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Korobka VL, Khoronko YV, Pasechnikov VD, Korobka RV, Malevanny MV, Pak ES, Pasechnikov DV. Non-invasive predictors of the first episode of bleeding from esophageal varices in patients with liver cirrhosis awaiting transplantation. TRANSPLANTOLOGIYA. THE RUSSIAN JOURNAL OF TRANSPLANTATION 2024; 16:507-518. [DOI: 10.23873/2074-0506-2024-16-4-507-518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
Abstract
Background. To date, various non-invasive techniques or tests have been proposed that can identify a high risk of bleeding from esophageal varices. Despite a significant number of studies revealing the presence of venous varices as a likely factor for the development of bleeding due to their rupture, data on predictors of the first episode of bleeding are few and often contradictory.Objective. To determine non-invasive independent predictors of the first episode of bleeding in patients waiting for liver transplantation.Material and methods. A comparative retrospective study was conducted in 729 patients with decompensated cirrhosis who were on the waiting list for liver transplantation. We analyzed demographic, clinical and laboratory parameters, MELD-Na, Child-Turcotte-Pugh scores, FIB-4 Index, APRI, AST/ALT ratio; we determined the liver stiffness, spleen diameter, studied the liver stiffness-spleen diameter to platelet ratio risk score (LSPS model), platelet count/spleen diameter ratio in the groups of patients with the first episode of bleeding (n=334) and without it (n=395). The accumulated risks in the compared groups were assessed using a model of proportional hazards (Cox regression) in univariate and multivariate analysis.Results. During 48 months of follow-up from the time of patient placement on the liver transplant waiting list, primary bleeding events developed in 45.8%. The risk of developing the first episode of bleeding progressively increased with LSPS >3.5 and reached maximum values in patients awaiting liver transplantation within 48 months of inclusion in the waiting list, while with LSPS <3.5 the risk was minimal.Conclusion. Independent non-invasive predictors of the first episode of bleeding are a high level of AST, a high fibrosis index (FIB-4), a decrease in the ratio of platelet count/spleen diameter and a high LSPS value. Their application in clinical practice will improve the results of dispensary and screening examinations of patients with portal hypertension.
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Affiliation(s)
- V. L. Korobka
- Rostov Regional Clinical Hospital; Rostov State Medical University
| | | | - V. D. Pasechnikov
- Rostov Regional Clinical Hospital; Stavropol State Medical University
| | - R. V. Korobka
- Rostov Regional Clinical Hospital; Rostov State Medical University
| | - M. V. Malevanny
- Rostov Regional Clinical Hospital; Rostov State Medical University
| | - E. S. Pak
- Rostov Regional Clinical Hospital; Rostov State Medical University
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Tarannum S, Ilyas T, Tarannum Shaik S, Sultana N, Saniya MN, Mynampati AM, Nayak KA, Gogikar S, Kumar R. Assessment of the Child-Pugh Score, Model for End-Stage Liver Disease Score, Fibrosis-4 Index, and AST to Platelet Ratio Index as Non-endoscopic Predictors of the Presence of Esophageal Varices and Variceal Bleeding in Chronic Liver Disease Patients. Cureus 2024; 16:e73768. [PMID: 39677083 PMCID: PMC11646549 DOI: 10.7759/cureus.73768] [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: 11/14/2024] [Indexed: 12/17/2024] Open
Abstract
