1
|
Sugiyama Y, Tahara N, Honda A, Koga Y, Yoshimura-Takubo H, Bekki M, Tahara A, Maeda-Ogata S, Igata S, Mizushima Y, Murotani K, Kuromatsu R, Kawaguchi T, Fukumoto Y. Utility of liver stiffness for the classification of portopulmonary hypertension in precapillary pulmonary hypertension. Int J Cardiol 2025; 429:133126. [PMID: 40058610 DOI: 10.1016/j.ijcard.2025.133126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Revised: 12/15/2024] [Accepted: 03/05/2025] [Indexed: 03/17/2025]
Abstract
BACKGROUND Invasive right heart catheterization plays a central role in identifying pulmonary hypertension (PH) disorders. However, non-invasive biomarkers of portopulmonary hypertension (PoPH) are required. Liver stiffness evaluated by FibroScan® is useful for the assessment of liver fibrosis in patients with chronic liver diseases. This study sought to investigate the utility of liver stiffness for the classification of PoPH among precapillary PH patients. METHODS A total of 46 patients [38 females, median (interquartile range) age 63.0 (50.8-72.0) years old] with precapillary PH were divided into a PoPH group (N = 6) and a non-PoPH group (N = 40) based on the presence of portosystemic shunts and/or portal hypertension with hepatic venous pressure gradient >5 mmHg. RESULTS The PoPH group showed higher cardiac index and lower pulmonary vascular resistance than the non-PoPH group. Other hemodynamic variables and liver fibrosis biomarkers such as fibrosis-4 index and albumin-bilirubin score were comparable between the 2 groups. Liver stiffness measurements in the PoPH group were significantly higher than those in the non-PoPH group [12.8 kPa (9.4-17.3 kPa) vs 4.15 kPa (3.30-5.50 kPa), p < 0.001]. The cut-off value for the classification of PoPH was 8.50 kPa from the receiver operating characteristic curve (area under curve 0.979, 95 % Confidence interval 8.50 kPa - 11.00 kPa). CONCLUSIONS Liver stiffness evaluated by transient elastography may be a non-invasive biomarker to detect the liver status that caused PoPH among precapillary PH patients.
Collapse
Affiliation(s)
- Yoichi Sugiyama
- Division of Cardiovascular Medicine, Department of Medicine, Kurume University School of Medicine, Kurume, 67 Asahi-Machi, Kurume 830-0011, Japan.
| | - Nobuhiro Tahara
- Division of Cardiovascular Medicine, Department of Medicine, Kurume University School of Medicine, Kurume, 67 Asahi-Machi, Kurume 830-0011, Japan.
| | - Akihiro Honda
- Division of Cardiovascular Medicine, Department of Medicine, Kurume University School of Medicine, Kurume, 67 Asahi-Machi, Kurume 830-0011, Japan
| | - Yuki Koga
- Division of Cardiovascular Medicine, Department of Medicine, Kurume University School of Medicine, Kurume, 67 Asahi-Machi, Kurume 830-0011, Japan
| | - Harumi Yoshimura-Takubo
- Division of Cardiovascular Medicine, Department of Medicine, Kurume University School of Medicine, Kurume, 67 Asahi-Machi, Kurume 830-0011, Japan
| | - Munehisa Bekki
- Division of Cardiovascular Medicine, Department of Medicine, Kurume University School of Medicine, Kurume, 67 Asahi-Machi, Kurume 830-0011, Japan
| | - Atsuko Tahara
- Division of Cardiovascular Medicine, Department of Medicine, Kurume University School of Medicine, Kurume, 67 Asahi-Machi, Kurume 830-0011, Japan
| | - Shoko Maeda-Ogata
- Division of Cardiovascular Medicine, Department of Medicine, Kurume University School of Medicine, Kurume, 67 Asahi-Machi, Kurume 830-0011, Japan
| | - Sachiyo Igata
- Division of Cardiovascular Medicine, Department of Medicine, Kurume University School of Medicine, Kurume, 67 Asahi-Machi, Kurume 830-0011, Japan
| | - Yasuko Mizushima
- Ultrasound Diagnostic Center, Kurume University Hospital, 67 Asahi-Machi, Kurume 830-0011, Japan
| | - Kenta Murotani
- Biostatistics Center, Kurume University, 67 Asahi-Machi, Kurume 830-0011, Japan; School of Medical Technology, Kurume University, 67 Asahi-Machi, Kurume 830-0011, Japan
| | - Ryoko Kuromatsu
- Ultrasound Diagnostic Center, Kurume University Hospital, 67 Asahi-Machi, Kurume 830-0011, Japan
| | - Takumi Kawaguchi
- Division of Gastroenterology Medicine, Department of Medicine, Kurume University School of Medicine, 67 Asahi-Machi, Kurume 830-0011, Japan
| | - Yoshihiro Fukumoto
- Division of Cardiovascular Medicine, Department of Medicine, Kurume University School of Medicine, Kurume, 67 Asahi-Machi, Kurume 830-0011, Japan
| |
Collapse
|
2
|
Frías M, Chicano-Gálvez E, Rivero-Juárez A, Gordon A, Corona-Mata D, Moyano JM, Peralbo-Molina Á, Camacho Á, Pérez-Valero I, Del Mar Malagón M, Rivero A. Afamin and Apolipoprotein F Associated With Liver Steatosis From People Living With HIV: A Discovery Study. Aliment Pharmacol Ther 2025; 61:1767-1774. [PMID: 40159812 DOI: 10.1111/apt.70119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2024] [Revised: 02/06/2025] [Accepted: 03/24/2025] [Indexed: 04/02/2025]
Abstract
INTRODUCTION Liver steatosis (LS) is a condition that is characterised by hepatic fat accumulation unrelated to significant alcohol consumption. This study explored the serum proteomic profile associated with LS in people living with HIV (PLWH). METHODS The study cohort comprised 266 PLWH, 21.1% and 78.9% of whom had LS and no LS, respectively. Serum samples were analysed using liquid chromatography coupled with mass spectrometry (LC-MS). RESULTS Among the 220 proteins detected, afamin (AFM) and apolipoprotein F (APOF) were identified as proteins associated with LS. Differential expression of AFM and APOF was observed in under- and normoweight patients, emphasising their potential as biomarkers in patients without overweight or obesity. CONCLUSIONS These findings suggest that the identified proteins could serve as promising biomarkers of LS in PLWH, paving the way for further investigations into the roles of these proteins in LS development in this unique population.
Collapse
Affiliation(s)
- Mario Frías
- Unit of Infectious Diseases, Hospital Universitario Reina Sofia, Clinical Virology and Zoonoses Research Group, Maimonides Biomedical Research Institute of Cordoba, University of Córdoba, Córdoba, Spain
- CIBERINFEC, ISCIII-CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, Spain
| | - Eduardo Chicano-Gálvez
- Mass Spectrometry and Molecular Imaging Unit, Maimonides Biomedical Research Institute of Cordoba, Reina Sofia University Hospital, University of Cordoba, Córdoba, Spain
| | - Antonio Rivero-Juárez
- Unit of Infectious Diseases, Hospital Universitario Reina Sofia, Clinical Virology and Zoonoses Research Group, Maimonides Biomedical Research Institute of Cordoba, University of Córdoba, Córdoba, Spain
- CIBERINFEC, ISCIII-CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, Spain
| | - Ana Gordon
- Department of Cell Biology, Physiology, and Immunology, Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC)/University of Córdoba/Reina Sofia University Hospital, Córdoba, Spain
- CIBER Fisiopatología de La Obesidad y Nutrición (CIBERobn), Instituto de Salud Carlos III, Madrid, Spain
| | - Diana Corona-Mata
- Unit of Infectious Diseases, Hospital Universitario Reina Sofia, Clinical Virology and Zoonoses Research Group, Maimonides Biomedical Research Institute of Cordoba, University of Córdoba, Córdoba, Spain
- CIBERINFEC, ISCIII-CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, Spain
| | - José María Moyano
- Department of Computer Science and Artificial Intelligence, University of Sevilla, Sevilla, Spain
| | - Ángela Peralbo-Molina
- Mass Spectrometry and Molecular Imaging Unit, Maimonides Biomedical Research Institute of Cordoba, Reina Sofia University Hospital, University of Cordoba, Córdoba, Spain
| | - Ángela Camacho
- Unit of Infectious Diseases, Hospital Universitario Reina Sofia, Clinical Virology and Zoonoses Research Group, Maimonides Biomedical Research Institute of Cordoba, University of Córdoba, Córdoba, Spain
- CIBERINFEC, ISCIII-CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, Spain
| | - Ignacio Pérez-Valero
- Unit of Infectious Diseases, Hospital Universitario Reina Sofia, Clinical Virology and Zoonoses Research Group, Maimonides Biomedical Research Institute of Cordoba, University of Córdoba, Córdoba, Spain
- CIBERINFEC, ISCIII-CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, Spain
| | - María Del Mar Malagón
- Department of Cell Biology, Physiology, and Immunology, Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC)/University of Córdoba/Reina Sofia University Hospital, Córdoba, Spain
- CIBER Fisiopatología de La Obesidad y Nutrición (CIBERobn), Instituto de Salud Carlos III, Madrid, Spain
| | - Antonio Rivero
- Unit of Infectious Diseases, Hospital Universitario Reina Sofia, Clinical Virology and Zoonoses Research Group, Maimonides Biomedical Research Institute of Cordoba, University of Córdoba, Córdoba, Spain
- CIBERINFEC, ISCIII-CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, Spain
| |
Collapse
|
3
|
Chen JL, Duan SJ, Xie S, Yao SK. Diagnostic accuracy of noninvasive steatosis biomarkers with magnetic resonance imaging proton density fat fraction as gold standard. World J Radiol 2025; 17:104272. [DOI: 10.4329/wjr.v17.i5.104272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2024] [Revised: 03/16/2025] [Accepted: 04/11/2025] [Indexed: 05/26/2025] Open
Abstract
BACKGROUND Nonalcoholic fatty liver disease (NAFLD) is the most common chronic liver disease. The accuracy of noninvasive biomarkers for detecting hepatic steatosis is still limited.
AIM To assess the diagnostic performance of noninvasive steatosis biomarkers in diagnosing NAFLD using magnetic resonance imaging proton density fat fraction (MRI-PDFF) as the gold standard.
METHODS A total of 131 suspected NAFLD patients (60% male, median age 36 years) undergoing MRI-PDFF were consecutively recruited from a tertiary hospital. Steatosis grades determined by MRI-PDFF were classified as none (< 5%), mild (5%-11%), moderate (11%-17%), and severe (≥ 17%). Six steatosis biomarkers were calculated according to clinical parameters and laboratory tests, including fatty liver index, hepatic steatosis index, ZJU index, Framingham steatosis index, triglycerides and glucose index, and visceral adiposity index. The accuracy of these biomarkers in detecting hepatic steatosis was evaluated using the area under the receiver operating characteristic curves (AUCs). The Youden index was used to determine the optimal cut-off for each biomarker. The linear trend analysis of each biomarker across the steatosis grades was conducted by Mantel-Haenszel χ2 test. Spearman's rank correlation assessed the relationship between steatosis biomarkers and MRI-PDFF.
RESULTS Steatosis grades based on MRI-PDFF prevalence were: None 27%, mild 40%, moderate 15% and severe 18%. Six steatosis biomarkers showed a linear trend across the steatosis grades and a significant positive correlation with MRI-PDFF. The six steatosis biomarkers demonstrated AUCs near 0.90 (range: 0.857-0.912, all P < 0.001) for diagnosing NAFLD by MRI-PDFF ≥ 5%. The optimal cut-offs showed sensitivity between 84.4%-91.7% and specificity between 71.4%-85.7%. The diagnostic performance of these biomarkers in detecting moderate-to-severe and severe steatosis was relatively weaker.
CONCLUSION These noninvasive steatosis biomarkers accurately diagnosed NAFLD and correlated well with MRI-PDFF for detecting NAFLD, but they did not effectively detect moderate or severe steatosis.
Collapse
Affiliation(s)
- Jia-Liang Chen
- Center of Integrative Medicine, Beijing Ditan Hospital, Capital Medical University, Beijing 100015, China
| | - Shao-Jie Duan
- Graduate School, Beijing University of Chinese Medicine, Beijing 100029, China
| | - Sheng Xie
- Department of Radiology, China-Japan Friendship Hospital, Beijing 100029, China
| | - Shu-Kun Yao
- Department of Gastroenterology, China-Japan Friendship Hospital, Beijing 100029, China
| |
Collapse
|
4
|
Sun M, Zhong M, Luo F, Lan M, Zhang X, Ma Z. Assessment of Liver Fibrosis with Multisample Point Shear Wave Elastography in Obese Patients with Metabolic Dysfunction-Associated Steatotic Liver Disease. Acad Radiol 2025:S1076-6332(25)00422-2. [PMID: 40393826 DOI: 10.1016/j.acra.2025.04.070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2025] [Revised: 04/26/2025] [Accepted: 04/29/2025] [Indexed: 05/22/2025]
Abstract
RATIONALE AND OBJECTIVES To evaluate the diagnostic performance of multisample point shear wave elastography (pSWE) for liver fibrosis in obese patients with metabolic dysfunction-associated steatotic liver disease (MASLD) using liver biopsy as the reference standard and to compare it with the FIB-4 index and aspartate to platelet ratio index (APRI). METHODS Patients with obesity who met the diagnostic criteria for MASLD between April 2023 and December 2024 were selected for this retrospective single-centre study. Liver stiffness measurements were reported as median values of measurements, and Auto-pSWVs (m/s) were measured using the multisample pSWE technique. The diagnostic performance of auto shear wave velocities (Auto-pSWVs), FIB-4 index and APRI for significant fibrosis (≥F2) and advanced fibrosis (≥F3) of the liver was evaluated and compared using receiver operating characteristic curves with liver biopsy as the criterion. The correlation between Auto-pSWVs and the clinical variables of the subjects was evaluated. RESULTS Data from 241 patients were analysed. Auto-pSWVs were positively correlated with the pathological diagnosis of liver fibrosis (r=0.34, p<0.001), and the liver fibrosis stage was an independent risk factor for Auto-pSWVs (beta coefficient: 0.42, p< 0.001). In addition, Auto-pSWVs was superior to FIB-4 index and APRI when comparing the diagnostic performance of significant liver fibrosis (≥F 2) and advanced fibrosis (≥F3) (p < 0.05). The AUC of Auto-pSWVs was 0.75 (95% CI 0.66-0.85) and 0.96 (95% CI 0.89-1.0) in the ≥ F2 and ≥ F3 groups, respectively. The cut-off value for Auto-pSWVs were determined as follows: grade F2 ≥ 1.02 m/s; and grade F3 ≥ 1.30 m/s. CONCLUSION Multisample pSWE appears to be a valuable tool for the diagnosis of liver fibrosis in obese patients with MASLD.
Collapse
Affiliation(s)
- Meng Sun
- Department of Medical Ultrasound, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan 250014, China (M.S., F.L., M.L., X.Z., Z.M.)
| | - Mingwei Zhong
- Department of General Surgery, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan 250014, China (M.Z.)
| | - Fangqiong Luo
- Department of Medical Ultrasound, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan 250014, China (M.S., F.L., M.L., X.Z., Z.M.)
| | - Meng Lan
- Department of Medical Ultrasound, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan 250014, China (M.S., F.L., M.L., X.Z., Z.M.)
| | - Xinru Zhang
- Department of Medical Ultrasound, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan 250014, China (M.S., F.L., M.L., X.Z., Z.M.)
| | - Zhe Ma
- Department of Medical Ultrasound, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan 250014, China (M.S., F.L., M.L., X.Z., Z.M.).
| |
Collapse
|
5
|
Colapietro F, Viganò M, Cerini F, Plebani R, Savino A, Calabrese MP, Marra P, Martins de Mattos KD, Taboni S, Cosenza A, Loglio A, Selvaggio C, Lucà MG, Masellis C, Mori B, Pugliese N, Masetti C, Farina E, De Nicola S, Ceriani R, Lleo A, Muglia R, Sironi S, Fagiuoli S, Aghemo A. Incidence and Predictors of Complications Following Percutaneous Liver Biopsy: A Large Italian Multicentre Study. Liver Int 2025; 45:e70078. [PMID: 40168160 PMCID: PMC11960840 DOI: 10.1111/liv.70078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2025] [Revised: 03/01/2025] [Accepted: 03/17/2025] [Indexed: 04/03/2025]
Abstract
BACKGROUND AND AIMS Management of ultrasound (US)-guided percutaneous liver biopsy (PLB) lacks standardisation. Despite the low risk of major complications (< 1%), repeated blood counts and up to 4 h of in-hospital observation are typically recommended. We aimed to assess complication rates and predictors in a large cohort of patients undergoing US-PLB across three Italian tertiary centres. We included all patients undergoing US-PLB from January 2018 to December 2023. We collected clinical, biochemical and procedural features (needle type, insertions number, observation time and antiplatelet/anticoagulant regimens). Safety was assessed by the incidence of pain and major complications, including vasovagal reaction, bleeding, pneumothorax, shock, hospitalisation and death. APPROACH AND RESULTS Among 1838 patients (mean age 55.1 years, 46.1% females, mean BMI 25.1 kg/m2, 74% parenchymal PLB), few were on anticoagulant/antiplatelet therapy (4.2%/16.2%); mean platelet count and PT INR were 209.7 × 103/mm3 and 1.04; 17 patients (0.9%) received prophylactic therapy (blood components, thrombopoietin receptor agonists or vitamin K). Needle aspiration was predominant (92%). During a mean time of observation of 5.4 ± 2.0 h, 134/1838 patients reported pain (7.4%). Major complications were few (26, 1.4%), with 14 episodes of transient hypotension (0.8%); 10 bleeding events (0.5%); 1 pneumothorax; 1 abscess formation; 1 haemobilia; and 1 episode of chest pain. Hospitalisation was rare (12, 0.7%), primarily for bleeding management. No fatalities were recorded. Pain was the sole significant independent predictor of major complications (18/26, HR 30.6, p < 0.05), particularly when reported within the first hour post-procedure (15/18, 83.3%). CONCLUSIONS Major complications following US-PLB are few and strongly associated with early post-procedural pain. In the absence of pain within the first hour, extended monitoring may be unnecessary, allowing for earlier patient discharge.
Collapse
Affiliation(s)
- Francesca Colapietro
- Department of Biomedical SciencesHumanitas UniversityMilanItaly
- Division of Internal Medicine and Hepatology, Department of GastroenterologyHumanitas Research Hospital IRCCSMilanItaly
| | - Mauro Viganò
- Gastroenterology, Hepatology and Transplantation DivisionASST Papa Giovanni XXIIIBergamoItaly
| | - Federica Cerini
- Department of Clinical Sciences and Community HealthUniversity of Milan, Hepatology Unit, San Giuseppe HospitalMilanItaly
| | | | - Alberto Savino
- Gastroenterology, Hepatology and Transplantation DivisionASST Papa Giovanni XXIIIBergamoItaly
| | | | - Paolo Marra
- Department of RadiologyASST Papa Giovanni XXIII HospitalBergamoItaly
| | | | - Sara Taboni
- Gastroenterology, Hepatology and Transplantation DivisionASST Papa Giovanni XXIIIBergamoItaly
| | - Agostino Cosenza
- Hepatology UnitSan Giuseppe Hospital, University of MilanMilanItaly
| | - Alessandro Loglio
- Gastroenterology, Hepatology and Transplantation DivisionASST Papa Giovanni XXIIIBergamoItaly
| | | | - Maria Grazia Lucà
- Gastroenterology, Hepatology and Transplantation DivisionASST Papa Giovanni XXIIIBergamoItaly
| | - Chiara Masellis
- Hepatology UnitSan Giuseppe Hospital, University of MilanMilanItaly
| | - Benedetta Mori
- Department of Biomedical SciencesHumanitas UniversityMilanItaly
| | - Nicola Pugliese
- Department of Biomedical SciencesHumanitas UniversityMilanItaly
- Division of Internal Medicine and Hepatology, Department of GastroenterologyHumanitas Research Hospital IRCCSMilanItaly
| | - Chiara Masetti
- Division of Internal Medicine and Hepatology, Department of GastroenterologyHumanitas Research Hospital IRCCSMilanItaly
| | - Elisa Farina
- Gastroenterology, Hepatology and Transplantation DivisionASST Papa Giovanni XXIIIBergamoItaly
| | - Stella De Nicola
- Division of Internal Medicine and Hepatology, Department of GastroenterologyHumanitas Research Hospital IRCCSMilanItaly
| | - Roberto Ceriani
- Division of Internal Medicine and Hepatology, Department of GastroenterologyHumanitas Research Hospital IRCCSMilanItaly
| | - Ana Lleo
- Department of Biomedical SciencesHumanitas UniversityMilanItaly
- Division of Internal Medicine and Hepatology, Department of GastroenterologyHumanitas Research Hospital IRCCSMilanItaly
| | - Riccardo Muglia
- Department of RadiologyASST Papa Giovanni XXIII HospitalBergamoItaly
| | - Sandro Sironi
- Department of RadiologyASST Papa Giovanni XXIII HospitalBergamoItaly
- Department of MedicineUniversity of Milano BicoccaMilanItaly
| | - Stefano Fagiuoli
- Gastroenterology, Hepatology and Transplantation DivisionASST Papa Giovanni XXIIIBergamoItaly
- Gastroenterology, Department of MedicineUniversity of Milano BicoccaMilanItaly
| | - Alessio Aghemo
- Department of Biomedical SciencesHumanitas UniversityMilanItaly
- Division of Internal Medicine and Hepatology, Department of GastroenterologyHumanitas Research Hospital IRCCSMilanItaly
| |
Collapse
|
6
|
Parlati L, Aubé C, Lewin M, Boursier J, Ronot M, Paisant A. SIAD (Societé d'Imagerie Abdominale et Digestive) and AFEF (Association Française pour l'Etude du Foie) best practice position paper on the implementation of ultrasound elastography in clinical practice. Diagn Interv Imaging 2025:S2211-5684(25)00070-1. [PMID: 40210513 DOI: 10.1016/j.diii.2025.03.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2025] [Revised: 03/31/2025] [Accepted: 03/31/2025] [Indexed: 04/12/2025]
Abstract
PURPOSE The diagnosis of liver fibrosis is critical in managing chronic liver diseases. The EASL guidelines now recognize ultrasound elastography as a valuable, non-invasive method for assessing liver fibrosis. However, there is a lack of uniform use and reporting of the technique. The purpose of this position paper was to provide guidance on using ultrasound elastography techniques and interpreting results in clinical practice. MATERIALS AND METHODS A French national consensus panel of experts in radiology and hepatology, convened by SIAD (Société d'Imagerie Abdominale et Digestive) and AFEF (Association Française pour l'Etude du Foie), developed a position statement paper on best practices in ultrasound elastography. They were established using an online Delphi methodology that included an online panel discussion and item preparation. Consensus was achieved when ≥ 80 % of the participants agreed with a specific recommendation. RESULTS The accuracy and reliability of ultrasound elastography results could be significantly affected by a variety of operator-related and patient-related factors. Standard recommendations have been established in two areas, including recommendations for measurements and factors affecting results and reliability, and guidelines for standardized reporting of ultrasound elastography results. CONCLUSION This position paper is a comprehensive and accessible guide for clinicians that outlines best practices and standardized protocols to improve the reliability of ultrasound elastography assessments.
