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Xie G, Zhou K, Sun W, Huang F, Wang L, Zhou Z, Jia W. Analytical validation of a LC-MS/MS based in vitro diagnostic kit for the quantification of L-tyrosine and taurocholic acid for liver fibrosis diagnosis. Pract Lab Med 2025; 44:e00454. [PMID: 39902333 PMCID: PMC11788763 DOI: 10.1016/j.plabm.2025.e00454] [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: 12/07/2024] [Revised: 01/06/2025] [Accepted: 01/16/2025] [Indexed: 01/27/2025] Open
Abstract
Background FibraChek is a newly developed mass spectrometry (MS) assay kit approved by the National Medical Products Administration (NMPA) of China for quantifying L-tyrosine (Tyr) and taurocholic acid (TCA) in serum, aiding liver fibrosis diagnosis. This study aimed to assess its analytical performance. Methods The analytical performance was investigated based on NMPA and CLSI guidelines. Method suitability in the clinical context was tested by analyzing clinical samples from liver fibrosis patients confirmed via liver biopsy. Results The assay enables simultaneous determination of Tyr and TCA, demonstrating compliance with performance parameters such as linearity, dynamic range, limit of detection (LOD), limit of quantification (LOQ), recovery, repeatability, reproducibility, and stability. It validated a linear range of 20-1000 μmol/L for Tyr and 10.3-618 ng/ml for TCA, maintaining stability after 5 freeze-thaw cycles for 14 months. Components remained stable for up to 7 days at room temperature and 30 days at 2-8 °C. TCA and Tyr were stable for up to 36 months at -20 °C or -80 °C. The method effectively quantified Tyr and TCA in serum from liver fibrosis patients and healthy controls. Conclusions This is the first MS-based assay for non-invasive liver fibrosis detection validated for clinical use, providing a rapid and reliable analytical protocol suitable for routine analysis.
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Affiliation(s)
- Guoxiang Xie
- Human Metabolomics Institute, Inc., Shenzhen, Guangdong, 518109, China
| | - Kejun Zhou
- Human Metabolomics Institute, Inc., Shenzhen, Guangdong, 518109, China
| | - Wenting Sun
- Human Metabolomics Institute, Inc., Shenzhen, Guangdong, 518109, China
| | - Fengjie Huang
- Human Metabolomics Institute, Inc., Shenzhen, Guangdong, 518109, China
| | - Lu Wang
- Department of Pharmacology and Pharmacy, University of Hong Kong, Hong Kong, China
| | - Zhangbao Zhou
- Human Metabolomics Institute, Inc., Shenzhen, Guangdong, 518109, China
| | - Wei Jia
- Department of Pharmacology and Pharmacy, University of Hong Kong, Hong Kong, China
- Shanghai Key Laboratory of Diabetes Mellitus and Center for Translational Medicine, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, 200233, China
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Wu Z, Zeng W, Yang W, Yi J, Liu D, Xu Y, Liu C, Bian K, Wang H, Zhang B. FAP-catalyzed in situ self-assembly of magnetic resonance imaging probe for early and precise staging of liver fibrosis. SCIENCE ADVANCES 2025; 11:eadt6082. [PMID: 40073128 PMCID: PMC11900868 DOI: 10.1126/sciadv.adt6082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2024] [Accepted: 02/04/2025] [Indexed: 03/14/2025]
Abstract
Liver fibrosis is an inevitable stage in the progression of most chronic liver diseases. Early diagnosis and treatment of liver fibrosis are crucial for effectively managing chronic liver conditions. However, there lacks a noninvasive and sensitive imaging method capable of early assessing fibrosis activity. Here, we report a molecular magnetic resonance imaging (MRI) probe for imaging fibroblast activation protein (FAP), which is overexpressed on activated hepatic stellate cells (HSCs) even in very early fibrotic livers. This method relies on FAP-catalyzed in situ self-assembly of its substrate probe that leads to the increase of the rotational correlation time (τR) of probe, thereby notably amplifies T1 MRI signal. Thanks to the superior specificity and efficiency of enzymatic reaction, our method has been validated as highly selective and sensitive to FAP in two liver fibrosis mouse models. By establishing a direct correlation between MRI signals and fibrosis activity, our method enables continuous monitoring of liver fibrotic disease progression and assessment of treatment responses.
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Affiliation(s)
| | | | | | - Jinyan Yi
- Department of Radiology, Tongji Hospital, Shanghai Frontiers Science Center of Nanocatalytic Medicine, The Institute for Biomedical Engineering & Nano Science, School of Medicine, Tongji University, Shanghai 200065, China
| | - Dinghua Liu
- Department of Radiology, Tongji Hospital, Shanghai Frontiers Science Center of Nanocatalytic Medicine, The Institute for Biomedical Engineering & Nano Science, School of Medicine, Tongji University, Shanghai 200065, China
| | - Yan Xu
- Department of Radiology, Tongji Hospital, Shanghai Frontiers Science Center of Nanocatalytic Medicine, The Institute for Biomedical Engineering & Nano Science, School of Medicine, Tongji University, Shanghai 200065, China
| | - Chang Liu
- Department of Radiology, Tongji Hospital, Shanghai Frontiers Science Center of Nanocatalytic Medicine, The Institute for Biomedical Engineering & Nano Science, School of Medicine, Tongji University, Shanghai 200065, China
| | - Kexin Bian
- Department of Radiology, Tongji Hospital, Shanghai Frontiers Science Center of Nanocatalytic Medicine, The Institute for Biomedical Engineering & Nano Science, School of Medicine, Tongji University, Shanghai 200065, China
| | - Hui Wang
- Department of Radiology, Tongji Hospital, Shanghai Frontiers Science Center of Nanocatalytic Medicine, The Institute for Biomedical Engineering & Nano Science, School of Medicine, Tongji University, Shanghai 200065, China
| | - Bingbo Zhang
- Department of Radiology, Tongji Hospital, Shanghai Frontiers Science Center of Nanocatalytic Medicine, The Institute for Biomedical Engineering & Nano Science, School of Medicine, Tongji University, Shanghai 200065, China
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Guo K, Tang X, Liu Y, Cheng H, Liu H, Fan Y, Qi X, Xu R, Kang J, Li D, Wang G, Gershenzon J, Liu Y, Li S. From Monocyclization to Pentacyclization: A Versatile Plant Cyclase Produces Diverse Sesterterpenes with Anti-Liver Fibrosis Potential. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2415370. [PMID: 39792598 PMCID: PMC11884544 DOI: 10.1002/advs.202415370] [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: 11/20/2024] [Revised: 12/23/2024] [Indexed: 01/12/2025]
Abstract
A prolific multi-product sesterterpene synthase CbTPS1 is characterized from the medicinal Brassicaceae plant Capsella bursa-pastoris. Twenty different sesterterpenes including 16 undescribed compounds, possessing 10 different mono-/di-/tri-/tetra-/penta-carbocyclic skeletons, including the unique 15-membered macrocyclic and 24(15→14)-abeo-capbuane scaffolds, are isolated and structurally elucidated from engineered Escherichia coli strains expressing CbTPS1. Site-directed mutagenesis assisted by molecular dynamics simulations resulted in the variant L354M with up to 13.2-fold increased sesterterpene production. These structurally diverse products suggest a comprehensive cyclization mechanism for plant sesterterpenes and provide compelling evidence for the initial cyclization of geranylfarnesyl diphosphate via a crucial 15-membered monocyclic carbocation. The activities of these sesterterpenes against liver fibrosis is inferred from the inhibition of the transforming growth factor-β/Smad signaling pathway and collagen synthesis. These findings greatly expand the chemical space and biological functions of sesterterpenes and provide new insights into the catalytic mechanism of terpene synthases.
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Affiliation(s)
- Kai Guo
- State Key Laboratory of Southwestern Chinese Medicine Resources, and Innovative Institute of Chinese Medicine and PharmacyChengdu University of Traditional Chinese MedicineChengdu611137P. R. China
| | - Xue Tang
- State Key Laboratory of Southwestern Chinese Medicine Resources, and Innovative Institute of Chinese Medicine and PharmacyChengdu University of Traditional Chinese MedicineChengdu611137P. R. China
| | - Yan‐Chun Liu
- State Key Laboratory of Phytochemistry and Natural Medicines, and Yunnan Key Laboratory of Natural Medicinal ChemistryKunming Institute of BotanyChinese Academy of SciencesKunming650201P. R. China
| | - Hui‐Zhen Cheng
- State Key Laboratory of Southwestern Chinese Medicine Resources, and Innovative Institute of Chinese Medicine and PharmacyChengdu University of Traditional Chinese MedicineChengdu611137P. R. China
| | - Huan Liu
- State Key Laboratory of Southwestern Chinese Medicine Resources, and Innovative Institute of Chinese Medicine and PharmacyChengdu University of Traditional Chinese MedicineChengdu611137P. R. China
| | - Yu‐Zhou Fan
- State Key Laboratory of Southwestern Chinese Medicine Resources, and Innovative Institute of Chinese Medicine and PharmacyChengdu University of Traditional Chinese MedicineChengdu611137P. R. China
| | - Xiao‐Yu Qi
- State Key Laboratory of Southwestern Chinese Medicine Resources, and Innovative Institute of Chinese Medicine and PharmacyChengdu University of Traditional Chinese MedicineChengdu611137P. R. China
| | - Rui Xu
- State Key Laboratory of Southwestern Chinese Medicine Resources, and Innovative Institute of Chinese Medicine and PharmacyChengdu University of Traditional Chinese MedicineChengdu611137P. R. China
| | - Juan‐Juan Kang
- State Key Laboratory of Southwestern Chinese Medicine Resources, and Innovative Institute of Chinese Medicine and PharmacyChengdu University of Traditional Chinese MedicineChengdu611137P. R. China
| | - De‐Sen Li
- State Key Laboratory of Phytochemistry and Natural Medicines, and Yunnan Key Laboratory of Natural Medicinal ChemistryKunming Institute of BotanyChinese Academy of SciencesKunming650201P. R. China
| | - Guo‐Dong Wang
- State Key Laboratory of Plant Genomics and National Center for Plant Gene ResearchInstitute of Genetics and Developmental BiologyThe Innovative Academy of Seed DesignChinese Academy of SciencesBeijing100101P. R. China
| | | | - Yan Liu
- State Key Laboratory of Southwestern Chinese Medicine Resources, and Innovative Institute of Chinese Medicine and PharmacyChengdu University of Traditional Chinese MedicineChengdu611137P. R. China
| | - Sheng‐Hong Li
- State Key Laboratory of Southwestern Chinese Medicine Resources, and Innovative Institute of Chinese Medicine and PharmacyChengdu University of Traditional Chinese MedicineChengdu611137P. R. China
- State Key Laboratory of Phytochemistry and Natural Medicines, and Yunnan Key Laboratory of Natural Medicinal ChemistryKunming Institute of BotanyChinese Academy of SciencesKunming650201P. R. China
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He Q, Chen Z, Deng Y, Mao C. Plasma microRNA-30a expression in patients with chronic hepatitis B and its application value in the assessment of the severity of liver fibrosis. Eur J Gastroenterol Hepatol 2025:00042737-990000000-00487. [PMID: 39975986 DOI: 10.1097/meg.0000000000002918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
OBJECTIVE The severity of liver fibrosis (LF) in chronic hepatitis B (CHB) affects the outcome and treatment. We probed plasma miR-30a expression in CHB patients and its value in assessing LF severity. METHODS This retrospective study included 160 CHB patients and another 98 controls. Levels of lipid parameters, liver function parameters, hemoglobin, and alpha-fetoprotein were quantified by ELISA and chemiluminescence immunoassay. White blood cell, platelet, and red blood cell counts were determined using an automatic hematology analyzer. Fibrosis index based on four factors (FIB-4) was calculated. miR-30a level was determined, followed by the analysis of correlations of miR-30a expression with LF classification or with FIB-4 in CHB patients. The diagnostic value of plasma miR-30a for mild-to-moderate and severe LF in CHB patients was analyzed by receiver operating characteristic (ROC) curve. RESULTS Plasma miR-30a was poorly expressed in CHB patients and decreased dependently with LF aggravation. miR-30a was negatively interrelated with LF classification and FIB-4. Plasma miR-30a had high diagnostic value for mild-to-moderate LF in CHB patients [area under the ROC curve (AUC) = 0.775, cutoff value = 0.71, 95% confidence interval (CI) = 0.685-0.849]. Plasma miR-30a had high diagnostic value for severe LF in CHB patients (AUC = 0.873, cutoff value = 0.49, 95% CI = 0.804-0.924). CONCLUSION Plasma miR-30a was weakly expressed in CHB patients. miR-30a expression was negatively correlated with LF severity in CHB patients. miR-30a had high diagnostic value for mild-to-moderate and severe LF in CHB patients. miR-30a might serve as a promising target for LF treatment.
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Affiliation(s)
- Qiufeng He
- Department of Hepatology, Public Health Clinical Center of Chengdu, Chengdu, Sichuan Province, China
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Xia F, Wei W, Wang J, Wang Y, Wang K, Zhang C, Zhu Q. Ultrasound radiomics-based logistic regression model for fibrotic NASH. BMC Gastroenterol 2025; 25:66. [PMID: 39920586 PMCID: PMC11806536 DOI: 10.1186/s12876-025-03605-8] [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: 10/18/2024] [Accepted: 01/10/2025] [Indexed: 02/09/2025] Open
Abstract
BACKGROUND Those who have severe fibrosis (F2 ≥ 2 stage) are at the greatest risk for the advancement of the illness among non-alcoholic fatty liver patients. To forecast the non-alcoholic steatohepatitis (NASH) probability accompanied by significant fibrosis, we propose to develop and validate a nomogram liver imaging reporting and data system, providing robust evidence for preventing and treating clinical liver diseases. METHODS The study used SD rats to create a model of hepatic steatosis and fibrosis by feeding them a high-fat diet and injecting Ccl4 subcutaneously. Radiomics characteristics were derived from two-dimensional liver ultrasound images of the rats, and a radiomics model was constructed, with rad-scores calculated accordingly. Univariate and multivariate logistic regression was employed to ascertain the clinical characteristics of rats and liver elasticity values, aiming to establish a clinical model. Ultimately, a clinical radiomics model was created by integrating the rad-score from the radiomics model with independent clinical characteristics from the clinical model. A forest plot was generated to depict this integration. The forest plot's performance was assessed by the use of the area under the receiver operating characteristic (ROC) curve (AUC), decision curve analysis, and calibration curve. RESULTS The areas under the receiver operating characteristic curve (AUC) for the training set and validation set of the clinical radiomics model were 0.986 and 0.971, respectively. Decision curve analysis showed that the clinical radiomics model had the highest net benefit across most threshold probability ranges. CONCLUSION The nomogram and clinical radiomics model, which consists of clinical characteristics, real-time shear wave elastography, and radiomics, provide excellent predictive capability in assessing the likelihood of fibrotic NASH.
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Affiliation(s)
- Fei Xia
- Department of Ultrasound, WuHu Hospital, East China Normal University, (The Second People's Hospital, WuHu), No.259 Jiuhuashan Road, Jinghu District, Wuhu, 241001, Anhui, China
- Department of Ultrasound, The First Affiliated Hospital of Anhui Medical University, Shushan District, No.218 Jixi Road, Hefei, 230022, Anhui, China
| | - Wei Wei
- Department of Ultrasound, The First Affiliated Hospital of Wannan Medical College(Yijishan Hospital), NO.2 Zheshan West Road, Wuhu, 241000, China
| | - Junli Wang
- Department of Ultrasound, WuHu Hospital, East China Normal University, (The Second People's Hospital, WuHu), No.259 Jiuhuashan Road, Jinghu District, Wuhu, 241001, Anhui, China
| | - Yuhe Wang
- Department of Ultrasound, WuHu Hospital, East China Normal University, (The Second People's Hospital, WuHu), No.259 Jiuhuashan Road, Jinghu District, Wuhu, 241001, Anhui, China
| | - Kun Wang
- Department of Ultrasound, WuHu Hospital, East China Normal University, (The Second People's Hospital, WuHu), No.259 Jiuhuashan Road, Jinghu District, Wuhu, 241001, Anhui, China
| | - Chaoxue Zhang
- Department of Ultrasound, The First Affiliated Hospital of Anhui Medical University, Shushan District, No.218 Jixi Road, Hefei, 230022, Anhui, China.