Background Esophageal varices (EVs) develop as a complication of chronic liver disease and, when left unaddressed, can lead to variceal hemorrhage manifesting as severe hematemesis and occasionally, melena. Due to its frequent negative associations, early diagnosis and the implementation of non-selective beta blocker primary prophylaxis are imperative. Although upper gastrointestinal endoscopy has historically been used to image and identify EVs, patients frequently find this intrusive treatment to be uncomfortable and burdensome. It can also be expensive and challenging for patients who live in remote places and healthcare deserts, where access to healthcare is limited. Therefore, it is crucial to identify non-invasive markers for the prediction of variceal bleeding and EVs in individuals with chronic liver disease. Methodology A cross-sectional observational study was done at Osmania General Hospital, a tertiary healthcare center in Hyderabad, India. The study sample consisted of patients with chronic liver disease who underwent upper gastrointestinal endoscopy during the study period in keeping with the inclusion and exclusion criteria. In a sample of 103 patients, the mean age was 10.72±45.55 years, with 22 females (21.4%) and 81 males (78.6%). The majority (85, 82.5%) had alcoholic chronic liver disease, while 14 (13.6%) had other etiologies, and four (3.9%) had infectious causes. Data were collected to calculate the Child-Pugh score, AST to platelet ratio index (APRI), model for end-stage liver disease (MELD) score, and fibrosis-4 (FIB-4) index. The patients were observed and followed up for a duration of three months. The data were evaluated using chi-squared tests and independent t-tests, chosen according to their relevance, to assess the utility of these scores as non-endoscopic predictors of EVs and esophageal variceal bleeding (EVB). Results The results indicated that only the FIB-4 index was found to be a significant predictor of Grade 2 or higher grades of EV according to the Pacquet classification. The FIB-4 index was significantly higher in the Grade 2 or higher EV group (p = 0.029) with t(101) = 1.98. Conclusion Thus, the study demonstrates that ≥ Grade 2 EV on upper gastrointestinal endoscopy can be predicted using the FIB-4 index. Even though our study shows that the FIB-4 index is a useful noninvasive predictor of EV, large-scale studies with bigger sample sizes and longer follow-up times are necessary to ensure accurate clinical application.
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Affiliation(s)
- Suha Tarannum
- Internal Medicine, Osmania Medical College, Hyderabad, IND
| | - Taneem Ilyas
- Internal Medicine, Osmania Medical College, Hyderabad, IND
| | | | | | | | | | | | | | - Ramesh Kumar
- Gastroenterology and Hepatology, Osmania General Hospital, Hyderabad, IND
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Dragomir I, Pojoga C, Hagiu C, Seicean R, Procopet B, Seicean A. Endoscopic ultrasound in portal hypertension: navigating venous hemodynamics and treatment efficacy. Gastroenterol Rep (Oxf) 2024; 12:goae082. [PMID: 39281269 PMCID: PMC11398876 DOI: 10.1093/gastro/goae082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Revised: 05/23/2024] [Accepted: 06/07/2024] [Indexed: 09/18/2024] Open
Abstract
Portal hypertension-related complications increase mortality in patients, irrespective of its etiology. Classically, endoscopic ultrasound (EUS) was used to assess the portal venous system and collaterals, considering size and hemodynamic parameters, which correlate with portal hypertension (PH) and related complications. Furthermore, therapeutic EUS guides treatment interventions, such as embolization of the gastric varices through coil placement and tissue adhesive injection, yielding encouraging clinical results. Recently, the direct measurement of portal pressure, emerging as an alternative to hepatic venous pressure gradient, has shown promise, and further research in this area is anticipated. In this review, we aimed to provide a detailed description of various possibilities for diagnosing vascular anatomy and hemodynamics in PH and actual knowledge on the EUS usefulness for PH vessel-related complications. Also, future promises for this field of endo-hepatology are discussed.