Collapse
Affiliation(s)
- Lucia Parlati
- Université Paris Cité, Institut Cochin, CNRS, INSERM, Paris 75014, France; Department of Hepatology, Hôpital Cochin, AP-HP, Paris 75014, France.
| | - Christophe Aubé
- Laboratoire HIFIH, Université d'Angers, SFR ICAT 4208, Angers 49000, France; Department of Radiology, CHU Angers, Angers 49000, France
| | - Maïté Lewin
- Department of Radiology, Hôpital Paul Brousse, AP-HP, Villejuif 94804, France; Faculté de Médecine, Université Paris Saclay, Le Kremlin-Bicêtre 94270, France
| | - Jérôme Boursier
- Laboratoire HIFIH, Université d'Angers, SFR ICAT 4208, Angers 49000, France; Department of Hepato-Gastroenterology and Digestive Oncology, CHU Angers, Angers 49000, France
| | - Maxime Ronot
- Department of Radiology, Hôpital Beaujon, AP-HP. Nord, Clichy 92118, France; Université Paris-Cité, UMR 1149, CRI, Paris 75018, France
| | - Anita Paisant
- Laboratoire HIFIH, Université d'Angers, SFR ICAT 4208, Angers 49000, France; Department of Radiology, CHU Angers, Angers 49000, France
| |
Collapse
|
7
|
Wu H, Zhu Z, Li J, Qiu C, Xu P, Glaser KJ, Murphy MC, Venkatesh SK, Yaqoob U, Graham R, Mounajjed T, Manduca A, Winkelmann CT, Yashiro H, Manohar R, Allen AM, Shah VH, Ehman RL, Yin M. Three-Dimensional Vector MR Elastography for Evaluating Tissue Mechanical Heterogeneity to Assess Liver Disease Progression. Radiology 2025; 315:e242349. [PMID: 40167439 DOI: 10.1148/radiol.242349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
Background Metabolic dysfunction-associated steatotic liver disease (MASLD) is a growing global health challenge, with evidence indicating that hepatic inflammation and fibrosis are heterogeneous processes. Purpose To measure liver mechanical property heterogeneity using MR elastography (MRE) and evaluate its potential as a biomarker for tissue inflammation and fibrosis in patients with MASLD. Materials and Methods Mechanical tissue heterogeneity in MASLD was assessed at three-dimensional vector MRE pixel-wise histogram analysis of shear stiffness and loss modulus in preclinical and clinical studies. The preclinical study involved 25 rats that were examined monthly, whereas the clinical study analyzed data from 179 participants across two prospective studies (September 2015 to November 2022), including some who underwent bariatric surgery at pretreatment and posttreatment MRE examinations. Mean and coefficient of variation (CV) of shear stiffness and loss modulus were calculated for each examination. Nonparametric tests and Spearman correlation coefficient were used to compare MRE-derived tissue mechanics with biopsy-confirmed fibrosis and inflammation and assess correlations with portal pressure and histopathologic hepatic fibrosis. Results The preclinical study showed that, in cirrhotic livers, CV of loss modulus positively correlated with portal pressure and fibrosis area ratio variation (ρ = 0.52 [P = .008] and 0.55 [P = .005], respectively). The clinical study showed that, in 10 healthy volunteers (median age, 36.5 years; IQR, 34.0-38.8 years; five females) and 169 participants with MASLD (median age, 50.1 years; IQR, 41.0-58.2 years; 118 females), CV of sheer stiffness (from 0.12 to 0.30 in healthy participants to participants with stage 4 fibrosis) and loss modulus (from 0.31 to 0.51 in healthy participants to participants with grade 3 inflammation) increased with increasing severity of fibrosis and inflammation, respectively. In 36 participants who underwent bariatric surgery, the CV of sheer stiffness decreased at the 1-year follow-up, from 0.16 (IQR, 0.14-0.18) to 0.14 (IQR, 0.12-0.16) (P = .009). Conclusion Tissue mechanical heterogeneity assessed at MRE positively correlated with progression of MASLD, demonstrating potential as a biomarker for liver disease severity and therapeutic intervention. ClinicalTrials.gov Identifier: NCT02565446 Published under a CC BY 4.0 license. Supplemental material is available for this article. See also the editorial by Moura Cunha in this issue.
Collapse
Affiliation(s)
- Hao Wu
- Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN 55905
- Department of Radiology, Taihe Hospital, Hubei University of Medicine, Shiyan, China
| | - Zheng Zhu
- Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN 55905
- Department of Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jiahui Li
- Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN 55905
| | - Caixin Qiu
- Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN 55905
| | - Peng Xu
- Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN 55905
| | - Kevin J Glaser
- Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN 55905
| | - Matthew C Murphy
- Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN 55905
| | | | - Usman Yaqoob
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minn
| | - Rondell Graham
- Division of Anatomic Pathology, Mayo Clinic, Rochester, Minn
| | | | - Armando Manduca
- Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN 55905
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minn
| | | | | | | | - Alina M Allen
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minn
| | - Vijay H Shah
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minn
| | - Richard L Ehman
- Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN 55905
| | - Meng Yin
- Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN 55905
| |
Collapse
|
8
|
Candemir B, Kisip K, Akın Ş, Sanal HT, Taşar M, Candemir M, Gülçelik NE. Prevalence and Predictive Features of CT-Derived Nonalcoholic Fatty Liver Disease in Metabolically Healthy MACS. Clin Endocrinol (Oxf) 2025; 102:380-388. [PMID: 39748255 DOI: 10.1111/cen.15194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2024] [Revised: 12/10/2024] [Accepted: 12/24/2024] [Indexed: 01/04/2025]
Abstract
OBJECTIVE Patients with mild autonomous cortisol secretion (MACS) are at increased risk of cardiometabolic outcomes, such as hyperglycemia, metabolic syndrome, and cardiovascular diseases. Nonalcoholic fatty liver disease (NAFLD) is also associated with increased cardiometabolic risk. We aimed to investigate the prevalence and predictors of NAFLD in metabolically healthy subjects with MACS. METHODS Forty patients with MACS and 60 patients with nonfunctioning adrenal incidentaloma (NFAI) matched for age, gender, and body mass index were included. We excluded various diseases that may lead to NAFLD, such as diabetes, cardiovascular diseases, and liver disorders. Non-alcoholic fatty liver disease was evaluated with unenhanced abdominal computed tomography and noninvasive fatty liver indices. RESULTS Patients with MACS had lower mean liver attenuation values (Hounsfield units, HU) than those with NFAI (p = 0.001). Visceral adiposity index, hepatic steatosis index, and fatty liver index were higher in the MACS group than in the NFAI group (p = 0.009, p = 0.002, p = 0.023, respectively). However, there was no significant association between the mean liver HU value and these indices. There was a significant association between serum cortisol level after the 1 mg dexamethasone suppression test (DST) and mean liver HU value independent of other traditional risk factors in various models performed in multivariable linear regression analysis. CONCLUSIONS Our findings suggest that MACS is associated with an increased risk of NAFLD, and serum cortisol level after 1 mg DST is an independent predictor of NAFLD in patients with MACS.
Collapse
Affiliation(s)
- Burcu Candemir
- Gulhane Faculty of Medicine, Department of Endocrinology and Metabolism, University of Health Sciences, Ankara, Turkey
| | - Kadir Kisip
- Gulhane Faculty of Medicine, Department of Radiology, University of Health Sciences, Ankara, Turkey
| | - Şafak Akın
- Gulhane Faculty of Medicine, Department of Endocrinology and Metabolism, University of Health Sciences, Ankara, Turkey
| | - Hatice Tuba Sanal
- Gulhane Faculty of Medicine, Department of Radiology, University of Health Sciences, Ankara, Turkey
| | - Mustafa Taşar
- Gulhane Faculty of Medicine, Department of Radiology, University of Health Sciences, Ankara, Turkey
| | - Mustafa Candemir
- Faculty of Medicine, Department of Cardiology, Gazi University, Ankara, Turkey
- Faculty of Science, Department of Statistics, Gazi University, Ankara, Turkey
| | - Neşe Ersöz Gülçelik
- Gulhane Faculty of Medicine, Department of Endocrinology and Metabolism, University of Health Sciences, Ankara, Turkey
| |
Collapse
|
9
|
Jiao W, Zhou H, Zhang J, Yuan Y, Wei J, Gong X, Sun Y, Sang L, Yu M. Mesoporous silica nanoparticles as sensitizers: A novel approach to enhancing shear wave elastography in liver stiffness measurement. BIOMATERIALS ADVANCES 2025; 169:214171. [PMID: 39764903 DOI: 10.1016/j.bioadv.2024.214171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Revised: 12/12/2024] [Accepted: 12/27/2024] [Indexed: 02/04/2025]
Abstract
PURPOSE The objective of this study is to elucidate the sensitizing effect of mesoporous silica nanoparticles (MSNs) on shear wave elastography (SWE) and to investigate the potential application of MSNs as a sensitizer to enhance the sensitivity of SWE in the diagnosis of metabolic-associated steatohepatitis (MASH). MATERIALS AND METHODS The in vitro gelatin models with varying ratios were assessed using SWE to identify the gelatin ratio that most closely approximates with human liver stiffness. Following the characterization of the dispersion properties of MSNs, in vitro models incorporating MSNs of different particle sizes were developed. The variations in shear wave velocity (SWV) within these models were measured and subjected to statistical analysis using SWE. The biocompatibility of the MSNs was evaluated, and the MSN solution was subsequently administered into a MASH animal model. The sensitizing effect of SWE on rat liver was then analyzed statistically. RESULTS The in vitro model demonstrated that MSNs with smaller particle sizes (100 nm and 200 nm) facilitated the propagation of SWV, thereby enhancing the sensitivity of SWE (P < 0.05). Additionally, the cell viability and hemolysis ratio of 100 nm MSNs were superior to those of 200 nm MSNs (P < 0.05). In vivo animal model experiments indicated that 100 nm fluorescence-modified MSNs could penetrate the MASH liver and elevate the liver stiffness value as measured by SWE. CONCLUSION MSNs have the potential to enhance the sensitivity of SWE in the diagnosis of MASH. This approach offers novel insights for improving the efficacy of SWE in clinical diagnostic and therapeutic applications.
Collapse
Affiliation(s)
- Weijie Jiao
- Department of Ultrasound, Xijing Hospital, Fourth Military Medical University, No.127 Changle West Rd, 710032 Xi'an, Shaanxi, China
| | - Huihui Zhou
- Department of Ultrasound, Xijing Hospital, Fourth Military Medical University, No.127 Changle West Rd, 710032 Xi'an, Shaanxi, China
| | - Jun Zhang
- Department of Ultrasound, Xijing Hospital, Fourth Military Medical University, No.127 Changle West Rd, 710032 Xi'an, Shaanxi, China
| | - Yuan Yuan
- Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, No.169 Changle West Rd, 710032 Xi'an, China
| | - Junci Wei
- Department of Ultrasound, Xijing Hospital, Fourth Military Medical University, No.127 Changle West Rd, 710032 Xi'an, Shaanxi, China
| | - Xue Gong
- Department of Ultrasound, Xijing Hospital, Fourth Military Medical University, No.127 Changle West Rd, 710032 Xi'an, Shaanxi, China
| | - Yuanyuan Sun
- Department of Ultrasound, Xijing Hospital, Fourth Military Medical University, No.127 Changle West Rd, 710032 Xi'an, Shaanxi, China
| | - Lin Sang
- Department of Ultrasound, Xijing Hospital, Fourth Military Medical University, No.127 Changle West Rd, 710032 Xi'an, Shaanxi, China
| | - Ming Yu
- Department of Ultrasound, Xijing Hospital, Fourth Military Medical University, No.127 Changle West Rd, 710032 Xi'an, Shaanxi, China.
| |
Collapse
|
10
|
Brunese MC, Rocca A, Santone A, Cesarelli M, Brunese L, Mercaldo F. Explainable and Robust Deep Learning for Liver Segmentation Through U-Net Network. Diagnostics (Basel) 2025; 15:878. [PMID: 40218228 PMCID: PMC11989174 DOI: 10.3390/diagnostics15070878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2025] [Revised: 03/26/2025] [Accepted: 03/27/2025] [Indexed: 04/14/2025] Open
Abstract
Background/Objectives: Clinical imaging techniques, such as magnetic resonance imaging and computed tomography, play a vital role in supporting clinicians by aiding disease diagnosis and facilitating the planning of appropriate interventions. This is particularly important in malignant conditions like hepatocellular carcinoma, where accurate image segmentation, delineating the liver and tumor, is a critical initial step in optimizing diagnosis, staging, and treatment planning, including interventions like transplantation, surgical resection, radiotherapy, portal vein embolization, and other procedures. Therefore, effective segmentation methods can significantly influence both diagnostic accuracy and treatment outcomes. Method: In this paper, we propose a deep learning-based approach aimed at accurately segmenting the liver in medical images, thus addressing a critical need in hepatic disease diagnosis and treatment planning. We consider a U-Net architecture with residual connections to capture fine-grained anatomical details. We also take into account the prediction explainability, aiming to highlight, in the image under analysis, the areas that are symptomatic for a certain segmentation. In detail, by exploiting the U-Net architecture, two different models are trained with two annotated datasets of computed tomography medical images, resulting in four different experiments. Results: We consider two different datasets to improve robustness and generalization across diverse patient populations and imaging conditions. Experimental results demonstrate that the proposed method obtains interesting performances, with an accuracy ranging from 0.81 to 0.93. Conclusions: We thus show that the proposed method can provide a reliable and efficient solution for automated liver segmentation, promising significant advancements in clinical workflows and precision medicine.
Collapse
Affiliation(s)
- Maria Chiara Brunese
- Department of Medicine and Health Sciences “Vincenzo Tiberio”, University of Molise, 86100 Campobasso, Italy (A.S.)
| | - Aldo Rocca
- Department of Medicine and Health Sciences “Vincenzo Tiberio”, University of Molise, 86100 Campobasso, Italy (A.S.)
| | - Antonella Santone
- Department of Medicine and Health Sciences “Vincenzo Tiberio”, University of Molise, 86100 Campobasso, Italy (A.S.)
| | - Mario Cesarelli
- Department of Engineering, University of Sannio, 82100 Benevento, Italy;
| | - Luca Brunese
- Department of Medicine and Health Sciences “Vincenzo Tiberio”, University of Molise, 86100 Campobasso, Italy (A.S.)
| | - Francesco Mercaldo
- Department of Medicine and Health Sciences “Vincenzo Tiberio”, University of Molise, 86100 Campobasso, Italy (A.S.)
| |
Collapse
|
11
|
Sileo F, Leone A, De Amicis R, Foppiani A, Vignati L, Menichetti F, Pozzi G, Bertoli S, Battezzati A. Thyroid Stimulating Hormone Levels Are Related to Fatty Liver Indices Independently of Free Thyroxine: A Cross-Sectional Study. J Clin Med 2025; 14:2401. [PMID: 40217851 PMCID: PMC11990015 DOI: 10.3390/jcm14072401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2025] [Revised: 03/24/2025] [Accepted: 03/30/2025] [Indexed: 04/14/2025] Open
Abstract
Introduction: The relationship between metabolic dysfunction-associated steatotic liver disease (MASLD) and thyroid hormones has been established, but the direct effects of TSH on the liver, potentially leading to steatosis, and insulin resistance remain unclear. Objective: To investigate the association of TSH levels with MASLD and insulin resistance. Methods: We conducted a cross-sectional study of 8825 euthyroid individuals. Subjects were volunteers or patients referred to the International Center for Nutritional Status Assessment (University of Milan, Italy) undergoing clinical examination and blood drawing for thyroid function tests and liver indices calculation. Liver outcomes were fatty liver index (FLI), hepatic steatosis index (HSI), and FIB-4. All associations were adjusted for fT4 and confounders. Results: We found a positive association of TSH levels with FLI (β = 2.76; p < 0.001) and HSI (β = 0.58, p < 0.001). This relationship remained significant when stratifying by sex and BMI category, except for HSI in normal weight individuals. No significant association was found between TSH and hepatic fibrosis or insulin resistance. Conclusions: We found a positive association between TSH levels and MASLD in euthyroid individuals independently of fT4, sex, and BMI. Insulin resistance and hepatic fibrosis appear unrelated to TSH, independent of fT4 and BMI. The specific role of TSH in MASLD warrants further investigation.
Collapse
Affiliation(s)
- Federica Sileo
- International Center for the Assessment of Nutritional Status and the Development of Dietary Intervention Strategies (ICANS-DIS), Department of Food, Environmental and Nutritional Sciences (DeFENS), University of Milan, 20122 Milan, Italy
- IRCCS Istituto Auxologico Italiano, Clinical Nutrition Unit, Department of Endocrine and Metabolic Diseases, 20145 Milan, Italy
| | - Alessandro Leone
- International Center for the Assessment of Nutritional Status and the Development of Dietary Intervention Strategies (ICANS-DIS), Department of Food, Environmental and Nutritional Sciences (DeFENS), University of Milan, 20122 Milan, Italy
- IRCCS Istituto Auxologico Italiano, Clinical Nutrition Unit, Department of Endocrine and Metabolic Diseases, 20145 Milan, Italy
| | - Ramona De Amicis
- International Center for the Assessment of Nutritional Status and the Development of Dietary Intervention Strategies (ICANS-DIS), Department of Food, Environmental and Nutritional Sciences (DeFENS), University of Milan, 20122 Milan, Italy
- IRCCS Istituto Auxologico Italiano, Obesity Unit and Laboratory of Nutrition and Obesity Research, Department of Endocrine and Metabolic Diseases, 20145 Milan, Italy
| | - Andrea Foppiani
- International Center for the Assessment of Nutritional Status and the Development of Dietary Intervention Strategies (ICANS-DIS), Department of Food, Environmental and Nutritional Sciences (DeFENS), University of Milan, 20122 Milan, Italy
- IRCCS Istituto Auxologico Italiano, Clinical Nutrition Unit, Department of Endocrine and Metabolic Diseases, 20145 Milan, Italy
| | - Laila Vignati
- IRCCS Istituto Auxologico Italiano, Clinical Nutrition Unit, Department of Endocrine and Metabolic Diseases, 20145 Milan, Italy
| | - Francesca Menichetti
- International Center for the Assessment of Nutritional Status and the Development of Dietary Intervention Strategies (ICANS-DIS), Department of Food, Environmental and Nutritional Sciences (DeFENS), University of Milan, 20122 Milan, Italy
| | - Giorgia Pozzi
- International Center for the Assessment of Nutritional Status and the Development of Dietary Intervention Strategies (ICANS-DIS), Department of Food, Environmental and Nutritional Sciences (DeFENS), University of Milan, 20122 Milan, Italy
| | - Simona Bertoli
- International Center for the Assessment of Nutritional Status and the Development of Dietary Intervention Strategies (ICANS-DIS), Department of Food, Environmental and Nutritional Sciences (DeFENS), University of Milan, 20122 Milan, Italy
- IRCCS Istituto Auxologico Italiano, Obesity Unit and Laboratory of Nutrition and Obesity Research, Department of Endocrine and Metabolic Diseases, 20145 Milan, Italy
| | - Alberto Battezzati
- International Center for the Assessment of Nutritional Status and the Development of Dietary Intervention Strategies (ICANS-DIS), Department of Food, Environmental and Nutritional Sciences (DeFENS), University of Milan, 20122 Milan, Italy
- IRCCS Istituto Auxologico Italiano, Clinical Nutrition Unit, Department of Endocrine and Metabolic Diseases, 20145 Milan, Italy
| |
Collapse
|
12
|
Moctezuma-Velazquez C, Abraldes JG. Future of Endoscopy in Surveillance of Esophageal Varices. Curr Gastroenterol Rep 2025; 27:26. [PMID: 40156673 DOI: 10.1007/s11894-025-00976-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/21/2025] [Indexed: 04/01/2025]
Abstract
PURPOSE OF REVIEW tTo assess the evolving role of endoscopy assessment for esophageal varices in cirrhosis. RECENT FINDINGS The approach to screening endoscopy for varices has significantly changed in the last 10 years with the refinement of non-diagnostic tests. Non-invasive diagnostic methods have reduced the need of upper endoscopies for variceal screening in patients with compensated cirrhosis, focusing primarily on those with ambiguous risk assessments or contraindications to non-selective beta-blockers (NSBBs). In contrast, decompensated cirrhosis patients require more frequent endoscopic evaluations due to their heightened risk of complications and the potential benefit of combination therapy (NSBBs + variceal ligation). In patients with hepatocellular carcinoma (HCC) the performance of non-invasive tests is suboptimal and most patients require endoscopy. Emerging applications of artificial intelligence (AI) can assist in patient triage and the interpretation of endoscopic findings, potentially improving care. Further research is essential to validate these technologies within clinical practice and optimize their integration into patient management strategies.