| | - Qiwei Zhu
- Department of Ultrasound, The First Affiliated Hospital of Anhui Medical University, Shushan District, No.218 Jixi Road, Hefei, 230022, Anhui, China
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6
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Groß S, Bitzer M, Albert J, Blödt S, Boda-Heggemann J, Borucki K, Brunner T, Caspari R, Dombrowski F, Evert M, Follmann M, Freudenberger P, Gani C, Gebert J, Geier A, Gkika E, Götz M, Helmberger T, Hoffmann RT, Huppert P, Krug D, Fougère CL, Lang H, Langer T, Lenz P, Lüdde T, Mahnken A, Nadalin S, Nguyen HHP, Nothacker M, Ockenga J, Oldhafer K, Ott J, Paprottka P, Pereira P, Persigehl T, Plentz R, Pohl J, Recken H, Reimer P, Riemer J, Ringe K, Roeb E, Rüssel J, Schellhaas B, Schirmacher P, Schlitt HJ, Schmid I, Schütte K, Schuler A, Seehofer D, Sinn M, Stengel A, Steubesand N, Stoll C, Tannapfel A, Taubert A, Trojan J, van Thiel I, Utzig M, Vogel A, Vogl T, Wacker F, Waidmann O, Wedemeyer H, Wege H, Wenzel G, Wildner D, Wörns MA, Galle P, Malek N. S3-Leitlinie Diagnostik und Therapie biliärer Karzinome – Langversion. ZEITSCHRIFT FUR GASTROENTEROLOGIE 2025; 63:e82-e158. [PMID: 39919781 DOI: 10.1055/a-2460-6347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/09/2025]
Affiliation(s)
- Sabrina Groß
- Abteilung für Gastroenterologie, Gastrointestinale Onkologie, Hepatologie, Infektiologie und Geriatrie, Eberhard-Karls Universität, Tübingen
| | - Michael Bitzer
- Abteilung für Gastroenterologie, Gastrointestinale Onkologie, Hepatologie, Infektiologie und Geriatrie, Eberhard-Karls Universität, Tübingen
| | - Jörg Albert
- Katharinenhospital, Klinik für Allgemeine Innere Medizin, Gastroenterologie, Hepatologie, Infektiologie und Pneumologie, Stuttgart
| | - Susanne Blödt
- Arbeitsgemeinschaft der Wissenschaftlichen Medizinischen Fachgesellschaften e. V. (AWMF), Berlin
| | | | - Katrin Borucki
- Otto-von-Guericke-Universität Magdeburg, Medizinische Fakultät, Institut für Klinische Chemie und Pathobiochemie
| | - Thomas Brunner
- Universitätsklinik für Strahlentherapie-Radioonkologie, Medizinische Universität Graz
| | - Reiner Caspari
- Klinik Niederrhein Erkrankungen des Stoffwechsels der Verdauungsorgane und Tumorerkrankungen, Bad Neuenahr-Ahrweiler
| | | | | | - Markus Follmann
- Office des Leitlinienprogrammes Onkologie, Deutsche Krebsgesellschaft e.V., Berlin
| | | | - Cihan Gani
- Klinik für Radioonkologie, Universitätsklinikum Tübingen
| | - Jamila Gebert
- Abteilung für Gastroenterologie, Gastrointestinale Onkologie, Hepatologie, Infektiologie und Geriatrie, Eberhard-Karls Universität, Tübingen
| | - Andreas Geier
- Medizinische Klinik und Poliklinik II, Universitätsklinikum Würzburg
| | - Eleni Gkika
- Klinik für Strahlenheilkunde, Department für Radiologische Diagnostik und Therapie, Universitätsklinikum Freiburg
| | - Martin Götz
- Medizinische Klinik IV - Gastroenterologie/Onkologie, Klinikverbund Südwest, Böblingen
| | - Thomas Helmberger
- Institut für Radiologie, Neuroradiologie und minimal invasive Therapie, München Klinik Bogenhausen
| | - Ralf-Thorsten Hoffmann
- Institut und Poliklinik für Diagnostische und Interventionelle Radiologie, Universitätsklinikum Dresden
| | - Peter Huppert
- Radiologisches Zentrum, Max Grundig Klinik, Bühlerhöhe
| | - David Krug
- Strahlentherapie Campus Kiel, Universitätsklinikum Schleswig-Holstein
| | - Christian La Fougère
- Nuklearmedizin und Klinische Molekulare Bildgebung, Eberhard-Karls Universität, Tübingen
| | - Hauke Lang
- Klinik für Allgemein-, Viszeral- und Transplantationschirurgie, Johannes Gutenberg-Universität, Mainz
| | - Thomas Langer
- Office des Leitlinienprogrammes Onkologie, Deutsche Krebsgesellschaft e.V., Berlin
| | - Philipp Lenz
- Zentrale Einrichtung Palliativmedizin, Universitätsklinikum Münster
| | - Tom Lüdde
- Medizinische Klinik für Gastroenterologie, Hepatologie und Infektiologie, Universitätsklinikum Düsseldorf
| | - Andreas Mahnken
- Klinik für Diagnostische und Interventionelle Radiologie, Universitätsklinikum Marburg
| | - Silvio Nadalin
- Klinik für Allgemein-, Viszeral- und Transplantationschirurgie, Eberhard-Karls Universität, Tübingen
| | | | - Monika Nothacker
- Arbeitsgemeinschaft der Wissenschaftlichen Medizinischen Fachgesellschaften e. V. (AWMF), Berlin
| | - Johann Ockenga
- Medizinische Klinik II, Gesundheit Nord, Klinikverbund Bremen
| | - Karl Oldhafer
- Klinik für Leber-, Gallenwegs- und Pankreaschirurgie, Asklepios Klinik Barmbek
| | - Julia Ott
- Abteilung für Gastroenterologie, Gastrointestinale Onkologie, Hepatologie, Infektiologie und Geriatrie, Eberhard-Karls Universität, Tübingen
| | - Philipp Paprottka
- Sektion für Interventionelle Radiologie, Klinikum rechts der Isar, Technische Universität München
| | - Philippe Pereira
- Zentrum für Radiologie, Minimal-invasive Therapien und Nuklearmedizin, SLK-Klinken Heilbronn
| | - Thorsten Persigehl
- Institut für Diagnostische und Interventionelle Radiologie, Universitätsklinikum Köln
| | - Ruben Plentz
- Digestive Diseases and Nutrition, Gastroenterology, University of Kentucky
| | - Jürgen Pohl
- Abteilung für Gastroenterologie, Asklepios Klinik Altona
| | | | - Peter Reimer
- Institut für Diagnostische und Interventionelle Radiologie, Städtisches Klinikum Karlsruhe
| | | | - Kristina Ringe
- Institut für Diagnostische und Interventionelle Radiologie, Medizinische Hochschule Hannover
| | - Elke Roeb
- Medizinische Klinik II Pneumologie, Nephrologie und Gastroenterologie, Universitätsklinikum Gießen
| | - Jörn Rüssel
- Medizinische Klinik IV Hämatologie und Onkologie, Universitätsklinikum Halle (Saale)
| | - Barbara Schellhaas
- Medizinische Klinik I Gastroenterologie, Pneumologie und Endokrinologie, Friedrich-Alexander-Universität, Erlangen
| | - Peter Schirmacher
- Allgemeine Pathologie und pathologische Anatomie, Universitätsklinikum Heidelberg
| | | | - Irene Schmid
- Kinderklinik und Kinderpoliklinik im Dr. von Haunerschen Kinderspital, LMU München
| | - Kerstin Schütte
- Klinik für Innere Medizin und Gastroenterologie, Niels-Stensen-Kliniken, Marienhospital Osnabrück
| | - Andreas Schuler
- Medizinische Klinik, Gastroenterologie, Alb-Fils-Kliniken, Geislingen an der Steige
| | - Daniel Seehofer
- Klinik und Poliklinik für Viszeral-, Transplantations-, Thorax- und Gefäßchirurgie, Universitätsklinikum Leipzig
| | - Marianne Sinn
- II. Medizinische Klinik und Poliklinik (Onkologie, Hämatologie, Knochenmarktransplantation mit Abteilung für Pneumologie), Universitätsklinikum Hamburg-Eppendorf
| | - Andreas Stengel
- Innere Medizin VI - Psychosomatische Medizin und Psychotherapie, Eberhard-Karls Universität, Tübingen
| | | | | | | | - Anne Taubert
- Klinische Sozialarbeit, Universitätsklinikum Heidelberg
| | - Jörg Trojan
- Medizinische Klinik 1: Gastroenterologie und Hepatologie, Pneumologie und Allergologie, Endokrinologie und Diabetologie sowie Ernährungsmedizin, Goethe-Universität, Frankfurt
| | | | - Martin Utzig
- Abteilung Zertifizierung, Deutsche Krebsgesellschaft e.V., Berlin
| | - Arndt Vogel
- Institute of Medical Science, University of Toronto
| | - Thomas Vogl
- Institut für Diagnostische und Interventionelle Radiologie, Goethe-Universität, Frankfurt
| | - Frank Wacker
- Institut für Diagnostische und Interventionelle Radiologie, Medizinische Hochschule Hannover
| | | | - Heiner Wedemeyer
- Klinik für Gastroenterologie, Hepatologie, Infektiologie und Endokrinologie, Medizinische Hochschule Hannover
| | - Henning Wege
- Klinik für Allgemeine Innere Medizin, Onkologie/Hämatologie, Gastroenterologie und Infektiologie, Klinikum Esslingen
| | - Gregor Wenzel
- Office des Leitlinienprogrammes Onkologie, Deutsche Krebsgesellschaft e.V., Berlin
| | - Dane Wildner
- Innere Medizin, Krankenhäuser Nürnberger Land GmbH, Standort Lauf
| | - Marcus-Alexander Wörns
- Klinik für Gastroenterologie, Hämatologie und internistische Onkologie und Endokrinologie, Klinikum Dortmund
| | - Peter Galle
- 1. Medizinische Klinik und Poliklinik, Gastroenterologie, Hepatologie, Nephrologie, Rheumatologie, Infektiologie, Johannes Gutenberg-Universität, Mainz
| | - Nisar Malek
- Abteilung für Gastroenterologie, Gastrointestinale Onkologie, Hepatologie, Infektiologie und Geriatrie, Eberhard-Karls Universität, Tübingen
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7
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Kuroda H, Abe T, Kamiyama N, Oguri T, Ito A, Nakaya I, Watanabe T, Abe H, Yusa K, Fujiwara Y, Sato H, Suzuki A, Endo K, Yoshida Y, Oikawa T, Kakisaka K, Sawara K, Miyasaka A, Matsumoto T. Novel subharmonic-aided pressure estimation for identifying high-risk esophagogastric varices. J Gastroenterol 2025; 60:187-196. [PMID: 39470783 PMCID: PMC11794364 DOI: 10.1007/s00535-024-02161-4] [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: 05/10/2024] [Accepted: 10/10/2024] [Indexed: 11/01/2024]
Abstract
BACKGROUND Subharmonic-aided pressure estimation (SHAPE) is a technique for determining changes in ambient pressure. We aimed to analyze a novel SHAPE integrated into ultrasound diagnostic equipment to predict patients with liver cirrhosis at high risk of esophagogastric varices (EV). METHODS This prospective study included 111 patients with liver cirrhosis diagnosed between 2020 and 2023. We obtained liver stiffness measurements (LSM) and spleen stiffness measurements (SSM) using shear wave elastography and hepatic vein-portal vein (HV-PV) gradient using the SHAPE method. The EV risk was determined either as null, low, or high by esophagoscopy and Child-Pugh stage. RESULTS HV-PV gradient increased concordantly with the increase in EV risk (- 7.0 dB in null-risk, - 4.4 dB in low-risk, and - 2.0 dB in high-risk) with statistically significant difference among any two groups. The most appropriate cut-off value of the HV-PV gradient was - 3.5 dB, and sensitivity, specificity, and positive and negative predictive values were 80.0%, 89.0%, 80.0%, and 88.0%, respectively. The areas under the curve values for predicting the high-risk EV were 0.920, 0.843, and 0.824 for the HV-PV gradient, LSM, and SSM, respectively. CONCLUSIONS The novel SHAPE system demonstrated high accuracy in identifying patients with liver cirrhosis at a high risk of EV.
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Affiliation(s)
- Hidekatsu Kuroda
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Iwate Medical University, Iwate Medical University School of Medicine, Nishitokuta 2-1-1, Yahaba-Cho, Shiwa-Gun, Yahaba, Iwate, 028-3694, Japan.
| | - Tamami Abe
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Iwate Medical University, Iwate Medical University School of Medicine, Nishitokuta 2-1-1, Yahaba-Cho, Shiwa-Gun, Yahaba, Iwate, 028-3694, Japan
| | - Naohisa Kamiyama
- Ultrasound General Imaging, GE HealthCare Japan, Hino-Shi, Japan
| | - Takuma Oguri
- Ultrasound General Imaging, GE HealthCare Japan, Hino-Shi, Japan
| | - Asami Ito
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Iwate Medical University, Iwate Medical University School of Medicine, Nishitokuta 2-1-1, Yahaba-Cho, Shiwa-Gun, Yahaba, Iwate, 028-3694, Japan
| | - Ippeki Nakaya
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Iwate Medical University, Iwate Medical University School of Medicine, Nishitokuta 2-1-1, Yahaba-Cho, Shiwa-Gun, Yahaba, Iwate, 028-3694, Japan
| | - Takuya Watanabe
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Iwate Medical University, Iwate Medical University School of Medicine, Nishitokuta 2-1-1, Yahaba-Cho, Shiwa-Gun, Yahaba, Iwate, 028-3694, Japan
| | - Hiroaki Abe
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Iwate Medical University, Iwate Medical University School of Medicine, Nishitokuta 2-1-1, Yahaba-Cho, Shiwa-Gun, Yahaba, Iwate, 028-3694, Japan
| | - Kenji Yusa
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Iwate Medical University, Iwate Medical University School of Medicine, Nishitokuta 2-1-1, Yahaba-Cho, Shiwa-Gun, Yahaba, Iwate, 028-3694, Japan
| | - Yudai Fujiwara
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Iwate Medical University, Iwate Medical University School of Medicine, Nishitokuta 2-1-1, Yahaba-Cho, Shiwa-Gun, Yahaba, Iwate, 028-3694, Japan
| | - Hiroki Sato
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Iwate Medical University, Iwate Medical University School of Medicine, Nishitokuta 2-1-1, Yahaba-Cho, Shiwa-Gun, Yahaba, Iwate, 028-3694, Japan
| | - Akiko Suzuki
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Iwate Medical University, Iwate Medical University School of Medicine, Nishitokuta 2-1-1, Yahaba-Cho, Shiwa-Gun, Yahaba, Iwate, 028-3694, Japan
| | - Kei Endo
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Iwate Medical University, Iwate Medical University School of Medicine, Nishitokuta 2-1-1, Yahaba-Cho, Shiwa-Gun, Yahaba, Iwate, 028-3694, Japan
| | - Yuichi Yoshida
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Iwate Medical University, Iwate Medical University School of Medicine, Nishitokuta 2-1-1, Yahaba-Cho, Shiwa-Gun, Yahaba, Iwate, 028-3694, Japan
| | - Takayoshi Oikawa
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Iwate Medical University, Iwate Medical University School of Medicine, Nishitokuta 2-1-1, Yahaba-Cho, Shiwa-Gun, Yahaba, Iwate, 028-3694, Japan
| | - Keisuke Kakisaka
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Iwate Medical University, Iwate Medical University School of Medicine, Nishitokuta 2-1-1, Yahaba-Cho, Shiwa-Gun, Yahaba, Iwate, 028-3694, Japan
| | - Kei Sawara
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Iwate Medical University, Iwate Medical University School of Medicine, Nishitokuta 2-1-1, Yahaba-Cho, Shiwa-Gun, Yahaba, Iwate, 028-3694, Japan
| | - Akio Miyasaka
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Iwate Medical University, Iwate Medical University School of Medicine, Nishitokuta 2-1-1, Yahaba-Cho, Shiwa-Gun, Yahaba, Iwate, 028-3694, Japan
| | - Takayuki Matsumoto
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Iwate Medical University, Iwate Medical University School of Medicine, Nishitokuta 2-1-1, Yahaba-Cho, Shiwa-Gun, Yahaba, Iwate, 028-3694, Japan
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8
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Nian L, Liu Z, Cai X, Wang B, Zhang Q, Lei J, Xiao J. A Single-Chain Peptide Probe Targeting Pathological Collagen for Precise Staging of Hepatic Fibrosis by MR Imaging. Anal Chem 2025; 97:1117-1124. [PMID: 39772523 DOI: 10.1021/acs.analchem.4c03601] [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: 01/11/2025]
Abstract
Hepatic fibrosis, a chronic liver response to injury with potential severe outcomes like cirrhosis and liver cancer, necessitates urgent noninvasive diagnostic techniques to halt disease progression. We herein for the first time developed a single-chain peptide probe targeting pathological collagen for in vivo magnetic resonance imaging (MRI) of hepatic fibrosis. The novel (GhypO)10 probe, distinguished by its unique monomeric conformation achieved through Pro to (2S,4S)-hydroxyproline (hyp) substitution and subsequent disruption of hydrogen bonding, exhibits selectivity for pathological collagen over its intact counterpart in connective tissues. Fluorescence imaging of liver specimens from fibrotic models displayed a discernible relationship between pathological collagen levels and fibrosis stage. Moreover, T1-weighted MR images post Gd-GhypO administration revealed progressive signal enhancement congruent with fibrosis severity, corroborated by a corresponding increase in the contrast-to-noise ratio (ΔCNR). Biodistribution analysis indicates that Gd-GhypO has low Gd retention in the main organs 24 h postinjection, ensuring the probe's safety for molecular imaging. The Gd-GhypO probe therefore emerges as a potent tool for the precise, noninvasive delineation of hepatic fibrosis stages, offering significant implications for the diagnosis and management of liver fibrosis.
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Affiliation(s)
- Linge Nian
- State Key Laboratory of Applied Organic Chemistry, College of Chemistry and Chemical Engineering, Lanzhou University, Lanzhou 730000, P. R. China
| | - Zhao Liu
- The First Hospital of Lanzhou University, Lanzhou 730000, P. R. China
| | - Xiangdong Cai
- State Key Laboratory of Applied Organic Chemistry, College of Chemistry and Chemical Engineering, Lanzhou University, Lanzhou 730000, P. R. China
| | - Bo Wang
- State Key Laboratory of Applied Organic Chemistry, College of Chemistry and Chemical Engineering, Lanzhou University, Lanzhou 730000, P. R. China
| | - Qianqian Zhang
- School of Pharmacy, Lanzhou University, Lanzhou 730000, P. R. China
| | - Junqiang Lei
- The First Hospital of Lanzhou University, Lanzhou 730000, P. R. China
| | - Jianxi Xiao
- State Key Laboratory of Applied Organic Chemistry, College of Chemistry and Chemical Engineering, Lanzhou University, Lanzhou 730000, P. R. China
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9
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Jiang C, Xu Z, Liu J, Li R, Chen K, Peng W, Xiao Y, Cheng D, Fu L, Peng S. Noninvasive diagnosis of significant liver fibrosis in patients with chronic hepatitis B using nomogram and machine learning models. Sci Rep 2025; 15:571. [PMID: 39753697 PMCID: PMC11698976 DOI: 10.1038/s41598-024-85012-9] [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: 08/09/2024] [Accepted: 12/30/2024] [Indexed: 01/06/2025] Open
Abstract
This study aims to construct and validate noninvasive diagnosis models for evaluating significant liver fibrosis in patients with chronic hepatitis B (CHB). A cohort of 259 CHB patients were selected as research subjects. Through random grouping, 182 cases were included in the training set and 77 cases in the validation set. The nomogram was developed based on univariate analysis and multivariate regression analysis. Various machine learning models were employed to construct prediction models for significant liver fibrosis. The area under the ROC curve (AUC), sensitivity, specificity, NPV, PPV, and F1 score were used to evaluate the diagnostic performance. The new nomogram had excellent diagnostic efficiency (AUC 0.806, 95% CI: 0.740-0.872). Compared with other traditional noninvasive diagnostic models, the nomogram demonstrated higher AUC values and better prediction performance. Among six machine learning models, the random forest (RF) model achieved the highest AUC (AUC 0.819, 95% CI: 0.720-0.906). Finally, the importance of all variables in the RF model was ordered to illustrate the contribution of different variables, providing the clinical factors associated with the risk of significant liver fibrosis. This new nomogram may more reliably than other traditional models and the RF model demonstrated superior accuracy among six machine learning models.
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Affiliation(s)
- Chuan Jiang
- Department of Infectious Diseases, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, Hunan, China
| | - Zhenyu Xu
- Department of Infectious Diseases, The Second Xiangya Hospital, Central South University, No. 139 Renmin Middle Road, Changsha, 410011, Hunan, China
| | - Jinqing Liu
- Department of Infectious Diseases, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, Hunan, China
| | - Ronghua Li
- Department of Nuclear Medicine, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, Hunan, China
| | - Keyu Chen
- Department of Infectious Diseases, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, Hunan, China
| | - Wenting Peng
- Department of Infectious Diseases, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, Hunan, China
| | - Yueming Xiao
- Department of Infectious Diseases, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, Hunan, China
| | - Da Cheng
- Department of Infectious Diseases, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, Hunan, China
| | - Lei Fu
- Department of Infectious Diseases, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, Hunan, China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China.
| | - Shifang Peng
- Department of Infectious Diseases, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, Hunan, China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China.
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10
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Spitz L, Saadiq S, Shokar NK, Zuckerman MJ, Casner NA, Valenzuela R, Salinas JJ. Characterization of an At-Risk Population for Nonalcoholic Fatty Liver Disease (NAFLD) in a Primary Care Setting Along the U.S.-Mexico Border. J Transcult Nurs 2025; 36:92-102. [PMID: 39189342 PMCID: PMC11645848 DOI: 10.1177/10436596241271265] [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: 08/28/2024] Open
Abstract
INTRODUCTION This study aimed to determine the burden of suspected nonalcoholic fatty liver disease (NAFLD) and nonalcoholic steatohepatitis (NASH) in a predominantly Hispanic patient population and explore the utility of the American Gastroenterological Association's NAFLD Clinical Care Pathway (CCP). METHODOLOGY Electronic medical records (n = 223) were used to divide patients into risk groups based on the amount of metabolic risk factors they presented, diabetic status, or if they presented other liver diseases. Fribosis-4 (FIB-4) scores were used to determine the risk for advanced fibrosis. RESULTS Most patients (83.8%) were considered at risk for NAFLD based on CCP criteria, and about a third of patients (33.2%) were found to be at indeterminate (n = 60; 26.9%) or high risk (n = 14; 6.3%) for advanced fibrosis. Most indeterminate-risk patients (78.3%) were not referred for liver imaging. DISCUSSION This study demonstrates the potential of the CCP as a corrective tool that could help to better identify and screen patients at risk for NAFLD.
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Affiliation(s)
- Lindsay Spitz
- Texas Tech University Health Sciences Center, El Paso, USA
| | - Stefan Saadiq
- Texas Tech University Health Sciences Center, El Paso, USA
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11
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Sotoudeheian M. Value of Mac-2 Binding Protein Glycosylation Isomer (M2BPGi) in Assessing Liver Fibrosis in Metabolic Dysfunction-Associated Liver Disease: A Comprehensive Review of its Serum Biomarker Role. Curr Protein Pept Sci 2025; 26:6-21. [PMID: 38982921 DOI: 10.2174/0113892037315931240618085529] [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: 03/11/2024] [Revised: 05/23/2024] [Accepted: 05/27/2024] [Indexed: 07/11/2024]
Abstract
Metabolic Dysfunction-Associated Fatty Liver Disease (MAFLD) is a broad condition characterized by lipid accumulation in the liver tissue, which can progress to fibrosis and cirrhosis if left untreated. Traditionally, liver biopsy is the gold standard for evaluating fibrosis. However, non-invasive biomarkers of liver fibrosis are developed to assess the fibrosis without the risk of biopsy complications. Novel serum biomarkers have emerged as a promising tool for non-invasive assessment of liver fibrosis in MAFLD patients. Several studies have shown that elevated levels of Mac-2 binding protein glycosylation isomer (M2BPGi) are associated with increased liver fibrosis severity in MAFLD patients. This suggests that M2BPGi could serve as a reliable marker for identifying individuals at higher risk of disease progression. Furthermore, the use of M2BPGi offers a non-invasive alternative to liver biopsy, which is invasive and prone to sampling errors. Overall, the usage of M2BPGi in assessing liver fibrosis in MAFLD holds great promise for improving risk stratification and monitoring disease progression in affected individuals. Further research is needed to validate its utility in clinical practice and establish standardized protocols for its implementation.
