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Farzi M, McGenity C, Cratchley A, Leplat L, Bankhead P, Wright A, Treanor D. Liver-Quant: Feature-based image analysis toolkit for automatic quantification of metabolic dysfunction-associated steatotic liver disease. Comput Biol Med 2025; 190:110049. [PMID: 40121800 DOI: 10.1016/j.compbiomed.2025.110049] [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: 10/18/2024] [Revised: 02/26/2025] [Accepted: 03/17/2025] [Indexed: 03/25/2025]
Abstract
BACKGROUND Liver biopsy assessment by pathologists remains the gold standard for diagnosing metabolic dysfunction-associated steatotic liver disease (MASLD). Current automated image analysis tools for patient risk stratification are often proprietary or not applicable to whole slide images (WSIs). Here, we introduce "Liver-Quant," an open-source Python package for quantifying steatosis and fibrosis in liver WSIs. METHOD Liver-Quant leverages colour and morphological features to measure Steatosis Proportionate Area (SPA) and Collagen Proportionate Area (CPA). We evaluated the method using an internal dataset of 414 WSIs from adult patients (Leeds Teaching Hospitals NHS Trust, 2016-2022) and an external public dataset (109 WSIs). Semi-quantitative scores were extracted from pathological reports. The Spearman rank coefficient (ρ) assessed correlations between computed SPA/CPA and pathologist scores. RESULTS Steatosis quantification showed a substantial correlation (ρ = 0.92), while fibrosis quantification yielded a moderate correlation (ρ = 0.51). We further investigated the impact of three staining dyes (Van Gieson (VG), Picro Sirius Red (PSR), and Masson's Trichrome (MTC)) on fibrosis quantification (n = 18). Stain normalisation yielded excellent agreement in CPA measurements across all three stains. Without normalisation, PSR achieved the strongest correlation with human scores (ρ = 0.9) followed by VG (ρ = 0.8) and MTC (ρ = 0.59). Finally, we explored the impact of apparent magnification on SPA and CPA. High-resolution images (0.25 or 0.50 μm per pixel (MPP)) were necessary for accurate SPA measurement, while lower resolution (10 MPP) sufficed for CPA measurements. CONCLUSIONS Liver-Quant offers an open-source solution for rapid and precise MASLD quantification in WSIs applicable to multiple histological stains.
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Affiliation(s)
- Mohsen Farzi
- Department of Histopathology, Leeds Teaching Hospitals NHS Trust, Leeds, UK; University of Leeds, Leeds, UK.
| | - Clare McGenity
- Department of Histopathology, Leeds Teaching Hospitals NHS Trust, Leeds, UK; University of Leeds, Leeds, UK
| | - Alyn Cratchley
- Department of Histopathology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Leo Leplat
- Centre for Genomic & Experimental Medicine, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Peter Bankhead
- Centre for Genomic & Experimental Medicine, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK; Edinburgh Pathology and CRUK Scotland Centre, Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Alexander Wright
- Department of Histopathology, Leeds Teaching Hospitals NHS Trust, Leeds, UK; University of Leeds, Leeds, UK
| | - Darren Treanor
- Department of Histopathology, Leeds Teaching Hospitals NHS Trust, Leeds, UK; University of Leeds, Leeds, UK; Department of Clinical Pathology & Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden; Centre for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden
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Myoteri D, Sakellariou S, Tiniakos DG. Histopathology of Autoimmune Hepatitis: An Update. Adv Anat Pathol 2025:00125480-990000000-00148. [PMID: 40255040 DOI: 10.1097/pap.0000000000000500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/22/2025]
Abstract
Autoimmune hepatitis (AIH) is a rare immune-mediated chronic liver disease that is diagnosed based on a combination of biochemical, immunologic, and histologic features and the exclusion of other causes of liver disease. According to the new consensus criteria of the International Autoimmune Hepatitis Pathology Group (IAIHPG), the likely histologic features include a chronic hepatitis pattern of injury with a lymphoplasmacytic portal infiltrate, interface activity, and portal-based fibrosis. More than mild lobular hepatitis with any of the above features can also be diagnosed as likely AIH in the absence of features of another liver disease. Centrilobular injury with prominent hepatocellular necrosis and mononuclear inflammation may represent an acute-onset disease and indicate possible AIH in the absence of concurrent liver disease. Kupffer cell hyaline bodies and portal lymphocyte apoptosis are significantly associated with AIH, whereas emperipolesis and hepatocellular rosette formation are nonspecific features indicative of disease severity. Liver histology is an integral part of the clinical diagnostic scoring system and is required to confirm or support AIH diagnosis. Substitution of the histologic component of the simplified AIH scoring system with the consensus IAIHPG criteria has been proposed to optimize clinical diagnosis. This review explores the significant role of histopathology in AIH by analyzing its main features and current histologic diagnostic criteria, different AIH presentations, differential diagnosis, assessment of concurrent liver disease, and identification of AIH variants with primary cholangiopathy.