Collapse
Affiliation(s)
- Carlos Moctezuma-Velazquez
- Division of Gastroenterology (Liver Unit), University of Alberta, Zeidler Ledcor Centre, 8540 112 St NW, Edmonton, AB, T6G 2X8, Canada.
| | - Juan G Abraldes
- Division of Gastroenterology (Liver Unit), University of Alberta, Zeidler Ledcor Centre, 8540 112 St NW, Edmonton, AB, T6G 2X8, Canada.
| |
Collapse
|
13
|
Liu WY, Huang S, Ji H, Kim SU, Yip TCF, Wong GLH, Petta S, Tsochatzis E, Nakajima A, Bugianesi E, Goh BBG, Chan WK, Romero-Gomez M, Sanyal AJ, Boursier J, Hagström H, Calleja JL, de Lédinghen V, Newsome PN, Fan JG, Lai M, Castéra L, Lee HW, Pennisi G, Yoneda M, Armandi A, Teh KKJ, Gallego-Durán R, Asgharpour A, de Saint-Loup M, Shang Y, Llop E, Fournier C, Mahgoub S, Lara-Romero C, Canivet CM, Chan MSW, Lin H, Chen LL, Targher G, Byrne CD, Du M, Wai-Sun Wong V, Zheng MH. From "Burnt-Out" to "Burning-Out": Capturing Liver Fat Loss in Patients With Advanced Metabolic Dysfunction-Associated Steatotic Liver Disease From a Dynamic Perspective. Gastroenterology 2025:S0016-5085(25)00523-2. [PMID: 40113099 DOI: 10.1053/j.gastro.2025.02.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2024] [Revised: 02/02/2025] [Accepted: 02/28/2025] [Indexed: 03/22/2025]
Abstract
BACKGROUND AND AIMS The absence of hepatic fat in advanced fibrosis has been documented in metabolic dysfunction-associated steatotic liver disease (''burnt-out" MASLD). However, whether hepatic fat loss occurs continuously with fibrosis progression is controversial. We proposed a "burning-out" concept to describe this process and analyze the long-term outcomes of "burnt-out" and "burning-out" MASLD. METHODS We included a MASLD cohort from 16 centers, including 3273 individuals with baseline histology and 5455 with serial vibration-controlled transient elastography measurements during the follow-up. "Burnt-out" MASLD was defined by steatosis grade ≤S1 and fibrosis stage ≥F3. Trajectory analysis identified "burning-out" patients with continuous trends of decreasing controlled attenuation parameter and increasing liver stiffness measurement values. RESULTS Of 3273 patients with histologic evaluation included, 435 had "burnt-out" MASLD. Compared with those with pronounced steatosis in advanced fibrosis, patients with "burnt-out" had higher risks of all-cause mortality (hazard ratio [HR], 2.14; 95% confidence interval [CI], 1.14-4.02), liver-related events (LREs; HR, 1.77; 95% CI, 1.12-2.78), and hepatic decompensation (HR, 1.83; 95% CI, 1.11-3.01). Of 5455 patients with vibration-controlled transient elastography included for trajectory analysis, 176 were identified as "burning-out" MASLD. The incidence rates of all-cause mortality, LREs, and decompensation were 7.28, 26.47, and 21.92 per 1000 person-years in "burning-out" patients, respectively. The "burning-out" group had higher cumulative incidences of adverse outcomes than patients with consistently high controlled attenuation parameter and moderate/low liver stiffness measurement values (P < .0001). CONCLUSIONS Continuous hepatic fat loss accompanied by fibrosis progression, referred to as "burning-out," was observed in advanced MASLD and associated with high rates of all-cause mortality, LREs, and hepatic decompensation.
Collapse
Affiliation(s)
- Wen-Yue Liu
- Department of Endocrinology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China; Wenzhou Key Laboratory of Diabetes Research, Wenzhou, China
| | - Shanshan Huang
- Department of Infectious Disease, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China
| | - Hongsheng Ji
- Department of Biostatistics, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Seung Up Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Terry Cheuk-Fung Yip
- Medical Data Analytics Centre, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China; State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Grace Lai-Hung Wong
- Medical Data Analytics Centre, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China; State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Salvatore Petta
- Sezione di Gastroenterologia, Di.Bi.M.I.S., University of Palermo, Italy
| | - Emmanuel Tsochatzis
- University College London Institute for Liver and Digestive Health, Royal Free Hospital, London, United Kingdom
| | - Atsushi Nakajima
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Elisabetta Bugianesi
- Department of Medical Sciences, Division of Gastroenterology and Hepatology, A.O. Città della Salute e della Scienza di Torino, University of Turin, Turin, Italy
| | - Boon-Bee George Goh
- Department of Gastroenterology and Hepatology, Singapore General Hospital, Singapore
| | - Wah-Kheong Chan
- Gastroenterology and Hepatology Unit, Department of Medicine, Faculty of Medicine, University of Malaya, Malaysia
| | - Manuel Romero-Gomez
- Digestive Diseases Unit and CIBERehd, Virgen Del Rocío University Hospital, Seville, Spain
| | - Arun J Sanyal
- Division of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, Virginia Commonwealth University School of Medicine, Richmond, Virginia
| | - Jérôme Boursier
- Hepato-Gastroenterology and Digestive Oncology Department, Angers University Hospital, Angers, France
| | - Hannes Hagström
- Department of Medicine, Huddinge, Karolinska Institutet, Sweden; Division of Hepatology, Department of Upper GI Diseases, Karolinska University Hospital, Stockholm, Sweden
| | - José Luis Calleja
- Department of Gastroenterology and Hepatology, Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain
| | | | - Philip Noel Newsome
- Institute of Hepatology, Faculty of Life Sciences & Medicine, King's College London and King's College Hospital, London, UK
| | - Jian-Gao Fan
- Department of Gastroenterology and Hepatology, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Michelle Lai
- Division of Gastroenterology & Hepatology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| | - Laurent Castéra
- Université Paris Cité, UMR1149 (CRI), INSERM, Paris, France; Service d'Hépatologie, Hôpital Beaujon, Assistance Publique-Hôpitaux de Paris (AP-HP), Clichy, France
| | - Hye Won Lee
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Grazia Pennisi
- Sezione di Gastroenterologia, Di.Bi.M.I.S., University of Palermo, Italy
| | - Masato Yoneda
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Angelo Armandi
- Department of Medical Sciences, Division of Gastroenterology and Hepatology, A.O. Città della Salute e della Scienza di Torino, University of Turin, Turin, Italy
| | - Kevin Kim-Jun Teh
- Department of Gastroenterology and Hepatology, Singapore General Hospital, Singapore
| | - Rocio Gallego-Durán
- Digestive Diseases Unit and CIBERehd, Virgen Del Rocío University Hospital, Seville, Spain
| | - Amon Asgharpour
- Division of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, Virginia Commonwealth University School of Medicine, Richmond, Virginia
| | - Marc de Saint-Loup
- Hepato-Gastroenterology and Digestive Oncology Department, Angers University Hospital, Angers, France
| | - Ying Shang
- Department of Medicine, Huddinge, Karolinska Institutet, Sweden
| | - Elba Llop
- Department of Gastroenterology and Hepatology, Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain
| | | | - Sara Mahgoub
- Institute of Hepatology, Faculty of Life Sciences & Medicine, King's College London and King's College Hospital, London, UK
| | - Carmen Lara-Romero
- Digestive Diseases Unit and CIBERehd, Virgen Del Rocío University Hospital, Seville, Spain
| | - Clemence M Canivet
- Hepato-Gastroenterology and Digestive Oncology Department, Angers University Hospital, Angers, France
| | | | - Huapeng Lin
- Department of Gastroenterology and Hepatology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Center for Digestive Diseases Research and Clinical Translation of Shanghai Jiao Tong University, Shanghai, China; Shanghai Key Laboratory of Gut Microecology and Associated Major Diseases Research, Shanghai, China
| | - Li-Li Chen
- MAFLD Research Center, Department of Hepatology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Giovanni Targher
- Department of Medicine, University of Verona, Verona, Italy; Metabolic Diseases Research Unit, IRCCS Sacro Cuore - Don Calabria Hospital, Negrar di Valpolicella, Italy
| | - Christopher D Byrne
- Southampton National Institute for Health and Care Research Biomedical Research Centre, University Hospital Southampton, and University of Southampton, Southampton General Hospital, Southampton, UK
| | - Mulong Du
- Department of Biostatistics, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China.
| | - Vincent Wai-Sun Wong
- Medical Data Analytics Centre, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China; State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China; Department of Medicine and Therapeutics, Prince of Wales Hospital, Hong Kong, China.
| | - Ming-Hua Zheng
- MAFLD Research Center, Department of Hepatology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China; Institute of Hepatology, Wenzhou Medical University, Wenzhou, China; Key Laboratory of Diagnosis and Treatment for the Development of Chronic Liver Disease in Zhejiang Province, Wenzhou, China.
| |
Collapse
|
14
|
AbiMansour J, Yung-Lun Chin J, Kaur J, Vargas EJ, Abu Dayyeh BK, Law R, Garimella V, Levy MJ, Storm AC, Dierkhising R, Allen A, Venkatesh S, Chandrasekhara V. Endoscopic Ultrasound-based Shear Wave Elastography for Detection of Advanced Liver Disease. J Clin Gastroenterol 2025; 59:256-261. [PMID: 38648501 PMCID: PMC11496376 DOI: 10.1097/mcg.0000000000002013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 03/17/2024] [Indexed: 04/25/2024]
Abstract
BACKGROUND AND AIMS Endoscopic ultrasound shear wave elastography (EUS-SWE) is a novel modality for liver stiffness measurement. The aims of this study are to evaluate the performance and reliability of EUS-SWE for detecting advanced liver disease in a prospective cohort. METHODS EUS-SWE measurements were prospectively obtained from patients undergoing EUS between August 2020 and March 2023. Liver stiffness measurements were compared between patients with and without advanced liver disease (ALD), defined as stage ≥3, to determine diagnostic accuracy for advanced fibrosis and portal hypertension. Logistic regression was performed to identify variables that impact the reliability of EUS-SWE readings. Select patients underwent paired magnetic resonance elastography (MRE) for liver fibrosis correlation. RESULTS Patients with ALD demonstrated higher liver stiffness compared to healthy controls (left lobe: 17.6 vs. 12.7 kPa, P <0.001; median right lobe: 24.8 vs. 11.0 kPa, P <0.001). The area under the receiver operator characteristic (AUROC) for the detection of ALD was 0.73 and 0.80 for left and right lobe measurements, respectively. General anesthesia was associated with reliable EUS-SWE liver readings (odds ratio: 2.73, 95% CI: 1.07-7.39, P =0.040). Left lobe measurements correlated significantly with MRE with an increase of 0.11 kPa (95% CI: 0.05-0.17 kPA) for every 1 kPa increase on EUS-SWE. D. CONCLUSIONS SWE is a promising technology that can readily be incorporated into standard EUS examinations for the assessment of ALD.
Collapse
Affiliation(s)
- Jad AbiMansour
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Jerry Yung-Lun Chin
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Jyotroop Kaur
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Eric J. Vargas
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Barham K. Abu Dayyeh
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Ryan Law
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Vishal Garimella
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Michael J. Levy
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Andrew C. Storm
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Ross Dierkhising
- Division of Clinical Trials and Biostatistics, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - Alina Allen
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Vinay Chandrasekhara
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| |
Collapse
|
15
|
Tian Y, Zhou Y, Liao W, Xia J, Hu Q, Zhao Q, Zhang R, Sun G, Yang L, Li L. Flaxseed powder supplementation in non-alcoholic fatty liver disease: a randomized controlled clinical trial. Food Funct 2025; 16:1389-1406. [PMID: 39878023 DOI: 10.1039/d4fo05847j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2025]
Abstract
Background: Non-alcoholic fatty liver disease (NAFLD) has become a growing public health problem worldwide, and dietary interventions have important potential in the prevention and treatment of NAFLD. Moreover, previous animal studies have shown that flaxseed has a good improvement effect in animal NAFLD models. Objectives: Assess whether flaxseed powder could improve the liver lipid content in patients with NAFLD. Methods: In this 12-week randomized controlled clinical trial, 50 patients were randomly assigned to the flaxseed group (n = 25) and the control group (n = 25). The flaxseed group received 30 g d-1 flaxseed powder orally before lunch or dinner along with health education, while the control group received only health education. The primary outcome was the intrahepatic lipid content assessed by the proton density fat fraction estimated by magnetic resonance imaging, and secondary outcomes were body composition measurements, liver function, and glucolipid metabolism. Results: Patients in the flaxseed group showed significantly lower liver fat content, body fat percentage, obesity index, visceral fat area, serum total bilirubin (TBIL), direct bilirubin (DBIL), indirect bilirubin (IBIL), aspartate aminotransferase (AST), total cholesterol (TC), and triglyceride (TG) levels after a 12-week intervention compared to pre-intervention levels, while serum apolipoprotein A1 (Apo A1) and high-density lipoprotein cholesterol (HDL-C) levels were significantly increased, with all differences being statistically significant (P < 0.05). Analysis of the gut microbiota showed that, at the phylum level, flaxseed intervention significantly increased the abundance of Bacteroides and Actinobacteria, while decreasing the ratio of Firmicutes to Bacteroidetes. At the genus level, the relative abundance of Clostridium_sensu_stricto_1, Parasutterella, Lachnospiraceae_NK4A136_group, Eubacterium_xylanophilum_group, and Bifidobacterium in the gut microbiota of the flaxseed group was significantly higher than that of the control group (P < 0.05), whereas the relative abundance of Coriobacteriaceae_UCG-002 was significantly lower than that of the control group (P < 0.05). Conclusions: Flaxseed powder intervention for 12 weeks had the effect of improving liver lipid deposition, liver function, body composition indicators, and lipid metabolism in patients with NAFLD. It also regulated the gut microbiota in NAFLD patients, increasing the abundance of beneficial bacteria while reducing harmful bacteria. This suggested that flaxseed is one of the natural and effective foods for improving NAFLD.
Collapse
Affiliation(s)
- Yanyan Tian
- Key Laboratory of Environmental Medicine and Engineering of Ministry of Education, and Department of Nutrition and Food Hygiene, School of Public Health, Southeast University, Nanjing 210009, China.
| | - Yuhao Zhou
- Key Laboratory of Environmental Medicine and Engineering of Ministry of Education, and Department of Nutrition and Food Hygiene, School of Public Health, Southeast University, Nanjing 210009, China.
| | - Wang Liao
- Key Laboratory of Environmental Medicine and Engineering of Ministry of Education, and Department of Nutrition and Food Hygiene, School of Public Health, Southeast University, Nanjing 210009, China.
| | - Jiayue Xia
- Key Laboratory of Environmental Medicine and Engineering of Ministry of Education, and Department of Nutrition and Food Hygiene, School of Public Health, Southeast University, Nanjing 210009, China.
| | - Qiaosheng Hu
- Lianshui People's Hospital Affiliated to Kangda College of Nanjing Medical University, Huai'an, Jiangsu, 223400, China.
| | - Qing Zhao
- Lianshui People's Hospital Affiliated to Kangda College of Nanjing Medical University, Huai'an, Jiangsu, 223400, China.
| | - Rui Zhang
- Lianshui People's Hospital Affiliated to Kangda College of Nanjing Medical University, Huai'an, Jiangsu, 223400, China.
| | - Guiju Sun
- Key Laboratory of Environmental Medicine and Engineering of Ministry of Education, and Department of Nutrition and Food Hygiene, School of Public Health, Southeast University, Nanjing 210009, China.
| | - Ligang Yang
- Key Laboratory of Environmental Medicine and Engineering of Ministry of Education, and Department of Nutrition and Food Hygiene, School of Public Health, Southeast University, Nanjing 210009, China.
| | - Lihua Li
- Lianshui People's Hospital Affiliated to Kangda College of Nanjing Medical University, Huai'an, Jiangsu, 223400, China.
| |
Collapse
|
16
|
Liu L, Zhang D, Fan R, Cheng S, Yang J, Ma L, Ling Z, Zhang Y, Hou J, Wang X, Sun B, Niu J. Serum ECM1 is a promising biomarker for staging and monitoring fibrosis in patients with chronic hepatitis B. SCIENCE CHINA. LIFE SCIENCES 2025; 68:431-440. [PMID: 39348048 DOI: 10.1007/s11427-024-2691-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Accepted: 07/23/2024] [Indexed: 10/01/2024]
Abstract
It is critical to assess the extent and progression of liver fibrosis for patients to receive suitable treatments, but its diagnostic methods remain unmet. Extracellular matrix protein 1 (ECM1) has previously been reported to be a key factor in the induction and progression of liver fibrosis. However, little is known about the use of ECM1 as a biomarker to evaluate fibrosis. In a CCl4-induced mouse model of liver fibrosis, the present study demonstrated that ECM1 decreased with gradually increasing fibrosis. Using biopsy as a reference, the serum ECM1 levels decreased with increasing fibrosis stage in 247 patients with liver fibrosis, but there were no significant changes between fibrosis stage 2 and stage 0-1. To improve the performance of ECM1, age, platelet count, and ECM1 concentration were combined to calculate an EPA (ECM1-platelet-age) score (ranging from 0 to 10). The areas under the receiver operating characteristic curve of the EPA scores for the detection of F⩾2, F⩾3, and F4 were 0.6801, 0.7377, and 0.8083, respectively, which showed a comparable or significantly greater diagnostic performance for assessing fibrosis than that of the AST/ALT ratio, APRI score, or FIB-4 score. In HBV patients following antiviral treatment, the dynamics of the EPA score depended on the status of liver fibrosis development. The accuracy of the EPA score in predicting fibrosis regression and progression was 66.00% and 71.43%, respectively, while that of the LSM, another useful method for monitoring hepatic fibrosis changes during treatment, was only 52.00% and 7.14%, respectively. Compared with healthy controls, there were lower levels of serum ECM1 in HBV patients and individuals with HCV infection, MAFLD, ALD, PBC, and DILI. These findings suggested that individuals with reduced ECM1 levels may have a risk of developing liver injury, and further examinations or medical care are needed. In conclusion, the ECM1-containing EPA score is a valuable noninvasive test for staging fibrosis and predicting the progression of liver fibrosis. Additionally, ECM1 alone is an indicator for distinguishing patients with liver injury from healthy controls.
Collapse
Affiliation(s)
- Lian Liu
- Shanghai Institute of Biochemistry and Cell Biology, Centre for Excellence in Molecular Cell Science, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai, 200031, China
| | - Danyan Zhang
- School of Life Science and Technology, ShanghaiTech University, Shanghai, 201210, China
| | - Rong Fan
- Department of Infectious Disease, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China
| | - Shipeng Cheng
- Shanghai Institute of Biochemistry and Cell Biology, Centre for Excellence in Molecular Cell Science, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai, 200031, China
| | - Jichao Yang
- School of Life Science and Technology, ShanghaiTech University, Shanghai, 201210, China
| | - Liyan Ma
- Shanghai Institute of Biochemistry and Cell Biology, Centre for Excellence in Molecular Cell Science, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai, 200031, China
| | - Zhiyang Ling
- Shanghai Institute of Biochemistry and Cell Biology, Centre for Excellence in Molecular Cell Science, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai, 200031, China.
| | - Yaguang Zhang
- Med-X Institute, Centre for Immunological and Metabolic Diseases, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an Jiaotong University, Xi'an, 710061, China.
| | - Jinlin Hou
- Department of Infectious Disease, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China.
| | - Xiaomei Wang
- Hepatology Department, Centre of Infectious Diseases and Pathogen Biology, First Hospital of Jilin University, Changchun, 130021, China.
| | - Bing Sun
- Shanghai Institute of Biochemistry and Cell Biology, Centre for Excellence in Molecular Cell Science, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai, 200031, China.
- School of Life Science and Technology, ShanghaiTech University, Shanghai, 201210, China.
| | - Junqi Niu
- Hepatology Department, Centre of Infectious Diseases and Pathogen Biology, First Hospital of Jilin University, Changchun, 130021, China.
| |
Collapse
|
17
|
Alpízar Salazar M, Olguín Reyes SE, Medina Estévez A, Saturno Lobos JA, De Aldecoa Castillo JM, Carrera Aguas JC, Alaniz Monreal S, Navarro Rodríguez JA, Alpízar Sánchez DMF. Natural History of Metabolic Dysfunction-Associated Steatotic Liver Disease: From Metabolic Syndrome to Hepatocellular Carcinoma. MEDICINA (KAUNAS, LITHUANIA) 2025; 61:88. [PMID: 39859069 PMCID: PMC11766802 DOI: 10.3390/medicina61010088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2024] [Revised: 12/30/2024] [Accepted: 01/04/2025] [Indexed: 01/27/2025]
Abstract
Introduction: Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) stems from disrupted lipid metabolism in the liver, often linked to obesity, type 2 diabetes, and dyslipidemia. In Mexico, where obesity affects 36.9% of adults, MASLD prevalence has risen, especially with metabolic syndrome affecting 56.31% by 2018. MASLD can progress to Metabolic Dysfunction-Associated Steatohepatitis (MASH), affecting 5.27% globally, leading to severe complications like cirrhosis and hepatocellular carcinoma. Background: Visceral fat distribution varies by gender, impacting MASLD development due to hormonal influences. Insulin resistance plays a central role in MASLD pathogenesis, exacerbated by high-fat diets and specific fatty acids, leading to hepatic steatosis. Lipotoxicity from saturated fatty acids further damages hepatocytes, triggering inflammation and fibrosis progression in MASH. Diagnosing MASLD traditionally involves invasive liver biopsy, but non-invasive methods like ultrasound and transient elastography are preferred due to their safety and availability. These methods detect liver steatosis and fibrosis with reasonable accuracy, offering alternatives to biopsy despite varying sensitivity and specificity. Conclusions: MASLD as a metabolic disorder underscores its impact on public health, necessitating improved awareness and early management strategies to mitigate its progression to severe liver diseases.