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12
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Ahmadizar F, Younossi ZM. Exploring Biomarkers in Nonalcoholic Fatty Liver Disease Among Individuals With Type 2 Diabetes Mellitus. J Clin Gastroenterol 2025; 59:36-46. [PMID: 39352015 PMCID: PMC11630663 DOI: 10.1097/mcg.0000000000002079] [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: 03/27/2024] [Accepted: 09/02/2024] [Indexed: 10/03/2024]
Abstract
Integrating biomarkers into a comprehensive strategy is crucial for precise patient management, especially considering the significant healthcare costs associated with diseases. Current studies emphasize the urgent need for a paradigm shift in conceptualizing nonalcoholic fatty liver disease (NAFLD), now renamed metabolic dysfunction-associated steatotic liver disease (MASLD). Biomarkers are emerging as indispensable tools for accurate diagnosis, risk stratification, and monitoring disease progression. This review classifies biomarkers into conventional and novel categories, such as lipids, insulin resistance, hepatic function, and cutting-edge imaging/omics, and evaluates their potential to transform the approach to MASLD among individuals with type 2 diabetes mellitus (T2D). It focuses on the critical role of biomarkers in early MASLD detection, enhancing predictive accuracy, and discerning responses to interventions (pharmacological or lifestyle modifications). Amid this discussion, the complexities of the relationship between T2D and MASLD are explored, considering factors like age, gender, genetics, ethnicity, and socioeconomic background. Biomarkers enhance the effectiveness of interventions and support global initiatives to reduce the burden of MASLD, thereby improving public health outcomes. This review recognizes the promising potential of biomarkers for diagnostic precision while candidly addressing the challenges in implementing these advancements in clinical practice. The transformative role of biomarkers emerges as a central theme, promising to reshape our understanding of disease trajectories, prognosis, and the customization of personalized therapeutic strategies for improved patient outcomes. From a future perspective, identifying early-stage biomarkers, understanding environmental impact through exposomes, and applying a multiomics approach may reveal additional insight into MASLD development.
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Affiliation(s)
- Fariba Ahmadizar
- Data Science and Biostatistics Department, Julius Global Health, University Medical Center Utrecht, Utrecht, The Netherlands
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA
- Beatty Liver and Obesity Research Program Center for Liver Diseases, Inova Health System, Falls Church, VA
| | - Zobair M. Younossi
- The Global NASH Council, Center for Outcomes Research in Liver Disease, Washington, DC
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13
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Sung S, Al-Karaghouli M, Tam M, Wong YJ, Jayakumar S, Davyduke T, Ma M, Abraldes JG. Age-dependent differences in FIB-4 predictions of fibrosis in patients with MASLD referred from primary care. Hepatol Commun 2025; 9:e0609. [PMID: 39670870 PMCID: PMC11637747 DOI: 10.1097/hc9.0000000000000609] [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] [Accepted: 10/30/2024] [Indexed: 12/14/2024] Open
Abstract
BACKGROUND Fibrosis 4 (FIB-4) is widely used to triage patients with metabolic dysfunction-associated steatotic liver disease. Given that age is part of FIB-4, higher scores may be expected in the elderly population. This led to the proposal of using a higher threshold of FIB-4 to triage patients aged ≥65. Our main objective is to evaluate how age modifies the association between the FIB-4 index and disease severity based on the vibration-controlled transient elastography (VCTE) "rule of 5s." METHODS In this cross-sectional study, we prospectively analyzed data from a primary care referral pathway. We used liver stiffness measurement by VCTE as a reference standard for liver risk. We modeled with ordinal regression the exceedance probabilities of finding different liver stiffness measurement thresholds according to FIB-4, and how age modifies FIB-4 predictions. RESULTS Nine hundred eighty-five participants with complete data were used for modeling. Participants aged ≥65 had a higher prevalence of advanced liver disease estimated by VCTE and higher FIB-4 values than those <65 (85.9% vs. 20.2% for FIB-4 ≥1.3, and 46.5% vs. 6.5% for FIB-4 ≥2.0). In participants age ≥65, the negative predictive value for VCTE ≥10 kPa of FIB-4 <1.3 was 100% versus FIB-4 <2.0 was 83%. Age significantly modified FIB-4-based prediction of fibrosis, but predictions at a threshold of 1.3 or 2 were only minimally altered. For higher FIB-4 threshold (ie, 2.7), age strongly modified FIB-4 predictions of liver stiffness measurement. CONCLUSIONS Age does not relevantly modify FIB-4 predictions when using the common threshold of 1.3. Our data suggest no rationale for increasing the FIB-4 threshold to 2 for undergoing further testing in patients aged ≥65. However, the meaning of a FIB-4 of 2.7 strongly changes with age. This cutoff for ages over 65 is not enough to define high-risk and would not warrant direct referral.
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Affiliation(s)
- Shuen Sung
- Faculty of Medicine and Dentistry, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
- Division of Gastroenterology, Department of Medicine, Liver Unit, University of Alberta, Edmonton, Alberta, Canada
| | - Mustafa Al-Karaghouli
- Faculty of Medicine and Dentistry, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
- Division of Gastroenterology, Department of Medicine, Liver Unit, University of Alberta, Edmonton, Alberta, Canada
| | - Matthew Tam
- Faculty of Medicine and Dentistry, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Yu Jun Wong
- Department of Gastroenterology and Hepatology, Changi General Hospital, Singapore
| | - Saumya Jayakumar
- Faculty of Medicine and Dentistry, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
- Division of Gastroenterology, Department of Medicine, Liver Unit, University of Alberta, Edmonton, Alberta, Canada
| | - Tracy Davyduke
- Clinical Services, Alberta Health Services, Edmonton, Alberta, Canada
| | - Mang Ma
- Faculty of Medicine and Dentistry, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
- Division of Gastroenterology, Department of Medicine, Liver Unit, University of Alberta, Edmonton, Alberta, Canada
| | - Juan G. Abraldes
- Faculty of Medicine and Dentistry, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
- Division of Gastroenterology, Department of Medicine, Liver Unit, University of Alberta, Edmonton, Alberta, Canada
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14
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Goldberg DT, Yaskolka Meir A, Tsaban G, Rinott E, Kaplan A, Zelicha H, Klöting N, Ceglarek U, Iserman B, Shelef I, Rosen P, Blüher M, Stumvoll M, Etzion O, Stampfer MJ, Hu FB, Shai I. Novel proteomic signatures may indicate MRI-assessed intrahepatic fat state and changes: The DIRECT PLUS clinical trial. Hepatology 2025; 81:198-211. [PMID: 38537153 PMCID: PMC11643130 DOI: 10.1097/hep.0000000000000867] [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] [Received: 08/21/2023] [Accepted: 03/03/2024] [Indexed: 05/08/2024]
Abstract
BACKGROUND AND AIMS We demonstrated in the randomized 18-month DIRECT PLUS trial (n = 294) that a Mediterranean (MED) diet, supplemented with polyphenol-rich Mankai duckweed, green tea, and walnuts and restricted in red/processed meat, caused substantial intrahepatic fat (IHF%) loss compared with 2 other healthy diets, reducing NAFLD by half, regardless of similar weight loss. Here, we investigated the baseline proteomic profile associated with IHF% and the changes in proteomics associated with IHF% changes induced by lifestyle intervention. APPROACH AND RESULTS We calculated IHF% by proton magnetic resonance spectroscopy (normal IHF% <5% and abnormal IHF% ≥5%). We assayed baseline and 18-month samples for 95 proteomic biomarkers.Participants (age = 51.3 ± 10.8 y; 89% men; and body mass index = 31.3 ± 3.9 kg/m 2 ) had an 89.8% 18-month retention rate; 83% had eligible follow-up proteomics measurements, and 78% had follow-up proton magnetic resonance spectroscopy. At baseline, 39 candidate proteins were significantly associated with IHF% (false discovery rate <0.05), mostly related to immune function pathways (eg, hydroxyacid oxidase 1). An IHF% prediction based on the DIRECT PLUS by combined model ( R2 = 0.47, root mean square error = 1.05) successfully predicted IHF% ( R2 = 0.53) during testing and was stronger than separately inputting proteins/traditional markers ( R2 = 0.43/0.44). The 18-month lifestyle intervention induced changes in 18 of the 39 candidate proteins, which were significantly associated with IHF% change, with proteins related to metabolism, extracellular matrix remodeling, and immune function pathways. Thrombospondin-2 protein change was higher in the green-MED compared to the MED group, beyond weight and IHF% loss ( p = 0.01). Protein principal component analysis revealed differences in the third principal component time distinct interactions across abnormal/normal IHF% trajectory combinations; p < 0.05 for all). CONCLUSIONS Our findings suggest novel proteomic signatures that may indicate MRI-assessed IHF state and changes during lifestyle intervention. Specifically, carbonic anhydrase 5A, hydroxyacid oxidase 1, and thrombospondin-2 protein changes are independently associated with IHF% change, and thrombospondin-2 protein change is greater in the green-MED/high polyphenols diet.
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Affiliation(s)
- Dana T. Goldberg
- The Health & Nutrition Innovative International Research Center, Department of Epidemiology, Biostatistics and Community Health Sciences, Faculty of Health Sciences, School of Public Health, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Anat Yaskolka Meir
- The Health & Nutrition Innovative International Research Center, Department of Epidemiology, Biostatistics and Community Health Sciences, Faculty of Health Sciences, School of Public Health, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Gal Tsaban
- The Health & Nutrition Innovative International Research Center, Department of Epidemiology, Biostatistics and Community Health Sciences, Faculty of Health Sciences, School of Public Health, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Ehud Rinott
- The Health & Nutrition Innovative International Research Center, Department of Epidemiology, Biostatistics and Community Health Sciences, Faculty of Health Sciences, School of Public Health, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Alon Kaplan
- The Health & Nutrition Innovative International Research Center, Department of Epidemiology, Biostatistics and Community Health Sciences, Faculty of Health Sciences, School of Public Health, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Hila Zelicha
- The Health & Nutrition Innovative International Research Center, Department of Epidemiology, Biostatistics and Community Health Sciences, Faculty of Health Sciences, School of Public Health, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Nora Klöting
- Department of Medicine, University of Leipzig, Leipzig, Germany
| | - Uta Ceglarek
- Department of Medicine, University of Leipzig, Leipzig, Germany
- Institute of Laboratory Medicine, Clinical Chemistry, and Molecular Diagnostics, University of Leipzig Medical Center, Leipzig, Germany
| | - Berend Iserman
- Department of Medicine, University of Leipzig, Leipzig, Germany
- Institute of Laboratory Medicine, Clinical Chemistry, and Molecular Diagnostics, University of Leipzig Medical Center, Leipzig, Germany
| | - Ilan Shelef
- Department of Diagnostic Imaging, Soroka University Medical Center, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Philip Rosen
- Department of Diagnostic Imaging, Soroka University Medical Center, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Matthias Blüher
- Department of Medicine, University of Leipzig, Leipzig, Germany
- Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Zentrum München at the University of Leipzig and University Hospital Leipzig, Leipzig, Germany
| | - Michael Stumvoll
- Department of Medicine, University of Leipzig, Leipzig, Germany
- Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Zentrum München at the University of Leipzig and University Hospital Leipzig, Leipzig, Germany
| | - Ohad Etzion
- Department of Gastroenterology and Liver Diseases, Soroka University Medical Center, Beersheba, Israel
| | - Meir J. Stampfer
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Medicine, Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Frank B. Hu
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Medicine, Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Iris Shai
- The Health & Nutrition Innovative International Research Center, Department of Epidemiology, Biostatistics and Community Health Sciences, Faculty of Health Sciences, School of Public Health, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- Department of Medicine, University of Leipzig, Leipzig, Germany
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
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15
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Wei Z, Liu J, Wang N, Wei K. Kidney function mediates the association of per- and poly-fluoroalkyl substances (PFAS) and heavy metals with hepatic fibrosis risk. ENVIRONMENTAL RESEARCH 2024; 263:120092. [PMID: 39357638 DOI: 10.1016/j.envres.2024.120092] [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: 07/17/2024] [Revised: 09/26/2024] [Accepted: 09/29/2024] [Indexed: 10/04/2024]
Abstract
Heavy metals and per- and polyfluoroalkyl substances (PFAS) are significantly associated with the risk of hepatic fibrosis. However, the potential mediating effect of kidney function in the relationship between heavy metals, PFAS, and hepatic fibrosis risk remains unexplored. This research gap limits the development of hepatic fibrosis prevention and treatment strategies. To address this, this study conducts a cross-sectional analysis based on data from 10,870 participants in NHANES 2005-2018 to explore the relationship between heavy metals, PFAS, and the risk of hepatic fibrosis, as well as the mediating effect of kidney function. Participants with a Fibrosis-4 index <1.45 are defined as not having hepatic fibrosis in this study. Results from generalized linear regression models and weighted quantile sum regression models indicate that both individual and combined exposures to heavy metals and PFAS are positively associated with the risk of hepatic fibrosis. Nonlinear exposure-response functions suggest that there may be a threshold for the relationship between heavy metals (except mercury) and PFAS with the risk of hepatic fibrosis. Furthermore, heavy metals and PFAS increase the risk of kidney function impairment. After stratification by kidney function stage, the relationship between heavy metals (except lead) and proteinuria is not significant, while PFAS show a significant negative association with proteinuria. The decline in kidney function has a significant mediating effect in the relationship between heavy metals and PFAS and the risk of hepatic fibrosis, with mediation effect proportions all above 20%. The findings suggest that individual or combined exposure to heavy metals and PFAS does not increase the risk of hepatic fibrosis until a certain threshold is reached, and the mediating role of declining kidney function is very important. These results highlight the need to consider kidney function in the context of hepatic fibrosis risk assessment and management.
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Affiliation(s)
- Zhengqi Wei
- School of Public Health, Guilin Medical University, Guilin, Guangxi, 541199, China
| | - Jincheng Liu
- Huazhong University of Science and Technology Tongji Medical College, Wuhan, Hubei, 430000, China
| | - Na Wang
- School of Public Health, Guilin Medical University, Guilin, Guangxi, 541199, China.
| | - Keke Wei
- Huazhong University of Science and Technology Tongji Medical College, Wuhan, Hubei, 430000, China.
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López-Mendez I, Romero-Flores JL, Castro-Narro G, Uribe M, Juárez-Hernández E. Factors associated with obtaining lower IQR-CAP values in the detection of hepatic steatosis by transient elastography. Ann Hepatol 2024; 30:101762. [PMID: 39638039 DOI: 10.1016/j.aohep.2024.101762] [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: 06/04/2024] [Revised: 10/14/2024] [Accepted: 11/11/2024] [Indexed: 12/07/2024]
Abstract
INTRODUCTION AND OBJECTIVES Controlled attenuation parameter (CAP) has been developed as a non-invasive method for detecting liver steatosis. The aim of the study was to determine factors associated with non-obtaining lower IQR-CAP values. MATERIALS AND METHODS Retrospective revision of medical records of CAP studies for steatosis screening. Anthropometrical, biochemical, and quality variables were collected. A logistic regression analysis was performed to determine independent associations with non-obtaining IQR-CAP <30, <20, and <10 in all patients and then adjusted for obesity/overweight and severity of steatosis. RESULTS 5061 studies were analyzed. Median IQR-CAP was 26 [IQR 20-33] dB/m. Steatosis prevalence was 39.4 % (n = 1996). In overweight patients, significant alcohol consumption was an independent factor for non-obtaining IQR-CAP <30; meanwhile, in obese patients glucose impairment, AST, skPa>8 and steatosis severity were independent factors for non-obtaining lower IQR-CAP values. According to steatosis severity, the presence of anthropometric characteristics of obesity and significant alcohol consumption were independent factors for non-obtaining lower IQR-CAP values. CONCLUSIONS In steatosis detection by CAP, obesity, significant alcohol consumption, glucose impairments, and minimal liver function test alterations were independent factors associated with non-obtaining lower values of IQR-CAP.
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Affiliation(s)
- Iván López-Mendez
- Transplant and Hepatology Unit, Medica Sur Clinic & Foundation, Mexico City, Mexico.
| | | | | | - Misael Uribe
- Gastroenterology and Obesity Unit, Medica Sur Clinic & Foundation, Mexico City, Mexico
| | - Eva Juárez-Hernández
- Translational Research Unit, Medica Sur Clinic & Foundation, Mexico City, Mexico.
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17
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Wei H, Bi Y, Liao C, Huang Y, Lian Y. Plasma microRNA-15a/16-1 serves as a non-invasive indicator of liver fibrosis severity in individuals with chronic hepatitis B. Noncoding RNA Res 2024; 9:1342-1350. [PMID: 39247146 PMCID: PMC11380177 DOI: 10.1016/j.ncrna.2024.08.004] [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: 06/21/2024] [Revised: 08/05/2024] [Accepted: 08/14/2024] [Indexed: 09/10/2024] Open
Abstract
Background The lack of effective non-invasive diagnostic methods for liver fibrosis hinders timely treatment for chronic hepatitis B (CHB) patients, leading to the progression of advanced liver disease. Circulating microRNAs offer a non-invasive approach to fibrosis assessment. MicroRNA-15a/16-1 (miR-15a/16) was reported to be implicated in fibrosis development, but the role of plasma miR-15a/16 in liver fibrosis assessment remains poorly understood. This study explored the importance of plasma miR-15a/16 in assessing liver fibrosis severity of CHB patients. Methods Quantitative PCR was utilized to measure the levels of plasma miR-15a/16 in 435 patients with CHB and 74 healthy controls. We assessed the correlation between plasma miR-15a/16 levels and liver fibrosis and cirrhosis using Pearson correlation coefficients, multivariate linear and logistic regression models, and smooth curve fitting. Utilizing the receiver operating characteristic (ROC) curve, we examined the diagnostic potential of plasma miR-15a/16 in severe fibrosis and cirrhosis. Results Plasma levels of miR-15a/16 in patients with CHB were significantly reduced compared to those in healthy controls. In the CHB cohort, levels were notably decreased in individuals with severe fibrosis or cirrhosis compared to those without severe fibrosis or cirrhosis. Plasma miR-15a/16 levels exhibited a negative relationship with the severity of liver fibrosis, gradually decreasing as the histological fibrosis stage progressed from S0 to S4. Reduced levels of plasma miR-15a/16 were linked to an elevated risk of severe liver fibrosis (miR-15a: odds ratio [OR] = 0.243; 95 % confidence interval [CI]: 0.138, 0.427; miR-16: OR = 0.201; 95 % CI: 0.097, 0.417) and cirrhosis (miR-15a: OR = 0.153; 95 % CI: 0.079, 0.298; miR-16: OR = 0.064; 95 % CI: 0.025, 0.162). MiR-15a achieved an area under the ROC curve of 0.886 and 0.832 for detecting moderate-to-severe fibrosis (S2-S4) and cirrhosis, respectively. MiR-16 demonstrated similar diagnostic values. Conclusion Plasma miR-15a/16 levels were negatively correlated with the severity of liver fibrosis in CHB patients and could serve as a new non-invasive indicator in evaluating liver fibrosis.