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Affiliation(s)
- Irina Dragomir
- "Iuliu Hatieganu" University of Medicine and Pharmacy, Cluj Napoca, Romania
- Regional Institute of Gastroenterology and Hepatology "Prof. Dr. Octavian Fodor", Cluj Napoca, Romania
| | - Cristina Pojoga
- Regional Institute of Gastroenterology and Hepatology "Prof. Dr. Octavian Fodor", Cluj Napoca, Romania
- UBB Med, Babeş-Bolyai University, Department of Clinical Psychology and Psychotherapy, International Institute for Advanced Study of Psychotherapy and Applied Mental Health, Cluj Napoca, Romania
| | - Claudia Hagiu
- "Iuliu Hatieganu" University of Medicine and Pharmacy, Cluj Napoca, Romania
- Regional Institute of Gastroenterology and Hepatology "Prof. Dr. Octavian Fodor", Cluj Napoca, Romania
| | - Radu Seicean
- "Iuliu Hatieganu" University of Medicine and Pharmacy, Cluj Napoca, Romania
- First Surgical Clinic, County Emergency Hospital, Cluj Napoca, Romania
| | - Bogdan Procopet
- "Iuliu Hatieganu" University of Medicine and Pharmacy, Cluj Napoca, Romania
- Regional Institute of Gastroenterology and Hepatology "Prof. Dr. Octavian Fodor", Cluj Napoca, Romania
| | - Andrada Seicean
- "Iuliu Hatieganu" University of Medicine and Pharmacy, Cluj Napoca, Romania
- Regional Institute of Gastroenterology and Hepatology "Prof. Dr. Octavian Fodor", Cluj Napoca, Romania
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Fouad Y, Alboraie M. Computed tomography for the prediction of oesophageal variceal bleeding: A surrogate or complementary to the gold standard? World J Gastrointest Endosc 2024; 16:98-101. [PMID: 38577645 PMCID: PMC10989248 DOI: 10.4253/wjge.v16.i3.98] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Revised: 12/29/2023] [Accepted: 02/08/2024] [Indexed: 03/14/2024] Open
Abstract
In this editorial we comment on the in-press article in the World Journal of Gastrointestinal endoscopy about the role of computed tomography (CT) for the prediction of esophageal variceal bleeding. The mortality and morbidity are much increased in patients with chronic liver diseases when complicated with variceal bleeding. Predicting the patient at a risk of bleeding is extremely important and receives a great deal of attention, paving the way for primary prophylaxis either using medical treatment including carvedilol or propranolol, or endoscopic band ligation. Endoscopic examination and the hepatic venous pressure gradient are the gold standards in the diagnosis and prediction of variceal bleeding. Several non-invasive laboratory and radiological examinations are used for the prediction of variceal bleeding. The contrast-enhanced multislice CT is a widely used non-invasive, radiological examination that has many advantages. In this editorial we briefly comment on the current research regarding the use of CT as a non-invasive tool in predicting the variceal bleeding.
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Affiliation(s)
- Yasser Fouad
- Department of Gastroenterology and Endemic Medicine, Minia University, Minia 19111, Egypt
| | - Mohamed Alboraie
- Department of Internal Medicine, Al-Azhar University, Cairo 11451, Egypt
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Han JB, Shu QH, Yi YX, Sun BC. Predictors of Long-Term Rebleeding Risk in Cirrhotic Patients Undergoing Esophagogastric Devascularization and Splenectomy: Impact of Portal Vein Thrombosis and Hemoglobin Levels. Med Sci Monit 2023; 29:e941153. [PMID: 37908069 PMCID: PMC10921968 DOI: 10.12659/msm.941153] [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: 05/18/2023] [Accepted: 08/09/2023] [Indexed: 11/02/2023] Open
Abstract
BACKGROUND Esophagogastric devascularization and splenectomy (EGDS) is widely used to treat patients with portal hypertension in China. This study aimed to determine risk factors that increase risk of rebleeding after EGDS and evaluate the effect of portal vein thrombosis (PVT) on rebleeding rates after EGDS. MATERIAL AND METHODS Clinical data of patients with cirrhosis (n=138) who underwent EGDS between December 2010 and January 2016 were retrospectively analyzed. Patients were assigned to rebleeding or non-rebleeding groups and followed up. Univariate and multivariate Cox regression analyses identified the independent predictors of 3-year and 5-year rebleeding. RESULTS A total of 138 consecutive patients who underwent EGDS and met the inclusion criteria were enrolled. Total bilirubin (HR: 2.392, 95% CI 1.032-5.545, P=0.042) and PVT (HR: 3.345, 95% CI 1.477-7.573, P=0.004) predicted 3-year rebleeding during univariate analysis. Multivariate analysis revealed that PVT (HR: 3.967, 95% CI 1.742-9.035, P=0.001) was an independent predictor. Hemoglobin >87.5 g/L (HR: 3.104, 95% CI 1.283-7.510, P=0.012) and PVT (HR: 2.349, 95% CI 1.231-4.483, P=0.010) were predictors of 5-year rebleeding during multivariate analysis. Albumin >37.5 g/L was an independent predictor of rebleeding in patients with PVT at 3 and 5 years (HR: 3.964, 95% CI 1.301-9.883, P=0.008; HR: 3.193, 95% CI 1.275-7.997, P=0.013, respectively). CONCLUSIONS PVT is associated with increased 3-year and 5-year rebleeding rates after EGDS but not at 10 years. Also, hemoglobin >87.5 g/L predicted rebleeding at 5 years. Albumin has huge prospects as a predictor of rebleeding at 3 and 5 years in patients with PVT.