Collapse
Affiliation(s)
- Melchor Alpízar Salazar
- Endocrinology, Specialized Center for Diabetes, Obesity and Prevention of Cardiovascular Diseases (CEDOPEC), Mexico City 11650, Mexico
| | - Samantha Estefanía Olguín Reyes
- Clinical Research, Specialized Center for Diabetes, Obesity and Prevention of Cardiovascular Diseases (CEDOPEC), Mexico City 11650, Mexico; (S.E.O.R.); (A.M.E.); (J.A.S.L.); (S.A.M.); (J.A.N.R.); (D.M.F.A.S.)
| | - Andrea Medina Estévez
- Clinical Research, Specialized Center for Diabetes, Obesity and Prevention of Cardiovascular Diseases (CEDOPEC), Mexico City 11650, Mexico; (S.E.O.R.); (A.M.E.); (J.A.S.L.); (S.A.M.); (J.A.N.R.); (D.M.F.A.S.)
| | - Julieta Alejandra Saturno Lobos
- Clinical Research, Specialized Center for Diabetes, Obesity and Prevention of Cardiovascular Diseases (CEDOPEC), Mexico City 11650, Mexico; (S.E.O.R.); (A.M.E.); (J.A.S.L.); (S.A.M.); (J.A.N.R.); (D.M.F.A.S.)
| | - Jesús Manuel De Aldecoa Castillo
- Clinical Nutrition, Specialized Center for Diabetes, Obesity and Prevention of Cardiovascular Diseases (CEDOPEC), Mexico City 11650, Mexico;
| | - Juan Carlos Carrera Aguas
- Clinical Nutrition, Specialized Center for Diabetes, Obesity and Prevention of Cardiovascular Diseases (CEDOPEC), Mexico City 11650, Mexico;
| | - Samary Alaniz Monreal
- Clinical Research, Specialized Center for Diabetes, Obesity and Prevention of Cardiovascular Diseases (CEDOPEC), Mexico City 11650, Mexico; (S.E.O.R.); (A.M.E.); (J.A.S.L.); (S.A.M.); (J.A.N.R.); (D.M.F.A.S.)
| | - José Antonio Navarro Rodríguez
- Clinical Research, Specialized Center for Diabetes, Obesity and Prevention of Cardiovascular Diseases (CEDOPEC), Mexico City 11650, Mexico; (S.E.O.R.); (A.M.E.); (J.A.S.L.); (S.A.M.); (J.A.N.R.); (D.M.F.A.S.)
| | - Dulce María Fernanda Alpízar Sánchez
- Clinical Research, Specialized Center for Diabetes, Obesity and Prevention of Cardiovascular Diseases (CEDOPEC), Mexico City 11650, Mexico; (S.E.O.R.); (A.M.E.); (J.A.S.L.); (S.A.M.); (J.A.N.R.); (D.M.F.A.S.)
| |
Collapse
|
18
|
Park HJ, Kang HJ, Kim SY, Yoon S, Baek S, Song IH, Jang HJ, Jang JK. Effects of hepatic fibrosis on the quantification of hepatic steatosis using the controlled attenuation parameter in patients with chronic hepatitis B. Ultrasonography 2025; 44:83-91. [PMID: 39604096 PMCID: PMC11717679 DOI: 10.14366/usg.24138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Revised: 09/26/2024] [Accepted: 09/27/2024] [Indexed: 11/29/2024] Open
Abstract
PURPOSE This study assessed the impact of hepatic fibrosis on the diagnostic performance of the controlled attenuation parameter (CAP) in quantifying hepatic steatosis in patients with chronic hepatitis B (CHB). METHODS CHB patients who underwent liver stiffness measurement (LSM) and CAP assessment using transient elastography before liver resection between 2019 and 2022 were retrospectively evaluated. Clinical data included body mass index (BMI) and laboratory parameters. The histologically determined hepatic fat fraction (HFF) and fibrosis stages were reviewed by pathologists blinded to clinical and radiologic data. The Pearson correlation coefficient between CAP and HFF was calculated. The diagnostic performance of CAP for significant hepatic steatosis (HFF ≥10%) was assessed using areas under the receiver operating curve (AUCs), stratified by fibrosis stages (F0-1 vs. F2-4). Factors significantly associated with CAP were determined by univariable and multivariable linear regression analyses. RESULTS Among 399 CHB patients (median age 59 years; 306 men), 16.3% showed significant steatosis. HFF ranged from 0% to 60%. Of these patients, 9.8%, 19.8%, 29.3%, and 41.1% had fibrosis stages F0-1, F2, F3, and F4, respectively. CAP positively correlated with HFF (r=0.445, P<0.001). The AUC of CAP for diagnosing significant steatosis was 0.786 (95% confidence interval [CI], 0.726 to 0.845) overall, and significantly lower in F2-4 (0.772; 95% CI, 0.708 to 0.836) than in F0-1 (0.924; 95% CI, 0.835 to 1.000) (P=0.006). Multivariable analysis showed that BMI (P<0.001) and HFF (P<0.001) significantly affected CAP, whereas LSM and fibrosis stages did not. CONCLUSION CAP evaluations of significant hepatic steatosis are less reliable in CHB patients with significant or more advanced (F2-4) than with no or mild (F0-1) fibrosis.
Collapse
Affiliation(s)
- Hee Jun Park
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Hyo Jeong Kang
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - So Yeon Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Seonghun Yoon
- Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Seunghee Baek
- Department of Clinical Epidemiology and Biostatistics, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - In Hye Song
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Hyeon Ji Jang
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jong Keon Jang
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| |
Collapse
|
19
|
Qi H, Jiang S, Nan J, Guo H, Cheng C, He X, Jin H, Zhang R, Lei J. Application and research progress of magnetic resonance proton density fat fraction in metabolic dysfunction-associated steatotic liver disease: a comprehensive review. Abdom Radiol (NY) 2025; 50:185-197. [PMID: 39048719 DOI: 10.1007/s00261-024-04448-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 06/06/2024] [Accepted: 06/07/2024] [Indexed: 07/27/2024]
Abstract
Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD), formerly known as Non-Alcoholic Fatty Liver Disease (NAFLD), is a chronic liver disorder associated with disturbances in lipid metabolism. The disease is prevalent worldwide, particularly closely linked with metabolic syndromes such as obesity and diabetes. Magnetic Resonance Proton Density Fat Fraction (MRI-PDFF), serving as a non-invasive and highly quantitative imaging assessment tool, holds promising applications in the diagnosis and research of MASLD. This paper aims to comprehensively review and summarize the applications and research progress of MRI-PDFF technology in MASLD, analyze its strengths and challenges, and anticipate its future developments in clinical practice.
Collapse
Affiliation(s)
- Hongyan Qi
- The First Clinical Medical College of Lanzhou University, No.1 Donggang West Road, Chengguan District, Lanzhou City, 730000, Gansu Province, China
| | | | - Jiang Nan
- Department of Radiology, The First Hospital of Lanzhou University, Lanzhou, Gansu, China
| | - Hang Guo
- Department of Radiology, The First Hospital of Lanzhou University, Lanzhou, Gansu, China
| | - Cai Cheng
- Department of Radiology, The First Hospital of Lanzhou University, Lanzhou, Gansu, China
| | - Xin He
- Department of Radiology, The First Hospital of Lanzhou University, Lanzhou, Gansu, China
| | - Hongyang Jin
- Department of Radiology, The First Hospital of Lanzhou University, Lanzhou, Gansu, China
| | - Rongfan Zhang
- Department of Radiology, The First Hospital of Lanzhou University, Lanzhou, Gansu, China
| | - Junqiang Lei
- The First Clinical Medical College of Lanzhou University, No.1 Donggang West Road, Chengguan District, Lanzhou City, 730000, Gansu Province, China.
- Department of Radiology, The First Hospital of Lanzhou University, Lanzhou, Gansu, China.
- Radiological Clinical Medicine Research Center of Gansu Province, Lanzhou, Gansu, China.
| |
Collapse
|
20
|
Arruda do Espirito Santo P, Meine GC, Nau AL, Barbosa EC, Baraldo S, Lenz L, Maluf-Filho F. Endoscopic ultrasound-guided versus percutaneous liver biopsy: a systematic review and meta-analysis of randomized controlled trials. Endoscopy 2025; 57:41-48. [PMID: 39197465 DOI: 10.1055/a-2368-4608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/01/2024]
Abstract
BACKGROUND Percutaneous liver biopsy (PC-LB) has long been the usual method for acquisition of liver tissue. Recently, endoscopic ultrasound-guided liver biopsy (EUS-LB) has gained popularity as an alternative modality. We aimed to compare the efficacy and safety of EUS-LB versus PC-LB. METHODS We systematically searched PubMed, Embase, and the Cochrane Library databases for randomized controlled trials (RCTs) comparing EUS-LB with PC-LB published until October 20, 2023. The primary outcome was diagnostic adequacy. Secondary outcomes were: the number of complete portal tracts (CPTs), longest sample length (LSL), total sample length (TSL), post-procedure pain scores, and adverse events (AEs), including overall AEs and AEs excluding minor post-procedure symptoms. We compared binary outcomes using risk ratios (RRs) and continuous outcomes using the mean difference (MD) or standardized mean difference (SMD), with 95%CIs. RESULTS Four RCTs (258 patients) were included. The EUS-LB group presented lower post-procedure pain scores (SMD -0.58, 95%CI -0.95 to -0.22) than the PC-LB group. Both groups performed similarly in terms of diagnostic adequacy (RR 1.0, 95%CI 0.96 to 1.04), number of CPTs (MD 2.57, 95%CI -4.09 to 9.22), LSL (MD -2.91 mm, 95%CI -5.86 to 0.03), TSL (MD 4.16 mm, 95%CI -10.12 to 18.45), overall AEs (RR 0.54, 95%CI 0.20 to 1.46), and AEs excluding minor post-procedure symptoms (RR 1.65, 95%CI 0.21 to 13.02). CONCLUSIONS This meta-analysis suggests that EUS-LB is as safe and effective as PC-LB and is associated with lower post-procedure pain scores.Registration on PROSPERO: CRD42023469469.
Collapse
Affiliation(s)
- Paula Arruda do Espirito Santo
- Diagnostic Imaging and Specialized Diagnosis Unit, University Hospital of Federal University of Sao Carlos, São Carlos, Brazil
- Gastroenterology, University of Sao Paulo, São Paulo, Brazil
| | | | | | | | | | - Luciano Lenz
- Endoscopy Unit, University of Sao Paulo Institute of Cancer of Sao Paulo State, São Paulo, Brazil
- Gastrointestinal Endoscopy, Fleury Medicina e Saude, São Paulo, Brazil
- Gastrointestinal Endoscopy, Albert Einstein Israelite Hospital, São Paulo, Brazil
| | - Fauze Maluf-Filho
- Endoscopy Unit, University of Sao Paulo Institute of Cancer of Sao Paulo State, São Paulo, Brazil
- CNPq, National Council for Scientific and Technological Development, Brasilia, Brazil
| |
Collapse
|
21
|
Righetti R, Cinque F, Patel K, Sebastiani G. The role of noninvasive biomarkers for monitoring cell injury in advanced liver fibrosis. Expert Rev Gastroenterol Hepatol 2025; 19:65-80. [PMID: 39772945 DOI: 10.1080/17474124.2025.2450717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2024] [Accepted: 01/04/2025] [Indexed: 01/11/2025]
Abstract
INTRODUCTION Accurate and reliable diagnosis and monitoring of hepatic fibrosis is increasingly important given the variable natural history in chronic liver disease (CLD) and expanding antifibrotic therapeutic options targeting reversibility of early-stage cirrhosis. This highlights the need to develop more refined and effective noninvasive techniques for the dynamic assessment of fibrogenesis and fibrolysis. AREAS COVERED We conducted a literature review on PubMed, from 1 December 1970, to 1 November 2024, to evaluate and compare available blood-based and imaging-based noninvasive tools for hepatic fibrosis diagnosis and monitoring. Simple scores such as FIB-4 and NAFLD fibrosis score are suitable for excluding significant or advanced fibrosis, while tertiary centers should adopt complex scores and liver stiffness measurement as part of a secondary diagnostic and more comprehensive evaluation. Moreover, the advent of multiomics for high-resolution molecular profiling, and integration of artificial intelligence for noninvasive diagnostics holds promise for revolutionizing fibrosis monitoring and treatment through novel biomarker discovery and predictive omics-based algorithms. EXPERT OPINION The increased shift toward noninvasive diagnostics for liver fibrosis needs to align with personalized medicine, enabling more effective, tailored management strategies for patients with liver disease in the future.
Collapse
Affiliation(s)
- Riccardo Righetti
- Chronic Viral Illness Service, Division of Infectious Diseases, Department of Medicine, McGill University Health Centre, Montreal, Canada
- Division of Gastroenterology and Hepatology, Department of Medicine, McGill University Health Centre, Montreal, Canada
- Internal Medicine Unit, Department of Medical and Surgical Science for Children and Adults, Azienda Ospedaliero-Universitaria Policlinico di Modena, University of Modena and Reggio Emilia, Modena, Italy
| | - Felice Cinque
- Chronic Viral Illness Service, Division of Infectious Diseases, Department of Medicine, McGill University Health Centre, Montreal, Canada
- SC Medicina Indirizzo Metabolico, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico di Milano, Milan, Italy
- Department of Pathophysiology, Transplantation University of Milan, Milan, Italy
| | - Keyur Patel
- University Health Network Division of Gastroenterology and Hepatology, University of Toronto, Toronto, Canada
| | - Giada Sebastiani
- Chronic Viral Illness Service, Division of Infectious Diseases, Department of Medicine, McGill University Health Centre, Montreal, Canada
- Division of Gastroenterology and Hepatology, Department of Medicine, McGill University Health Centre, Montreal, Canada
| |
Collapse
|
22
|
Nso N, Bookani KR, Trimingham M, Orji R, Njei B, Balasubramanian SS, Pursnani A. Liver Fibrosis and Cardiovascular Events. South Med J 2025; 118:19-25. [PMID: 39753232 DOI: 10.14423/smj.0000000000001769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2025]
Abstract
OBJECTIVES Liver fibrosis represents a common sequela of nonalcoholic fatty liver disease (NAFLD) and other chronic liver diseases. Noninvasive liver fibrosis scores (LFSs) aim to evaluate the severity of liver fibrosis. Whether LFSs can predict the risk of future cardiovascular events (CVEs) remains unclear. This systematic review aimed to clarify the association between liver fibrosis and CVEs by studying the value of LFSs, namely the Fibrosis-4 (FIB-4) Index for Liver Fibrosis score and the NAFLD Fibrosis Score (NFS), for predicting CVEs. METHODS PubMed, Scopus, Web of Science, and Cochrane Library were searched for relevant prospective studies. Retrieved articles were screened to confirm their eligibility for the systematic review. We evaluated the quality of the included studies using the National Institutes of Health tool. RESULTS Twelve studies of high to fair quality were included in this systematic review. Of note, 10/12 studies reported an independent association between high LFSs and the risk of CVEs, cardiovascular mortality, and all-cause mortality (all P < 0.05). In addition, an advanced histological grade of liver fibrosis (grade 3 or 4) was suggestive of CVE occurrence. NAFLD also appeared to be associated with a higher risk of CVEs at any severity of fibrosis (all P < 0.05). CONCLUSIONS The findings of this review suggest that liver fibrosis in patients with NAFLD is an independent predictor of future adverse CVEs, cardiovascular mortality, and all-cause mortality. Noninvasive and easy-to-perform LFSs, including FIB-4 score and the NFS, appear useful in predicting such events in patients with a spectrum of cardiovascular diseases and the general population without known cardiovascular disease.
Collapse
Affiliation(s)
- Nso Nso
- From the Department of Medicine, Division of Cardiovascular Disease, University of Chicago-Northshore Program, Evanston, Illinois
| | - Kaveh Rezaei Bookani
- From the Department of Medicine, Division of Cardiovascular Disease, University of Chicago-Northshore Program, Evanston, Illinois
| | - Mia Trimingham
- American University of Antigua, College of Medicine, St Johns, Antigua and Barbuda
| | - Richard Orji
- Department of Internal Medicine, Chicago Medical School, Rosalind Franklin University of Medicine and Science, North Chicago, Illinois
| | - Basile Njei
- Yale School of Medicine, Yale University, New Haven, Connecticut
| | - Senthil S Balasubramanian
- From the Department of Medicine, Division of Cardiovascular Disease, University of Chicago-Northshore Program, Evanston, Illinois
| | - Amit Pursnani
- From the Department of Medicine, Division of Cardiovascular Disease, University of Chicago-Northshore Program, Evanston, Illinois
| |
Collapse
|
23
|
Sun M, Zhong M, Luo F, Lan M, Zhang X, Nie W, Ma Z. Noninvasive assessment of hepatic steatosis grades by ultrasound derived fat fraction in metabolic dysfunction associated steatotic liver disease. Sci Rep 2024; 14:32044. [PMID: 39738662 PMCID: PMC11686205 DOI: 10.1038/s41598-024-83606-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Accepted: 12/16/2024] [Indexed: 01/02/2025] Open
Abstract
To evaluate the diagnostic performance of ultrasound-derived fat fraction (UDFF) and clinical prediction models in assessing hepatic steatosis grades in MASLD patients, with liver biopsy as reference standard.A total of 85 obese patients who were found to have fatty liver by B-mode ultrasound and underwent UDFF measurement, with liver biopsy available, were enrolled. The diagnostic performance of UDFF, clinical prediction models including fatty liver index (FLI), hepatic steatosis index (HSI), ZheJiang University index (ZJU index) and lipid accumulation product (LAP) for hepatic steatosis was assessed. The areas under receiver operating characteristics curves (AUROCs) were utilized to determine the diagnostic efficacy. DeLong test was used to compare the diagnostic performance of different noninvasive methods for hepatic steatosis. The UDFF values of S1, S2 and S3 groups were 17.53 ± 7.49%, 25.00 ± 5.41% and 27.58 ± 6.55%, respectively (P < 0.001). UDFF values were significantly positively correlated with histologic steatosis grades (r = 0.531, P < 0.001). In the ≥ S2 group, the AUROC of UDFF was higher than that of FLI and LAP (P < 0.05), but not significantly different from that of HSI and ZJU index (P > 0.05). In the ≥ S3 group, the AUROC of UDFF was higher than that of FLI, ZJU index and LAP (P < 0.05), but not significantly different from that of HSI (P > 0.05). The UDFF proves effective in assessing hepatic steatosis in patients with MASLD, and its diagnostic efficacy exceeded that of FLI and LAP, but there was no significant difference with HSI, ZJU index in the ≥ S2 group, and with HSI in the ≥ S3 group.
Collapse
Affiliation(s)
- Meng Sun
- Department of Medical Ultrasound, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Shandong Medicine and Health Key Laboratory of Abdominal Medical Imaging, Jinan, 250014, China
| | - Mingwei Zhong
- Department of General Surgery, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Key Laboratory of Metabolism and Gastrointestinal Tumor, The First Affiliated Hospital of Shandong First Medical University, Key Laboratory of Laparoscopic Technology, The First Affiliated Hospital of Shandong First Medical University, Shandong Medicine and Health Key Laboratory of General Surgery, Jinan, 250014, China
| | - Fangqiong Luo
- Department of Medical Ultrasound, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Shandong Medicine and Health Key Laboratory of Abdominal Medical Imaging, Jinan, 250014, China
| | - Meng Lan
- Department of Medical Ultrasound, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Shandong Medicine and Health Key Laboratory of Abdominal Medical Imaging, Jinan, 250014, China
| | - Xinru Zhang
- Department of Medical Ultrasound, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Shandong Medicine and Health Key Laboratory of Abdominal Medical Imaging, Jinan, 250014, China
| | - Wei Nie
- Department of Medical Ultrasound, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Shandong Medicine and Health Key Laboratory of Abdominal Medical Imaging, Jinan, 250014, China
| | - Zhe Ma
- Department of Medical Ultrasound, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Shandong Medicine and Health Key Laboratory of Abdominal Medical Imaging, Jinan, 250014, China.
| |
Collapse
|
24
|
Boon-yasidhi P, Karnsakul W. Non-Invasive Biomarkers and Breath Tests for Diagnosis and Monitoring of Chronic Liver Diseases. Diagnostics (Basel) 2024; 15:68. [PMID: 39795596 PMCID: PMC11720471 DOI: 10.3390/diagnostics15010068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2024] [Revised: 12/23/2024] [Accepted: 12/27/2024] [Indexed: 01/13/2025] Open
Abstract
Background: Chronic liver disease (CLD) presents a significant global health burden, demanding effective tools for diagnosis and monitoring. Traditionally, liver biopsy has been the gold standard for evaluating liver fibrosis and other chronic liver conditions. However, biopsy's invasiveness, associated risks, and sampling variability indicate the need for reliable, noninvasive alternatives. This review examines the utility of noninvasive tests (NITs) in assessing liver disease severity, progression, and therapeutic response in patients with CLD. Result: Key modalities discussed include serum biomarker panels (e.g., FIB-4, APRI, ELF), imaging techniques like transient elastography, and magnetic resonance elastography, each offering unique benefits in fibrosis staging. Emerging biomarkers such as extracellular vesicles and circulating microRNAs show promise in early detection and personalized monitoring. Comparative studies indicate that while no single NIT matches biopsy precision, combinations of these modalities improve diagnostic accuracy and patient outcomes by reducing unnecessary biopsies. Moreover, NITs are instrumental in monitoring dynamic changes in liver health, allowing for more responsive and patient-centered care. Conclusions: Challenges remain, including standardization across tests, cost considerations, and the need for larger, diverse population studies to validate findings. Despite these limitations, NITs are increasingly integrated into clinical practice, fostering a paradigm shift toward noninvasive, accessible liver disease management. Continued advancements in NITs are essential for improved patient outcomes and will likely shape the future standard of care for CLD.