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Affiliation(s)
- Huan Wei
- Guangdong Provincial Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yanhua Bi
- Guangdong Provincial Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Chunhong Liao
- Guangdong Provincial Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yuehua Huang
- Guangdong Provincial Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- Department of Infectious Diseases, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yifan Lian
- Guangdong Provincial Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
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18
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Chen Z, Huang Y, Zhang Y, Zhou D, Yang Y, Zhang S, Xiao H, Li H, Liu Y. Impact of hepatic steatosis on liver stiffness measurement by vibration-controlled transient elastography and its diagnostic performance for identifying liver fibrosis in patients with chronic hepatitis B. Insights Imaging 2024; 15:283. [PMID: 39576387 PMCID: PMC11584827 DOI: 10.1186/s13244-024-01857-8] [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: 03/26/2024] [Accepted: 10/28/2024] [Indexed: 11/25/2024] Open
Abstract
OBJECTIVES To explore the impact of hepatic steatosis measured by MRI-proton density fat fraction (MRI-PDFF) on liver stiffness measurement (LSM) value and its diagnostic performance for staging liver fibrosis in patients with chronic hepatitis B (CHB). METHODS A total of 914 patients with CHB who underwent liver biopsy and MRI-PDFF were retrospectively reviewed. The influence of MRI-PDFF on LSM value was assessed using univariate and multivariate linear analyses. To assess the influence of liver steatosis on the diagnostic performance of LSM, a series of ROC analyses were performed and compared by stratifying patients into non-steatosis (PDFF < 5%) and steatosis (PDFF ≥ 5%) groups according to MRI-PDFF values. The effects of different LSM cut-off values on the false-positive rate in the steatosis cohort were compared using McNemar's test. RESULTS LSM values were significantly affected by MRI-PDFF in the entire cohort (B-coefficient: 0.003, p < 0.001), F1 cohort (B-coefficient: 0.005, p < 0.001), and F2 cohort (B-coefficient: 0.003, p = 0.002). Hepatic steatosis was not observed to have a significant influence on the ROC curve of LSM for staging liver fibrosis. Compared with using the cut-off values for the CHB cohort, using relatively higher cut-off values for hepatic steatosis significantly improved the false-positive rate of LSM in the steatosis cohort. CONCLUSION Steatosis significantly influenced LSM, with a higher value in the early stage of liver fibrosis but did not affect the diagnostic efficiency of LSM for staging liver fibrosis. Moreover, using relatively high cut-off values significantly improved the false-positive rate of LSM in CHB patients with steatosis. CLINICAL RELEVANCE STATEMENT The identified correlation between MRI-PDFF and VCTE-measured LSM is not clinically relevant since the diagnostic performance of LSM in staging liver fibrosis is not affected by steatosis. A higher cut-off should be applied in CHB patients with steatosis to improve the false-positive rate. KEY POINTS Steatosis can affect liver stiff measurement (LSM) values in the early stage of liver fibrosis. The diagnostic performance of LSM in staging liver fibrosis is not affected by steatosis. LSM's cutoffs should be increased in patients with steatosis to improve the false-positive rate.
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Affiliation(s)
- Zhiyuan Chen
- Department of Radiology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
- Second Clinical Medical College of Guangzhou University of Traditional Chinese Medicine, Guangzhou, China
| | - Ye Huang
- Second Clinical Medical College of Guangzhou University of Traditional Chinese Medicine, Guangzhou, China
| | - Yan Zhang
- Integrated Department, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Dongjing Zhou
- Department of Radiology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Yu Yang
- Department of Pathology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Shuping Zhang
- Department of Radiology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Huanming Xiao
- Department of Hepatology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - HaiXia Li
- Department of Radiology, Bayer Healthcare Limited Company, Guangzhou, China
| | - Yupin Liu
- Department of Radiology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.
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Öz DK, Ellik Z, Çoruh AG, Adıgüzel M, Gümüşsoy M, Kiremitci S, Kırımker EO, Gökcan H, Elhan AH, Balcı D, Savaş B, Erden A, İdilman R. Assessing hepatic steatosis by magnetic resonance in potential living liver donors. Diagn Interv Radiol 2024; 30:351-356. [PMID: 38737404 PMCID: PMC11589523 DOI: 10.4274/dir.2024.242697] [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: 02/05/2024] [Accepted: 04/17/2024] [Indexed: 05/14/2024]
Abstract
PURPOSE To determine the accuracy of magnetic resonance imaging-proton density fat fraction (MRI-PDFF) measurements for detecting liver fat content in potential living liver donors and to compare these results using liver biopsy findings. METHODS A total of 139 living liver donors (men/women: 83/56) who underwent MRI between January 2017 and September 2021 were included in this analysis retrospectively. The PDFFs were measured using both MR spectroscopy (MRS) and chemical shift-based MRI (CS-MRI) for each donor in a blinded manner. RESULTS Significant positive correlations were found between liver biopsy and MRS-PDFF and CS-MRI PDFF in terms of hepatic steatosis detection [r = 0.701, 95% confidence interval (CI): 0.604–0.798, r = 0.654, 95% CI: 0.544–0.765, P < 0.001, respectively). A weak level correlation was observed between liver biopsy, MRI methods, and vibration-controlled transient elastography attenuation parameters in 42 available donors. Based on receiver operating characteristic (ROC) analysis, MRS-PDFF and CS-MRI PDFF significantly distinguished >5% of histopathologically detected hepatic steatosis with an area under the ROC curve (AUC) of 0.837 ± 0.036 (P < 0.001, 95% CI: 0.766–0.907) and 0.810 ± 0.036 (P < 0.001, 95% CI: 0.739–0.881), respectively. The negative predictive values (NPVs) of MRS-PDFF and CS-MRI PDFF were 88.3% and 81.3%, respectively. In terms of distinguishing between clinically significant hepatic steatosis (≥10% on histopathology), the AUC of MRS-PDFF and CS-MRI were 0.871 ± 0.034 (P < 0.001 95% CI: 0.804–0.937) and 0.855 ± 0.036 (P < 0.001, 95% CI: 0.784–0.925), respectively. The NPVs of MRS-PDFF and CS-MRI were 99% and 92%, respectively. CONCLUSION The methods of MRS-PDFF and CS-MRI PDFF provide a non-invasive and accurate approach for assessing hepatic steatosis in potential living liver donor candidates. These MRI PDFF techniques present a promising clinical advantage in the preoperative evaluation of living liver donors by eliminating the requirement for invasive procedures like liver biopsy.
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Affiliation(s)
- Diğdem Kuru Öz
- Ankara University Faculty of Medicine, Department of Radiology, Ankara, Türkiye
| | - Zeynep Ellik
- Ankara University Faculty of Medicine, Department of Gastroenterology, Ankara, Türkiye
| | | | - Mehmet Adıgüzel
- Ankara University Faculty of Medicine, Department of Radiology, Ankara, Türkiye
| | - Mesut Gümüşsoy
- Ankara University Faculty of Medicine, Department of Gastroenterology, Ankara, Türkiye
| | - Saba Kiremitci
- Ankara University Faculty of Medicine, Department of Pathology, Ankara, Türkiye
| | - Elvan Onur Kırımker
- Ankara University Faculty of Medicine, Department of General Surgery, Ankara, Türkiye
| | - Hale Gökcan
- Ankara University Faculty of Medicine, Department of Gastroenterology, Ankara, Türkiye
| | - Atilla Halil Elhan
- Ankara University Faculty of Medicine, Department of Biostatistics, Ankara, Türkiye
| | - Deniz Balcı
- Bahçesehir University Faculty of Medicine, Department of General Surgery, İstanbul, Türkiye
| | - Berna Savaş
- Ankara University Faculty of Medicine, Department of Pathology, Ankara, Türkiye
| | - Ayşe Erden
- Ankara University Faculty of Medicine, Department of Radiology, Ankara, Türkiye
| | - Ramazan İdilman
- Ankara University Faculty of Medicine, Department of Gastroenterology, Ankara, Türkiye
- Ankara University Hepatology Institute, Ankara, Türkiye
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Petrie E, Gray M, Bril F. Metabolic characteristics of patients with MetALD: Caveats of a new definition. Liver Int 2024; 44:2929-2938. [PMID: 39152688 DOI: 10.1111/liv.16034] [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: 04/04/2024] [Revised: 06/13/2024] [Accepted: 06/30/2024] [Indexed: 08/19/2024]
Abstract
BACKGROUND AND AIMS Recently, a new entity was introduced, MetALD, which includes patients with metabolic dysfunction-associated steatotic liver disease (MASLD), who consume moderate amounts of alcohol. However, little is known regarding the metabolic and clinical characteristics of these patients. METHODS Data from the National Health and Nutrition Examination Surveys 2017-2020 was used. Participants without valid transient elastography (TE) measurements, incomplete alcohol consumption report, or with alternative etiologies of liver steatosis were excluded. RESULTS A total of 6901 patients were included in the study, of which 106 (1.5%) had MetALD. Overall, MetALD patients showed a metabolic profile that was more similar to patients with alcohol related liver disease (ALD) than MASLD. Specifically, while patients with MetALD showed values in-between MASLD and ALD for body mass index (BMI), aspartate transaminase (AST), alanine transaminase (ALT), gamma glutamyltransferase (GGT) and haemoglobin A1c, they had similar high-density lipoprotein cholesterol (HDL-C), blood pressure, prevalence of diabetes and insulin resistance to ALD patients. Increasing alcohol consumption was associated with lower insulin resistance and A1c and higher triglycerides, HDL-C and blood pressure. Moreover, while AST, ALT and GGT increased with alcohol consumption, this did not translate into worse hepatic steatosis or liver fibrosis by TE. CONCLUSIONS MetALD patients share some characteristics with MASLD, but they resemble ALD patients more, especially after adjusting for BMI. Alcohol consumption produces a dissociation between insulin resistance and some cardiometabolic risk factors (blood pressure and HDL-C), which may make the current classification of patients challenging.
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Affiliation(s)
- Erin Petrie
- Division of Gastroenterology, Nutrition and Hepatology, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Meagan Gray
- Division of Gastroenterology, Nutrition and Hepatology, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Fernando Bril
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
- UAB Comprehensive Diabetes Center, University of Alabama at Birmingham, Birmingham, Alabama, USA
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21
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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.
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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
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22
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Kutaiba N, Tran A, Ashraf S, Con D, Lokan J, Goodwin M, Testro A, Egan G, Lim R. Computed Tomography-Derived Extracellular Volume Fraction and Splenic Size for Liver Fibrosis Staging. J Comput Assist Tomogr 2024; 48:837-843. [PMID: 38858799 DOI: 10.1097/rct.0000000000001631] [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: 06/12/2024]
Abstract
OBJECTIVE Extracellular volume fraction (fECV) and liver and spleen size have been correlated with liver fibrosis stages and cirrhosis. The purpose of the current study was to determine the predictive value of fECV alone and in conjunction with measurement of liver and spleen size for severity of liver fibrosis. METHODS This was a retrospective study of 95 subjects (65 with liver biopsy and 30 controls). Spearman rank correlation coefficient was used to assess correlation between radiological markers and fibrosis stage. Receiver operating characteristic analysis was performed to assess the discriminative ability of radiological markers for significant (F2+) and advanced (F3+) fibrosis and cirrhosis (F4), by reporting the area under the curve (AUC). RESULTS The cohort had a mean age of 51.4 ± 14.4 years, and 52 were female (55%). There were 36, 5, 6, 9, and 39 in fibrosis stages F0, F1, F2, F3, and F4, respectively. Spleen volume alone showed the highest correlation ( r = 0.552, P < 0.001) and AUCs of 0.823, 0.807, and 0.785 for identification of significant and advanced fibrosis and cirrhosis, respectively. Adding fECV to spleen length improved AUCs (0.764, 0.745, and 0.717 to 0.812, 0.781, and 0.738, respectively) compared with splenic length alone. However, adding fECV to spleen volume did not improve the AUCs for significant or advanced fibrosis or cirrhosis. CONCLUSIONS Spleen size (measured in length or volume) showed better correlation with liver fibrosis stages compared with fECV. The combination of fECV and spleen length had higher accuracy compared with fECV alone or spleen length alone.
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Affiliation(s)
| | - Anthony Tran
- From the Department of Radiology, Austin Health, Heidelberg, Victoria
| | - Saad Ashraf
- From the Department of Radiology, Austin Health, Heidelberg, Victoria
| | | | - Julie Lokan
- Anatomical Pathology, Austin Health, Heidelberg
| | | | | | - Gary Egan
- Monash Biomedical Imaging, Monash University, Clayton, Victoria, Australia
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23
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Roldan GA, Tricarico C, Brown RS. Alcohol Use Disorder and Alcohol-Associated Liver Disease: New Definitions, Screening, and Treatment. Gastroenterol Hepatol (N Y) 2024; 20:662-671. [PMID: 39886332 PMCID: PMC11775998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2025]
Abstract
Alcohol-associated liver disease (ALD) poses a significant global health burden and is a leading cause of liver-related morbidity and mortality. ALD encompasses a spectrum of disease states ranging from asymptomatic steatosis to acute hepatitis and cirrhosis. Alcohol use disorder (AUD) significantly increases the risk of developing ALD, and insight into AUD can provide a more complete understanding of ALD and the patients affected by these interrelated diseases. Accurate and timely identification of AUD, even in primary care, through validated screening tools combined with blood tests and imaging techniques facilitates early detection of ALD. Although liver transplantation (LT) remains the most effective treatment for end-stage ALD, patient outcomes post-LT have evolved because of shifting perspectives on ALD transplant eligibility, comprehensive pre-LT evaluations, and advancements in post-LT ALD detection. Nonetheless, addressing disparities in LT practices for ALD is paramount for ensuring equitable access to this life-saving intervention. This article offers an updated synopsis of ALD definitions, screening methodologies, and contemporary management approaches, particularly in the context of LT.
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Affiliation(s)
- Giovanni A. Roldan
- Department of Gastroenterology and Hepatology, Columbia University Irving Medical Center, Columbia University, New York, New York
- Department of Gastroenterology and Hepatology, University of Minnesota, Minneapolis, Minnesota
| | | | - Robert S. Brown
- Division of Gastroenterology and Hepatology, Weill Cornell Medicine, New York, New York
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24
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Li J, Yuan Y, Fu Q, Chen M, Liang H, Chen X, Long X, Zhang B, Zhao J, Chen Q. Novel insights into the role of immunomodulatory extracellular vesicles in the pathogenesis of liver fibrosis. Biomark Res 2024; 12:119. [PMID: 39396032 PMCID: PMC11470730 DOI: 10.1186/s40364-024-00669-8] [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: 06/28/2024] [Accepted: 10/07/2024] [Indexed: 10/14/2024] Open
Abstract
Liver fibrosis, a chronic and long-term disease, can develop into hepatocellular carcinoma (HCC) and ultimately lead to liver failure. Early diagnosis and effective treatment still face significant challenges. Liver inflammation leads to liver fibrosis through continuous activation of hepatic stellate cells (HSCs) and the accumulation of immune cells. Intracellular communication among various immune cells is important for mediating the inflammatory response during fibrogenesis. Extracellular vesicles (EVs), which are lipid bilayer membrane-enclosed particles naturally secreted by cells, make great contributions to cell-cell communication and the transport of bioactive molecules. Nearly all the cells that participate in liver fibrosis release EVs loaded with lipids, proteins, and nucleic acids. EVs from hepatocytes, immune cells and stem cells are involved in mediating the inflammatory microenvironment of liver fibrosis. Recently, an increasing number of extracellular vesicle-based clinical applications have emerged, providing promising cell-free diagnostic and therapeutic tools for liver fibrosis because of their crucial role in immunomodulation during pathogenesis. The advantages of extracellular vesicle-based therapies include stability, biocompatibility, low cytotoxicity, and minimal immunogenicity, which highlight their great potential for drug delivery and specific treatments for liver fibrosis. In this review, we summarize the complex biological functions of EVs in the inflammatory response in the pathogenesis of liver fibrosis and evaluate the potential of EVs in the diagnosis and treatment of liver fibrosis.
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Affiliation(s)
- Jiaxuan Li
- Division of Gastroenterology, Department of Internal Medicine at Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Yue Yuan
- Division of Gastroenterology, Department of Internal Medicine at Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Qinggang Fu
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Min Chen
- Division of Gastroenterology, Department of Internal Medicine at Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Huifang Liang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan, 430030, China
| | - Xiaoping Chen
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan, 430030, China
| | - Xin Long
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan, 430030, China
| | - Bixiang Zhang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan, 430030, China
| | - Jianping Zhao
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
- Hubei Key Laboratory of Hepato-Pancreato-Biliary Diseases, Wuhan, 430030, China.
| | - Qian Chen
- Division of Gastroenterology, Department of Internal Medicine at Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
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Papatheodoridi M, De Ledinghen V, Lupsor-Platon M, Bronte F, Boursier J, Elshaarawy O, Marra F, Thiele M, Markakis G, Payance A, Brodkin E, Castera L, Papatheodoridis G, Krag A, Arena U, Mueller S, Cales P, Calvaruso V, Delamarre A, Pinzani M, Tsochatzis EA. Agile scores in MASLD and ALD: External validation and their utility in clinical algorithms. J Hepatol 2024; 81:590-599. [PMID: 38789011 DOI: 10.1016/j.jhep.2024.05.021] [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: 09/29/2023] [Revised: 04/05/2024] [Accepted: 05/10/2024] [Indexed: 05/26/2024]
Abstract
BACKGROUND & AIMS Agile scores, including liver stiffness measurements (LSM) and routine clinical/laboratory biomarkers, have been developed for advanced fibrosis (F≥3) and cirrhosis (F4), respectively, in patients with metabolic dysfunction-associated steatotic liver disease (MASLD). We independently validated the diagnostic accuracy of these scores in MASLD, alcohol-related liver disease (ALD) and chronic hepatitis B or C (CHB/C) and assessed them in clinical algorithms with FIB-4 and LSM. METHODS We included 4,243 patients (MASLD: 912, ALD: 386, CHB: 597, CHC: 2,348) with LSM, liver biopsy and laboratory tests within 6 months. FIB-4, Agile 3+ and Agile 4 scores were calculated. RESULTS For F≥3, the diagnostic accuracy of Agile 3+ and LSM were similar in MASLD (AUC: 0.86 vs. 0.86, p = 0.831) and ALD (0.92 vs. 0.94, p = 0.123). For cirrhosis, Agile 4 was similar to LSM in MASLD (0.89 vs. 0.90, p = 0.412) and ALD (0.94 vs. 0.95, p = 0.513). Agile 3+/4 performed worse than LSM in CHB/C. Using predefined dual thresholds of 90% sensitivity/specificity, correct classification rates in MASLD were 66% vs. 61% using Agile 3+ vs. LS dual cut-offs and 71% vs. 67% in ALD, respectively. When using Agile 3+ or LSM as a second step after FIB-4 >1.3, correct classification rates were higher with Agile 3+ than LSM, both for MASLD (75% vs. 71%) and ALD (76% vs. 72%), with fewer indeterminate results. Positive agreement of LSM and Agile 3+/4 significantly increased the specificity of a diagnosis of advanced fibrosis/cirrhosis. CONCLUSION Agile 3+ and Agile 4 have equal diagnostic accuracy with LSM in both MASLD and ALD but result in fewer indeterminate results. Sequential use of FIB-4 and Agile 3+/4 or concurrent Agile 3+/4 and LSM can be used to further optimize F≥3 diagnosis. IMPACT AND IMPLICATIONS As of today, it is accepted that there will be no single non-invasive test or an isolated cut-off for identifying patients with advanced chronic liver disease. Here, we confirmed that Agile 3+ and Agile 4 scores are useful alternatives to simple liver stiffness measurement in diagnosing advanced fibrosis/cirrhosis in steatotic liver disease, but they do not perform as well in chronic viral hepatitis. Agile scores can help optimize the diagnosis of advanced fibrosis/cirrhosis in a dual cut-off strategy by reducing the number of indeterminate results either alone or in a sequential strategy after FIB-4. The combination of Agile scores and liver stiffness measurement can further increase our confidence in a positive diagnosis of advanced fibrosis/cirrhosis. These novel combination strategies can be useful tools to predict the likelihood of advanced stages of liver disease with the highest possible accuracy in a secondary/tertiary healthcare setting.