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Affiliation(s)
| | - Stratigoula Sakellariou
- 1st Department of Pathology, Medical School, Laiko General Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Dina G Tiniakos
- Department of Pathology, Aretaieion Hospital, Medical School
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne, UK
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Tsuzaki J, Ueno A, Masugi Y, Tamura M, Yamazaki S, Matsuda K, Kurebayashi Y, Sakai H, Yokoyama Y, Abe Y, Hayashi K, Hasegawa Y, Yagi H, Kitago M, Jinzaki M, Sakamoto M. Chronological changes in etiology, pathological and imaging findings in primary liver cancer from 2001 to 2020. Jpn J Clin Oncol 2025; 55:362-371. [PMID: 39775861 PMCID: PMC11973632 DOI: 10.1093/jjco/hyae187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Accepted: 12/23/2024] [Indexed: 01/11/2025] Open
Abstract
PURPOSE To achieve a historical perspective, the chronological changes in primary liver cancer over a 20-year period were investigated at a single institution, focusing on shifts in etiology and the impact on imaging and pathological findings using The Liver Imaging Reporting and Data System. MATERIALS AND METHODS A retrospective study of surgically resected primary liver cancer in 680 patients from 2001 to 2020 resulted in 434 patients with 482 nodules being analyzed. Dynamic contrast-enhanced computed tomography imaging and the Liver Imaging Reporting and Data System 2018 classification were employed. Two pathologists and two radiologists independently evaluated specimens and images. RESULTS This study highlighted a significant decline in cases of viral hepatitis and cirrhosis in primary liver cancer patients but an increase in intrahepatic cholangiocarcinoma and scirrhous hepatocellular carcinoma. Notably, there was a rise in non-viral hepatitis cases, potentially pointing toward an increase in steatohepatitic hepatocellular carcinoma cases in the future. Intrahepatic cholangiocarcinoma, scirrhous hepatocellular carcinoma and steatohepatitic hepatocellular carcinoma tumors exhibited slightly different distributions in the Liver Imaging Reporting and Data System classification compared with ordinary hepatocellular carcinoma, which may reflect the presence of fibrosis and lipid in tumor parenchyma. CONCLUSIONS Consistent with past reports, this study demonstrated the emergence of primary liver cancer against a backdrop of non-viral and non-cirrhotic liver. Liver Imaging Reporting and Data System has been consistently useful in diagnosing primary liver cancer; however, among the histological subtypes of hepatocellular carcinoma, an increase is anticipated in scirrhous hepatocellular carcinoma and steatohepatitic hepatocellular carcinoma, which may present imaging findings different from those of ordinary hepatocellular carcinoma. This development may necessitate a reevaluation of the current approach for diagnosing and treating hepatocellular carcinoma based solely on imaging.