Collapse
Affiliation(s)
- Pasawat Boon-yasidhi
- Department of Pharmacology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Wikrom Karnsakul
- Pediatric Liver Center, Department of Pediatric Gastroenterology, Hepatology and Nutrition, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA;
| |
Collapse
|
25
|
Iwadare T, Kimura T, Yamashita Y, Okumura T, Wakabayashi SI, Kobayashi H, Sugiura A, Yamazaki T, Shimamoto S, Igarashi K, Joshita S, Umemura T. Serum Autotaxin Levels Predict Liver-Related Events in Patients With Primary Biliary Cholangitis: A Long-Term Multicenter Observational Study. Clin Transl Gastroenterol 2024; 15:e00779. [PMID: 39466702 PMCID: PMC11671064 DOI: 10.14309/ctg.0000000000000779] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Accepted: 10/04/2024] [Indexed: 10/30/2024] Open
Abstract
INTRODUCTION A straightforward, reliable, and noninvasive method for predicting the development of liver-related events (LRE) in primary biliary cholangitis (PBC) has not been attained thus far. This study investigated whether serum autotaxin (ATX) could predict LRE in patients with PBC. METHODS This retrospective multicenter investigation included 190 biopsy-proven untreated patients with PBC. All subjects were followed for at least 1 year, during which time the prevalence of LRE, including newly developing hepatocellular carcinoma, esophagogastric varices, ascites, and hepatic encephalopathy, was investigated in relation with ATX levels at the time of liver biopsy. RESULTS During the median follow-up period of 9.7 years, LRE were observed in 22 patients (11.6%). The area under the receiver operating characteristic curve and cutoff value of serum ATX for predicting LRE were 0.80 and 1.086 mg/L, respectively. Patients with serum ATX ≥1.086 had a significantly higher cumulative incidence of LRE compared with patients with ATX < 1.086 (33.3% vs 3.6%, P < 0.00001). Notably, the predictive capability of ATX for LRE in patients with PBC surpassed that of FIB-4, ALBI, APRI, and Mac-2-binding protein glycan isomer. A multivariate Cox proportional hazards model revealed ATX as an independent associated factor for LRE (hazard ratio 6.24, 95% confidence interval 1.87-20.80, P = 0.003) along with Nakanuma stage (hazard ratio 2.75, 95% confidence interval 1.52-4.99, P < 0.001). These results were closely replicated in a serologically diagnosed PBC validation cohort (n = 32). DISCUSSION Serum ATX levels may serve as a predictive marker for LRE in patients with PBC.
Collapse
Affiliation(s)
- Takanobu Iwadare
- Department of Medicine, Division of Gastroenterology and Hepatology, Shinshu University School of Medicine, Matsumoto, Japan;
| | - Takefumi Kimura
- Department of Medicine, Division of Gastroenterology and Hepatology, Shinshu University School of Medicine, Matsumoto, Japan;
- Consultation Center for Liver Diseases, Shinshu University Hospital, Matsumoto, Japan;
| | - Yuki Yamashita
- Department of Medicine, Division of Gastroenterology and Hepatology, Shinshu University School of Medicine, Matsumoto, Japan;
- Consultation Center for Liver Diseases, Shinshu University Hospital, Matsumoto, Japan;
| | - Taiki Okumura
- Department of Medicine, Division of Gastroenterology and Hepatology, Shinshu University School of Medicine, Matsumoto, Japan;
| | - Shun-ichi Wakabayashi
- Department of Medicine, Division of Gastroenterology and Hepatology, Shinshu University School of Medicine, Matsumoto, Japan;
| | - Hiroyuki Kobayashi
- Department of Medicine, Division of Gastroenterology and Hepatology, Shinshu University School of Medicine, Matsumoto, Japan;
| | - Ayumi Sugiura
- Department of Internal Medicine, Sato Hospital, Nakano, Japan;
| | - Tomoo Yamazaki
- Department of Medicine, Division of Gastroenterology and Hepatology, Shinshu University School of Medicine, Matsumoto, Japan;
- Department of Medicine, University of California San Diego, La Jolla, USA;
| | | | - Koji Igarashi
- Bioscience Division, TOSOH Corporation, Ayase, Japan;
| | - Satoru Joshita
- Department of Medicine, Yodakubo Hospital, Nagawa, Japan.
| | - Takeji Umemura
- Department of Medicine, Division of Gastroenterology and Hepatology, Shinshu University School of Medicine, Matsumoto, Japan;
- Consultation Center for Liver Diseases, Shinshu University Hospital, Matsumoto, Japan;
| |
Collapse
|
26
|
Del Corso G, Pascali M, Caudai C, De Rosa L, Salvati A, Mancini M, Ghiadoni L, Bonino F, Brunetto M, Colantonio S, Faita F. ANN uncertainty estimates in assessing fatty liver content from ultrasound data. Comput Struct Biotechnol J 2024; 24:603-610. [PMID: 39421530 PMCID: PMC11483457 DOI: 10.1016/j.csbj.2024.09.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 09/26/2024] [Accepted: 09/26/2024] [Indexed: 10/19/2024] Open
Abstract
Background and objective This article uses three different probabilistic convolutional architectures applied to ultrasound image analysis for grading Fatty Liver Content (FLC) in Metabolic Dysfunction Associated Steatotic Liver Disease (MASLD) patients. Steatosis is a new silent epidemic and its accurate measurement is an impelling clinical need, not only for hepatologists, but also for experts in metabolic and cardiovascular diseases. This paper aims to provide a robust comparison between different uncertainty quantification strategies to identify advantages and drawbacks in a real clinical setting. Methods We used a classical Convolutional Neural Network, a Monte Carlo Dropout, and a Bayesian Convolutional Neural Network with the goal of not only comparing the goodness of the predictions, but also to have access to an evaluation of the uncertainty associated with the outputs. Results We found that even if the prediction based on a single ultrasound view is reliable (relative RMSE [5.93%-12.04%]), networks based on two ultrasound views outperform them (relative RMSE [5.35%-5.87%]). In addition, the results show that the introduction of a "not confident" category contributes to increase the percentage of correctly predicted cases and to decrease the percentage of mispredicted cases, especially for semi-intrusive methods. Conclusions The possibility of having access to information about the confidence with which the network produces its outputs is a great advantage, both from the point of view of physicians who want to use neural networks as computer-aided diagnosis, and for developers who want to limit overfitting and obtain information about dataset problems in terms of out-of-distribution detection.
Collapse
Affiliation(s)
- G. Del Corso
- Institute of Information Science and Technologies “A. Faedo” (ISTI) - National Research Council of Italy (CNR) - Pisa, Italy
| | - M.A. Pascali
- Institute of Information Science and Technologies “A. Faedo” (ISTI) - National Research Council of Italy (CNR) - Pisa, Italy
| | - C. Caudai
- Institute of Information Science and Technologies “A. Faedo” (ISTI) - National Research Council of Italy (CNR) - Pisa, Italy
| | - L. De Rosa
- Department of Information Engineering and Computer Science, University of Trento, Trento, Italy
- Institute of Clinical Physiology - National Research Council of Italy (CNR) - Pisa, Italy
| | - A. Salvati
- Hepatology Unit, Pisa University Hospital, Pisa, Italy
| | - M. Mancini
- Institute of Biostructure and Bioimaging, National Research Council, Naples, Italy
| | - L. Ghiadoni
- Emergency Medicine Unit, Department of Clinical and Experimental Medicine, University Hospital of Pisa, Pisa, Italy
| | - F. Bonino
- Institute of Biostructure and Bioimaging, National Research Council, Naples, Italy
| | - M.R. Brunetto
- Hepatology Unit, Pisa University Hospital, Pisa, Italy
- Institute of Biostructure and Bioimaging, National Research Council, Naples, Italy
- Department of Clinical and Experimental Medicine, Pisa University, Pisa, Italy
| | - S. Colantonio
- Institute of Information Science and Technologies “A. Faedo” (ISTI) - National Research Council of Italy (CNR) - Pisa, Italy
| | - F. Faita
- Institute of Clinical Physiology - National Research Council of Italy (CNR) - Pisa, Italy
| |
Collapse
|
27
|
Ueda N, Mokuda S, Kawaoka T, Uchikawa S, Amioka K, Tsuge M, Asada K, Okada Y, Kobayashi Y, Ishikawa M, Arase T, Arihiro K, Oka S. Influence of dispersion slope on the diagnosis of liver fibrosis by the shear wave in metabolic dysfunction-associated steatotic liver disease. Hepatol Res 2024; 54:1139-1147. [PMID: 38806293 DOI: 10.1111/hepr.14061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Revised: 04/22/2024] [Accepted: 05/11/2024] [Indexed: 05/30/2024]
Abstract
AIM Shear wave (SW) elastography is used to evaluate metabolic dysfunction-associated steatotic liver disease (MASLD) pathophysiology. Increased elasticity due to fibrosis and increased viscosity due to necrosis and inflammation affect SW. Assessing fibrosis, the most prognostically relevant pathology, is critical. Viscosity is evaluated using the dispersion slope (DS); however, cut-off values that affect SW values are unclear. We compared the ultrasound imaging parameters (SW for viscoelasticity; DS for viscosity) with pathological findings. METHODS Patients (n = 159) who underwent liver biopsy and SW and DS assessments at our hospital were included. Fibrosis stage and inflammation grade cut-off values were calculated from SW, DS, and liver biopsy results using receiver operating characteristic curves. Cases in which liver biopsy results were inconsistent with SW results were used to determine the effect of viscosity on SW values. DS was examined in the Correct and Incorrect Diagnosis groups, which were categorized based on the concordance between SW and liver biopsy results. Dispersion slope cut-off values between the two groups were calculated. RESULTS Fibrosis stage cut-off values by SW (m/s) were: ≥F2, 1.62; ≥F3, 1.74; and F4, 1.97. Inflammation grade cut-off values by DS (m/s/kHz) were: ≥A1, 11.6; ≥A2, 14.5; and A3, 16.1. The Correct/Incorrect Diagnosis groups had 25/70 patients. The DS cut-off value for both groups was 13.2 m/s/kHz. CONCLUSIONS Shear wave and DS are useful for evaluating liver fibrosis and inflammation in MASLD. For DS > 13.2 m/s/kHz, SW may be affected by the increased viscosity owing to inflammation. In such patients, caution should be used when determining/interpreting values.
Collapse
Affiliation(s)
- Naoyuki Ueda
- Division of Laboratory Medicine, Hiroshima University Hospital, Hiroshima, Japan
- Division of Clinical Support, Hiroshima University Hospital, Hiroshima, Japan
| | - Sho Mokuda
- Division of Laboratory Medicine, Hiroshima University Hospital, Hiroshima, Japan
| | - Tomokazu Kawaoka
- Department of Gastroenterology, Hiroshima University Hospital, Hiroshima, Japan
| | - Shinsuke Uchikawa
- Department of Gastroenterology, Hiroshima University Hospital, Hiroshima, Japan
| | - Kei Amioka
- Department of Gastroenterology, Hiroshima University Hospital, Hiroshima, Japan
| | - Masataka Tsuge
- Department of Gastroenterology, Hiroshima University Hospital, Hiroshima, Japan
| | - Kana Asada
- Division of Laboratory Medicine, Hiroshima University Hospital, Hiroshima, Japan
- Division of Clinical Support, Hiroshima University Hospital, Hiroshima, Japan
| | - Yuri Okada
- Division of Laboratory Medicine, Hiroshima University Hospital, Hiroshima, Japan
- Division of Clinical Support, Hiroshima University Hospital, Hiroshima, Japan
| | - Yui Kobayashi
- Division of Laboratory Medicine, Hiroshima University Hospital, Hiroshima, Japan
- Division of Clinical Support, Hiroshima University Hospital, Hiroshima, Japan
| | - Mai Ishikawa
- Division of Laboratory Medicine, Hiroshima University Hospital, Hiroshima, Japan
- Division of Clinical Support, Hiroshima University Hospital, Hiroshima, Japan
| | - Takashi Arase
- Division of Laboratory Medicine, Hiroshima University Hospital, Hiroshima, Japan
- Division of Clinical Support, Hiroshima University Hospital, Hiroshima, Japan
| | - Koji Arihiro
- Department of Anatomical Pathology, Hiroshima University Hospital, Hiroshima, Japan
| | - Shiro Oka
- Department of Gastroenterology, Hiroshima University Hospital, Hiroshima, Japan
| |
Collapse
|
28
|
Socha P, Shumbayawonda E, Roy A, Langford C, Aljabar P, Wozniak M, Chełstowska S, Jurkiewicz E, Banerjee R, Fleming K, Pronicki M, Janowski K, Grajkowska W. Quantitative digital pathology enables automated and quantitative assessment of inflammatory activity in patients with autoimmune hepatitis. J Pathol Inform 2024; 15:100372. [PMID: 38524918 PMCID: PMC10959696 DOI: 10.1016/j.jpi.2024.100372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 11/23/2023] [Accepted: 03/06/2024] [Indexed: 03/26/2024] Open
Abstract
Background Chronic liver disease diagnoses depend on liver biopsy histopathological assessment. However, due to the limitations associated with biopsy, there is growing interest in the use of quantitative digital pathology to support pathologists. We evaluated the performance of computational algorithms in the assessment of hepatic inflammation in an autoimmune hepatitis in which inflammation is a major component. Methods Whole-slide digital image analysis was used to quantitatively characterize the area of tissue covered by inflammation [Inflammation Density (ID)] and number of inflammatory foci per unit area [Focal Density (FD)] on tissue obtained from 50 patients with autoimmune hepatitis undergoing routine liver biopsy. Correlations between digital pathology outputs and traditional categorical histology scores, biochemical, and imaging markers were assessed. The ability of ID and FD to stratify between low-moderate (both portal and lobular inflammation ≤1) and moderate-severe disease activity was estimated using the area under the receiver operating characteristic curve (AUC). Results ID and FD scores increased significantly and linearly with both portal and lobular inflammation grading. Both ID and FD correlated moderately-to-strongly and significantly with histology (portal and lobular inflammation; 0.36≤R≤0.69) and biochemical markers (ALT, AST, GGT, IgG, and gamma globulins; 0.43≤R≤0.57). ID (AUC: 0.85) and FD (AUC: 0.79) had good performance for stratifying between low-moderate and moderate-severe inflammation. Conclusion Quantitative assessment of liver biopsy using quantitative digital pathology metrics correlates well with traditional pathology scores and key biochemical markers. Whole-slide quantification of disease can support stratification and identification of patients with more advanced inflammatory disease activity.
Collapse
Affiliation(s)
- Piotr Socha
- Department of Gastroenterology, Hepatology, Nutritional Disorders and Pediatrics, The Children's Memorial Health Institute, Warsaw, Poland
| | | | | | | | | | - Malgorzata Wozniak
- Department of Gastroenterology, Hepatology, Nutritional Disorders and Pediatrics, The Children's Memorial Health Institute, Warsaw, Poland
| | - Sylwia Chełstowska
- Department of Diagnostic Imaging, The Children's Memorial Health Institute, Warsaw, Poland
| | - Elzbieta Jurkiewicz
- Department of Diagnostic Imaging, The Children's Memorial Health Institute, Warsaw, Poland
| | | | | | - Maciej Pronicki
- Department of Pathology, The Children's Memorial Health Institute, Warsaw, Poland
| | - Kamil Janowski
- Department of Gastroenterology, Hepatology, Nutritional Disorders and Pediatrics, The Children's Memorial Health Institute, Warsaw, Poland
| | - Wieslawa Grajkowska
- Department of Pathology, The Children's Memorial Health Institute, Warsaw, Poland
| |
Collapse
|
29
|
Harrison SA, Dubourg J. Liver biopsy evaluation in MASH drug development: Think thrice, act wise. J Hepatol 2024; 81:886-894. [PMID: 38879176 DOI: 10.1016/j.jhep.2024.06.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 05/27/2024] [Accepted: 06/10/2024] [Indexed: 08/10/2024]
Abstract
During recent decades, the metabolic dysfunction-associated steatohepatitis (MASH) field has witnessed several paradigm shifts, including the recognition of liver fibrosis as the main predictor of major adverse liver outcomes. Throughout this evolution, liver histology has been recognised as one of the main hurdles in MASH drug development due to its invasive nature, associated cost, and high inter- and intra-reader variability. Collective experience demonstrates the importance of consistency in the central reading process, where consensus methods have emerged as appropriate ways to mitigate against well-known challenges. Using crystalized knowledge in the field, stakeholders should collectively work towards the next paradigm shift, where non-invasive biomarkers will be considered surrogate endpoints for accelerated approval. In this review, we provide an overview of the evolution of the regulatory histology endpoints and the liver biopsy reading process, within the MASH trial landscape, over recent decades; we then review the biggest challenges associated with liver biopsy endpoints. Finally, we discuss and provide recommendations on the best practices for liver biopsy evaluation in MASH drug development.
Collapse
Affiliation(s)
- Stephen A Harrison
- Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DU, UK
| | | |
Collapse
|
30
|
Takano Y, Tamai N, Yamawaki M, Noda J, Azami T, Niiya F, Nishimoto F, Maruoka N, Yamagami T, Nagahama M. Endoscopic ultrasound-guided tissue acquisition for focal liver lesions can be safely performed in patients with ascites. Endosc Int Open 2024; 12:E1309-E1314. [PMID: 39559415 PMCID: PMC11573469 DOI: 10.1055/a-2427-2427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Accepted: 09/23/2024] [Indexed: 11/20/2024] Open
Abstract
Background and study aims In patients with ascites, percutaneous liver biopsy is generally contraindicated. Because endoscopic ultrasound-guided tissue acquisition (EUS-TA) allows tissue sample obtention from the digestive tract lumen, a biopsy without the intervention of ascites may prevent adverse events (AEs). This study aimed to evaluate the safety of EUS-TA for focal liver lesions in the presence of ascites. Patients and methods A retrospective study was conducted using medical records of cases in which EUS-TA was performed on focal liver lesions between 2016 and 2022. Study participants were classified into two groups: those with ascites and those without it, and the outcomes were compared. The primary outcome was AEs. Results We included 109 cases of EUS-TA for focal liver lesions. Ascites was present in 20.1% of cases (22/109) and absent in 79.8% of cases (87/109). There were no significant differences between the two groups in clinical backgrounds and EUS-TA procedure, although fine-needle biopsy needles were significantly more frequently used in patients without ascites. In the ascites group, puncture without intervening ascites was successful in 90.9% of cases (20/22). The incidence of AEs was 4.5% (1/22) in the ascites group and 1.1% (1/87) in the non-ascites group, showing no significant difference. The two AEs were mild self-limiting abdominal pain. Conclusions In focal liver lesions with ascites, EUS-TA allows biopsy without the intervention of ascites in most cases. The incidence of AEs did not differ significantly between patients with and without ascites.
Collapse
Affiliation(s)
- Yuichi Takano
- Division of Gastroenterology, Department of Internal Medicine, Showa University Fujigaoka Hospital, Yokohama, Japan
| | - Naoki Tamai
- Division of Gastroenterology, Department of Internal Medicine, Showa University Fujigaoka Hospital, Yokohama, Japan
| | | | - Jun Noda
- Division of Gastroenterology, Department of Internal Medicine, Showa University Fujigaoka Hospital, Yokohama, Japan
| | - Tetsushi Azami
- Division of Gastroenterology, Department of Internal Medicine, Showa University Fujigaoka Hospital, Yokohama, Japan
| | - Fumitaka Niiya
- Department of Internal Medicine, Showa University Fujigaoka Hospital, Yokohama, Japan
| | - Fumiya Nishimoto
- Division of Gastroenterology, Department of Internal Medicine, Showa University Fujigaoka Hospital, Yokohama, Japan
| | - Naotaka Maruoka
- Division of Gastroenterology, Department of Internal Medicine, Showa University Fujigaoka Hospital, Yokohama, Japan
| | | | - Masatsugu Nagahama
- Division of Gastroenterology, Department of Internal Medicine, Showa University Fujigaoka Hospital, Yokohama, Japan
| |
Collapse
|
31
|
Aslan HS, Arslan M, Alver KH, Demirci M, Korkmaz M, Esen K, Turmak M, Deniz MA, Tekinhatun M, Kisbet T, Arıbal S, Önder H, Ozdemir M, Ozturk MH, Urfalı FE. Is a two-hour monitoring period sufficient and safe for patients undergoing ultrasound-guided percutaneous liver mass biopsy?: A prospective and multicenter experience. JOURNAL OF CLINICAL ULTRASOUND : JCU 2024; 52:1360-1369. [PMID: 39225264 DOI: 10.1002/jcu.23795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Revised: 07/31/2024] [Accepted: 08/08/2024] [Indexed: 09/04/2024]
Abstract
PURPOSE To investigate whether patients undergoing percutaneous liver mass biopsy (PLMB) can be safely discharged following a two-hour monitoring period. METHODS A multi-center prospective analysis was conducted for 375 patients (196 males and 179 females), mean age 63 ± 12.45 years (range 37-89) who underwent PLMB between August 2023 and March 2024. Patients were monitored for 24 h, and complications were classified as minor or major. The timing of complications was categorized into three groups: within the first two hours, between the 2nd and 24th hours, and within 1 week after 24 hours. RESULTS Minor complications occurred in 18.93% (71/375) and major complications in 2.13% (8/375). Most minor complications (80.2%, 57/71) appeared within the first two hours, 12.7% (9/71) between 2 and 24 h, and 7.1% (5/71) after 24 h. All major complications (62.5%, 5/8) except late-onset cases, occurred within the first two hours. No major complications occurred between 2 and 24 h. Late-onset major complications occurred in 37.5% (3/8) after 24 h. CONCLUSION The two-hour monitoring period did not adversely impact patient management regarding minor complications and is safe for identifying all major complications except for late-onset ones. Extending the post-biopsy recovery period does not significantly improve patient care.