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Affiliation(s)
- Margarita Papatheodoridi
- Institute for Liver and Digestive Health, Royal Free Hospital and UCL, London, UK; Academic Department of Gastroenterology, Medical School of National and Kapodistrian University of Athens, Laiko General Hospital, Athens, Greece
| | - Victor De Ledinghen
- Hepatology Unit, CHU Bordeaux & INSERM U1312, Bordeaux University, Bordeaux, France
| | - Monica Lupsor-Platon
- Department of Medical Imaging, Regional Institute of Gastroenterology and Hepatology, Octavian Fodor", University of Medicine and Pharmacy "Iuliu Hatieganu" Cluj-Napoca, Romania
| | - Fabrizio Bronte
- Gastroenterology and Hepatology Unit, Department of Health Promotion Sciences Maternal and Infantile Care, Internal Medicine and Medical Specialities, Promise, University of Palermo, Italy
| | - Jerome Boursier
- Liver-Gastroenterology Department, University Hospital, Angers, France
| | - Omar Elshaarawy
- Center for Alcohol Research, University of Heidelberg, Germany; National Liver Institute, Menoufia University, Egypt; Institute of Systems, Molecular and Integrative Biology, University of Liverpool, UK
| | - Fabio Marra
- University of Florence, Department of Experimental and Clinical Medicine, Florence, Italy
| | - Maja Thiele
- Center for Liver Research, Department of Gastroenterology and Hepatology, Odense University Hospital, Denmark
| | - Georgios Markakis
- Academic Department of Gastroenterology, Medical School of National and Kapodistrian University of Athens, Laiko General Hospital, Athens, Greece
| | - Audrey Payance
- Service d'hépatologie, Hôpital Beaujon, Assistance Publique-Hôpitaux de Paris, Clichy, France
| | - Edgar Brodkin
- Institute for Liver and Digestive Health, Royal Free Hospital and UCL, London, UK
| | - Laurent Castera
- Service d'hépatologie, Hôpital Beaujon, Assistance Publique-Hôpitaux de Paris, Clichy, France; Université Paris-Cité, Inserm, Centre de recherche sur l'inflammation, UMR 1149, Paris, France
| | - George Papatheodoridis
- Academic Department of Gastroenterology, Medical School of National and Kapodistrian University of Athens, Laiko General Hospital, Athens, Greece
| | - Aleksander Krag
- Center for Liver Research, Department of Gastroenterology and Hepatology, Odense University Hospital, Denmark
| | - Umberto Arena
- University of Florence, Department of Experimental and Clinical Medicine, Florence, Italy
| | | | - Paul Cales
- Liver-Gastroenterology Department, University Hospital, Angers, France
| | - Vincenza Calvaruso
- Gastroenterology and Hepatology Unit, Department of Health Promotion Sciences Maternal and Infantile Care, Internal Medicine and Medical Specialities, Promise, University of Palermo, Italy
| | - Adele Delamarre
- Hepatology Unit, CHU Bordeaux & INSERM U1312, Bordeaux University, Bordeaux, France
| | - Massimo Pinzani
- Institute for Liver and Digestive Health, Royal Free Hospital and UCL, London, UK
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Njei B, Ameyaw P, Al-Ajlouni Y, Njei LP, Boateng S. Diagnosis and Management of Lean Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD): A Systematic Review. Cureus 2024; 16:e71451. [PMID: 39544615 PMCID: PMC11560387 DOI: 10.7759/cureus.71451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/13/2024] [Indexed: 11/17/2024] Open
Abstract
Lean metabolic dysfunction-associated steatotic liver disease (MASLD) defies traditional views of fatty liver diseases by manifesting in nonobese individuals. The renaming from nonalcoholic fatty liver disease to MASLD underscores a broader understanding of its pathophysiology, highlighting the complex interplay of metabolic factors beyond obesity. Despite its clinical importance, diagnosing and managing lean MASLD remains challenging due to its historical ties to obesity and a general lack of awareness about its unique characteristics. On December 4, 2023, a systematic literature search was conducted across six databases, focusing on peer-reviewed studies in English related to the diagnosis and management of lean MASLD. This study was registered with the International Prospective Register of Systematic Reviews (CRD42023489308). Out of 95 studies following Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines, 43 addressed diagnosis and surveillance, whereas 52 explored management strategies. The results revealed the difficulties in diagnosing lean MASLD, pointing out the limitations of traditional markers and the potential of advanced imaging techniques. Management strategies discussed included lifestyle changes and possible pharmacological treatments tailored to the specific metabolic features of this patient group. The study highlights the necessity for increased clinical awareness, regular monitoring, and personalized therapeutic approaches for lean MASLD. It calls for further research to refine diagnostic criteria and develop targeted treatments, aiming to enhance care for individuals with lean MASLD.
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Affiliation(s)
- Basile Njei
- Department of Medicine, Yale School of Medicine, New Haven, USA
| | - Prince Ameyaw
- Department of Internal Medicine, Bridgeport Hospital, Yale New Haven Health, Bridgeport, USA
| | | | - Lea-Pearl Njei
- Department of Medicine, University of Maryland, Baltimore, USA
| | - Sarpong Boateng
- Department of Medicine, Yale Affiliated Hospitals Program, New Haven, USA
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Gao J, Lan T, Kostallari E, Guo Y, Lai E, Guillot A, Ding B, Tacke F, Tang C, Shah VH. Angiocrine signaling in sinusoidal homeostasis and liver diseases. J Hepatol 2024; 81:543-561. [PMID: 38763358 PMCID: PMC11906189 DOI: 10.1016/j.jhep.2024.05.014] [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: 12/29/2023] [Revised: 04/29/2024] [Accepted: 05/10/2024] [Indexed: 05/21/2024]
Abstract
The hepatic sinusoids are composed of liver sinusoidal endothelial cells (LSECs), which are surrounded by hepatic stellate cells (HSCs) and contain liver-resident macrophages called Kupffer cells, and other patrolling immune cells. All these cells communicate with each other and with hepatocytes to maintain sinusoidal homeostasis and a spectrum of hepatic functions under healthy conditions. Sinusoidal homeostasis is disrupted by metabolites, toxins, viruses, and other pathological factors, leading to liver injury, chronic liver diseases, and cirrhosis. Alterations in hepatic sinusoids are linked to fibrosis progression and portal hypertension. LSECs are crucial regulators of cellular crosstalk within their microenvironment via angiocrine signaling. This review discusses the mechanisms by which angiocrine signaling orchestrates sinusoidal homeostasis, as well as the development of liver diseases. Here, we summarise the crosstalk between LSECs, HSCs, hepatocytes, cholangiocytes, and immune cells in health and disease and comment on potential novel therapeutic methods for treating liver diseases.
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Affiliation(s)
- Jinhang Gao
- Laboratory of Gastroenterology and Hepatology, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China; Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, China
| | - Tian Lan
- Laboratory of Gastroenterology and Hepatology, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China; Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, China; Department of Hepatology and Gastroenterology, Charité Universitätsmedizin Berlin, Campus Virchow-Klinikum and Campus Charité Mitte, Berlin, Germany
| | - Enis Kostallari
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Yangkun Guo
- Laboratory of Gastroenterology and Hepatology, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China; Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, China
| | - Enjiang Lai
- Laboratory of Gastroenterology and Hepatology, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China; Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, China
| | - Adrien Guillot
- Department of Hepatology and Gastroenterology, Charité Universitätsmedizin Berlin, Campus Virchow-Klinikum and Campus Charité Mitte, Berlin, Germany
| | - Bisen Ding
- Key Laboratory of Birth Defects and Related Diseases of Women and Children of MOE, State Key Laboratory of Biotherapy, West China Second University Hospital, Sichuan University, Chengdu, China
| | - Frank Tacke
- Department of Hepatology and Gastroenterology, Charité Universitätsmedizin Berlin, Campus Virchow-Klinikum and Campus Charité Mitte, Berlin, Germany.
| | - Chengwei Tang
- Laboratory of Gastroenterology and Hepatology, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China; Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, China.
| | - Vijay H Shah
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA.
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Sankararaman S, Freeman AJ. Early detection of hepatobiliary involvement in cystic fibrosis: Biomarkers, radiologic methods, and genetic influences. Pediatr Pulmonol 2024; 59 Suppl 1:S107-S114. [PMID: 39105338 DOI: 10.1002/ppul.26892] [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: 08/14/2023] [Revised: 01/10/2024] [Accepted: 01/21/2024] [Indexed: 08/07/2024]
Abstract
Cystic fibrosis-related hepatobiliary involvement (CFHBI) is a term used to describe a spectrum of hepatobiliary involvement ranging from a transient elevation of transaminase levels to advanced cystic fibrosis-associated liver disease (aCFLD). While CFHBI is common among people with cystic fibrosis (PwCF), aCFLD is rare impacting only approximately 5%-10% of the CF population. After respiratory/cardiorespiratory issues and transplant-related complications, aCFLD is now the 4th leading cause of mortality among PwCF. Additionally, aCFLD is an independent predictor of all-cause mortality and is associated with significant morbidity. Despite this recognition, our ability to predict those patients at greatest risk for aCFLD, identify early aCFLD, and monitor the incremental progression of CFHBI is lacking. Here, we review the strengths and weaknesses of the common biomarkers and imaging modalities used in the evaluation and monitoring of CFHBI, as well as the current understanding of genetic modifiers related to aCFLD.
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Affiliation(s)
- Senthilkumar Sankararaman
- Division of Pediatric Gastroenterology, Hepatology & Nutrition, UH Rainbow Babies & Children's Hospital, Cleveland, Ohio, USA
- Case Western Reserve University SOM, Cleveland, Ohio, USA
| | - A Jay Freeman
- Division of Pediatric Gastroenterology, Hepatology & Nutrition, The Ohio State University College of Medicine, Columbus, Ohio, USA
- Nationwide Children's Hospital, Columbus, Ohio, USA
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29
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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.
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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.
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30
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Liu F, Sun Y, Tai D, Ren Y, Chng ELK, Wee A, Bedossa P, Huang R, Wang J, Wei L, You H, Rao H. AI Digital Pathology Using qFibrosis Shows Heterogeneity of Fibrosis Regression in Patients with Chronic Hepatitis B and C with Viral Response. Diagnostics (Basel) 2024; 14:1837. [PMID: 39202325 PMCID: PMC11353864 DOI: 10.3390/diagnostics14161837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Revised: 08/16/2024] [Accepted: 08/20/2024] [Indexed: 09/03/2024] Open
Abstract
This study aimed to understand the dynamic changes in fibrosis and its relationship with the evaluation of post-treatment viral hepatitis using qFibrosis. A total of 158 paired pre- and post-treatment liver samples from patients with chronic hepatitis B (CHB; n = 100) and C (CHC; n = 58) were examined. qFibrosis was employed with artificial intelligence (AI) to analyze the fibrosis dynamics in the portal tract (PT), periportal (PP), midzonal, pericentral, and central vein (CV) regions. All patients with CHB achieved a virological response after 78 weeks of treatment, whereas patients with CHC achieved a sustained viral response after 24 weeks. For patients initially staged as F5/6 (Ishak system) at baseline, the post-treatment cases exhibited a significant reduction in the collagen proportionate area (CPA) (25-69%) and number of collagen strings (#string) (9-72%) across all regions. In contrast, those initially staged as F3/4 at baseline showed a similar CPA and #string trend at 24 weeks. For regression patients, 27 parameters (25 in the CV region) in patients staged as F3/4 and 15 parameters (three in the PT and 12 in the PP regions) in those staged as F5/6 showed significant differences between the CHB and CHC groups at baseline. Following successful antiviral treatment, the pre- and post-treatment liver samples provided quantitative evidence of the heterogeneity of fibrotic features. qFibrosis has the potential to provide new insights into the characteristics of fibrosis regression in both patients with CHB and CHC as early as 24 weeks after antiviral therapy.
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Affiliation(s)
- Feng Liu
- Peking University People’s Hospital, Peking University Hepatology Institute, Infectious Disease and Hepatology Center of Peking University People’s Hospital, Beijing Key Laboratory of Hepatitis C and Immunotherapy for Liver Diseases, Beijing International Cooperation Base for Science and Technology on NAFLD Diagnosis, Beijing 100044, China; (F.L.); (R.H.); (J.W.)
| | - Yameng Sun
- Liver Research Center, Beijing Friendship Hospital, Capital Medical University, 95 Yong-an Road, Xi-Cheng District, Beijing 100050, China;
| | - Dean Tai
- HistoIndex Pte. Ltd., Singapore 117674, Singapore; (D.T.); (E.L.K.C.)
| | - Yayun Ren
- HistoIndex Pte. Ltd., Singapore 117674, Singapore; (D.T.); (E.L.K.C.)
| | - Elaine L. K. Chng
- HistoIndex Pte. Ltd., Singapore 117674, Singapore; (D.T.); (E.L.K.C.)
| | - Aileen Wee
- Department of Pathology, National University Hospital, 5 Lower Kent Ridge Road, Singapore 119074, Singapore
| | | | - Rui Huang
- Peking University People’s Hospital, Peking University Hepatology Institute, Infectious Disease and Hepatology Center of Peking University People’s Hospital, Beijing Key Laboratory of Hepatitis C and Immunotherapy for Liver Diseases, Beijing International Cooperation Base for Science and Technology on NAFLD Diagnosis, Beijing 100044, China; (F.L.); (R.H.); (J.W.)
| | - Jian Wang
- Peking University People’s Hospital, Peking University Hepatology Institute, Infectious Disease and Hepatology Center of Peking University People’s Hospital, Beijing Key Laboratory of Hepatitis C and Immunotherapy for Liver Diseases, Beijing International Cooperation Base for Science and Technology on NAFLD Diagnosis, Beijing 100044, China; (F.L.); (R.H.); (J.W.)
| | - Lai Wei
- Hepatopancreatobiliary Center, Beijing Tsinghua Changgung Hospital, Tsinghua University, Beijing 102218, China;
| | - Hong You
- Liver Research Center, Beijing Friendship Hospital, Capital Medical University, 95 Yong-an Road, Xi-Cheng District, Beijing 100050, China;
| | - Huiying Rao
- Peking University People’s Hospital, Peking University Hepatology Institute, Infectious Disease and Hepatology Center of Peking University People’s Hospital, Beijing Key Laboratory of Hepatitis C and Immunotherapy for Liver Diseases, Beijing International Cooperation Base for Science and Technology on NAFLD Diagnosis, Beijing 100044, China; (F.L.); (R.H.); (J.W.)
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31
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Sergi CM. NAFLD (MASLD)/NASH (MASH): Does It Bother to Label at All? A Comprehensive Narrative Review. Int J Mol Sci 2024; 25:8462. [PMID: 39126031 PMCID: PMC11313354 DOI: 10.3390/ijms25158462] [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: 05/03/2024] [Revised: 07/29/2024] [Accepted: 07/30/2024] [Indexed: 08/12/2024] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD), or metabolic dysfunction-associated steatotic liver disease (MASLD), is a liver condition that is linked to overweight, obesity, diabetes mellitus, and metabolic syndrome. Nonalcoholic steatohepatitis (NASH), or metabolic dysfunction-associated steatohepatitis (MASH), is a form of NAFLD/MASLD that progresses over time. While steatosis is a prominent histological characteristic and recognizable grossly and microscopically, liver biopsies of individuals with NASH/MASH may exhibit several other abnormalities, such as mononuclear inflammation in the portal and lobular regions, hepatocellular damage characterized by ballooning and programmed cell death (apoptosis), misfolded hepatocytic protein inclusions (Mallory-Denk bodies, MDBs), megamitochondria as hyaline inclusions, and fibrosis. Ballooning hepatocellular damage remains the defining feature of NASH/MASH. The fibrosis pattern is characterized by the initial expression of perisinusoidal fibrosis ("chicken wire") and fibrosis surrounding the central veins. Children may have an alternative form of progressive NAFLD/MASLD characterized by steatosis, inflammation, and fibrosis, mainly in Rappaport zone 1 of the liver acinus. To identify, synthesize, and analyze the scientific knowledge produced regarding the implications of using a score for evaluating NAFLD/MASLD in a comprehensive narrative review. The search for articles was conducted between 1 January 2000 and 31 December 2023, on the PubMed/MEDLINE, Scopus, Web of Science, and Cochrane databases. This search was complemented by a gray search, including internet browsers (e.g., Google) and textbooks. The following research question guided the study: "What are the basic data on using a score for evaluating NAFLD/MASLD?" All stages of the selection process were carried out by the single author. Of the 1783 articles found, 75 were included in the sample for analysis, which was implemented with an additional 25 articles from references and gray literature. The studies analyzed indicated the beneficial effects of scoring liver biopsies. Although similarity between alcoholic steatohepatitis (ASH) and NASH/MASH occurs, some patterns of hepatocellular damage seen in alcoholic disease of the liver do not happen in NASH/MASH, including cholestatic featuring steatohepatitis, alcoholic foamy degeneration, and sclerosing predominant hyaline necrosis. Generally, neutrophilic-rich cellular infiltrates, prominent hyaline inclusions and MDBs, cholestasis, and obvious pericellular sinusoidal fibrosis should favor the diagnosis of alcohol-induced hepatocellular injury over NASH/MASH. Multiple grading and staging methods are available for implementation in investigations and clinical trials, each possessing merits and drawbacks. The systems primarily used are the Brunt, the NASH CRN (NASH Clinical Research Network), and the SAF (steatosis, activity, and fibrosis) systems. Clinical investigations have utilized several approaches to link laboratory and demographic observations with histology findings with optimal platforms for clinical trials of rapidly commercialized drugs. It is promising that machine learning procedures (artificial intelligence) may be critical for developing new platforms to evaluate the benefits of current and future drug formulations.
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Affiliation(s)
- Consolato M. Sergi
- Department of Laboratory Medicine, University of Alberta, Edmonton, AB T6G 2B7, Canada; ; Tel.: +1-613-737-7600 (ext. 2427); Fax: +1-613-738-4837
- Children’s Hospital of Eastern Ontario, University of Ottawa, Ottawa, ON K1H 8L1, Canada
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Siddiqi H, Huang DQ, Mittal N, Nourredin N, Bettencourt R, Madamba E, Amangurbanova M, Hernandez C, Sirlin C, Yin M, Loomba R. Repeatability of vibration-controlled transient elastography versus magnetic resonance elastography in patients with cirrhosis: A prospective study. Aliment Pharmacol Ther 2024; 60:484-491. [PMID: 38863232 PMCID: PMC11618574 DOI: 10.1111/apt.18118] [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: 04/23/2024] [Revised: 05/09/2024] [Accepted: 06/03/2024] [Indexed: 06/13/2024]
Abstract
BACKGROUND AND AIMS Magnetic resonance elastography (MRE) and vibration-controlled transient elastography (VCTE) have the potential to assess disease progression; however, repeatability data in people with cirrhosis are lacking. We aimed to assess the effect of disease severity on measurement variability and contribute to the evidentiary basis for the qualification of repeating liver stiffness measurements (LSM) in practice and research. METHODS This prospective study included 49 adult participants (58.3% female) with cirrhosis who underwent same-day repeat LSM examinations. The primary outcome was the same-day, same-operator repeatability coefficient% (RC%) and the within-case coefficient of variation (wCV) for each modality. Secondary outcomes include the intra-class correlation coefficient (ICC). The relationship between measurement variability (interquartile for VCTE, standard deviation for MRE) and disease severity (mean liver stiffness) was evaluated by linear regression with the coefficient of determination R2 reported. RESULTS Same-day repeat MRE and VCTE exams were prospectively conducted in 33 and 45 participants, respectively. The RC% appeared 82% higher for VCTE versus MRE (38% vs. 21%), with consistent findings in head-to-head analyses. The wCV for VCTE and MRE was 14% and 8% respectively, indicating VCTE has 75% higher within-subject measurement variation than MRE. ICC was excellent for LSM by VCTE (0.92) and MRE (0.96). Measurement variability increased with mean liver stiffness for VCTE (R2 = 0.78) and MRE (R2 = 0.93). CONCLUSION Both VCTE and MRE demonstrated increased measurement variability with disease severity. However, MRE outperformed VCTE in terms of technical repeatability in patients with cirrhosis. These repeatability estimates may improve the qualification of NITs in practice.