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Affiliation(s)
- Jian-Bo Han
- Department of Hepatobiliary Surgery, Drum Tower Clinical Medical College of Nanjing Medical University, Nanjing, Jiangsu, PR China
| | - Qing-Hua Shu
- Department of Hepatobiliary Surgery, The Second Hospital of Nanjing, Nanjing University of Chinese Medicine, Nanjing Jiangsu, PR China
| | - Yong-Xiang Yi
- Department of Hepatobiliary Surgery, The Second Hospital of Nanjing, Nanjing University of Chinese Medicine, Nanjing Jiangsu, PR China
| | - Bei-Cheng Sun
- Department of Hepatobiliary Surgery, Drum Tower Clinical Medical College of Nanjing Medical University, Nanjing, Jiangsu, PR China
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Guinazu C, Fernández Muñoz A, Maldonado MD, De La Cruz JA, Herrera D, Arruarana VS, Calderon Martinez E. Assessing the Predictive Factors for Bleeding in Esophageal Variceal Disease: A Systematic Review. Cureus 2023; 15:e48954. [PMID: 38106778 PMCID: PMC10725706 DOI: 10.7759/cureus.48954] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/17/2023] [Indexed: 12/19/2023] Open
Abstract
Esophageal varices, dilated submucosal distal esophageal veins, are a common source of upper gastrointestinal bleeding in patients with portal hypertension. This review aims to comprehensively assess predictive factors for both the first occurrence and subsequent risk of esophageal variceal bleeding. A systematic search was conducted in PubMed/MEDLINE (Medical Literature Analysis and Retrieval System Online) and Cochrane databases. A total of 33 studies were selected using rigorous inclusion and exclusion criteria. The risk of bias was assessed using the Newcastle-Ottawa Scale. Several predictive factors were identified for esophageal variceal bleeding, including the Child-Pugh score, Fibrosis Index, specific endoscopic findings, ultrasound parameters, portal vein diameter, presence and size of collaterals, CT scan findings, ascites, platelet counts, coagulation parameters, albumin levels, Von Willebrand Factor, bilirubin levels, diabetes mellitus, and the use of b-blocking agents in primary prophylaxis. The findings of this systematic review shed light on multiple potential predictive factors for esophageal variceal bleeding. Endoscopic findings were found to be reliable predictors. Additionally, ultrasound parameters showed associations with bleeding risk. This systematic review identifies multiple potential predictive factors for esophageal variceal bleeding in patients with portal hypertension. While certain factors exhibit strong predictive capabilities, further research is needed to refine and validate these findings, considering potential limitations and biases. This study serves as a critical resource for bridging knowledge gaps in this field.