Collapse
Affiliation(s)
- Halil Serdar Aslan
- Department of Radiology, Pamukkale University Faculty of Medicine, Denizli, Turkey
| | - Muhammet Arslan
- Department of Radiology, Pamukkale University Faculty of Medicine, Denizli, Turkey
| | - Kadir Han Alver
- Department of Radiology, Denizli State Hospital, Denizli, Turkey
| | - Mahmut Demirci
- Department of Radiology, Denizli State Hospital, Denizli, Turkey
| | - Mehmet Korkmaz
- Department of Radiology, Kutahya Healthy Science University Faculty of Medicine, Kutahya, Turkey
| | - Kaan Esen
- Department of Radiology, Mersin University Faculty of Medicine, Mersin, Turkey
| | - Mehmet Turmak
- Department of Radiology, Dicle University Faculty of Medicine, Diyarbakır, Turkey
| | - Muhammed Akif Deniz
- Department of Radiology, Dicle University Faculty of Medicine, Diyarbakır, Turkey
| | - Muhammed Tekinhatun
- Department of Radiology, Dicle University Faculty of Medicine, Diyarbakır, Turkey
| | - Tanju Kisbet
- Department of Radiology, University of Health Sciences, Prof Dr Cemil Tascıoglu City Hospital, İstanbul, Turkey
| | - Serkan Arıbal
- Department of Radiology, University of Health Sciences, Prof Dr Cemil Tascıoglu City Hospital, İstanbul, Turkey
| | - Hakan Önder
- Department of Radiology, University of Health Sciences, Prof Dr Cemil Tascıoglu City Hospital, İstanbul, Turkey
| | - Mustafa Ozdemir
- Department of Radiology, Sakarya University Faculty of Medicine, Sakarya, Turkey
| | - Mehmet Halil Ozturk
- Department of Radiology, Sakarya University Faculty of Medicine, Sakarya, Turkey
| | | |
Collapse
|
32
|
Sgier D, Stocker D, Jüngst C, Renzulli M, Biletska-Hanchorova H, Weber A, Kannengiesser S, Gubler C, Reiner CS. Feasibility and performance of spin-echo EPI MR elastography at 3 Tesla for staging hepatic fibrosis in the presence of hepatic iron overload. Abdom Radiol (NY) 2024; 49:3871-3882. [PMID: 38990302 PMCID: PMC11519119 DOI: 10.1007/s00261-023-04160-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 12/13/2023] [Accepted: 12/16/2023] [Indexed: 07/12/2024]
Abstract
PURPOSE To assess the feasibility and performance of MR elastography (MRE) for quantifying liver fibrosis in patients with and without hepatic iron overload. METHODS This retrospective single-center study analyzed 139 patients who underwent liver MRI at 3 Tesla including MRE (2D spin-echo EPI sequence) and R2* mapping for liver iron content (LIC) estimation. MRE feasibility and diagnostic performance between patients with normal and elevated LIC were compared. RESULTS Patients with elevated LIC (21%) had significantly higher MRE failure rates (24.1% vs. 3.6%, p < 0.001) compared to patients with normal LIC (79%). For those with only insignificant to mild iron overload (LIC < 5.4 mg/g; 17%), MRE failure rate did not differ significantly from patients without iron overload (8.3% vs. 3.6%, p = 0.315). R2* predicted MRE failure with fair accuracy at a threshold of R2* ≥ 269 s-1 (LIC of approximately 4.6 mg/g). MRE showed good diagnostic performance for detecting significant (≥ F2) and severe fibrosis (≥ F3) in patients without (AUC 0.835 and 0.900) and with iron overload (AUC 0.818 and 0.889) without significant difference between the cohorts (p = 0.884 and p = 0.913). For detecting cirrhosis MRE showed an excellent diagnostic performance in both groups (AUC 0.944 and 1.000, p = 0.009). CONCLUSION Spin-echo EPI MRE at 3 Tesla is feasible in patients with mild iron overload with good to excellent performance for detecting hepatic fibrosis with a failure rate comparable to patients without iron overload.
Collapse
Affiliation(s)
- David Sgier
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Raemistrasse 100, 8091, Zurich, Switzerland
- University of Zurich, Zurich, Switzerland
| | - Daniel Stocker
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Raemistrasse 100, 8091, Zurich, Switzerland
- University of Zurich, Zurich, Switzerland
| | - Christoph Jüngst
- University of Zurich, Zurich, Switzerland
- Department of Gastroenterology and Hepatology, University Hospital Zurich, Zurich, Switzerland
| | - Melanie Renzulli
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Raemistrasse 100, 8091, Zurich, Switzerland
- University of Zurich, Zurich, Switzerland
| | - Hanna Biletska-Hanchorova
- University of Zurich, Zurich, Switzerland
- Institute of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Achim Weber
- University of Zurich, Zurich, Switzerland
- Institute of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | | | - Christoph Gubler
- Department of Gastroenterology and Hepatology, Stadtspital Triemli, Zurich, Switzerland
| | - Caecilia S Reiner
- Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Raemistrasse 100, 8091, Zurich, Switzerland.
- University of Zurich, Zurich, Switzerland.
| |
Collapse
|
33
|
De Rosa L, Salvati A, Martini N, Chiappino D, Cappelli S, Mancini M, Demi L, Ghiadoni L, Bonino F, Brunetto MR, Faita F. An ultrasound multiparametric method to quantify liver fat using magnetic resonance as standard reference. Liver Int 2024; 44:3008-3019. [PMID: 39189634 DOI: 10.1111/liv.16078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 07/15/2024] [Accepted: 08/11/2024] [Indexed: 08/28/2024]
Abstract
BACKGROUND & AIMS There is an unmet need for a reliable and reproducible non-invasive measure of fatty liver content (FLC) for monitoring steatotic liver disease in clinical practice. Sonographic FLC assessment is qualitative and operator-dependent, and the dynamic quantification range of algorithms based on a single ultrasound (US) parameter is unsatisfactory. This study aims to develop and validate a new multiparametric algorithm based on B-mode images to quantify FLC using Magnetic Resonance (MR) values as standard reference. METHODS Patients with elevated liver enzymes and/or bright liver at US (N = 195) underwent FLC evaluation by MR and by US. Five US-derived quantitative features [attenuation rate(AR), hepatic renal-ratio(HR), diaphragm visualization(DV), hepatic-portal-vein-ratio(HPV), portal-vein-wall(PVW)] were combined by mixed linear/exponential regression in a multiparametric model (Steatoscore2.0). One hundred and thirty-four subjects were used for training and 61 for independent validations; score-computation underwent an inter-operator reproducibility analysis. RESULTS The model is based on a mixed linear/exponential combination of 3 US parameters (AR, HR, DV), modelled by 2 equations according to AR values. The computation of FLC by Steatoscore2.0 (mean ± std, 7.91% ± 8.69) and MR (mean ± std, 8.10% ± 10.31) is highly correlated with a low root mean square error in both training/validation cohorts, respectively (R = 0.92/0.86 and RMSE = 5.15/4.62, p < .001). Steatoscore2.0 identified patients with MR-FLC≥5%/≥10% with sensitivity = 93.2%/89.4%, specificity = 86.1%/95.8%, AUROC = 0.958/0.975, respectively and correlated with MR (R = 0.92) significantly (p < .001) better than CAP (R = 0.73). CONCLUSIONS Multiparametric Steatoscore2.0 measures FLC providing values highly comparable with MR. It is reliable, inexpensive, easy to use with any US equipment and qualifies to be tested in larger, prospective studies as new tool for the non-invasive screening and monitoring of FLC.
Collapse
Affiliation(s)
- Laura De Rosa
- Institute of Clinical Physiology, National Research Council, Pisa, Italy
- Department of Information Engineering and Computer Science, University of Trento, Trento, Italy
| | | | | | | | - Simone Cappelli
- Department of Clinical and Experimental Medicine, Pisa University, Pisa, Italy
| | - Marcello Mancini
- Institute of Biostructure and Bioimaging, National Research Council, Naples, Italy
| | - Libertario Demi
- Department of Information Engineering and Computer Science, University of Trento, Trento, Italy
| | - Lorenzo Ghiadoni
- Emergency Medicine Unit, Department of Clinical and Experimental Medicine, University Hospital of Pisa, Pisa, Italy
| | - Ferruccio Bonino
- Institute of Biostructure and Bioimaging, National Research Council, Naples, Italy
| | - Maurizia R Brunetto
- Hepatology Unit, Pisa University Hospital, Pisa, Italy
- Department of Clinical and Experimental Medicine, Pisa University, Pisa, Italy
- Institute of Biostructure and Bioimaging, National Research Council, Naples, Italy
| | - Francesco Faita
- Institute of Clinical Physiology, National Research Council, Pisa, Italy
| |
Collapse
|
34
|
Chang YP, Liu CH, Huang CB, Lee JY, Liu CJ, Su TH, Huang SC, Tseng TC, Chen PJ, Kao JH. Serum Mac-2 binding protein glycosylation isomer dynamics in patients achieving sustained virologic response for hepatitis C virus. J Gastroenterol Hepatol 2024; 39:2439-2446. [PMID: 38987197 DOI: 10.1111/jgh.16680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 06/10/2024] [Accepted: 07/02/2024] [Indexed: 07/12/2024]
Abstract
BACKGROUND AND AIM Understanding the dynamics of serum Mac-2 binding protein glycosylation isomer (M2BPGi) remains pivotal for hepatitis C virus (HCV) patients' post-sustained virologic response (SVR12) through direct-acting antivirals (DAAs). METHODS We compared areas under receiver operating characteristic curves (AUROCs) of M2BPGi, FIB-4, and APRI and assess M2BPGi cutoff levels in predicting fibrosis stages of ≥F3 and F4 utilizing transient elastography in 638 patients. Variations in M2BPGi levels from pretreatment to SVR12 and their association with pretreatment alanine transaminase (ALT) levels and fibrosis stage were investigated. RESULTS The AUROCs of M2BPGi were comparable to FIB-4 in predicting ≥F3 (0.914 vs 0.902, P = 0.48) and F4 (0.947 vs 0.915, P = 0.05) but were superior to APRI in predicting ≥F3 (0.914 vs 0.851, P = 0.001) and F4 (0.947 vs 0.857, P < 0.001). Using M2BPGi cutoff values of 2.83 and 3.98, fibrosis stages of ≥F3 and F4 were confirmed with a positive likelihood ratio ≥10. The median M2BPGi change was -0.55. Patients with ALT levels ≥5 times ULN or ≥F3 demonstrated more pronounced median decreases in M2BPGi level compared to those with ALT levels 2-5 times ULN and <2 times ULN (-0.97 vs -0.68 and -0.44; P < 0.001) or with < F3 (-1.52 vs -0.44; P < 0.001). CONCLUSIONS Serum M2BPGi is a reliable marker for advanced hepatic fibrosis. Following viral clearance, there is a notable M2BPGi decrease, with the extent of reduction influenced by ALT levels and fibrosis stage.
Collapse
Affiliation(s)
- Yu-Ping Chang
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Chen-Hua Liu
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital, Yun-Lin Branch, Douliou, Taiwan
| | - Chiuan-Bo Huang
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Ji-Yuh Lee
- Department of Internal Medicine, National Taiwan University Hospital, Yun-Lin Branch, Douliou, Taiwan
| | - Chun-Jen Liu
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
- Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Tung-Hung Su
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Shang-Chin Huang
- Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
- Department of Internal Medicine, National Taiwan University Hospital Bei-Hu Branch, Taipei, Taiwan
| | - Tai-Chung Tseng
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
- Department of Medical Research, National Taiwan University Hospital, Taipei, Taiwan
| | - Pei-Jer Chen
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
- Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Jia-Horng Kao
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
- Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, Taiwan
- Department of Medical Research, National Taiwan University Hospital, Taipei, Taiwan
| |
Collapse
|
35
|
Hiyama Y, Fujino H, Namba M, Fujii Y, Uchikawa S, Ono A, Nakahara T, Murakami E, Kawaoka T, Miki D, Tsuge M, Oka S. Value of autotaxin for hepatocellular carcinoma risk assessment in chronic hepatitis B patients treated with nucleos(t)ide analogs. Hepatol Res 2024; 54:981-992. [PMID: 38539054 DOI: 10.1111/hepr.14042] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 02/23/2024] [Accepted: 03/14/2024] [Indexed: 11/03/2024]
Abstract
AIM Autotaxin (ATX) is a newly identified liver fibrosis biomarker; however, its clinical usefulness remains unclear. Therefore, we analyzed the changes in patients with chronic hepatitis B virus infection treated with nucleos(t)ide analogs (NAs) to evaluate its usefulness. We also investigated the predictors of hepatocellular carcinoma development, including ATX, in patients with chronic hepatitis B based on their clinical characteristics. METHODS This retrospective study included 179 patients with hepatitis B virus infection treated with NAs for >2 years. First, we measured the ATX levels before and up to 10 years after initiating entecavir (therapy for 88 patients whose serial ATX levels could be measured before and during entecavir therapy. Subsequently, for 179 patients whose ATX levels could be measured at the commencement of NAs, we examined the factors involved in developing hepatocellular carcinoma, including ATX. RESULTS The ATX levels showed a gradual and significant decrease during the observation period of up to 10 years. Multivariable analysis showed that a baseline ATX/upper limits of normal ratio ≥1.214, age, and alkaline phosphatase levels were independent risk factors for hepatocellular carcinoma development. The combination of age and ATX/upper limits of normal ratio was used to stratify the high-risk groups for liver carcinogenesis. CONCLUSIONS A decrease in ATX levels up to 10 years after the commencement of therapy suggested that ATX is a helpful biomarker in evaluating fibrosis in patients undergoing long-term NA therapy. Furthermore, this study showed that combining age and the baseline ATX/upper limits of normal ratio may help identify high-risk carcinogenesis groups.
Collapse
Affiliation(s)
- Yuichi Hiyama
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
- Clinical Research Center in Hiroshima, Hiroshima University Hospital, Hiroshima, Japan
| | - Hatsue Fujino
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Maiko Namba
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Yasutoshi Fujii
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
- Cancer Treatment Center, Hiroshima University Hospital, Hiroshima, Japan
| | - Shinsuke Uchikawa
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Atsushi Ono
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Takashi Nakahara
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Eisuke Murakami
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Tomokazu Kawaoka
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Daiki Miki
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Masataka Tsuge
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Shiro Oka
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| |
Collapse
|
36
|
Jusufi AH, Trajkovska M. Correlation Between Real-Time Shear Wave Elastography and Liver Serum Markers in Determining the Stage of Liver Fibrosis in Patients with Chronic Liver Diseases. Pril (Makedon Akad Nauk Umet Odd Med Nauki) 2024; 45:85-106. [PMID: 39667001 DOI: 10.2478/prilozi-2024-0026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2024]
Abstract
Introduction: Non-invasive methods aim to predict the stage of liver fibrosis in line with histological findings via biopsy. Shear wave elastography and serum markers are proven as accurate non-invasive methods for determining liver fibrosis as a modern non-invasive methods compared to liver biopsy in staging hepatic fibrosis. Aims: This study aims to determine the correlation between Shear Wave Elastography and indirect and direct serum markers of fibrosis when staging liver fibrosis. Material and methods: The study was conducted in the Clinic of Gastroenterohepatology, the Institute of Immunology and Human Genetics, and the Institute of Pathology between 2021 and 2023. The study comprises 70 patients with liver lesions, diagnosed based on clinical results, laboratory tests, and ultra-sound imaging. All patients underwent liver biopsy, classified according to Ishak and Metavir score as a reference method for diagnosing liver fibrosis. Real-time shear wave elastography was also performed as a non-invasive method and serum markers were checked for liver fibrosis. Findings: The statistical analysis indicated a positive correlation between the values of direct and indirect liver fibrosis markers and Shear Wave Elastography results. Conclusion: Our study has demonstrated that shear wave elastography has a significant positive correlation with biochemical markers of liver lesions and serum markers of liver fibrosis, whereas it has a negative correlation with platelets.
Collapse
Affiliation(s)
- Arzana Hasani Jusufi
- Clinic of Gastroenterohepatology, Ss. Cyril and Methodius University of Skopje, Republic of North Macedonia
| | - Meri Trajkovska
- Clinic of Gastroenterohepatology, Ss. Cyril and Methodius University of Skopje, Republic of North Macedonia
| |
Collapse
|
37
|
Jiang Z, Chu H, Wang Z, Murad MH, Siegel LK. Estimating reference intervals from an IPD meta-analysis using quantile regression. BMC Med Res Methodol 2024; 24:251. [PMID: 39462323 PMCID: PMC11514908 DOI: 10.1186/s12874-024-02378-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Accepted: 10/21/2024] [Indexed: 10/29/2024] Open
Abstract
BACKGROUND Reference intervals, which define an interval in which a specific proportion of measurements from a healthy population are expected to fall, are commonly used in medical practice. Synthesizing information from multiple studies through meta-analysis can provide a more precise and representative reference interval than one derived from a single study. However, the current approaches for estimating the reference interval from a meta-analysis mainly rely on aggregate data and require parametric distributional assumptions that cannot always be checked. METHODS With the availability of individual participant data (IPD), non-parametric methods can be used to estimate reference intervals without any distributional assumptions. Furthermore, patient-level covariates can be introduced to estimate personalized reference intervals that may be more applicable to specific patients. This paper introduces quantile regression as a method to estimate the reference interval from an IPD meta-analysis under the fixed effects model. RESULTS We compared several non-parametric bootstrap methods through simulation studies to account for within-study correlation. Under fixed effects model, we recommend keeping the studies fixed and only randomly sampling subjects with replacement within each study. CONCLUSION We proposed to use the quantile regression in the IPD meta-analysis to estimate the reference interval. Based on the simulation results, we identify an optimal bootstrap strategy for estimating the uncertainty of the estimated reference interval. An example of liver stiffness measurements, a clinically important diagnostic test without explicitly established reference range in children, is provided to demonstrate the use of quantile regression in estimating both overall and subject-specific reference intervals.
Collapse
Affiliation(s)
- Ziren Jiang
- Division of Biostatistics and Health Data Science, University of Minnesota, 2221 University Ave. SE., Ste. 200, Minneapolis, MN, 55414, USA
| | - Haitao Chu
- Division of Biostatistics and Health Data Science, University of Minnesota, 2221 University Ave. SE., Ste. 200, Minneapolis, MN, 55414, USA
- Statistical Research and Data Science Center, Pfizer Inc., New York, USA
| | - Zhen Wang
- Evidence-Based Practice Center, Robert D. and Patria E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, USA
| | - M Hassan Murad
- Evidence-Based Practice Center, Robert D. and Patria E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, USA
| | - Lianne K Siegel
- Division of Biostatistics and Health Data Science, University of Minnesota, 2221 University Ave. SE., Ste. 200, Minneapolis, MN, 55414, USA.
| |
Collapse
|
38
|
Low G, Chee RKW, Wong YJ, Tandon P, Manolea F, Locas S, Ferguson C, Tu W, Wilson MP. Abbreviated Multiparametric MR Solution (the "Liver Triple Screen"), the Future of Non-Invasive MR Quantification of Liver Fat, Iron, and Fibrosis. Diagnostics (Basel) 2024; 14:2373. [PMID: 39518341 PMCID: PMC11545674 DOI: 10.3390/diagnostics14212373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2024] [Revised: 10/18/2024] [Accepted: 10/23/2024] [Indexed: 11/16/2024] Open
Abstract
Background/Objectives: To review the findings of a multiparametric MRI (the "liver triple screen") solution for the non-invasive assessment of liver fat, iron, and fibrosis in patients with chronic liver disease (CLD). Methods: A retrospective evaluation of all consecutive triple screen MRI cases was performed at our institution over the last 32 months. Relevant clinical, laboratory, and radiologic data were analyzed using descriptive statistics. Results: There were 268 patients, including 162 (60.4%) males and 106 (39.6%) females. The mean age was 54 ± 15.2 years (range 16 to 71 years). The most common cause of CLD was metabolic dysfunction-associated steatotic liver disease (MASLD) at 45.5%. The most common referring physician group was Gastroenterology at 62.7%. In 23.9% of cases, the reason for ordering the MRI was a pre-existing failed or unreliable US elastography. There were 17 cases (6.3%) of MRI technical failure. Our analysis revealed liver fibrosis in 66% of patients, steatosis in 68.3%, and iron overload in 22.1%. Combined fibrosis and steatosis were seen in 28.7%, steatosis and iron overload in 16.8%, fibrosis and iron overload in 6%, and combined fibrosis, steatosis, and iron overload in 4.1%. A positive MEFIB index, a predictor of liver-related outcomes, was found in 57 (27.5%) of 207 patients. Incidental findings were found in 14.9% of all MRIs. Conclusions: The liver triple screen MRI is an effective tool for evaluating liver fat, iron, and fibrosis in patients with CLD. It provides essential clinical information and can help identify MASLD patients at risk for liver-related outcomes.
Collapse
Affiliation(s)
- Gavin Low
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB T6G 1C9, Canada (F.M.); (S.L.); (C.F.); (W.T.); (M.P.W.)
| | - Ryan K. W. Chee
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB T6G 1C9, Canada (F.M.); (S.L.); (C.F.); (W.T.); (M.P.W.)
| | - Yu Jun Wong
- Division of Gastroenterology (Liver Unit), University of Alberta, Edmonton, AB T6G 1C9, Canada; (Y.J.W.); (P.T.)
| | - Puneeta Tandon
- Division of Gastroenterology (Liver Unit), University of Alberta, Edmonton, AB T6G 1C9, Canada; (Y.J.W.); (P.T.)
| | - Florin Manolea
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB T6G 1C9, Canada (F.M.); (S.L.); (C.F.); (W.T.); (M.P.W.)
| | - Stephanie Locas
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB T6G 1C9, Canada (F.M.); (S.L.); (C.F.); (W.T.); (M.P.W.)
| | - Craig Ferguson
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB T6G 1C9, Canada (F.M.); (S.L.); (C.F.); (W.T.); (M.P.W.)
| | - Wendy Tu
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB T6G 1C9, Canada (F.M.); (S.L.); (C.F.); (W.T.); (M.P.W.)
| | - Mitchell P. Wilson
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB T6G 1C9, Canada (F.M.); (S.L.); (C.F.); (W.T.); (M.P.W.)
| |
Collapse
|
39
|
Xu C, Zhao Y, Chen H, Ren W, Yang X, Zheng W, Yin Q, Pan H. Risk factors for significant histological changes in both HBeAg positive and negative treatment-naive chronic hepatitis B with persistently normal alanine aminotransferase level. BMC Infect Dis 2024; 24:1120. [PMID: 39379873 PMCID: PMC11460226 DOI: 10.1186/s12879-024-10015-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Accepted: 09/30/2024] [Indexed: 10/10/2024] Open
Abstract
BACKGROUND Chronic hepatitis B virus (HBV) infection remains a serious health issue, and determining the optimal time for antiviral therapy is challenging. We aimed to assess liver histological changes in patients with HBeAg-positive chronic hepatitis B (CHB) and those with HBeAg-negative CHB who had persistently normal alanine aminotransferase and to determine the association between significant liver injury and various clinical parameters. METHODS We retrospectively included, in this study, 339 treatment-naïve patients with chronic HBV infections who had persistently normal alanine aminotransferase and underwent liver biopsy from 2013 to 2023. Histologic assessment was based on the Metavir scoring system to evaluate the association between clinical characteristics and the severity of liver inflammation and fibrosis. RESULTS Among the included participants, 138 were HBeAg-positive and 201 were HBeAg-negative. Lower hepatitis B surface antigen (HBsAg) (P = 0.003) and higher aspartate aminotransferase (AST) (P = 0.002) levels were associated with significant necroinflammation, whereas increasing age (P = 0.004) and lower HBV DNA (P < 0.001) levels were associated with significant fibrosis in HBeAg-positive patients with normal ALT levels. Higher HBV-DNA (P = 0.001) and AST levels(P < 0.001) were associated with significant necroinflammation, and higher AST(P < 0.001) levels were associated with significant fibrosis in HBeAg-negative patients. CONCLUSIONS A substantial proportion of patients with HBV infection who had normal ALT presented significant liver injury. HBsAg and AST were independent predictive factors for evaluating inflammation, while HBV DNA load and age were independent predictive factors for evaluating fibrosis in the HBeAg-positive group. HBV DNA load and AST were independent predictive factors for evaluating inflammation, while AST were independent predictive factors for evaluating fibrosis in the HBeAg-negative group.