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Affiliation(s)
- Harris Siddiqi
- MASLD Research Center, Division of Gastroenterology. University of California at San Diego, La Jolla, CA, USA
| | - Daniel Q. Huang
- MASLD Research Center, Division of Gastroenterology. University of California at San Diego, La Jolla, CA, USA
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Nikita Mittal
- MASLD Research Center, Division of Gastroenterology. University of California at San Diego, La Jolla, CA, USA
| | - Nabil Nourredin
- MASLD Research Center, Division of Gastroenterology. University of California at San Diego, La Jolla, CA, USA
| | - Ricki Bettencourt
- MASLD Research Center, Division of Gastroenterology. University of California at San Diego, La Jolla, CA, USA
| | - Egbert Madamba
- MASLD Research Center, Division of Gastroenterology. University of California at San Diego, La Jolla, CA, USA
| | - Maral Amangurbanova
- MASLD Research Center, Division of Gastroenterology. University of California at San Diego, La Jolla, CA, USA
| | - Christie Hernandez
- MASLD Research Center, Division of Gastroenterology. University of California at San Diego, La Jolla, CA, USA
| | - Claude Sirlin
- Liver Imaging Group, University of California at San Diego, La Jolla, CA, USA
| | - Meng Yin
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - Rohit Loomba
- MASLD Research Center, Division of Gastroenterology. University of California at San Diego, La Jolla, CA, USA
- Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, CA, USA
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Wang D, He R, Song Q, Diao H, Jin Y, Zhang A. Calcitriol Inhibits NaAsO 2 Triggered Hepatic Stellate Cells Activation and Extracellular Matrix Oversecretion by Activating Nrf2 Signaling Pathway Through Vitamin D Receptor. Biol Trace Elem Res 2024; 202:3601-3613. [PMID: 37968493 DOI: 10.1007/s12011-023-03957-w] [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: 10/07/2023] [Accepted: 11/08/2023] [Indexed: 11/17/2023]
Abstract
Previous studies, including our own, have demonstrated that arsenic exposure can induce liver fibrosis, while the underlying mechanism remains unclear and there is currently no effective pharmacological intervention available. Recent research has demonstrated that vitamin D supplementation can ameliorate liver fibrosis caused by various etiologies, potentially through modulation of the Nrf2 signaling pathways. However, it remains unclear whether vitamin D intervention can mitigate arsenic-caused liver fibrosis. As is known hepatic stellate cells (HSCs) activation and extracellular matrix (ECM) deposition are pivotal in the pathogenesis of liver fibrosis. In this study, we investigated the intervention effect of calcitriol (a form of active vitamin D) on arsenite-triggered Lx-2 cells (a human hepatic stellate cell line) activation and ECM oversecretion. Additionally, we also elucidated the role and mechanism of Nrf2 antioxidant signaling pathway. Our results demonstrated that calcitriol intervention significantly inhibits Lx-2 cell activation and ECM oversecretion induced by arsenite exposure. Additionally, calcitriol activates Nrf2 and its downstream antioxidant enzyme expression in Lx-2 cells, thereby reducing ROS overproduction caused by arsenite exposure. Further investigation reveals that calcitriol activates the Nrf2 signaling pathway and inhibits arsenite-triggered Lx-2 cell activation and ECM oversecretion by targeting vitamin D receptor (VDR). In conclusion, this study has demonstrated that vitamin D intervention can effectively inhibit HSC activation and ECM oversecretion triggered by arsenite exposure through its antioxidant activity. This provides a novel strategy for targeted nutritional intervention in the treatment of arsenic-induced liver fibrosis.
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Affiliation(s)
- Dapeng Wang
- Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, School of Public Health, Guizhou Medical University, Guiyang, 550025, Guizhou, People's Republic of China.
- Collaborative Innovation Center for Prevention and Control of Endemic and Ethnic Regional Diseases Co-Constructed By the Province and Ministry, Guizhou Medical University, Guiyang, 550025, Guizhou, People's Republic of China.
| | - Rui He
- Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, School of Public Health, Guizhou Medical University, Guiyang, 550025, Guizhou, People's Republic of China
| | - Qian Song
- Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, School of Public Health, Guizhou Medical University, Guiyang, 550025, Guizhou, People's Republic of China
| | - Heng Diao
- Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, School of Public Health, Guizhou Medical University, Guiyang, 550025, Guizhou, People's Republic of China
| | - Ying Jin
- Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, School of Public Health, Guizhou Medical University, Guiyang, 550025, Guizhou, People's Republic of China
| | - Aihua Zhang
- Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, School of Public Health, Guizhou Medical University, Guiyang, 550025, Guizhou, People's Republic of China.
- Collaborative Innovation Center for Prevention and Control of Endemic and Ethnic Regional Diseases Co-Constructed By the Province and Ministry, Guizhou Medical University, Guiyang, 550025, Guizhou, People's Republic of China.
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Nixdorf L, Hartl L, Ströhl S, Felsenreich DM, Mairinger M, Jedamzik J, Richwien P, Mozayani B, Semmler G, Balcar L, Schwarz M, Jachs M, Dominik N, Bichler C, Trauner M, Mandorfer M, Reiberger T, Langer FB, Bauer DJM, Prager G. Rapid improvement of hepatic steatosis and liver stiffness after metabolic/bariatric surgery: a prospective study. Sci Rep 2024; 14:17558. [PMID: 39080285 PMCID: PMC11289378 DOI: 10.1038/s41598-024-67415-w] [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: 03/27/2024] [Accepted: 07/11/2024] [Indexed: 08/02/2024] Open
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) and related steatohepatitis (MASH) are common among obese patients and may improve after metabolic/bariatric surgery (MBS). 93 Patients undergoing MBS in 2021-2022 were prospectively enrolled. Liver stiffness measurement (LSM; via vibration-controlled transient elastography [VCTE], point [pSWE] and 2D [2DSWE] shear wave elastography) and non-invasive steatosis assessment (via controlled attenuation parameter [CAP]) were performed before (baseline [BL]) and three months (M3) after surgery. 93 patients (median age 40.9 years, 68.8% female, median BL-BMI: 46.0 kg/m2) were included. BL-liver biopsy showed MASLD in 82.8% and MASH in 34.4% of patients. At M3 the median relative total weight loss (%TWL) was 20.1% and the median BMI was 36.1 kg/m2. LSM assessed by VCTE and 2DSWE, as well as median CAP all decreased significantly from BL to M3 both in the overall cohort and among patients with MASH. There was a decrease from BL to M3 in median levels of ALT (34.0 U/L to 31 U/L; p = 0.025), gamma glutamyl transferase (BL: 30.0 to 21.0 U/L; p < 0.001) and MASLD fibrosis score (BL: - 0.97 to - 1.74; p < 0.001). Decreasing LSM and CAP, as well as liver injury markers suggest an improvement of MASLD/MASH as early as 3 months after MBS.
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Affiliation(s)
- Larissa Nixdorf
- Division of Visceral Surgery, Department of General Surgery, Medical University of Vienna, Vienna, Austria
| | - Lukas Hartl
- Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Stefanie Ströhl
- Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Daniel Moritz Felsenreich
- Division of Visceral Surgery, Department of General Surgery, Medical University of Vienna, Vienna, Austria
| | - Magdalena Mairinger
- Division of Visceral Surgery, Department of General Surgery, Medical University of Vienna, Vienna, Austria
| | - Julia Jedamzik
- Division of Visceral Surgery, Department of General Surgery, Medical University of Vienna, Vienna, Austria
| | - Paula Richwien
- Division of Visceral Surgery, Department of General Surgery, Medical University of Vienna, Vienna, Austria
| | - Behrang Mozayani
- Department of Pathology, Medical University of Vienna, Vienna, Austria
| | - Georg Semmler
- Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Lorenz Balcar
- Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Michael Schwarz
- Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Mathias Jachs
- Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Nina Dominik
- Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Christoph Bichler
- Division of Visceral Surgery, Department of General Surgery, Medical University of Vienna, Vienna, Austria
| | - Michael Trauner
- Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Mattias Mandorfer
- Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Thomas Reiberger
- Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
| | - Felix B Langer
- Division of Visceral Surgery, Department of General Surgery, Medical University of Vienna, Vienna, Austria
| | - David Josef Maria Bauer
- Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Gerhard Prager
- Division of Visceral Surgery, Department of General Surgery, Medical University of Vienna, Vienna, Austria
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Tagliaferro M, Marino M, Basile V, Pocino K, Rapaccini GL, Ciasca G, Basile U, Carnazzo V. New Biomarkers in Liver Fibrosis: A Pass through the Quicksand? J Pers Med 2024; 14:798. [PMID: 39201990 PMCID: PMC11355846 DOI: 10.3390/jpm14080798] [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: 06/08/2024] [Revised: 07/12/2024] [Accepted: 07/27/2024] [Indexed: 09/03/2024] Open
Abstract
Chronic liver diseases (CLD) stem from various causes and lead to a gradual progression that ultimately may result in fibrosis and eventually cirrhosis. This process is typically prolonged and asymptomatic, characterized by the complex interplay among various cell types, signaling pathways, extracellular matrix components, and immune responses. With the prevalence of CLD increasing, diagnoses are often delayed, which leads to poor prognoses and in some cases, the need for liver transplants. Consequently, there is an urgent need for the development of novel, non-invasive methods for the diagnosis and monitoring of CLD. In this context, serum biomarkers-safer, repeatable, and more acceptable alternatives to tissue biopsies-are attracting significant research interest, although their clinical implementation is not yet widespread. This review summarizes the latest advancements in serum biomarkers for detecting hepatic fibrogenesis and advocates for concerted efforts to consolidate current knowledge, thereby providing patients with early, effective, and accessible diagnoses that facilitate personalized therapeutic strategies.
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Affiliation(s)
- Marzia Tagliaferro
- Dipartimento di Patologia Clinica, Ospedale Santa Maria Goretti, A.U.S.L. Latina, 04100 Latina, Italy; (M.T.); (V.C.)
| | - Mariapaola Marino
- Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (M.M.); (G.L.R.)
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Università Cattolica del Sacro Cuore, 00168 Rome, Italy;
| | - Valerio Basile
- Clinical Pathology Unit and Cancer Biobank, Department of Research and Advanced Technologies, I.R.C.C.S. Regina Elena National Cancer Institute, 00144 Rome, Italy;
| | - Krizia Pocino
- Clinical Pathology Unit, San Pietro Fatebenefratelli Hospital, 00189 Rome, Italy;
| | - Gian Ludovico Rapaccini
- Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (M.M.); (G.L.R.)
| | - Gabriele Ciasca
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Università Cattolica del Sacro Cuore, 00168 Rome, Italy;
- Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Umberto Basile
- Dipartimento di Patologia Clinica, Ospedale Santa Maria Goretti, A.U.S.L. Latina, 04100 Latina, Italy; (M.T.); (V.C.)
| | - Valeria Carnazzo
- Dipartimento di Patologia Clinica, Ospedale Santa Maria Goretti, A.U.S.L. Latina, 04100 Latina, Italy; (M.T.); (V.C.)
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36
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Dai R, Sun M, Lu M, Deng L. Deep learning for predicting fibrotic progression risk in diabetic individuals with metabolic dysfunction-associated steatotic liver disease initially free of hepatic fibrosis. Heliyon 2024; 10:e34150. [PMID: 39071617 PMCID: PMC11282990 DOI: 10.1016/j.heliyon.2024.e34150] [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: 05/07/2024] [Revised: 07/04/2024] [Accepted: 07/04/2024] [Indexed: 07/30/2024] Open
Abstract
Objective Metabolic dysfunction-associated steatotic liver disease (MASLD) significantly impacts patients with type 2 diabetes mellitus (T2DM), where current non-invasive assessment methods show limited predictive power for future fibrotic progression. This study aims to develop an enhanced deep learning (DL) model that integrates ultrasound elastography images with clinical data, refining the prediction of fibrotic progression in T2DM patients with MASLD who initially exhibit no signs of hepatic fibrosis. Methods We enrolled 946 diabetic MASLD patients without advanced fibrosis, confirmed by initial liver stiffness measurements (LSM) below 6.5 kPa. Patients were divided into a training dataset of 671 and a testing dataset of 275. Hepatic shear wave elastography (SWE) images measured liver stiffness, classifying participants based on progression. A DL integrated model (DI-model) combining SWE images and clinical data was trained and its predictive performance compared with individual Image and Tabular models, as well as a logistic regression model on the testing dataset. Results Fibrotic progression was observed in 18.1 % of patients over three years. During the training phase, the DI-model outperformed other models, achieving the lowest validation loss of 0.161 and highest accuracy of 0.933 through cross-validation. In the testing phase, it demonstrated robust discrimination with AUCs of 0.884 and 0.903 for the receiver operating characteristic and precision-recall curves, respectively, clearly outperforming other models. Shapley analysis identified BMI, LSM, and glycated hemoglobin as critical predictors. Conclusion The DI-model significantly enhances the prediction of future fibrotic progression in diabetic MASLD patients, demonstrating the benefit of combining clinical and imaging data for early diagnosis and intervention.
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Affiliation(s)
- Ruihong Dai
- Department of Ultrasound, Meng Cheng County Hospital of Chinese Medicine, Bozhou City, Anhui Province, China
| | - Miaomiao Sun
- Department of Ultrasound, Meng Cheng County Hospital of Chinese Medicine, Bozhou City, Anhui Province, China
| | - Mei Lu
- Department of Ultrasound, Meng Cheng County Hospital of Chinese Medicine, Bozhou City, Anhui Province, China
| | - Lanhua Deng
- Department of Ultrasound, Meng Cheng County Hospital of Chinese Medicine, Bozhou City, Anhui Province, China
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Fang JX, Han Y, Meng J, Zou HM, Hu X, Han YX, Huang F, Gu Q, Wang SJ. Relationship between non-alcoholic fatty liver and progressive fibrosis and serum 25-hydroxy vitamin D in patients with type 2 diabetes mellitus. BMC Endocr Disord 2024; 24:108. [PMID: 38982394 PMCID: PMC11234559 DOI: 10.1186/s12902-024-01640-2] [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: 04/24/2024] [Accepted: 07/02/2024] [Indexed: 07/11/2024] Open
Abstract
OBJECTIVE We aimed to analyze the relationship between non-alcoholic fatty liver and progressive fibrosis and serum 25-hydroxy vitamin D (25(OH)D) in patients with type 2 diabetes mellitus. METHODS A total of 184 patients with T2DM who were hospitalized in the Department of Endocrinology of the ShiDong Clinical Hospital between January 2023 and June 2023 were selected. We compared review of anthropometric, biochemical, and inflammatory parameters and non-invasive scores between groups defined by ultrasound NAFLD severity grades.We determine the correlation between 25(OH)D and FLI and FIB-4 scores, respectively. RESULTS Statistically significant differences were seen between BMI, WC, C-peptide levels, FPG, ALT, serum 25(OH)D, TC, HDL, lumbar spine bone density, FLI, and FIB-4 in different degrees of NAFLD. Multivariate logistic regression analysis showed that 25(OH)D (OR = 1.26, p = 0.001), age (OR = 0.93, P < 0.001) and BMI (OR = 1.04, p = 0.007) were independent predictors of NAFLD in patients with T2DM. CONCLUSIONS This study revealed the correlation between serum 25(OH)D levels and NAFLD in patients with T2DM. We also demonstrated that serum 25(OH)D levels were negatively correlated with FLI/FIB-4 levels in patients with T2DM with NAFLD, suggesting that vitamin D deficiency may promote hepatic fibrosis progression in T2DM with NAFLD.
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Affiliation(s)
- Jing-Xian Fang
- Endocrinology and Metabolism, Yangpu District Shidong Hospital of Shanghai, No.999, Shiguang Road, Yangpu District, Shanghai, 200438, China
| | - Yu Han
- Endocrinology and Metabolism, Yangpu District Shidong Hospital of Shanghai, No.999, Shiguang Road, Yangpu District, Shanghai, 200438, China
| | - Jian Meng
- Endocrinology and Metabolism, Yangpu District Shidong Hospital of Shanghai, No.999, Shiguang Road, Yangpu District, Shanghai, 200438, China
| | - Hui-Ming Zou
- Endocrinology and Metabolism, Yangpu District Shidong Hospital of Shanghai, No.999, Shiguang Road, Yangpu District, Shanghai, 200438, China
| | - Xue Hu
- Endocrinology and Metabolism, Yangpu District Shidong Hospital of Shanghai, No.999, Shiguang Road, Yangpu District, Shanghai, 200438, China
| | - Yue-Xia Han
- Endocrinology and Metabolism, Yangpu District Shidong Hospital of Shanghai, No.999, Shiguang Road, Yangpu District, Shanghai, 200438, China
| | - Fang Huang
- Endocrinology and Metabolism, Yangpu District Shidong Hospital of Shanghai, No.999, Shiguang Road, Yangpu District, Shanghai, 200438, China
| | - Qing Gu
- Endocrinology and Metabolism, Yangpu District Shidong Hospital of Shanghai, No.999, Shiguang Road, Yangpu District, Shanghai, 200438, China.
| | - Sui-Jun Wang
- Endocrinology and Metabolism, Yangpu District Shidong Hospital of Shanghai, No.999, Shiguang Road, Yangpu District, Shanghai, 200438, China.
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Tarchi SM, Salvatore M, Lichtenstein P, Sekar T, Capaccione K, Luk L, Shaish H, Makkar J, Desperito E, Leb J, Navot B, Goldstein J, Laifer S, Beylergil V, Ma H, Jambawalikar S, Aberle D, D'Souza B, Bentley-Hibbert S, Marin MP. Radiology of fibrosis part II: abdominal organs. J Transl Med 2024; 22:610. [PMID: 38956593 PMCID: PMC11218138 DOI: 10.1186/s12967-024-05346-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: 02/12/2024] [Accepted: 05/25/2024] [Indexed: 07/04/2024] Open
Abstract
Fibrosis is the aberrant process of connective tissue deposition from abnormal tissue repair in response to sustained tissue injury caused by hypoxia, infection, or physical damage. It can affect almost all organs in the body causing dysfunction and ultimate organ failure. Tissue fibrosis also plays a vital role in carcinogenesis and cancer progression. The early and accurate diagnosis of organ fibrosis along with adequate surveillance are helpful to implement early disease-modifying interventions, important to reduce mortality and improve quality of life. While extensive research has already been carried out on the topic, a thorough understanding of how this relationship reveals itself using modern imaging techniques has yet to be established. This work outlines the ways in which fibrosis shows up in abdominal organs and has listed the most relevant imaging technologies employed for its detection. New imaging technologies and developments are discussed along with their promising applications in the early detection of organ fibrosis.
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Affiliation(s)
- Sofia Maria Tarchi
- Department of Biomedical Sciences, Humanitas University, Milan, Italy.
- Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA.
| | - Mary Salvatore
- Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Philip Lichtenstein
- Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Thillai Sekar
- Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Kathleen Capaccione
- Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Lyndon Luk
- Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Hiram Shaish
- Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Jasnit Makkar
- Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Elise Desperito
- Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Jay Leb
- Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Benjamin Navot
- Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Jonathan Goldstein
- Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Sherelle Laifer
- Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Volkan Beylergil
- Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Hong Ma
- Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Sachin Jambawalikar
- Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Dwight Aberle
- Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Belinda D'Souza
- Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA
| | | | - Monica Pernia Marin
- Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA
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Velarde-Ruiz Velasco JA, Crespo J, Montaño-Loza A, Aldana-Ledesma JM, Cano-Contreras AD, Cerda-Reyes E, Fernández Pérez NJ, Castro-Narro GE, García-Jiménez ES, Lira-Vera JE, López-Méndez YI, Meza-Cardona J, Moreno-Alcántar R, Pérez-Escobar J, Pérez-Hernández JL, Tapia-Calderón DK, Higuera-de-la-Tijera F. Position paper on perioperative management and surgical risk in the patient with cirrhosis. REVISTA DE GASTROENTEROLOGIA DE MEXICO (ENGLISH) 2024; 89:418-441. [PMID: 39003101 DOI: 10.1016/j.rgmxen.2024.05.001] [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: 02/20/2024] [Accepted: 05/02/2024] [Indexed: 07/15/2024]
Abstract
INTRODUCTION Management of the patient with cirrhosis of the liver that requires surgical treatment has been relatively unexplored. In Mexico, there is currently no formal stance or expert recommendations to guide clinical decision-making in this context. AIMS The present position paper reviews the existing evidence on risks, prognoses, precautions, special care, and specific management or procedures for patients with cirrhosis that require surgical interventions or invasive procedures. Our aim is to provide recommendations by an expert panel, based on the best published evidence, and consequently ensure timely, quality, efficient, and low-risk care for this specific group of patients. RESULTS Twenty-seven recommendations were developed that address preoperative considerations, intraoperative settings, and postoperative follow-up and care. CONCLUSIONS The assessment and care of patients with cirrhosis that require major surgical or invasive procedures should be overseen by a multidisciplinary team that includes the anesthesiologist, hepatologist, gastroenterologist, and clinical nutritionist. With respect to decompensated patients, a nephrology specialist may be required, given that kidney function is also a parameter involved in the prognosis of these patients.