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Affiliation(s)
- Camila Guinazu
- Internal Medicine, Universidad del Salvador, Buenos Aires, ARG
| | - Adolfo Fernández Muñoz
- Cardiovascular Medicine, Queen Elizabeth Hospital, Bridgetown, BRB
- Cardiovascular Medicine, Universidad de Ciencias Médicas - Santiago de Cuba, Santiago de Cuba, CUB
| | - Maria D Maldonado
- Medicine, Faculty of Medicine, Universidad Nacional de Córdoba, Cordoba, ARG
| | - Jeffry A De La Cruz
- Medicine, Universidad Tecnológica de Santiago (UTESA), Santiago de los Caballeros, DOM
| | - Domenica Herrera
- Medicine, Pontificia Universidad Católica del Ecuador, Quito, ECU
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Adam T, Abdelsamea M, Abd-Elsalam S, Elserougy H, Wasfy EA. Serum serotonin level as a predictor of presence of gastroesophageal varices in patients with liver cirrhosis. TANTA MEDICAL JOURNAL 2023; 51:27. [DOI: 10.4103/tmj.tmj_1_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
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Tan BG, Yang LQ, Wu YP, Lu FL, Ou J, Chen TW, Zhang XM, Li R, Li HJ. Combinations of liver lobe and spleen volumes obtained on magnetic resonance imaging to predict esophagogastric variceal bleeding in hepatitis B-related cirrhotic patients: A prospective cohort study. Medicine (Baltimore) 2022; 101:e30616. [PMID: 36197258 PMCID: PMC9509169 DOI: 10.1097/md.0000000000030616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
To evaluate whether combinations of liver lobe and spleen volumes obtained on magnetic resonance imaging (MRI) could predict esophagogastric variceal bleeding (EVB) in hepatitis B-related cirrhotic patients. Ninety-six consecutive patients with hepatitis B-related cirrhosis underwent upper abdominal contrast-enhanced MRI within 1 week after initial hospitalization, and grouped based on outcomes of EVB during the 2 years' follow-up after being discharged. Total liver volume (TLV), spleen volume (SV) and 4 liver lobe volumes including right lobe volume (RV), left medial lobe volume (LMV), left lateral lobe volume (LLV), and caudate lobe volume (CV) were measured on MRI. Percentages of individual liver lobe volumes in TLV (including RV/TLV, LMV/TLV, LLV/TLV, and CV/TLV), ratios of SV to individual liver lobe volumes (including SV/RV, SV/LMV, SV/LLV, and SV/CV), and SV/TLV were statistically analyzed to predict EVB. Patients with EVB had lower RV than without EVB (P value = .001), whereas no differences in LMV, LLV, CV, and TLV were found (P values >.05 for all). Among percentages of individual liver lobe volumes in TLV, RV/TLV was lower whereas LMV/TLV and LLV/TLV were greater in patients with EVB than without EVB (P values <.05 for all). SV, ratios of SV to individual liver lobe volumes, and SV/TLV in patients with EVB were larger than without EVB (P values <.05 for all). Among parameters with difference between patients with and without EVB, SV/RV could best predict EVB with an area under receiver operating characteristic curve of 0.84. SV/RV could best predict EVB in hepatitis B-related cirrhotic patients.