Collapse
Affiliation(s)
- Chengan Xu
- Center for General Practice Medicine, Department of Infectious Diseases, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, Zhejiang, China
| | - Yue Zhao
- School of Public Health, Hangzhou Medical College, Hangzhou, China
| | - Hanzhu Chen
- Center for General Practice Medicine, Department of Infectious Diseases, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, Zhejiang, China
| | - Wenya Ren
- Center for General Practice Medicine, Department of Infectious Diseases, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, Zhejiang, China
| | - Xingdi Yang
- Center for General Practice Medicine, Department of Infectious Diseases, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, Zhejiang, China
| | - Wei Zheng
- Center for General Practice Medicine, Department of Infectious Diseases, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, Zhejiang, China
| | - Qiaoqiao Yin
- Center for General Practice Medicine, Department of Infectious Diseases, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, Zhejiang, China
| | - Hongying Pan
- Center for General Practice Medicine, Department of Infectious Diseases, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, Zhejiang, China.
| |
Collapse
|
40
|
Khalifa A, Rockey DC. The Value of Liver Biopsy and Histology in Liver Disease Diagnosis and Patient Care-a Pragmatic Prospective Clinical Practice Study. J Clin Gastroenterol 2024; 58:912-916. [PMID: 38047588 DOI: 10.1097/mcg.0000000000001950] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 10/29/2023] [Indexed: 12/05/2023]
Abstract
GOALS We aimed to examine the correlation of pre-biopsy clinical diagnosis with hepatic histopathology. BACKGROUND Liver biopsy provides histologic information and informs physicians about the underlying clinical disease. We hypothesized that expert physicians' pre-biopsy clinical diagnoses may obviate the need for histopathological diagnosis. STUDY METHODS Patients undergoing liver biopsy to investigate a liver diagnosis were prospectively identified. In the 80 patients included, an anonymous validated questionnaire inquiring about the most likely clinical diagnosis and liver disease stage was completed prospectively by hepatologists before biopsy performance. RESULTS The most common pre-biopsy diagnoses were alcoholic liver disease (19 diagnoses), followed by non-alcoholic steatohepatitis and autoimmune hepatitis (18 each). Overall, the predicted histologic diagnosis was the same as the histologic diagnosis in 51/80 patients (64%), and thus a new liver disease diagnosis was made in 36% of patients. The diagnosis with the greatest pre-biopsy and post-biopsy diagnosis discrepancy was autoimmune hepatitis, with the correct diagnosis being predicted in 6/18 (33%) of patients (other diagnoses included the following: non-alcoholic steatohepatitis/non-alcoholic fatty liver disease (4), alcoholic liver disease (3), drug-induced liver injury (3), others (2)). For fibrosis staging, when grouped as no fibrosis (F0), fibrosis (F1-F3), or cirrhosis (F4), the fibrosis stage was correctly predicted in 68% of patients (54/80). Notably, 7 patients (9%) who were initially thought to have no or early-stage fibrosis had F4 fibrosis, and 6/80 (8%) patients who were considered to have a liver disease diagnosis before their biopsy had normal histology. CONCLUSIONS Although hepatology experts often predict the correct underlying liver disease diagnosis, histopathological diagnoses different from expected are common.
Collapse
Affiliation(s)
- Ali Khalifa
- Digestive Disease Research Center, Medical University of South Carolina, Charleston, SC
| | | |
Collapse
|
41
|
Dogan B, Kunay B, Umman V, Kıran Taşçı E, Kumcuoğlu Z, Gulbahar F, Nart D, Karakoyun M, Cetin F, Aydogdu S. Transient Elastography for Noninvasive Evaluation of Posttransplant Liver Graft Fibrosis in Turkish Children, Ege University Children Hospital Experience. Clin Transplant 2024; 38:e15474. [PMID: 39367765 DOI: 10.1111/ctr.15474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 08/18/2024] [Accepted: 09/14/2024] [Indexed: 10/07/2024]
Abstract
OBJECTIVES The influence of advancing fibrosis on graft survival in the context of pediatric liver transplantation accentuates the critical role of protocol-driven liver biopsies, a practice adopted by numerous medical centers. Consequently, the exigency for noninvasive methodologies to assess graft fibrosis assumes heightened importance when conventional clinical and laboratory parameters fail to reveal signs of liver damage. METHODS This study aimed to assess the reliability of transient elastography (TE) in pediatric liver transplant recipients to detect graft fibrosis and compare the results of TE in patients who underwent biopsy. RESULTS This prospective cohort study included liver transplanted children who underwent biopsy at Ege University Children's Hospital between October 1, 2021, and October 31, 2022, and a healthy control group. According to TE, fibrosis was detected in 40 patients, and no fibrosis was detected in 50. The median time to develop fibrosis was 100 months (95% CI [83.1-116.8]). A statistically significant positive correlation existed between LSM and METAVIR fibrosis score (r = 0.562, p = 0.001). There was a statistically significant difference in LSM between patients with F2 fibrosis (7.8-8.8 kPa ± 3.2) compared to patients with F0 fibrosis (5.2 kPa ± 0.7) (p = 0.005) and F1 fibrosis (6.1 kPa ± 1.5) (p = 0.041), on ANOVA. CONCLUSION Liver allograft fibrosis is common in long-term follow-up in children who have undergone liver transplantation. Abnormal TE may guide physicians to consider liver biopsy to detect late allograft fibrosis in these children.
Collapse
Affiliation(s)
- Barut Dogan
- Division of Gastroenterology, Hepatology and Nutrition Disease, Department of Pediatrics, Medical School of Ege University, Izmir, Turkey
| | - Bora Kunay
- Division of Gastroenterology, Hepatology and Nutrition Disease, Department of Pediatrics, Medical School of Ege University, Izmir, Turkey
| | - Veysel Umman
- Department of General Surgery, Medical School of Ege University, İzmir, Turkey
| | - Ezgi Kıran Taşçı
- Department of Pediatrics, Gastroenterology, Hepatology, and Nutrition Disease, Medical School of Ege University, Sivas, Turkey
| | - Ziya Kumcuoğlu
- Department of Radiology, Ege-Rad Radiology and Nuclear Medicine Laboratory, İzmir, Bornova, Turkey
| | - Fatih Gulbahar
- Department of Radiology, Ege-Rad Radiology and Nuclear Medicine Laboratory, İzmir, Bornova, Turkey
| | - Deniz Nart
- Department of Pathology, Medical School of Ege University, İzmir, Bornova, Turkey
| | - Miray Karakoyun
- Division of Gastroenterology, Hepatology and Nutrition Disease, Department of Pediatrics, Medical School of Ege University, Izmir, Turkey
| | - Funda Cetin
- Division of Gastroenterology, Hepatology and Nutrition Disease, Department of Pediatrics, Medical School of Ege University, Izmir, Turkey
| | - Sema Aydogdu
- Division of Gastroenterology, Hepatology and Nutrition Disease, Department of Pediatrics, Medical School of Ege University, Izmir, Turkey
| |
Collapse
|
42
|
Wang J, Tang S, Wu J, Xu S, Sun Q, Zhou Z, Xu X, Liu Y, Liu Q, Mao Y, He J, Zhang X, Yin Y. Radiomic Features at Contrast-Enhanced CT Predict Virus-Driven Liver Fibrosis: A Multi-Institutional Study. Clin Transl Gastroenterol 2024; 15:e1. [PMID: 38801182 PMCID: PMC11500785 DOI: 10.14309/ctg.0000000000000712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 04/30/2024] [Indexed: 05/29/2024] Open
Abstract
INTRODUCTION Liver fibrosis is a major cause of morbidity and mortality among in patients with chronic hepatitis. Radiomics, particularly of the spleen, may improve diagnostic accuracy and treatment strategies. External validations are necessary to ensure reliability and generalizability. METHODS In this retrospective study, we developed 3 radiomics models using contrast-enhanced computed tomography scans from 167 patients with liver fibrosis (training group) between January 2020 and December 2021. Radiomic features were extracted from arterial venous, portal venous, and equilibrium phase images. Recursive feature selection random forest and the least absolute shrinkage and selection operator logistic regression were used for feature selection and dimensionality reduction. Performance was assessed by area under the curve, C-index, calibration plots, and decision curve analysis. External validation was performed on 114 patients from 2 institutions. RESULTS Twenty-five radiomic features were significantly associated with fibrosis stage, with 80% of the top 10 features originating from portal venous phase spleen images. The radiomics models showed good performance in the validation cohort (C-indices 0.723-0.808) and excellent calibration. Decision curve analysis indicated clinical benefits, with machine learning-based radiomics models (Random Forest score and support vector machine based radiomics score) providing more significant advantages. DISCUSSION Radiomic features offer significant benefits over existing serum indices for staging virus-driven liver fibrosis, underscoring the value of radiomics in enhancing diagnostic accuracy. Specifically, radiomics analysis of the spleen presents additional noninvasive options for assessing fibrosis, highlighting its potential in improving patient management and outcomes.
Collapse
Affiliation(s)
- Jincheng Wang
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
- Graduate School of Medical Science and Engineering, Hokkaido University, Sapporo, Japan
| | - Shengnan Tang
- Department of Nuclear Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Jin Wu
- Department of Nuclear Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Shanshan Xu
- Department of Nuclear Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
- Department of PET/CT Center, Jiangsu Cancer Hospital, The Affiliated Cancer Hospital of Nanjing Medical University, Jiangsu Institute of Cancer Research, Nanjing, China
| | - Qikai Sun
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Zheyu Zhou
- Department of General Surgery, Nanjing Drum Tower Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Graduate School of Peking Union Medical College, Nanjing, China
| | - Xiaoliang Xu
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Yang Liu
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Qiaoyu Liu
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Yingfan Mao
- Department of Nuclear Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Jian He
- Department of Nuclear Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Xudong Zhang
- Department of Hepato-biliary-pancreatic Surgery, The Affiliated Changzhou No. 2 People’s Hospital of Nanjing Medical University, Changzhou, China
| | - Yin Yin
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| |
Collapse
|
43
|
Zhao A, Hao B, Liu S, Qiu X, Ming X, Yang X, Cai J, Li Z, Chen X. A Prediction Nomogram of Severe Obstructive Sleep Apnea in Patients with Obesity Based on the Liver Stiffness and Abdominal Visceral Adipose Tissue Quantification. Nat Sci Sleep 2024; 16:1515-1527. [PMID: 39364433 PMCID: PMC11448031 DOI: 10.2147/nss.s475534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 08/18/2024] [Indexed: 10/05/2024] Open
Abstract
Purpose The diagnosis of severe OSA still relies on polysomnography, which causes a strong sense of restraint in patients with obesity. However, better prediction tools for severe OSA applicable to patients with obesity have not been developed. Patients and Methods Relevant clinical data of 1008 patients with OSA who underwent bariatric surgery in our hospital were collected retrospectively. Patients were divided into training and test cohorts by machine learning. Univariate and multivariate logistic regression analysis was used to screen associations, including liver stiff measurement (LSM) and abdominal visceral tissue (aVAT), and to construct a severe OSA risk prediction nomogram. Then, we evaluated the effectiveness of our model and compared our model with the traditional Epworth Sleepiness Scale (ESS) model. Finally, our associations were used to explore the correlation with other indicators of OSA severity. Results Our study revealed that age, biological sex, BMI, LSM, aVAT, and LDL were independent risk factors for severe OSA in patients with obesity. A severe OSA risk prediction nomogram constructed by six indicators possessed high AUC (0.845), accuracy (77.6%), and relatively balanced specificity and sensitivity (72.4%, 82.8%). The Hosmer-Lemeshow test (P=0.296, 0.785), calibration curves, and DCA of the training and test cohorts suggested better calibration and more net clinical benefit. Compared with the traditional ESS model, our model had higher AUC (0.829 vs 0.545), sensitivity (78.9% vs 12.2%), PPV (77.9% vs 53.3%), and accuracy (75.4% vs 55.2%). In addition, the associations in our model were independently correlated with other indicators reflecting OSA severity. Conclusion We provided a simple, cheap, and non-invasive nomogram of severe OSA risk prediction for patients with obesity, which would be helpful for preventing further complications associated with severe OSA.
Collapse
Affiliation(s)
- Anbang Zhao
- Department of Otorhinolaryngology, Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Sleep Medicine Center, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
| | - Bin Hao
- Department of Otorhinolaryngology, Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Sleep Medicine Center, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
| | - Simin Liu
- Department of Neurosurgery, Union Hospital Tongji Medical College Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| | - Xiaoyu Qiu
- Department of Otorhinolaryngology, Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Sleep Medicine Center, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
| | - Xiaoping Ming
- Department of Otorhinolaryngology, Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Sleep Medicine Center, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
| | - Xiuping Yang
- Department of Otorhinolaryngology, Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Sleep Medicine Center, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
| | - Jie Cai
- Department of Otorhinolaryngology, Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Sleep Medicine Center, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
| | - Zhen Li
- Department of Hepatobiliary and Pancreatic Surgery, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Bariatric and Metabolic Disease Surgery Center, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
| | - Xiong Chen
- Department of Otorhinolaryngology, Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
- Sleep Medicine Center, Zhongnan Hospital of Wuhan University, Wuhan, People’s Republic of China
| |
Collapse
|
44
|
Semash K. Evaluation and Management of Living Donors in the Setting of Living Donor Liver Transplant Program in the Republic of Uzbekistan. EXP CLIN TRANSPLANT 2024; 22:664-674. [PMID: 39431833 DOI: 10.6002/ect.2024.0148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2024]
Abstract
In the Republic of Uzbekistan, the history of liver transplantation began in 2018, but this type of medical care was introduced regularly only in 2021. The selection, preparation, and perioperative management of living liver donors can be complicated and have importance in the type of responsible medical care, which requires maximum doctor involvement at all stages. This review has detailed the donor selection algorithm in the Republic of Uzbekistan, donor preparation for liver resection, and basic principles of liver resection surgery in living donors. Algorithms for postoperative donor management and rehabilitation have also been described in detail.
Collapse
|
45
|
Chon YE, Jin YJ, An J, Kim HY, Choi M, Jun DW, Kim MN, Han JW, Lee HA, Yu JH, Kim SU. Optimal cut-offs of vibration-controlled transient elastography and magnetic resonance elastography in diagnosing advanced liver fibrosis in patients with nonalcoholic fatty liver disease: A systematic review and meta-analysis. Clin Mol Hepatol 2024; 30:S117-S133. [PMID: 39165159 PMCID: PMC11493355 DOI: 10.3350/cmh.2024.0392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Revised: 08/19/2024] [Accepted: 08/20/2024] [Indexed: 08/22/2024] Open
Abstract
BACKGROUND/AIMS Opinions differ regarding vibration-controlled transient elastography and magnetic resonance elastography (VCTE/MRE) cut-offs for diagnosing advanced fibrosis (AF) in patients with non-alcoholic fatty liver disease (NAFLD). We investigated the diagnostic performance and optimal cut-off values of VCTE and MRE for diagnosing AF. METHODS Literature databases, including Medline, EMBASE, Cochrane Library, and KoreaMed, were used to identify relevant studies published up to June 13, 2023. We selected studies evaluating VCTE and MRE regarding the degree of liver fibrosis using liver biopsy as the reference. The sensitivity, specificity, and area under receiver operating characteristics curves (AUCs) of the pooled data for VCTE and MRE for each fibrosis stage and optimal cut-offs for AF were investigated. RESULTS A total of 19,199 patients from 63 studies using VCTE showed diagnostic AUC of 0.83 (95% confidence interval: 0.80-0.86), 0.83 (0.80-0.86), 0.87 (0.84-0.90), and 0.94 (0.91-0.96) for ≥F1, ≥F2, ≥F3, and F4 stages, respectively. Similarly, 1,484 patients from 14 studies using MRE showed diagnostic AUC of 0.89 (0.86-0.92), 0.92 (0.89-0.94), 0.89 (0.86-0.92), and 0.94 (0.91-0.96) for ≥F1, ≥F2, ≥F3, and F4 stages, respectively. The diagnostic AUC for AF using VCTE was highest at 0.90 with a cut-off of 7.1-7.9 kPa, and that of MRE was highest at 0.94 with a cut-off of 3.62-3.8 kPa. CONCLUSION VCTE (7.1-7.9 kPa) and MRE (3.62-3.8 kPa) with the suggested cut-offs showed favorable accuracy for diagnosing AF in patients with NAFLD. This result will serve as a basis for clinical guidelines for non-invasive tests and differential diagnosis of AF.
Collapse
Affiliation(s)
- Young Eun Chon
- Department of Gastroenterology, CHA Bundang Medical Center, CHA University, Seongnam, Korea
| | - Young-Joo Jin
- Department of Internal Medicine, Inha University Hospital, Inha University School of Medicine, Incheon, Korea
| | - Jihyun An
- Department of Gastroenterology and Hepatology, Hanyang University Guri Hospital, Hanyang University College of Medicine, Guri, Korea
| | - Hee Yeon Kim
- Department of Internal Medicine, College of Medicine, Bucheon St. Mary’s Hospital, The Catholic University of Korea, Seoul, Korea
| | - Miyoung Choi
- Division of Health Technology Assessment Research, National Evidence-Based Healthcare Collaborating Agency (NECA), Seoul, Korea
| | - Dae Won Jun
- Department of Internal Medicine, Hanyang University Hospital, Hanyang University College of Medicine, Seoul, Korea
| | - Mi Na Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Seoul, Korea
| | - Ji Won Han
- Department of Internal Medicine, College of Medicine, Seoul St. Mary’s Hospital, The Catholic University of Korea, Seoul, Korea
| | - Han Ah Lee
- Department of Internal Medicine, Chung-Ang University College of Medicine, Seoul, Korea
| | - Jung Hwan Yu
- Department of Internal Medicine, Inha University Hospital, Inha University School of Medicine, Incheon, Korea
| | - Seung Up Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Seoul, Korea
| |
Collapse
|
46
|
Zhou Y, Nie M, Mao F, Zhou H, Zhao L, Ding J, Kan Y, Jing X. Associations Between Multiparametric US-Based Indicators and Pathological Status in Patients with Metabolic Associated Fatty Liver Disease. ULTRASOUND IN MEDICINE & BIOLOGY 2024; 50:1395-1402. [PMID: 38871490 DOI: 10.1016/j.ultrasmedbio.2024.05.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 04/05/2024] [Accepted: 05/16/2024] [Indexed: 06/15/2024]
Abstract
OBJECTIVE Noninvasive evaluation of metabolic dysfunction-associated fatty liver disease (MAFLD) using ultrasonography holds significant clinical value. The associations between ultrasound (US)-based parameters and the pathological spectra remain unclear and controversial. This study aims to investigate the associations thoroughly. METHODS The participants with MAFLD undergoing liver biopsy and multiparametric ultrasonography were prospectively recruited from December 2020 to September 2022. Three US-based parameters, namely attenuation coefficient (AC), liver stiffness (LS) and dispersion slope (DS) were obtained. The relationship between these parameters and steatosis grades, inflammation grades and fibrosis stages was examined. RESULTS In this study with 116 participants, AC values significantly differed across distinct steatosis grades (p < 0.001), while DS and LS values varied among inflammation grades (p < 0.001) and fibrosis stages (p < 0.001). The area under the receiver operating characteristic curves (AUCs) of AC ranged from 0.82 to 0.84 for differentiating steatosis grades, while AUCs of LS ranged from 0.62 to 0.76 for distinguishing inflammation grades and 0.83-0.95 for discerning fibrosis stages. AUCs for DS ranged from 0.79 to 0.81 in discriminating inflammation grades and 0.80-0.88 for differentiating fibrosis stages. Subgroup analysis revealed that LS demonstrated different trends in inflammation grade but consistent trends in fibrosis stage across subgroups, whereas DS showed consistent trends for both inflammation grade and fibrosis stage across all subgroups. CONCLUSION AC values indicate the degree of hepatic steatosis but not inflammation or fibrosis. LS values are determined only by fibrosis stage and are not associated with inflammation grades. DS values are associated with both fibrosis and inflammation grades.