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Affiliation(s)
- J A Velarde-Ruiz Velasco
- Servicio de Gastroenterología, Hospital Civil de Guadalajara Fray Antonio Alcalde, Guadalajara, Jalisco, Mexico
| | - J Crespo
- Servicio de Aparato Digestivo, Hospital Universitario Marqués de Valdecilla, IDIVAL, Santander, Spain
| | - A Montaño-Loza
- División de Gastroenterología y Hepatología, Hospital de la Universidad de Alberta, Alberta, Canada
| | - J M Aldana-Ledesma
- Servicio de Gastroenterología, Hospital Civil de Guadalajara Fray Antonio Alcalde, Guadalajara, Jalisco, Mexico
| | - A D Cano-Contreras
- Instituto de Investigaciones Médico Biológicas, Universidad Veracruzana, Veracruz, Veracruz, Mexico
| | | | | | - G E Castro-Narro
- Departamento de Gastroenterología, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - E S García-Jiménez
- Servicio de Gastroenterología, Hospital Civil de Guadalajara Fray Antonio Alcalde, Guadalajara, Jalisco, Mexico
| | - J E Lira-Vera
- Servicio de Gastroenterología y Hepatología, Hospital Central «Dr. Ignacio Morones Prieto», San Luis Potosí, San Luis Potosí, Mexico
| | - Y I López-Méndez
- Departamento de Gastroenterología, Medica Sur, Mexico City, Mexico
| | - J Meza-Cardona
- Departamento de Gastroenterología, Hospital Español, Mexico City, Mexico
| | - R Moreno-Alcántar
- Departamento de Gastroenterología, Hospital de Especialidades «Dr. Bernando Sepúlveda», UMAE Centro Médico Nacional Siglo XXI, IMSS, Mexico City, Mexico
| | - J Pérez-Escobar
- Servicio de Gastroenterología y Unidad de Trasplante Hepático, Hospital Juárez de México, Mexico City, Mexico
| | - J L Pérez-Hernández
- Servicio de Gastroenterología y Hepatología, Hospital General de México «Dr. Eduardo Liceaga», Mexico City, Mexico
| | - D K Tapia-Calderón
- Servicio de Gastroenterología, Hospital Civil de Guadalajara Fray Antonio Alcalde, Guadalajara, Jalisco, Mexico
| | - F Higuera-de-la-Tijera
- Servicio de Gastroenterología y Hepatología, Hospital General de México «Dr. Eduardo Liceaga», Mexico City, Mexico.
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Zhang X, Dai Z, Xiao X, Zeng Z, Yang Y, Gao Z, Jiang Y, Gong G, Zhang M. Expression and predictive value of serum core fucosylated low molecular weight kininogen and alpha-galactosylated antibodies in patients with hepatic fibrosis. ZHONG NAN DA XUE XUE BAO. YI XUE BAN = JOURNAL OF CENTRAL SOUTH UNIVERSITY. MEDICAL SCIENCES 2024; 49:903-913. [PMID: 39311786 PMCID: PMC11420974 DOI: 10.11817/j.issn.1672-7347.2024.240018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 09/26/2024]
Abstract
OBJECTIVES Hepatic fibrosis is a common pathological basis for many chronic liver diseases and can progress to cirrhosis, a leading cause of mortality in liver diseases. Early identification and reversal of hepatic fibrosis are key in the treatment of chronic liver disease. This study aims to compare the expression levels of serum core fucosylated low molecular weight kininogen (LMWK-Fc) and alpha-galactosylated (α-Gal) antibodies in patients with hepatic fibrosis at different stages, and to evaluate their diagnostic efficacy for hepatic fibrosis. METHODS A retrospective analysis was conducted on 275 patients with chronic liver disease who visited the Department of Infectious Diseases at the Second Xiangya Hospital of Central South University between June 2022 and March 2023. Among these, 115 patients underwent liver biopsy. Based on the extent of collagen deposition and its impact on liver structure and microcirculation, patients were staged from 0 to 4: S0 (no significant collagen deposition in liver tissues; liver structure and microcirculation are normal), S1 (mild collagen deposition in liver tissues, with partial disruption of lobule structure, but microcirculation remains largely normal), S2 (moderate collagen deposition in liver tissues, with partial disruption of lobule structure and microcirculation), S3 (extensive collagen deposition in liver tissues, with substantial disruption of lobule structure and microcirculation), and S4 (development of cirrhosis, with heavy collagen deposition, complete disruption of lobule structure, and severe impairment of microcirculation). Patients were grouped as no fibrosis (S0), fibrosis (S1-S2), and significant fibrosis (S3-S4). For the 160 patients without liver biopsy, they were categorized based on liver stiffness measurement (LSM) value: no fibrosis (F0: LSM<7.3 kPa), fibrosis (F1-F2: LSM 7.3-12.4 kPa), and significant fibrosis (F3-F4: LSM>12.4 kPa). Demographic data (age, gender) and laboratory indicators (alanine transaminase, aspartate transaminase, gamma-glutamyl transferase, alkaline phosphatase, alpha-fetoprotein, platelet count) were collected to calculate the fibrosis-4 index (FIB-4) and aspartate aminotransferase-to-platelet ratio index (APRI). Serum LMWK-Fc and α-Gal antibodies were measured and compared across the groups, and their correlation with fibrosis severity was analyzed. The receiver operating characteristic (ROC) curve was used to assess the predictive value of serum LMWK-Fc and α-Gal antibody levels for hepatic fibrosis. RESULTS Among the 160 patients without complete liver biopsy, serum α-Gal antibody and LMWK-Fc levels increased progressively from the no fibrosis group to the significant fibrosis group, with statistically significant differences (P<0.05). Among the 115 patients with liver biopsy, serum LMWK-Fc levels were significantly higher in the fibrosis group and the significant fibrosis groups compared with the no fibrosis group, and α-Gal antibody levels were significantly higher in the significant fibrosis group compared with the no fibrosis group and the fibrosis group (P<0.001, P=0.032, respectively). Univariate and multivariate linear regression analyses showed that hepatic fibrosis was correlated with gender and LMWK-Fc levels (both P<0.05), but not with age, α-Gal antibody levels, FIB-4, or APRI (all P>0.05). CONCLUSIONS The expression levels of serum LMWK-Fc and α-Gal antibodies vary across different stages of hepatic fibrosis, suggesting a potential association with fibrosis progression. LMWK-Fc levels have a certain predictive value for the diagnosis of hepatic fibrosis.
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Affiliation(s)
- Xiangling Zhang
- Department of Infectious Diseases, Second Xiangya Hospital, Central South University, Changsha 410011, China.
| | - Zhongshang Dai
- Department of Infectious Diseases, Second Xiangya Hospital, Central South University, Changsha 410011, China
| | - Xinqiang Xiao
- Department of Infectious Diseases, Second Xiangya Hospital, Central South University, Changsha 410011, China
| | - Zhihao Zeng
- Department of Infectious Diseases, Second Xiangya Hospital, Central South University, Changsha 410011, China
| | - Yao Yang
- Department of Infectious Diseases, Second Xiangya Hospital, Central South University, Changsha 410011, China
| | - Zhi Gao
- Department of Infectious Diseases, Second Xiangya Hospital, Central South University, Changsha 410011, China
| | - Yongfang Jiang
- Department of Infectious Diseases, Second Xiangya Hospital, Central South University, Changsha 410011, China
| | - Guozhong Gong
- Department of Infectious Diseases, Second Xiangya Hospital, Central South University, Changsha 410011, China
| | - Min Zhang
- Department of Infectious Diseases, Second Xiangya Hospital, Central South University, Changsha 410011, China.
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Nian L, Li W, Zhang C, Li L, Zhang G, Xiao J. 3D-Printed SERS Chips for Highly Specific Detection of Denatured Type I and IV Collagens in Blood for Early Hepatic Fibrosis Diagnosis. ACS Sens 2024; 9:3272-3281. [PMID: 38836565 DOI: 10.1021/acssensors.4c00623] [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: 06/06/2024]
Abstract
Hepatic fibrosis, the insidious progression of chronic liver scarring leading to life-threatening cirrhosis and hepatocellular carcinoma, necessitates the urgent development of noninvasive and precise diagnostic methodologies. Denatured collagen emerges as a critical biomarker in the pathogenesis of hepatic fibrosis. Herein, we have for the first time developed 3D-printed collagen capture chips for highly specific surface-enhanced Raman scattering (SERS) detection of denatured type I and type IV collagen in blood, facilitating the early diagnosis of hepatic fibrosis. Employing a novel blend of denatured collagen-targeting peptide-modified silver nanoparticle probes (Ag@DCTP) and polyethylene glycol diacrylate (PEGDA), we engineered a robust ink for the 3D fabrication of these collagen capture chips. The chips are further equipped with specialized SERS peptide probes, Ag@ICTP@R1 (S-I) and Ag@IVCTP@R2 (S-IV), tailored for the targeted detection of type I and IV collagen, respectively. The SERS chip platform demonstrated exceptional specificity and sensitivity in capturing and detecting denatured type I and IV collagen, achieving detection limits of 3.5 ng/mL for type I and 3.2 ng/mL for type IV collagen within a 10-400 ng/mL range. When tested on serum samples from hepatic fibrosis mouse models across a spectrum of fibrosis stages (S0-S4), the chips consistently measured denatured type I collagen and detected a progressive increase in type IV collagen concentration, which correlated with the severity of fibrosis. This novel strategy establishes a benchmark for the multiplexed detection of collagen biomarkers, enhancing our capacity to assess the stages of hepatic fibrosis.
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Affiliation(s)
- Linge Nian
- State Key Laboratory of Applied Organic Chemistry, College of Chemistry and Chemical Engineering, Lanzhou University, Lanzhou 730000, P. R. China
- School of Life Sciences, Lanzhou University, Lanzhou 730000, P. R. China
| | - Wenhua Li
- State Key Laboratory of Applied Organic Chemistry, College of Chemistry and Chemical Engineering, Lanzhou University, Lanzhou 730000, P. R. China
| | - Chunxia Zhang
- Tianjin Baogang Rare Earth Research Institute Company, Limited, Beijing 100022, P. R. China
| | - Lu Li
- Tianjin Baogang Rare Earth Research Institute Company, Limited, Beijing 100022, P. R. China
| | - Guangrui Zhang
- Tianjin Baogang Rare Earth Research Institute Company, Limited, Beijing 100022, P. R. China
| | - Jianxi Xiao
- State Key Laboratory of Applied Organic Chemistry, College of Chemistry and Chemical Engineering, Lanzhou University, Lanzhou 730000, P. R. China
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Duman S, Kuru D, Gumussoy M, Kiremitci S, Gokcan H, Ulas B, Ellik Z, Ozercan M, Er RE, Karakaya F, Bodakci E, Erden A, Elhan AH, Savas B, Loomba R, Idilman R. A combination of non-invasive tests for the detection of significant fibrosis in patients with metabolic dysfunction-associated steatotic liver disease is not superior to magnetic resonance elastography alone. Eur Radiol 2024; 34:3882-3888. [PMID: 37987833 DOI: 10.1007/s00330-023-10441-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 09/04/2023] [Accepted: 10/05/2023] [Indexed: 11/22/2023]
Abstract
OBJECTIVES The aims of the present study were to investigate a combination of magnetic resonance elastography (MRE) and vibration-controlled transient elastography (VCTE) or MRE and fibrosis score 4 (FIB-4) in the detection of significant fibrosis in patients with metabolic dysfunction-associated steatotic liver disease (MASLD). METHODS Between November 5, 2021, and March 4, 2022, a total of 119 consecutive patients with MASLD were included. Liver stiffness was measured using liver biopsy, MRE, VCTE, and FIB-4. Data were collected from outpatient visit charts. Significant fibrosis was defined as ≥ stage 2 fibrosis. RESULTS All 119 MASLD patients were Caucasian, and their median age was 55 years. MRE, VCTE, and FIB-4 demonstrated significant accuracy in the detection of significant fibrosis with an area under the ROC curve (AUC) of 0.848 ± 0.036 (p < 0.001), 0.632 ± 0.052 (p = 0.012), and 0.664 ± 0.051 (p = 0.001), respectively. However, the diagnostic performance of MRE was superior compared to that of VCTE (AUC difference: 0.216 ± 0.053, p < 0.001) and FIB-4 (AUC difference: 0.184 ± 0.058, p = 0.001). With logistic regression analysis, it was determined that when compared to MRE alone, a combination of MRE and TE (p = 0.880) or MRE and FIB-4 (p = 0.455) were not superior for detecting significant fibrosis. CONCLUSIONS MRE alone is an accurate and non-invasive method for the identification of MASLD patients with significant fibrosis. CLINICAL RELEVANCE STATEMENT Magnetic resonance elastography alone accurately detects significant fibrosis in patients with metabolic dysfunction-associated steatotic liver disease. KEY POINTS • In routine clinical practice, several non-invasive biochemical-based biomarkers and imaging methods are widely used to assess liver fibrosis in patients with metabolic dysfunction-associated steatotic liver disease. • Magnetic resonance elastography (MRE) is more accurate than vibration-controlled transient elastography (VCTE) or fibrosis score 4 (FIB-4) for assessing liver fibrosis and identifying significant fibrosis in patients with metabolic dysfunction-associated steatotic liver disease. • The combination of MRE and VCTE or MRE and FIB-4 was not superior to MRE alone.
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Affiliation(s)
- Serkan Duman
- Department of Gastroenterology, Ankara University School of Medicine, Ankara, Turkey.
| | - Digdem Kuru
- Department of Radiology, Ankara University School of Medicine, Ankara, Turkey
| | - Mesut Gumussoy
- Department of Gastroenterology, Ankara University School of Medicine, Ankara, Turkey
| | - Saba Kiremitci
- Department of Pathology, Ankara University School of Medicine, Ankara, Turkey
| | - Hale Gokcan
- Department of Gastroenterology, Ankara University School of Medicine, Ankara, Turkey
| | - Bahar Ulas
- Department of Gastroenterology, Ankara University School of Medicine, Ankara, Turkey
| | - Zeynep Ellik
- Department of Gastroenterology, Ankara University School of Medicine, Ankara, Turkey
| | - Mubin Ozercan
- Department of Gastroenterology, Ankara University School of Medicine, Ankara, Turkey
| | - Ramazan Erdem Er
- Department of Gastroenterology, Ankara University School of Medicine, Ankara, Turkey
| | - Fatih Karakaya
- Department of Gastroenterology, Ankara University School of Medicine, Ankara, Turkey
| | - Emin Bodakci
- Department of Gastroenterology, Ankara University School of Medicine, Ankara, Turkey
| | - Ayse Erden
- Department of Radiology, Ankara University School of Medicine, Ankara, Turkey
| | - Atilla H Elhan
- Department of Biostatistics, Ankara University School of Medicine, Ankara, Turkey
| | - Berna Savas
- Department of Pathology, Ankara University School of Medicine, Ankara, Turkey
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, CA, USA
| | - Ramazan Idilman
- Department of Gastroenterology, Ankara University School of Medicine, Ankara, Turkey.
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Pearson M, Nobes J, Macpherson I, Gold L, Miller M, Dow E, Dillon JF. Enhanced liver fibrosis (ELF) score predicts hepatic decompensation and mortality. JHEP Rep 2024; 6:101062. [PMID: 38826498 PMCID: PMC11141136 DOI: 10.1016/j.jhepr.2024.101062] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Revised: 02/22/2024] [Accepted: 03/05/2024] [Indexed: 06/04/2024] Open
Abstract
Background & Aims In community pathways for detection of liver disease the most common reason for referral is fibrosis assessment. We investigated the impact of adding the Enhanced Liver Fibrosis (ELF) score as a second-line test (subsequent to an indeterminate or high Fibrosis-4 index [FIB-4] and/or non-alcoholic fatty liver disease fibrosis score) to guide referral and prognostication in our multi-aetiology pathway. Methods Patients with ELF results from the intelligent Liver Function Testing (iLFT) pathway were recruited. Case note review was undertaken to compare ELF with endpoints of cirrhosis, hepatic decompensation, and mortality (liver-related and all-cause death). Results In total, 1,327 individuals were included with a median follow-up of 859 days and median ELF score of 10.2. Overall sensitivity for cirrhosis at the 9.8 threshold was 94% (100% for metabolic-associated steatotic liver disease, 89% for alcohol-related liver disease). Determination of the ELF score as a second-line test reduced the referral rate by 34%. ELF scores predicted hepatic outcomes; each unit change was associated with increased decompensation (adjusted Hazard Ratio [aHR] 2.215, 95% CI: 1.934-2.537) and liver-related mortality (aHR 2.024, 95% CI: 1.674-2.446). ELF outperformed FIB-4 for risk of liver-related mortality, particularly in the short-term (area under the curve [AUC] 94.3% vs. 82.8% at six months). Where FIB-4 was indeterminate, ELF had higher AUC for all outcomes within at least 2 years. ELF ≥13 was associated with particularly high rates of decompensation (26% within 90 days) and all-cause mortality (38% at 1 year). Conclusions The addition of ELF reduced the number of individuals referred for fibrosis assessment following iLFT pathway testing and provided useful prognostic information. Individuals with ELF scores ≥13 were considered at high-risk of negative outcomes warranting urgent clinical assessment. Impact and implications Primary care pathways for suspected liver disease are increasingly common and often lead to increased specialist hepatology referrals for fibrosis assessment. This study, using clinical follow-up for liver-related outcomes, provides further evidence supporting ELF testing to safely reduce referrals in a two-step approach when combined with other simple fibrosis markers. Additionally, ELF scores predict liver-related morbidity and mortality, with ELF scores ≥13 indicating particularly high-risk patients. This study may help inform the implementation of diagnostic pathways for early detection of liver disease and highlights the need for urgent review of individuals with very high ELF scores.
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Affiliation(s)
| | - Jennifer Nobes
- Department of Blood Sciences, NHS Tayside, Dundee, Scotland, UK
- Gut Group, Division of Molecular and Cellular Medicine, University of Dundee, Dundee, Scotland, UK
| | - Iain Macpherson
- Gut Group, Division of Molecular and Cellular Medicine, University of Dundee, Dundee, Scotland, UK
| | - Lucy Gold
- School of Medicine, University of Dundee, Dundee, Scotland, UK
| | - Michael Miller
- Department of Gastroenterology and Hepatology, NHS Tayside, Dundee, Scotland, UK
| | - Ellie Dow
- Department of Blood Sciences, NHS Tayside, Dundee, Scotland, UK
| | - John F. Dillon
- Gut Group, Division of Molecular and Cellular Medicine, University of Dundee, Dundee, Scotland, UK
- Department of Gastroenterology and Hepatology, NHS Tayside, Dundee, Scotland, UK
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Zhang X, Chen S, Zhang P, Wang C, Wang Q, Zhou X. Staging of Liver Fibrosis Based on Energy Valley Optimization Multiple Stacking (EVO-MS) Model. Bioengineering (Basel) 2024; 11:485. [PMID: 38790352 PMCID: PMC11117710 DOI: 10.3390/bioengineering11050485] [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: 04/23/2024] [Revised: 05/09/2024] [Accepted: 05/10/2024] [Indexed: 05/26/2024] Open
Abstract
Currently, staging the degree of liver fibrosis predominantly relies on liver biopsy, a method fraught with potential risks, such as bleeding and infection. With the rapid development of medical imaging devices, quantification of liver fibrosis through image processing technology has become feasible. Stacking technology is one of the effective ensemble techniques for potential usage, but precise tuning to find the optimal configuration manually is challenging. Therefore, this paper proposes a novel EVO-MS model-a multiple stacking ensemble learning model optimized by the energy valley optimization (EVO) algorithm to select most informatic features for fibrosis quantification. Liver contours are profiled from 415 biopsied proven CT cases, from which 10 shape features are calculated and inputted into a Support Vector Machine (SVM) classifier to generate the accurate predictions, then the EVO algorithm is applied to find the optimal parameter combination to fuse six base models: K-Nearest Neighbors (KNNs), Decision Tree (DT), Naive Bayes (NB), Extreme Gradient Boosting (XGB), Gradient Boosting Decision Tree (GBDT), and Random Forest (RF), to create a well-performing ensemble model. Experimental results indicate that selecting 3-5 feature parameters yields satisfactory results in classification, with features such as the contour roundness non-uniformity (Rmax), maximum peak height of contour (Rp), and maximum valley depth of contour (Rm) significantly influencing classification accuracy. The improved EVO algorithm, combined with a multiple stacking model, achieves an accuracy of 0.864, a precision of 0.813, a sensitivity of 0.912, a specificity of 0.824, and an F1-score of 0.860, which demonstrates the effectiveness of our EVO-MS model in staging the degree of liver fibrosis.
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Affiliation(s)
- Xuejun Zhang
- School of Computer, Electronics and Information, Guangxi University, Nanning 530004, China; (X.Z.); (P.Z.); (C.W.)