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Affiliation(s)
- Junya Tsuzaki
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan
| | - Akihisa Ueno
- Division of Diagnostic Pathology, Keio University Hospital, Tokyo, Japan
- Department of Pathology, Keio University School of Medicine, Tokyo, Japan
| | - Yohei Masugi
- Department of Pathology, Keio University School of Medicine, Tokyo, Japan
- Department of Pathology, Tokai University, School of Medicine, Kanagawa, Japan
| | - Masashi Tamura
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan
| | - Seiichiro Yamazaki
- Department of Pathology, Keio University School of Medicine, Tokyo, Japan
| | - Kosuke Matsuda
- Department of Pathology, Keio University School of Medicine, Tokyo, Japan
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Massachusetts, USA
| | - Yutaka Kurebayashi
- Department of Pathology, Keio University School of Medicine, Tokyo, Japan
| | - Hiroto Sakai
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan
| | - Yoichi Yokoyama
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan
| | - Yuta Abe
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Koki Hayashi
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Yasushi Hasegawa
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Hiroshi Yagi
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Minoru Kitago
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Masahiro Jinzaki
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan
| | - Michiie Sakamoto
- Department of Pathology, Keio University School of Medicine, Tokyo, Japan
- School of Medicine, International University of Health and Welfare, Chiba, Japan
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Pavan Sai Kumar Rao D, Patro S, Sharma V, Choudhary A, Desale S, Nath P. Diagnostic Accuracy of Red Cell Distribution Width to Platelet Ratio for the Prediction of Liver Fibrosis in Patients With Chronic Liver Disease From Eastern India. Cureus 2025; 17:e82014. [PMID: 40352011 PMCID: PMC12065511 DOI: 10.7759/cureus.82014] [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: 02/21/2025] [Accepted: 04/10/2025] [Indexed: 05/14/2025] Open
Abstract
Background Early diagnosis of liver cirrhosis in patients with chronic liver disease (CLD) can help delay/prevent complications and thereby improve survival. The currently available diagnostic modalities for the non-invasive assessment of hepatic fibrosis, especially FibroScan, are costly and not widely available, whereas various non-invasive scores for the assessment of fibrosis are cumbersome. Hence, we aimed to develop an easy and simple score for predicting cirrhosis in patients from Eastern India suffering from CLD with a better diagnostic accuracy. Methodology This cross-sectional, observational study was conducted between September 2019 and September 2021 in East India. Our study participants were patients who had CLD of etiologies such as alcohol-related liver disease, non-alcoholic fatty liver disease, chronic viral hepatitis B, chronic viral hepatitis C, primary biliary cholangitis, and autoimmune hepatitis, who had undergone FibroScan of the liver. All demographic details were noted, and the patients were subjected to physical examination, followed by hematological as well as biochemical investigations, including liver function tests. Non-invasive scores (such as aspartate aminotransferase (AST) to platelet ratio index (APRI) and Fibrosis-4 score (FIB-4) and red cell distribution width (RDW) to platelet ratio (RPR)) were computed, and their diagnostic accuracy for prediction of advanced fibrosis and cirrhosis were evaluated by receiver operating characteristic curve (ROC curve) analysis with comparison of area under the ROC curves. Pearson correlation and logistic regression analysis were also performed to study the association of these scores with advanced fibrosis and cirrhosis. Results The area under the ROC (AUROC) curve of the APRI score, FIB-4 score, RPR, and RPR × AST for prediction of advanced liver fibrosis was 0.817, 0.799, 0.706, and 0.811, respectively. Similarly, the AUROC of the above scores for the prediction of cirrhosis was 0.889, 0.858, 0.797, and 0.898. However, the product of RPR and AST was superior than APRI and FIB-4 for predicting cirrhosis. An RPR × AST value above the cut-off of 4.818 can help predict liver cirrhosis with 85.7% sensitivity and 85.5% specificity. Pearson correlation and logistic regression analysis also proved the association of these scores with liver fibrosis. Conclusions RPR is a simple, inexpensive, and easily available marker for predicting liver cirrhosis. Nevertheless, the variable RPR × AST can predict liver cirrhosis in patients with CLD with even greater diagnostic accuracy.