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Affiliation(s)
- Bang-Guo Tan
- Medical Imaging Key Laboratory of Sichuan Province, and Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China
- Department of Radiology, Panzhihua Central Hospital, Panzhihua, Sichuan, China
| | - Li-Qin Yang
- Medical Imaging Key Laboratory of Sichuan Province, and Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China
| | - Yu-Ping Wu
- Medical Imaging Key Laboratory of Sichuan Province, and Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China
| | - Fu-Lin Lu
- Medical Imaging Key Laboratory of Sichuan Province, and Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China
| | - Jing Ou
- Medical Imaging Key Laboratory of Sichuan Province, and Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China
| | - Tian-Wu Chen
- Medical Imaging Key Laboratory of Sichuan Province, and Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China
- *Correspondence: Tian-Wu Chen, Medical Imaging Key Laboratory of Sichuan Province, and Department of Radiology, Affiliated Hospital of North Sichuan Medical College, 1# Maoyuan South Road, Shunqing District, Nanchong, Sichuan 637000, China (e-mail: tianwuchen_nsmc@163.com)
| | - Xiao-Ming Zhang
- Medical Imaging Key Laboratory of Sichuan Province, and Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China
| | - Rui Li
- Medical Imaging Key Laboratory of Sichuan Province, and Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China
| | - Hong-Jun Li
- Department of Radiology, Beijing YouAn Hospital, Capital Medical University, Beijing, China
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Meng D, Wei Y, Feng X, Kang B, Wang X, Qi J, Zhao X, Zhu Q. CT-Based Radiomics Score Can Accurately Predict Esophageal Variceal Rebleeding in Cirrhotic Patients. Front Med (Lausanne) 2021; 8:745931. [PMID: 34805214 PMCID: PMC8599938 DOI: 10.3389/fmed.2021.745931] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Accepted: 10/15/2021] [Indexed: 12/12/2022] Open
Abstract
Purpose: This study aimed to develop a radiomics score (Rad-score) extracted from liver and spleen CT images in cirrhotic patients to predict the probability of esophageal variceal rebleeding. Methods: In total, 173 cirrhotic patients were enrolled in this retrospective study. A total of 2,264 radiomics features of the liver and spleen were extracted from CT images. Least absolute shrinkage and selection operator (LASSO) Cox regression was used to select features and generate the Rad-score. Then, the Rad-score was evaluated by the concordance index (C-index), calibration curves, and decision curve analysis (DCA). Kaplan-Meier analysis was used to assess the risk stratification ability of the Rad-score. Results: Rad-scoreLiver, Rad-scoreSpleen, and Rad-scoreLiver-Spleen were independent risk factors for EV rebleeding. The Rad-scoreLiver-Spleen, which consisted of ten features, showed good discriminative performance, with C-indexes of 0.853 [95% confidence interval (CI), 0.776-0.904] and 0.822 (95% CI, 0.749-0.875) in the training and validation cohorts, respectively. The calibration curve showed that the predicted probability of rebleeding was very close to the actual probability. DCA verified the usefulness of the Rad-scoreLiver-Spleen in clinical practice. The Rad-scoreLiver-Spleen showed good performance in stratifying patients into high-, intermediate- and low-risk groups in both the training and validation cohorts. The C-index of the Rad-scoreLiver-Spleen in the hepatitis B virus (HBV) cohort was higher than that in the non-HBV cohort. Conclusion: The radiomics score extracted from liver and spleen CT images can predict the risk of esophageal variceal rebleeding and stratify cirrhotic patients accordingly.
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Affiliation(s)
- Dongxiao Meng
- Department of Gastroenterology, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.,Department of Gastroenterology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Yingnan Wei
- Department of Gastroenterology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Xiao Feng
- Department of Gastroenterology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Bing Kang
- Department of Radiology, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.,Department of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Ximing Wang
- Department of Radiology, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.,Department of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Jianni Qi
- Department of Central Laboratory, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, China
| | - Xinya Zhao
- Department of Radiology, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.,Department of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Qiang Zhu
- Department of Gastroenterology, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.,Department of Gastroenterology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
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Cannella R, Giambelluca D, Pellegrinelli A, Cabassa P. Color Doppler Ultrasound in Portal Hypertension: A Closer Look at Left Gastric Vein Hemodynamics. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2021; 40:7-14. [PMID: 32657462 DOI: 10.1002/jum.15386] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 05/27/2020] [Accepted: 05/31/2020] [Indexed: 06/11/2023]
Abstract
Portal hypertension is one of the most important causes of morbidity and mortality in cirrhotic patients. A color Doppler evaluation of the left gastric vein (LGV) has proven utility in the prediction of esophageal varices and variceal bleeding in patients with portal hypertension. The purpose of this review is to discuss the ultrasound evaluation, imaging findings, and clinical application of Doppler ultrasound in the assessment of the LGV. Knowledge of the color Doppler technique and imaging findings of the LGV may help clinicians improve the monitoring of portal hypertension and predict patients with a high risk of esophageal varices.