Collapse
Affiliation(s)
- Yan Zhou
- Department of Ultrasound, Tianjin Third Central Hospital, Tianjin, China; Tianjin Institute of Hepatobiliary Disease, Tianjin Key Laboratory of Extracorporeal, Life Support for Critical Diseases, Artificial Cell Engineering Technology Research, Center, Tianjin Third Central Hospital, Tianjin, China
| | - Mengjin Nie
- Department of Ultrasound, Tianjin Third Central Hospital, Tianjin, China; The Third Central Clinical College of Tianjin Medical University, Tianjin, China
| | - Feng Mao
- Department of Ultrasound, Zhongshan Hospital Fudan University, Shanghai
| | - Hongyu Zhou
- Department of Ultrasound, Tianjin Third Central Hospital, Tianjin, China; Tianjin Institute of Hepatobiliary Disease, Tianjin Key Laboratory of Extracorporeal, Life Support for Critical Diseases, Artificial Cell Engineering Technology Research, Center, Tianjin Third Central Hospital, Tianjin, China
| | - Lin Zhao
- Department of Ultrasound, Tianjin Third Central Hospital, Tianjin, China; Tianjin Institute of Hepatobiliary Disease, Tianjin Key Laboratory of Extracorporeal, Life Support for Critical Diseases, Artificial Cell Engineering Technology Research, Center, Tianjin Third Central Hospital, Tianjin, China
| | - Jianmin Ding
- Department of Ultrasound, Tianjin Third Central Hospital, Tianjin, China; Tianjin Institute of Hepatobiliary Disease, Tianjin Key Laboratory of Extracorporeal, Life Support for Critical Diseases, Artificial Cell Engineering Technology Research, Center, Tianjin Third Central Hospital, Tianjin, China
| | - Yanmin Kan
- Department of Ultrasound, Tianjin Third Central Hospital, Tianjin, China; Tianjin Institute of Hepatobiliary Disease, Tianjin Key Laboratory of Extracorporeal, Life Support for Critical Diseases, Artificial Cell Engineering Technology Research, Center, Tianjin Third Central Hospital, Tianjin, China
| | - Xiang Jing
- Department of Ultrasound, Tianjin Third Central Hospital, Tianjin, China; Tianjin Institute of Hepatobiliary Disease, Tianjin Key Laboratory of Extracorporeal, Life Support for Critical Diseases, Artificial Cell Engineering Technology Research, Center, Tianjin Third Central Hospital, Tianjin, China.
| |
Collapse
|
47
|
Tang M, Wu Y, Hu N, Lin C, He J, Xia X, Yang M, Lei P, Luo P. A combination model of CT-based radiomics and clinical biomarkers for staging liver fibrosis in the patients with chronic liver disease. Sci Rep 2024; 14:20230. [PMID: 39215041 PMCID: PMC11364870 DOI: 10.1038/s41598-024-70891-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Accepted: 08/22/2024] [Indexed: 09/04/2024] Open
Abstract
A combined model was developed using contrast-enhanced CT-based radiomics features and clinical characteristics to predict liver fibrosis stages in patients with chronic liver disease (CLD). We retrospectively analyzed multiphase CT scans and biopsy-confirmed liver fibrosis. 160 CLD patients were randomly divided into 7:3 training/validation ratio. Clinical laboratory indicators associated with liver fibrosis were identified using Spearman's correlation and multivariate logistic regression correlation. Radiomic features were extracted after segmenting the entire liver from multiphase CT images. Feature dimensionality reduction was performed using RF-RFE, LASSO, and mRMR methods. Six radiomics-based models were developed in the training cohort of 112 patients. Internal validation was conducted on 48 randomly assigned patients. Receptor Operating Characteristic (ROC) curves and confusion matrices were constructed to evaluate model performance. The radiomics model exhibited robust performance, with AUC values of 0.810 to 1.000 for significant fibrosis, advanced fibrosis, and cirrhosis. The integrated clinical-radiomics model had superior diagnostic efficacy in the validation cohort, with AUC values of 0.836 to 0.997. Moreover, these models outperformed established biomarkers such as the aspartate aminotransferase to platelet ratio index (APRI) and the fibrosis 4 score (FIB-4), as well as the gamma glutamyl transpeptidase to platelet ratio (GPR), in predicting the fibrotic stages. The clinical-radiomics model holds considerable promise as a non-invasive diagnostic tool for the assessment and staging of liver fibrosis in the patients with CLD, potentially leading to better patient management and outcomes.
Collapse
Affiliation(s)
- Maowen Tang
- Department of Radiology, Affiliated Hospital of Guizhou Medical University, Guiyang of Guizhou, 550004, China
| | - Yuhui Wu
- Department of Radiology, Affiliated Hospital of Guizhou Medical University, Guiyang of Guizhou, 550004, China
| | - Na Hu
- Department of Radiology, Affiliated Hospital of Guizhou Medical University, Guiyang of Guizhou, 550004, China
| | - Chong Lin
- Department of Radiology, Affiliated Hospital of Guizhou Medical University, Guiyang of Guizhou, 550004, China
| | - Jian He
- Department of Radiology, Affiliated Hospital of Guizhou Medical University, Guiyang of Guizhou, 550004, China
| | - Xing Xia
- Department of Radiology, Affiliated Hospital of Guizhou Medical University, Guiyang of Guizhou, 550004, China
| | - Meihua Yang
- School of Public Health, Guizhou Medical University, Guiyang of Guizhou, 550004, China
| | - Pinggui Lei
- Department of Radiology, Affiliated Hospital of Guizhou Medical University, Guiyang of Guizhou, 550004, China.
- School of Public Health, Guizhou Medical University, Guiyang of Guizhou, 550004, China.
| | - Peng Luo
- School of Public Health, Guizhou Medical University, Guiyang of Guizhou, 550004, China.
- The Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang of Guizhou, China.
| |
Collapse
|
48
|
Ai H, Huang Y, Tai DI, Tsui PH, Zhou Z. Ultrasonic Assessment of Liver Fibrosis Using One-Dimensional Convolutional Neural Networks Based on Frequency Spectra of Radiofrequency Signals with Deep Learning Segmentation of Liver Regions in B-Mode Images: A Feasibility Study. SENSORS (BASEL, SWITZERLAND) 2024; 24:5513. [PMID: 39275424 PMCID: PMC11397918 DOI: 10.3390/s24175513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Revised: 08/22/2024] [Accepted: 08/23/2024] [Indexed: 09/16/2024]
Abstract
The early detection of liver fibrosis is of significant importance. Deep learning analysis of ultrasound backscattered radiofrequency (RF) signals is emerging for tissue characterization as the RF signals carry abundant information related to tissue microstructures. However, the existing methods only used the time-domain information of the RF signals for liver fibrosis assessment, and the liver region of interest (ROI) is outlined manually. In this study, we proposed an approach for liver fibrosis assessment using deep learning models on ultrasound RF signals. The proposed method consisted of two-dimensional (2D) convolutional neural networks (CNNs) for automatic liver ROI segmentation from reconstructed B-mode ultrasound images and one-dimensional (1D) CNNs for liver fibrosis stage classification based on the frequency spectra (amplitude, phase, and power) of the segmented ROI signals. The Fourier transform was used to obtain the three kinds of frequency spectra. Two classical 2D CNNs were employed for liver ROI segmentation: U-Net and Attention U-Net. ROI spectrum signals were normalized and augmented using a sliding window technique. Ultrasound RF signals collected (with a 3-MHz transducer) from 613 participants (Group A) were included for liver ROI segmentation and those from 237 participants (Group B) for liver fibrosis stage classification, with a liver biopsy as the reference standard (Fibrosis stage: F0 = 27, F1 = 49, F2 = 51, F3 = 49, F4 = 61). In the test set of Group A, U-Net and Attention U-Net yielded Dice similarity coefficients of 95.05% and 94.68%, respectively. In the test set of Group B, the 1D CNN performed the best when using ROI phase spectrum signals to evaluate liver fibrosis stages ≥F1 (area under the receive operating characteristic curve, AUC: 0.957; accuracy: 89.19%; sensitivity: 85.17%; specificity: 93.75%), ≥F2 (AUC: 0.808; accuracy: 83.34%; sensitivity: 87.50%; specificity: 78.57%), and ≥F4 (AUC: 0.876; accuracy: 85.71%; sensitivity: 77.78%; specificity: 94.12%), and when using the power spectrum signals to evaluate ≥F3 (AUC: 0.729; accuracy: 77.14%; sensitivity: 77.27%; specificity: 76.92%). The experimental results demonstrated the feasibility of both the 2D and 1D CNNs in liver parenchyma detection and liver fibrosis characterization. The proposed methods have provided a new strategy for liver fibrosis assessment based on ultrasound RF signals, especially for early fibrosis detection. The findings of this study shed light on deep learning analysis of ultrasound RF signals in the frequency domain with automatic ROI segmentation.
Collapse
Affiliation(s)
- Haiming Ai
- Faculty of Science and Technology, Beijing Open University, Beijing 100081, China;
| | - Yong Huang
- Department of Biomedical Engineering, College of Chemistry and Life Science, Beijing University of Technology, Beijing 100124, China;
| | - Dar-In Tai
- Department of Gastroenterology and Hepatology, Chang Gung Memorial Hospital at Linkou, Chang Gung University, Taoyuan 333423, Taiwan;
| | - Po-Hsiang Tsui
- Department of Medical Imaging and Radiological Sciences, College of Medicine, Chang Gung University, Taoyuan 333323, Taiwan
- Division of Pediatric Gastroenterology, Department of Pediatrics, Chang Gung Memorial Hospital at Linkou, Taoyuan 333423, Taiwan
- Liver Research Center, Chang Gung Memorial Hospital at Linkou, Taoyuan 333423, Taiwan
- Research Center for Radiation Medicine, Chang Gung University, Taoyuan 333323, Taiwan
| | - Zhuhuang Zhou
- Department of Biomedical Engineering, College of Chemistry and Life Science, Beijing University of Technology, Beijing 100124, China;
| |
Collapse
|
49
|
Huttman M, Parigi TL, Zoncapè M, Liguori A, Kalafateli M, Noel-Storr AH, Casazza G, Tsochatzis E. Liver fibrosis stage based on the four factors (FIB-4) score or Forns index in adults with chronic hepatitis C. Cochrane Database Syst Rev 2024; 8:CD011929. [PMID: 39136280 PMCID: PMC11320661 DOI: 10.1002/14651858.cd011929.pub2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/16/2024]
Abstract
BACKGROUND The presence and severity of liver fibrosis are important prognostic variables when evaluating people with chronic hepatitis C (CHC). Although liver biopsy remains the reference standard, non-invasive serological markers, such as the four factors (FIB-4) score and the Forns index, can also be used to stage liver fibrosis. OBJECTIVES To determine the diagnostic accuracy of the FIB-4 score and Forns index in staging liver fibrosis in people with chronic hepatitis C (CHC) virus, using liver biopsy as the reference standard (primary objective). To compare the diagnostic accuracy of these tests for staging liver fibrosis in people with CHC and explore potential sources of heterogeneity (secondary objectives). SEARCH METHODS We used standard Cochrane search methods for diagnostic accuracy studies (search date: 13 April 2022). SELECTION CRITERIA We included diagnostic cross-sectional or case-control studies that evaluated the performance of the FIB-4 score, the Forns index, or both, against liver biopsy, in the assessment of liver fibrosis in participants with CHC. We imposed no language restrictions. We excluded studies in which: participants had causes of liver disease besides CHC; participants had successfully been treated for CHC; or the interval between the index test and liver biopsy exceeded six months. DATA COLLECTION AND ANALYSIS Two review authors independently extracted data. We performed meta-analyses using the bivariate model and calculated summary estimates. We evaluated the performance of both tests for three target conditions: significant fibrosis or worse (METAVIR stage ≥ F2); severe fibrosis or worse (METAVIR stage ≥ F3); and cirrhosis (METAVIR stage F4). We restricted the meta-analysis to studies reporting cut-offs in a specified range (+/-0.15 for FIB-4; +/-0.3 for Forns index) around the original validated cut-offs (1.45 and 3.25 for FIB-4; 4.2 and 6.9 for Forns index). We calculated the percentage of people who would receive an indeterminate result (i.e. above the rule-out threshold but below the rule-in threshold) for each index test/cut-off/target condition combination. MAIN RESULTS We included 84 studies (with a total of 107,583 participants) from 28 countries, published between 2002 and 2021, in the qualitative synthesis. Of the 84 studies, 82 (98%) were cross-sectional diagnostic accuracy studies with cohort-based sampling, and the remaining two (2%) were case-control studies. All studies were conducted in referral centres. Our main meta-analysis included 62 studies (100,605 participants). Overall, two studies (2%) had low risk of bias, 23 studies (27%) had unclear risk of bias, and 59 studies (73%) had high risk of bias. We judged 13 studies (15%) to have applicability concerns regarding participant selection. FIB-4 score The FIB-4 score's low cut-off (1.45) is designed to rule out people with at least severe fibrosis (≥ F3). Thirty-nine study cohorts (86,907 participants) yielded a summary sensitivity of 81.1% (95% confidence interval (CI) 75.6% to 85.6%), specificity of 62.3% (95% CI 57.4% to 66.9%), and negative likelihood ratio (LR-) of 0.30 (95% CI 0.24 to 0.38). The FIB-4 score's high cut-off (3.25) is designed to rule in people with at least severe fibrosis (≥ F3). Twenty-four study cohorts (81,350 participants) yielded a summary sensitivity of 41.4% (95% CI 33.0% to 50.4%), specificity of 92.6% (95% CI 89.5% to 94.9%), and positive likelihood ratio (LR+) of 5.6 (95% CI 4.4 to 7.1). Using the FIB-4 score to assess severe fibrosis and applying both cut-offs together, 30.9% of people would obtain an indeterminate result, requiring further investigations. We report the summary accuracy estimates for the FIB-4 score when used for assessing significant fibrosis (≥ F2) and cirrhosis (F4) in the main review text. Forns index The Forns index's low cut-off (4.2) is designed to rule out people with at least significant fibrosis (≥ F2). Seventeen study cohorts (4354 participants) yielded a summary sensitivity of 84.7% (95% CI 77.9% to 89.7%), specificity of 47.9% (95% CI 38.6% to 57.3%), and LR- of 0.32 (95% CI 0.25 to 0.41). The Forns index's high cut-off (6.9) is designed to rule in people with at least significant fibrosis (≥ F2). Twelve study cohorts (3245 participants) yielded a summary sensitivity of 34.1% (95% CI 26.4% to 42.8%), specificity of 97.3% (95% CI 92.9% to 99.0%), and LR+ of 12.5 (95% CI 5.7 to 27.2). Using the Forns index to assess significant fibrosis and applying both cut-offs together, 44.8% of people would obtain an indeterminate result, requiring further investigations. We report the summary accuracy estimates for the Forns index when used for assessing severe fibrosis (≥ F3) and cirrhosis (F4) in the main text. Comparing FIB-4 to Forns index There were insufficient studies to meta-analyse the performance of the Forns index for diagnosing severe fibrosis and cirrhosis. Therefore, comparisons of the two tests' performance were not possible for these target conditions. For diagnosing significant fibrosis and worse, there were no significant differences in their performance when using the high cut-off. The Forns index performed slightly better than FIB-4 when using the low/rule-out cut-off (relative sensitivity 1.12, 95% CI 1.00 to 1.25; P = 0.0573; relative specificity 0.69, 95% CI 0.57 to 0.84; P = 0.002). AUTHORS' CONCLUSIONS Both the FIB-4 score and the Forns index may be considered for the initial assessment of people with CHC. The FIB-4 score's low cut-off (1.45) can be used to rule out people with at least severe fibrosis (≥ F3) and cirrhosis (F4). The Forns index's high cut-off (6.9) can be used to diagnose people with at least significant fibrosis (≥ F2). We judged most of the included studies to be at unclear or high risk of bias. The overall quality of the body of evidence was low or very low, and more high-quality studies are needed. Our review only captured data from referral centres. Therefore, when generalising our results to a primary care population, the probability of false positives will likely be higher and false negatives will likely be lower. More research is needed in sub-Saharan Africa, since these tests may be of value in such resource-poor settings.
Collapse
Affiliation(s)
- Marc Huttman
- Sheila Sherlock Liver Centre, Royal Free Hospital and the UCL Institute of Liver and Digestive Health, London, UK
| | - Tommaso Lorenzo Parigi
- Sheila Sherlock Liver Centre, Royal Free Hospital and the UCL Institute of Liver and Digestive Health, London, UK
| | - Mirko Zoncapè
- Sheila Sherlock Liver Centre, Royal Free Hospital and the UCL Institute of Liver and Digestive Health, London, UK
| | - Antonio Liguori
- Sheila Sherlock Liver Centre, Royal Free Hospital and the UCL Institute of Liver and Digestive Health, London, UK
| | - Maria Kalafateli
- Sheila Sherlock Liver Centre, Royal Free Hospital and the UCL Institute of Liver and Digestive Health, London, UK
| | | | - Giovanni Casazza
- Department of Clinical Sciences and Community Health - Laboratory of Medical Statistics, Biometry and Epidemiology "G.A. Maccacaro", Università degli Studi di Milano, Milan, Italy
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Emmanuel Tsochatzis
- Sheila Sherlock Liver Centre, Royal Free Hospital and the UCL Institute of Liver and Digestive Health, London, UK
| |
Collapse
|
50
|
Ismail MH, Al Argan R, Elamin Y, Makki M, Alsheekh L, Alelyani J, Hadhiah Z, Aljidhr Z, Alkhatam N, Alfaddagh H, Alanazi A, Alqahtani S. Automated Fibrosis-4 Index: Simplifying Non-Alcoholic Fatty Liver Disease for Diabetologists. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:1278. [PMID: 39202559 PMCID: PMC11356356 DOI: 10.3390/medicina60081278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/07/2024] [Revised: 08/03/2024] [Accepted: 08/06/2024] [Indexed: 09/03/2024]
Abstract
Background and Objectives: Patients with type 2 diabetes (T2D) have a high prevalence of non-alcoholic fatty liver disease (NAFLD) (55%) and are at increased risk for developing non-alcoholic steatohepatitis, a severe form of NAFLD. Early detection of advanced fibrosis in patients with T2D and NAFLD is crucial and can prevent progression to chronic liver disease, cirrhosis, and hepatocellular carcinoma. However, screening for liver disease and risk-stratification pathways are not established in patients with T2D. We evaluated the efficacy of using the automated fibrosis-4 (FIB-4) index in routine clinical settings to identify patients requiring further specialist evaluation. Materials and Methods: In this prospective cohort study, individuals diagnosed with T2D were recruited from diabetes clinics at a tertiary university hospital. Demographic, clinical, and laboratory data were comprehensively collected. The FIB-4 index was automatically calculated and integrated into the hospital's electronic medical records (EMRs), which were then stratified by age. Patients with advanced fibrosis (FIB-4 index ≥ 1.3) were referred to a specialist. Student's t-test or the Mann-Whitney U test was used to analyze variables associated with advanced fibrosis. Logistic regression was used to identify predictors of advanced fibrosis. Results: Among the 318 patients with T2D, 9.7% had advanced fibrosis. The majority were females (54.7%) and Saudi nationals (89.6%). Several factors, including age, platelet count, total bilirubin, serum albumin, total cholesterol, low-density lipoprotein, transaminases, and gamma-glutamyl transferase (GGT), showed significant associations with advanced fibrosis (all p < 0.05). Older age, elevated total bilirubin and GGT levels, and prolonged international normalized ratio emerged as independent predictors of advanced fibrosis. Conclusions: Integrating the FIB-4 index into the EMR during the routine care of patients with T2D proved to be a valuable tool in effectively identifying individuals at risk of advanced fibrosis. Our findings emphasize the need for further research to refine screening strategies in this high-risk population.
Collapse
Affiliation(s)
- Mona H. Ismail
- Division of Gastroenterology, Department of Internal Medicine, King Fahd Hospital of the University, Al-Khobar 31952, Saudi Arabia; (M.M.); (L.A.); (J.A.); (Z.A.); (H.A.)
- College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam 31441, Saudi Arabia; (R.A.A.); (Y.E.); (A.A.); (S.A.)
| | - Reem Al Argan
- College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam 31441, Saudi Arabia; (R.A.A.); (Y.E.); (A.A.); (S.A.)
- Division of Endocrine, Department of Internal Medicine, King Fahd Hospital of the University, Al-Khobar 31952, Saudi Arabia; (Z.H.); (N.A.)
| | - Yasir Elamin
- College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam 31441, Saudi Arabia; (R.A.A.); (Y.E.); (A.A.); (S.A.)
- Division of Endocrine, Department of Internal Medicine, King Fahd Hospital of the University, Al-Khobar 31952, Saudi Arabia; (Z.H.); (N.A.)
| | - Murtaga Makki
- Division of Gastroenterology, Department of Internal Medicine, King Fahd Hospital of the University, Al-Khobar 31952, Saudi Arabia; (M.M.); (L.A.); (J.A.); (Z.A.); (H.A.)
| | - Lameya Alsheekh
- Division of Gastroenterology, Department of Internal Medicine, King Fahd Hospital of the University, Al-Khobar 31952, Saudi Arabia; (M.M.); (L.A.); (J.A.); (Z.A.); (H.A.)
| | - Jaber Alelyani
- Division of Gastroenterology, Department of Internal Medicine, King Fahd Hospital of the University, Al-Khobar 31952, Saudi Arabia; (M.M.); (L.A.); (J.A.); (Z.A.); (H.A.)
| | - Zahra Hadhiah
- Division of Endocrine, Department of Internal Medicine, King Fahd Hospital of the University, Al-Khobar 31952, Saudi Arabia; (Z.H.); (N.A.)
| | - Zahrah Aljidhr
- Division of Gastroenterology, Department of Internal Medicine, King Fahd Hospital of the University, Al-Khobar 31952, Saudi Arabia; (M.M.); (L.A.); (J.A.); (Z.A.); (H.A.)
| | - Nazih Alkhatam
- Division of Endocrine, Department of Internal Medicine, King Fahd Hospital of the University, Al-Khobar 31952, Saudi Arabia; (Z.H.); (N.A.)
| | - Hind Alfaddagh
- Division of Gastroenterology, Department of Internal Medicine, King Fahd Hospital of the University, Al-Khobar 31952, Saudi Arabia; (M.M.); (L.A.); (J.A.); (Z.A.); (H.A.)
| | - Alanoud Alanazi
- College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam 31441, Saudi Arabia; (R.A.A.); (Y.E.); (A.A.); (S.A.)
- Division of Endocrine, Department of Internal Medicine, King Fahd Hospital of the University, Al-Khobar 31952, Saudi Arabia; (Z.H.); (N.A.)
| | - Shaya Alqahtani
- College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam 31441, Saudi Arabia; (R.A.A.); (Y.E.); (A.A.); (S.A.)
- Department of Internal Medicine, King Fahd Hospital of the University, Al-Khobar 31952, Saudi Arabia
| |
Collapse
|