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Affiliation(s)
- D Pavan Sai Kumar Rao
- Department of Medical Gastroenterology, Gleneagles BGS Global Hospitals, Bengaluru, IND
| | - Shubhransu Patro
- General Medicine, Kalinga Institute of Medical Sciences, Bhubaneswar, IND
| | - Vibha Sharma
- General Medicine, Kalinga Institute of Medical Sciences, Bhubaneswar, IND
| | - Arushi Choudhary
- General Medicine, Kalinga Institute of Medical Sciences, Bhubaneswar, IND
| | - Shubham Desale
- General Medicine, Kalinga Institute of Medical Sciences, Bhubaneswar, IND
| | - Preetam Nath
- Gastroenterology and Hepatology, Kalinga Institute of Medical Sciences, Bhubaneswar, IND
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Peta V, Sandler Y, Deckmyn O, Duroselle O, Vinnitskaya E, Khomeriki S, Noskova K, Poynard T. Diagnostic performance of FibroTest-ActiTest, transient elastography, and the fibrosis-4 index in patients with autoimmune hepatitis using histological reference. World J Hepatol 2025; 17:104534. [PMID: 40177191 PMCID: PMC11959656 DOI: 10.4254/wjh.v17.i3.104534] [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: 12/24/2024] [Revised: 02/23/2025] [Accepted: 03/06/2025] [Indexed: 03/26/2025] Open
Abstract
BACKGROUND Noninvasive tests are crucial for the management and follow-up of patients with autoimmune hepatitis, but their validation is limited because of insufficient data. AIM To investigate the diagnostic performance of three fibrosis noninvasive tests [FibroTest, vibration-controlled transient elastography (VCTE), and the fibrosis-4 index (FIB-4) and two activity biomarkers (alanine aminotransferase (ALT) and ActiTest]. METHODS This study enrolled 103 patients for whom liver biopsy, hepatic elastography results, and laboratory markers were available. Diagnostic performance was assessed with receiver operating characteristic (ROC) curves, the Obuchowski measure (OM), and the Bayesian latent class model. RESULTS FibroTest and VCTE outperformed FIB-4 in cases of significant fibrosis (≥ F2), with areas under the ROC curve of 0.83 [95% confidence interval (CI): 0.73-0.90], 0.86 (95%CI: 0.77-0.92), and 0.71 (95%CI: 0.60-0.80), respectively. The mean (standard error) OM values were 0.92 (0.01), 0.93 (0.01), and 0.88 (0.02) for FibroTest, VCTE, and FIB-4, respectively; FibroTest and VCTE performed comparably, and both were superior to FIB-4 (P = 0.03 and P = 0.005). The areas under the ROC curve values for activity biomarkers were 0.86 (95%CI: 0.76-0.92) for ActiTest and 0.84 (95%CI: 0.73-0.90) for ALT (P = 0.06). The OM values for ActiTest and ALT were 0.92 (0.02) and 0.90 (0.02), respectively (P = 0.005). CONCLUSION FibroTest and VCTE outperformed FIB-4 according to the OM. FibroTest-ActiTest facilitated the evaluation of both fibrosis and activity.
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Affiliation(s)
| | - Yuliya Sandler
- Department of Hepatology, Center for Diagnostics and Treatment of Liver Diseases, Moscow Clinical Scientific and Practical Center, Moscow 111123, Russia
| | | | | | - Elena Vinnitskaya
- Department of Hepatology, Center for Diagnostics and Treatment of Liver Diseases, Moscow Clinical Scientific and Practical Center, Moscow 111123, Russia
| | - Sergey Khomeriki
- Laboratory of Pathomorphology, Moscow Clinical Scientific and Practical Center, Moscow 111123, Russia
| | - Karina Noskova
- Clinical Diagnostic Laboratory, Moscow Clinical Scientific and Practical Center, Moscow 111123, Russia
| | - Thierry Poynard
- BioPredictive, Paris 75007, France
- Sorbonne Université, INSERM Centre de Recherche Saint-Antoine, Paris 75012, France.