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Affiliation(s)
- Roberto Cannella
- Department of Biomedicine, Neuroscience, and Advanced Diagnostics, Section of Radiology, University Hospital Paolo Giaccone, Palermo, Italy
| | - Dario Giambelluca
- Department of Radiology, Azienda Socio Sanitaria Territoriale della Franciacorta, Presidio Ospedaliero Mellino Mellini, Chiari, Italy
| | - Alice Pellegrinelli
- Department of Radiology, Azienda Socio Sanitaria Territoriale della Franciacorta, Presidio Ospedaliero Mellino Mellini, Chiari, Italy
| | - Paolo Cabassa
- Department of Radiology, Azienda Socio Sanitaria Territoriale della Franciacorta, Presidio Ospedaliero Mellino Mellini, Chiari, Italy
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Prediction of Important Factors for Bleeding in Liver Cirrhosis Disease Using Ensemble Data Mining Approach. MATHEMATICS 2020. [DOI: 10.3390/math8111887] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The main motivation to conduct the study presented in this paper was the fact that due to the development of improved solutions for prediction risk of bleeding and thus a faster and more accurate diagnosis of complications in cirrhotic patients, mortality of cirrhosis patients caused by bleeding of varices fell at the turn in the 21th century. Due to this fact, an additional research in this field is needed. The objective of this paper is to develop one prediction model that determines most important factors for bleeding in liver cirrhosis, which is useful for diagnosis and future treatment of patients. To achieve this goal, authors proposed one ensemble data mining methodology, as the most modern in the field of prediction, for integrating on one new way the two most commonly used techniques in prediction, classification with precede attribute number reduction and multiple logistic regression for calibration. Method was evaluated in the study, which analyzed the occurrence of variceal bleeding for 96 patients from the Clinical Center of Nis, Serbia, using 29 data from clinical to the color Doppler. Obtained results showed that proposed method with such big number and different types of data demonstrates better characteristics than individual technique integrated into it.
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12
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Performance of machine learning approaches on prediction of esophageal varices for Egyptian chronic hepatitis C patients. INFORMATICS IN MEDICINE UNLOCKED 2019. [DOI: 10.1016/j.imu.2019.100267] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
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Kraja B, Mone I, Akshija I, Koçollari A, Prifti S, Burazeri G. Predictors of esophageal varices and first variceal bleeding in liver cirrhosis patients. World J Gastroenterol 2017; 23:4806-4814. [PMID: 28765702 PMCID: PMC5514646 DOI: 10.3748/wjg.v23.i26.4806] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2017] [Revised: 04/23/2017] [Accepted: 06/01/2017] [Indexed: 02/06/2023] Open
Abstract
AIM To assess "predictors" of esophageal varices (EV) and variceal bleeding using non-invasive markers in Albanian patients diagnosed with liver cirrhosis. METHODS One hundred thirty-nine newly diagnosed cirrhotic patients without variceal bleeding were included in this analysis. Model for end-stage liver disease (MELD), aspartate aminotransferase (AST) to alanine aminotransferase (ALT) ratio (AST/ALT), AST to platelet ratio index (APRI), platelet count to spleen diameter (PC/SD), fibrosis-4-index (FIB-4), fibrosis index (FI) and King's Score were measured for all participants. All patients underwent endoscopic assessment within two days of hospitalization. The major end point was the first esophageal variceal bleeding (EVB) event. The diagnostic performance of "predictors" for the presence of EV and EVB were assessed by sensitivity and specificity values obtained from the receiver operating characteristics procedure. RESULTS FIB-4 was the only strong and significant "predictor" of esophageal varices (multivariable-adjusted OR = 1.57 for one unit increment; 95%CI: 1.15-2.14). Furthermore, a cut-off value of 3.23 for FIB-4 was a significant predictor of esophageal varices, with a sensitivity of 72%, a specificity of 58% and a proportion of area under the curve (AUC) of 66% (P = 0.01). During the follow-up (median: 31.5 mo; interquartile range: 11-59 mo), 34 patients (24%) experienced a first EVB. FIB-4 was a poor predictor of EVB (the AUC was only 51%) for a cut-off value of 5.02. Furthermore, the AUC of AST/ALT, APRI, PC/SD, FI, MELD and King's Score ranged from 45% to 55%. None of the non-invasive markers turned out to be a useful predictor of EVB. CONCLUSION Despite the low diagnostic accuracy, FIB-4 appears the most efficient non-invasive liver fibrosis marker which can be used as an initial screening tool for cirrhotic patients.