- Guangxi Key Laboratory of Multimedia Communications and Network Technology, Guangxi University, Nanning 530004, China
| | - Shengxiang Chen
- School of Computer, Electronics and Information, Guangxi University, Nanning 530004, China; (X.Z.); (P.Z.); (C.W.)
| | - Pengfei Zhang
- School of Computer, Electronics and Information, Guangxi University, Nanning 530004, China; (X.Z.); (P.Z.); (C.W.)
| | - Chun Wang
- School of Computer, Electronics and Information, Guangxi University, Nanning 530004, China; (X.Z.); (P.Z.); (C.W.)
| | - Qibo Wang
- School of Computer, Electronics and Information, Guangxi University, Nanning 530004, China; (X.Z.); (P.Z.); (C.W.)
| | - Xiangrong Zhou
- Department of Electrical, Electronic and Computer Engineering, Gifu University, Gifu 501-1193, Japan;
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Nobes J, Leith D, Handjiev S, Dillon JF, Dow E. Intelligent Liver Function Testing (iLFT): An Intelligent Laboratory Approach to Identifying Chronic Liver Disease. Diagnostics (Basel) 2024; 14:960. [PMID: 38732374 PMCID: PMC11083526 DOI: 10.3390/diagnostics14090960] [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: 04/11/2024] [Revised: 04/29/2024] [Accepted: 05/02/2024] [Indexed: 05/13/2024] Open
Abstract
The intelligent Liver Function Testing (iLFT) pathway is a novel, algorithm-based system which provides automated laboratory investigations and clinical feedback on abnormal liver function test (LFT) results from primary care. iLFT was introduced to NHS Tayside, Scotland, in August 2018 in response to vast numbers of abnormal LFTs, many of which were not appropriately investigated, coupled with rising mortality from chronic liver disease. Here, we outline the development and implementation of the iLFT pathway, considering the implications for the diagnostic laboratories, primary care services and specialist hepatology clinics. Additionally, we describe the utility, outcomes and evolution of iLFT, which was used over 11,000 times in its first three years alone. Finally, we will consider the future of iLFT and propose areas where similar 'intelligent' approaches could be used to add value to laboratory investigations.
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Affiliation(s)
- Jennifer Nobes
- Department of Blood Sciences, NHS Tayside, Ninewells Hospital, Dundee DD1 9SY, UK
- Population Health & Genomics, School of Medicine, University of Dundee, Dundee DD1 9SY, UK
| | - Damien Leith
- Department of Gastroenterology and Hepatology, NHS Tayside, Ninewells Hospital, Dundee DD1 9SY, UK
- Gut Group, School of Medicine, University of Dundee, Dundee DD1 9SY, UK
| | - Sava Handjiev
- Department of Blood Sciences, NHS Tayside, Ninewells Hospital, Dundee DD1 9SY, UK
- Gut Group, School of Medicine, University of Dundee, Dundee DD1 9SY, UK
| | - John F. Dillon
- Department of Gastroenterology and Hepatology, NHS Tayside, Ninewells Hospital, Dundee DD1 9SY, UK
- Gut Group, School of Medicine, University of Dundee, Dundee DD1 9SY, UK
| | - Ellie Dow
- Department of Blood Sciences, NHS Tayside, Ninewells Hospital, Dundee DD1 9SY, UK
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Ren M, Lu C, Zhou M, Jiang X, Li X, Liu N. The intersection of virus infection and liver disease: A comprehensive review of pathogenesis, diagnosis, and treatment. WIREs Mech Dis 2024; 16:e1640. [PMID: 38253964 DOI: 10.1002/wsbm.1640] [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: 10/05/2023] [Revised: 12/06/2023] [Accepted: 12/07/2023] [Indexed: 01/24/2024]
Abstract
Liver disease represents a significant global burden, placing individuals at a heightened risk of developing cirrhosis and liver cancer. Viral infections act as a primary cause of liver diseases on a worldwide scale. Infections involving hepatitis viruses, notably hepatitis B, C, and E viruses, stand out as the most prevalent contributors to acute and chronic intrahepatic adverse outcome, although the hepatitis C virus (HCV) can be effectively cured with antiviral drugs, but no preventative vaccination developed. Hepatitis B virus (HBV) and HCV can lead to both acute and chronic liver diseases, including liver cirrhosis and hepatocellular carcinoma (HCC), which are principal causes of worldwide morbidity and mortality. Other viruses, such as Epstein-Barr virus (EBV) and cytomegalovirus (CMV), are capable of causing liver damage. Therefore, it is essential to recognize that virus infections and liver diseases are intricate and interconnected processes. A profound understanding of the underlying relationship between virus infections and liver diseases proves pivotal in the effective prevention, diagnosis, and treatment of these conditions. In this review, we delve into the mechanisms by which virus infections induce liver diseases, as well as explore the pathogenesis, diagnosis, and treatment of liver diseases. This article is categorized under: Infectious Diseases > Biomedical Engineering.
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Affiliation(s)
- Meng Ren
- Clinical College of Traditional Chinese Medicine, Hubei University of Chinese Medicine, Wuhan, China
- Institute of Liver Diseases, Hubei Key Laboratory of Theoretical and Applied Research of Liver and Kidney in Traditional Chinese Medicine, Hubei Provincial Hospital of Traditional Chinese Medicine, Wuhan, China
| | - Chenxia Lu
- Institute of Liver Diseases, Hubei Key Laboratory of Theoretical and Applied Research of Liver and Kidney in Traditional Chinese Medicine, Hubei Provincial Hospital of Traditional Chinese Medicine, Wuhan, China
- Institute of Liver Diseases, Hubei Province Academy of Traditional Chinese Medicine, Wuhan, China
| | - Mingwei Zhou
- CAS Key Laboratory of Pathogenic Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Xiaobing Jiang
- CAS Key Laboratory of Pathogenic Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Xiaodong Li
- Clinical College of Traditional Chinese Medicine, Hubei University of Chinese Medicine, Wuhan, China
- Institute of Liver Diseases, Hubei Key Laboratory of Theoretical and Applied Research of Liver and Kidney in Traditional Chinese Medicine, Hubei Provincial Hospital of Traditional Chinese Medicine, Wuhan, China
- Institute of Liver Diseases, Hubei Province Academy of Traditional Chinese Medicine, Wuhan, China
| | - Ningning Liu
- CAS Key Laboratory of Pathogenic Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
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Antonella M, Pietrobattista A, Maggiore G. Metabolic-Associated Steatotic Liver Disease (MASLD): A New Term for a More Appropriate Therapy in Pediatrics? Pediatr Rep 2024; 16:288-299. [PMID: 38651464 PMCID: PMC11036198 DOI: 10.3390/pediatric16020025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Accepted: 03/15/2024] [Indexed: 04/25/2024] Open
Abstract
The term "non-alcoholic fatty liver disease" (NAFLD) has been, for a long time, used to describe the spectrum of liver lesions encompassing steatosis, steatohepatitis (NASH), and steatotic cirrhosis [...].
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Affiliation(s)
- Mosca Antonella
- Hepatology and Liver Transplant Unit, ERN RARE LIVER, Bambino Gesù Children’s Hospital, Istituto di ricerca, 00165 Rome, Italy; (A.P.); (G.M.)
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Buechter M, Günther AM, Manka P, Gerken G, Kahraman A. Factors Positively Correlated with Hepatitis B Surface Antigen Seroconversion in Chronic Hepatitis B. J Pers Med 2024; 14:390. [PMID: 38673017 PMCID: PMC11051014 DOI: 10.3390/jpm14040390] [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: 01/25/2024] [Revised: 03/25/2024] [Accepted: 03/27/2024] [Indexed: 04/28/2024] Open
Abstract
BACKGROUND AND AIMS Chronic hepatitis B virus (HBV) infection is a global public health challenge since more than 250 million individuals are affected worldwide. Since different treatment modalities are available and not all patients are candidates for antiviral treatment, biomarkers that potentially predict the possibility of HBsAg clearance and seroconversion may be useful in clinical practice. PATIENTS AND METHODS In this retrospective study, we aimed to identify factors positively correlated with HBsAg seroconversion in a large cohort of 371 chronic hepatitis B patients treated at a German tertial center between 2005 and 2020. RESULTS Seroconversion occurred in 25/371 (6.7%) and HBsAg loss in 29/371 patients (7.8%) with chronic HBV infection. Antiviral therapy was associated with a lower chance of seroconversion (seroconversion antiviral therapy 14/260 (5.4%) vs. therapy-naïve patients 11/111 (9.9%), p = 0.027). Seroconversion rates were higher in patients with (very) low titers of HBV DNA (best cut-off value 357 IU/mL) and quantitative HBsAg. The best cut-off value with regard to seroconversion was 357 IU/mL for HBV DNA (AUC 0.693 (95%-CI 0.063-0.422), sensitivity 0.714, specificity 0.729; p < 0.0005) and 33,55 IU/mL for HBsAg (AUC 0.794 (95%-CI 0.651-0.937), sensitivity 0.714, specificity 0.949; p < 0.0005). However, male gender was positively associated with seroconversion (seroconversion: males 7.6% vs. females 2.7%, p = 0.036). CONCLUSIONS Treatment-naïve male chronic HBV patients with low viral load and inflammatory activity have the best chance to achieve seroconversion. In the absence of cirrhosis, antiviral therapy should therefore not be performed in this patient collective.
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Affiliation(s)
- Matthias Buechter
- Department of Gastroenterology and Hepatology, University Clinic of Essen, University of Duisburg-Essen, 45147 Essen, Germany; (A.M.G.); (G.G.); (A.K.)
- Department of Gastroenterology and Hepatology, Elisabeth Hospital, 58638 Iserlohn, Germany
| | - Arne Maria Günther
- Department of Gastroenterology and Hepatology, University Clinic of Essen, University of Duisburg-Essen, 45147 Essen, Germany; (A.M.G.); (G.G.); (A.K.)
| | - Paul Manka
- Department of Internal Medicine, University Hospital Knappschaftskrankenhaus, Ruhr-University Bochum, 44801 Bochum, Germany;
| | - Guido Gerken
- Department of Gastroenterology and Hepatology, University Clinic of Essen, University of Duisburg-Essen, 45147 Essen, Germany; (A.M.G.); (G.G.); (A.K.)
- Department of Gastroenterology and Hepatology, Helios Clinic, 42549 Velbert, Germany
| | - Alisan Kahraman
- Department of Gastroenterology and Hepatology, University Clinic of Essen, University of Duisburg-Essen, 45147 Essen, Germany; (A.M.G.); (G.G.); (A.K.)
- Department of Gastroenterology and Hepatology, Max Grundig Clinic, 77815 Bühl, Germany
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Xiao Y, Wang H, Han L, Huang Z, Lyu G, Li S. Predictive value of anthropometric and biochemical indices in non-alcoholic fatty pancreas disease: a cross-sectional study. BMJ Open 2024; 14:e081131. [PMID: 38580356 PMCID: PMC11002413 DOI: 10.1136/bmjopen-2023-081131] [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: 10/19/2023] [Accepted: 03/22/2024] [Indexed: 04/07/2024] Open
Abstract
OBJECTIVES Triglyceride (TG), triglyceride-glucose index (TyG), body mass index (BMI), TyG-BMI and triglyceride to high-density lipoprotein ratio (TG/HDL) have been reported to be reliable predictors of non-alcoholic fatty liver disease. However, there are few studies on potential predictors of non-alcoholic fatty pancreas disease (NAFPD). Our aim was to evaluate these and other parameters for predicting NAFPD. DESIGN Cross-sectional study design. SETTING Physical examination centre of a tertiary hospital in China. PARTICIPANTS This study involved 1774 subjects who underwent physical examinations from January 2016 to September 2016. PRIMARY AND SECONDARY OUTCOME MEASURES From each subject, data were collected for 13 basic physical examination and blood biochemical parameters: age, weight, height, BMI, TyG, TyG-BMI, high-density lipoprotein (HDL), low-density lipoprotein, total cholesterol, TG, fasting plasma glucose, TG/HDL and uric acid. NAFPD was diagnosed by abdominal ultrasonography. A logistic regression model with a restricted cubic spline was used to evaluate the relationship between each parameter and NAFPD. The receiver operating characteristic (ROC) curve was used to calculate the area under the curve for each parameter. RESULTS HDL was negatively correlated with NAFPD, height was almost uncorrelated with NAFPD and the remaining 11 parameters were positively correlated with NAFPD. ROC curve showed that weight-related parameters (weight, BMI and TyG-BMI) and TG-related parameters (TyG, TG and TG/HDL) had high predictive values for the identification of NAFPD. The combinations of multiple parameters had a better prediction effect than a single parameter. All the predictive effects did not differ by sex. CONCLUSIONS Weight-related and TG-related parameters are good predictors of NAFPD in all populations. BMI showed the greatest predictive potential. Multiparameter combinations appear to be a good way to predict NAFPD.
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Affiliation(s)
- Yang Xiao
- Department of Ultrasonography, Second Affiliated Hospital of Fujian Medical University, Quanzhou, China
| | - Han Wang
- Department of Ultrasonography, Second Affiliated Hospital of Fujian Medical University, Quanzhou, China
| | - Lina Han
- Department of Ultrasonography, Second Affiliated Hospital of Fujian Medical University, Quanzhou, China
| | - Zhibin Huang
- Department of Ultrasonography, Second Affiliated Hospital of Fujian Medical University, Quanzhou, China
| | - Guorong Lyu
- Department of Ultrasonography, Second Affiliated Hospital of Fujian Medical University, Quanzhou, China
- Department of Medicine, Quanzhou Medical College, Quanzhou, China
| | - Shilin Li
- Department of Ultrasonography, Second Affiliated Hospital of Fujian Medical University, Quanzhou, China
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50
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Raverdy V, Tavaglione F, Chatelain E, Caiazzo R, Saponaro C, Lassailly G, Verkindt H, Baud G, Marciniak C, Chetboun M, Oukhouya-Daoud N, Gnemmi V, Leteurtre E, Duhamel A, Philippe M, Marot G, Romeo S, Pattou F. Performance of non-invasive tests for liver fibrosis resolution after bariatric surgery. Metabolism 2024; 153:155790. [PMID: 38219973 DOI: 10.1016/j.metabol.2024.155790] [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: 08/01/2023] [Revised: 12/05/2023] [Accepted: 01/09/2024] [Indexed: 01/16/2024]
Abstract
BACKGROUND & AIMS The value of non-invasive tests for monitoring the resolution of significant liver fibrosis after treatment is poorly investigated. We compared the performances of six non-invasive tests to predict the resolution of significant fibrosis after bariatric surgery. METHODS Participants were individuals with obesity submitted to needle liver biopsy at the time of bariatric surgery, and 12 and/or 60 months after surgery. We calculated the fibrosis-4 index (FIB-4), NAFLD fibrosis score (NFS), AST to platelet ratio index (APRI), Hepatic fibrosis score (HFS), Fibrotic NASH index (FNI), and Liver risk score (LRS) at each time point, and compared their performances for predicting significant fibrosis (F ≥ 2) and its resolution following surgery. RESULTS At baseline, 2436 patients had liver biopsy, including 261 (10.7 %) with significant fibrosis. Overall, 672 patients had pre- and post-operative biopsies (564 at M12 and 328 at M60). The fibrosis stage decreased at M12 and M60 (p < 0.001 vs M0). Resolution of significant fibrosis occurred in 58/121 (47.9 %) at M12 and 32/50 (64 %) at M60. The mean value of all tests decreased after surgery, except for FIB-4. Performances for predicting fibrosis resolution was higher at M60 than at M12 for all tests, and maximal at M60 for FNI and LRS: area under the curve 0.843 (95%CI 0.71-0.95) and 0.92 (95%CI 0.84-1.00); positive likelihood ratio 3.75 (95 % CI 1.33-10.59) and 4.58 (95 % CI 1.65-12.70), respectively. CONCLUSIONS Results showed the value and limits of non-invasive tests for monitoring the evolution of liver fibrosis after an intervention. Following bariatric surgery, the best performances to predict the resolution of significant fibrosis were observed at M60 with tests combining liver and metabolic traits, namely FNI and LRS.
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Affiliation(s)
- Violeta Raverdy
- Service de chirurgie générale et endocrinienne, Centre Hospitalier Universitaire de Lille, Lille, France; European Genomic Institute for Diabetes, UMR 1190 Translational Research for Diabetes, Inserm, CHU Lille, University of Lille, Lille, France
| | - Federica Tavaglione
- Operative Unit of Clinical Medicine and Hepatology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy; Research Unit of Clinical Medicine and Hepatology, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Rome, Italy
| | - Estelle Chatelain
- Univ. Lille, CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, US 41-UAR 2014-PLBS, billille, F-59000 Lille, France
| | - Robert Caiazzo
- Service de chirurgie générale et endocrinienne, Centre Hospitalier Universitaire de Lille, Lille, France; European Genomic Institute for Diabetes, UMR 1190 Translational Research for Diabetes, Inserm, CHU Lille, University of Lille, Lille, France
| | - Chiara Saponaro
- European Genomic Institute for Diabetes, UMR 1190 Translational Research for Diabetes, Inserm, CHU Lille, University of Lille, Lille, France
| | - Guillaume Lassailly
- CHU Lille, Univ. Lille, Inserm INFINITE-U1286, Department of Hepato-Gastroenterology, F-59000 Lille, France
| | - Helene Verkindt
- Service de chirurgie générale et endocrinienne, Centre Hospitalier Universitaire de Lille, Lille, France; European Genomic Institute for Diabetes, UMR 1190 Translational Research for Diabetes, Inserm, CHU Lille, University of Lille, Lille, France
| | - Gregory Baud
- Service de chirurgie générale et endocrinienne, Centre Hospitalier Universitaire de Lille, Lille, France; European Genomic Institute for Diabetes, UMR 1190 Translational Research for Diabetes, Inserm, CHU Lille, University of Lille, Lille, France
| | - Camille Marciniak
- Service de chirurgie générale et endocrinienne, Centre Hospitalier Universitaire de Lille, Lille, France; European Genomic Institute for Diabetes, UMR 1190 Translational Research for Diabetes, Inserm, CHU Lille, University of Lille, Lille, France
| | - Mikael Chetboun
- Service de chirurgie générale et endocrinienne, Centre Hospitalier Universitaire de Lille, Lille, France; European Genomic Institute for Diabetes, UMR 1190 Translational Research for Diabetes, Inserm, CHU Lille, University of Lille, Lille, France
| | - Naima Oukhouya-Daoud
- Service de chirurgie générale et endocrinienne, Centre Hospitalier Universitaire de Lille, Lille, France; European Genomic Institute for Diabetes, UMR 1190 Translational Research for Diabetes, Inserm, CHU Lille, University of Lille, Lille, France
| | - Viviane Gnemmi
- CNRS, Inserm, CHU Lille, UMR9020-U1277 - CANTHER - Cancer Heterogeneity Plasticity and Resistance to Therapies, Univ. Lille, Lille, France; Department of Pathology, CHU Lille, Univ. Lille, Lille, France
| | - Emmanuelle Leteurtre
- CNRS, Inserm, CHU Lille, UMR9020-U1277 - CANTHER - Cancer Heterogeneity Plasticity and Resistance to Therapies, Univ. Lille, Lille, France; Department of Pathology, CHU Lille, Univ. Lille, Lille, France
| | - Alain Duhamel
- Univ. Lille, CHU Lille, ULR 2694 - METRICS: Évaluation des technologies de santé et des pratiques médicales, F-59000 Lille, France
| | - Mathurin Philippe
- CHU Lille, Univ. Lille, Inserm INFINITE-U1286, Department of Hepato-Gastroenterology, F-59000 Lille, France
| | - Guillemette Marot
- Univ. Lille, CHU Lille, ULR 2694 - METRICS: Évaluation des technologies de santé et des pratiques médicales, F-59000 Lille, France; Inria, MODAL: Models for Data Analysis and Learning, F-59000 Lille, France
| | - Stefano Romeo
- Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, Wallenberg Laboratory, University of Gothenburg, Gothenburg, Sweden; Clinical Nutrition Unit, Department of Medical and Surgical Sciences, University Magna Graecia, Catanzaro, Italy; Department of Cardiology, Sahlgrenska University Hospital, Gothenburg, Sweden.
| | - François Pattou
- Service de chirurgie générale et endocrinienne, Centre Hospitalier Universitaire de Lille, Lille, France; European Genomic Institute for Diabetes, UMR 1190 Translational Research for Diabetes, Inserm, CHU Lille, University of Lille, Lille, France.
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