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Amlie T, Dalum A, Stormoen M, Evensen Ø. Assessment of a semiquantitative scoring system for mild-to-moderate gill lesions in Atlantic salmon reared in recirculating aquaculture systems in Norway. J Vet Diagn Invest 2025; 37:252-262. [PMID: 39876026 PMCID: PMC11775946 DOI: 10.1177/10406387241310900] [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] [Indexed: 01/30/2025] Open
Abstract
Compromised gill health is a critical cause of forfeited welfare in Atlantic salmon farming. Detecting and quantifying the early onset of gill disease is important to reveal initial inflicting stimuli. We collected gill samples of 45 Atlantic salmon from 2 commercial recirculating aquaculture systems (RASs) spanning fry-to-market-size fish with no clinical signs of gill disease. Gill samples were assessed histologically by 3 independent raters with different levels of experience. Semiquantitative scoring for 7 types of gill changes was carried out for 10 filaments per gill (450 filaments total) over 3 rounds on anonymized samples. Scores were summarized for each type of gill change. The assumed clinical relevance for each change was transformed into a category score, followed by an assessment of agreement within (intra) and between (inter) raters. A generalized linear model estimated the difference in score levels between raters. For each rater, intra-rater agreement was high for 6 gill changes and moderate for 1 gill change. Inter-rater agreement was moderate to almost-perfect, except for 2 gill changes; generalized linear model regression revealed systematic differences in score usage between the raters. Our scoring protocol worked satisfactorily for mucous cell amount, lamellar clubbing, lamellar hypertrophy and/or hyperplasia, and aneurysms, despite different levels of expertise in histologic evaluation. Intra-rater agreement was consistent, but differences existed for interlamellar hypercellularity, lamellar inflammation, and degeneration. Scoring subclinical gill changes is a challenge, and our scoring system for mild-to-moderate lesions may enable early intervention to limit the detrimental effects of poor gill health in RAS farming.
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Affiliation(s)
- Thomas Amlie
- Åkerblå, Sistranda, Norway
- Norwegian University of Life Sciences, Faculty of Veterinary Medicine, Ås, Norway
| | - Alf Dalum
- The Norwegian College of Fishery Science, UiT, The Arctic University of Norway, Tromsø, Norway
| | - Marit Stormoen
- Norwegian University of Life Sciences, Faculty of Veterinary Medicine, Ås, Norway
| | - Øystein Evensen
- Norwegian University of Life Sciences, Faculty of Veterinary Medicine, Ås, Norway
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Xue S, Zhu Y, Shao M, Zhu K, Rong J, Liu T, Yin X, Zhang S, Yin L, Wang X. T1/T2 mapping as a non-invasive method for evaluating liver fibrosis based on correlation of biomarkers: a preclinical study. BMC Gastroenterol 2025; 25:122. [PMID: 40016673 PMCID: PMC11869460 DOI: 10.1186/s12876-025-03701-9] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2024] [Accepted: 02/17/2025] [Indexed: 03/01/2025] Open
Abstract
BACKGROUND Given the inherent limitations of invasive biopsy and the insufficient accuracy of liver-related serum biomarkers, there is an urgent need for the development of reliable, non-invasive imaging techniques for the diagnosis of liver fibrosis. This study aims to investigate the correlation between magnetic resonance imaging (MRI) T1/T2 mapping sequences and biomarkers of collagen deposition and ongoing systemic inflammation, and to evaluate the potential of T1/T2 mapping as a non-invasive method for the accurate diagnosis of liver fibrosis. METHODS A mouse model of carbon tetrachloride (CCl4)-induced liver fibrosis was established and T1/T2 mapping were performed at different weeks of treatment. The histopathological analysis, collagen quantification, and inflammatory factors measurements (IL-1, IL-6, TNF-α) were conducted to correlate MRI parameters with collagen deposition and inflammation. Statistical analysis was performed using IBM SPSS Statistics (version 22.0, Chicago, IL, USA) and Origin 2018 (OriginLab Corporation, Northampton, MA, USA). RESULTS The principal findings indicated that T1 and T2 values exhibited a progressive increase with the severity of fibrosis, demonstrating a positive correlation with collagen deposition and inflammatory factors, especially the hydroxyproline content (r = 0.880, P < 0.001). The HYP content exhibited a progressive increase with advancing fibrosis stages (ρ = 0.914, P < 0.001). Similarly, T1 values increased significantly across fibrosis stage(ρ = 0.854, P < 0.001). Statistical comparison of these coefficients revealed no significant difference (Z = 1.031, P = 0.303). ROC curve analysis showed that T1 mapping was more accurate than T2 mapping in detecting collagen deposition and inflammation. CONCLUSIONS This study highlighted the potential of T1/T2 mapping as non-invasive and quantitative biomarkers for diagnosing and staging liver fibrosis, providing new insights into the onset and progression of liver fibrosis.