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Tomizawa M, Shinozaki F, Hasegawa R, Shirai Y, Motoyoshi Y, Sugiyama T, Yamamoto S, Ishige N. Change ratio of hemoglobin has predictive value for upper gastrointestinal bleeding. Biomed Rep 2016; 5:479-482. [PMID: 27699017 DOI: 10.3892/br.2016.753] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Accepted: 08/25/2016] [Indexed: 12/26/2022] Open
Abstract
The present study aimed to identify novel predictors of upper gastrointestinal (GI) bleeding by assessing change ratios of blood test variables. Records of 1,023 patients (431 men and 592 women) who underwent endoscopy between October 2014 and September 2015 at the National Hospital Organization Shimoshizu Hospital (Yotsukaido, Japan) were retrospectively analyzed. Patients whose blood test variables for the time-point of endoscopy and three months previously were available were enrolled and subsequently categorized into a group with and another one without upper GI bleeding (n=32 and 84, respectively), and the respective change ratios were calculated for each group. One-way analysis of variance revealed that in patients with upper GI bleeding, change ratios of white blood cell count and alkaline phosphatase were significantly higher than those in patients without, while change ratios of hemoglobin (Hb), total protein and albumin were significantly reduced. Logistic regression analysis demonstrated that the change ratio of Hb was significantly correlated with upper GI bleeding. Receiver-operator characteristic analysis revealed that an 18.7% reduction of Hb was the threshold value for the prediction of upper GI bleeding. In conclusion, the present study revealed that a ≥18.7% reduction in Hb over three months has predictive value for upper GI bleeding.
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Affiliation(s)
- Minoru Tomizawa
- Department of Gastroenterology, National Hospital Organization Shimoshizu Hospital, Yotsukaido, Chiba 284-0003, Japan
| | - Fuminobu Shinozaki
- Department of Radiology, National Hospital Organization Shimoshizu Hospital, Yotsukaido, Chiba 284-0003, Japan
| | - Rumiko Hasegawa
- Department of Surgery, National Hospital Organization Shimoshizu Hospital, Yotsukaido, Chiba 284-0003, Japan
| | - Yoshinori Shirai
- Department of Surgery, National Hospital Organization Shimoshizu Hospital, Yotsukaido, Chiba 284-0003, Japan
| | - Yasufumi Motoyoshi
- Department of Neurology, National Hospital Organization Shimoshizu Hospital, Yotsukaido, Chiba 284-0003, Japan
| | - Takao Sugiyama
- Department of Rheumatology, National Hospital Organization Shimoshizu Hospital, Yotsukaido, Chiba 284-0003, Japan
| | - Shigenori Yamamoto
- Department of Pediatrics, National Hospital Organization Shimoshizu Hospital, Yotsukaido, Chiba 284-0003, Japan
| | - Naoki Ishige
- Department of Neurosurgery, National Hospital Organization Shimoshizu Hospital, Yotsukaido, Chiba 284-0003, Japan
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