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Affiliation(s)
- Shuqin Xue
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, 230022, China
| | - Yujie Zhu
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, 230022, China
| | - Min Shao
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, 230022, China
| | - Kun Zhu
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, 230022, China
| | - Jing Rong
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, 230022, China
| | - Tongtong Liu
- Department of Pharmaceutics, School of Pharmacy, Anhui Medical University, Hefei, Anhui Province, 230022, China
| | - Xiujuan Yin
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, 230022, China
| | - Saisai Zhang
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, 230022, China
| | - Likang Yin
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, 230022, China
| | - Xiao Wang
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, 230022, China.
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Shabanian M, Taylor Z, Woods C, Bernieh A, Dillman J, He L, Ranganathan S, Picarsic J, Somasundaram E. Liver fibrosis classification on trichrome histology slides using weakly supervised learning in children and young adults. J Pathol Inform 2025; 16:100416. [PMID: 39867463 PMCID: PMC11760786 DOI: 10.1016/j.jpi.2024.100416] [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: 09/29/2024] [Revised: 12/06/2024] [Accepted: 12/06/2024] [Indexed: 01/28/2025] Open
Abstract
Background Traditional liver fibrosis staging via percutaneous biopsy suffers from sampling bias and variable inter-pathologist agreement, highlighting the need for more objective techniques. Deep learning models for disease staging from medical images have shown potential to decrease diagnostic variability, with recent weakly supervised learning strategies showing promising results even with limited manual annotation. Purpose To study the clustering-constrained attention multiple instance learning (CLAM) approach for staging liver fibrosis on trichrome whole slide images (WSIs) of children and young adults. Methods This is an ethics board approved retrospective study utilizing 217 trichrome WSI from pediatric liver biopsies for model development and testing. Two pediatric pathologists scored WSI using two liver fibrosis staging systems, METAVIR and Ishak. Cases were then secondarily categorized into either high- or low-stage liver fibrosis and used for model development. The CLAM pipeline was used to develop binary classification models for histological liver fibrosis. Model performance was evaluated using area under the curve (AUC), accuracy, sensitivity, specificity, and Cohen's Kappa. Results The CLAM models showed strong diagnostic performance, with sensitivities up to 0.76 and AUCs up to 0.92 for distinguishing low- and high-stage fibrosis. The agreement between model predictions and average pathologist scores was moderate to substantial (Kappa: 0.57-0.69), whereas pathologist agreement on the METAVIR and Ishak scoring systems was only fair (Kappa: 0.39-0.46). Conclusions CLAM pipeline showed promise in detecting features important for differentiating low- and high-stage fibrosis from trichrome WSI based on the results, offering a promising objective method for liver fibrosis detection in children and young adults.
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Affiliation(s)
- Mahdieh Shabanian
- University of Utah, Biomedical Informatics Department, Salt Lake City, UT, United States
| | - Zachary Taylor
- Cincinnati Children's AI Imaging Research (CAIIR) Center, Cincinnati, OH, United States
| | - Christopher Woods
- Cincinnati Children's AI Imaging Research (CAIIR) Center, Cincinnati, OH, United States
- Cincinnati Children's Hospital Division of Pathology, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Anas Bernieh
- Cincinnati Children's Hospital Division of Pathology, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Jonathan Dillman
- Cincinnati Children's AI Imaging Research (CAIIR) Center, Cincinnati, OH, United States
- Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Lili He
- Cincinnati Children's AI Imaging Research (CAIIR) Center, Cincinnati, OH, United States
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Sarangarajan Ranganathan
- Cincinnati Children's Hospital Division of Pathology, University of Cincinnati College of Medicine, Cincinnati, OH, United States
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Jennifer Picarsic
- Cincinnati Children's AI Imaging Research (CAIIR) Center, Cincinnati, OH, United States
- Cincinnati Children's Hospital Division of Pathology, University of Cincinnati College of Medicine, Cincinnati, OH, United States
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States
- Department of Pathology, University of Pittsburgh School of Medicine, UPMC Children's Hospital, Pittsburgh, PA, United States
| | - Elanchezhian Somasundaram
- Cincinnati Children's AI Imaging Research (CAIIR) Center, Cincinnati, OH, United States
- Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, United States
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Righetti R, Cinque F, Patel K, Sebastiani G. The role of noninvasive biomarkers for monitoring cell injury in advanced liver fibrosis. Expert Rev Gastroenterol Hepatol 2025; 19:65-80. [PMID: 39772945 DOI: 10.1080/17474124.2025.2450717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2024] [Accepted: 01/04/2025] [Indexed: 01/11/2025]
Abstract
INTRODUCTION Accurate and reliable diagnosis and monitoring of hepatic fibrosis is increasingly important given the variable natural history in chronic liver disease (CLD) and expanding antifibrotic therapeutic options targeting reversibility of early-stage cirrhosis. This highlights the need to develop more refined and effective noninvasive techniques for the dynamic assessment of fibrogenesis and fibrolysis. AREAS COVERED We conducted a literature review on PubMed, from 1 December 1970, to 1 November 2024, to evaluate and compare available blood-based and imaging-based noninvasive tools for hepatic fibrosis diagnosis and monitoring. Simple scores such as FIB-4 and NAFLD fibrosis score are suitable for excluding significant or advanced fibrosis, while tertiary centers should adopt complex scores and liver stiffness measurement as part of a secondary diagnostic and more comprehensive evaluation. Moreover, the advent of multiomics for high-resolution molecular profiling, and integration of artificial intelligence for noninvasive diagnostics holds promise for revolutionizing fibrosis monitoring and treatment through novel biomarker discovery and predictive omics-based algorithms. EXPERT OPINION The increased shift toward noninvasive diagnostics for liver fibrosis needs to align with personalized medicine, enabling more effective, tailored management strategies for patients with liver disease in the future.
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Affiliation(s)
- Riccardo Righetti
- Chronic Viral Illness Service, Division of Infectious Diseases, Department of Medicine, McGill University Health Centre, Montreal, Canada
- Division of Gastroenterology and Hepatology, Department of Medicine, McGill University Health Centre, Montreal, Canada
- Internal Medicine Unit, Department of Medical and Surgical Science for Children and Adults, Azienda Ospedaliero-Universitaria Policlinico di Modena, University of Modena and Reggio Emilia, Modena, Italy
| | - Felice Cinque
- Chronic Viral Illness Service, Division of Infectious Diseases, Department of Medicine, McGill University Health Centre, Montreal, Canada
- SC Medicina Indirizzo Metabolico, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico di Milano, Milan, Italy
- Department of Pathophysiology, Transplantation University of Milan, Milan, Italy
| | - Keyur Patel
- University Health Network Division of Gastroenterology and Hepatology, University of Toronto, Toronto, Canada
| | - Giada Sebastiani
- Chronic Viral Illness Service, Division of Infectious Diseases, Department of Medicine, McGill University Health Centre, Montreal, Canada
- Division of Gastroenterology and Hepatology, Department of Medicine, McGill University Health Centre, Montreal, Canada
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Matsuda K, Ueno A, Tsuzaki J, Kurebayashi Y, Masugi Y, Yamazaki K, Tamura M, Abe Y, Hasegawa Y, Kitago M, Jinzaki M, Sakamoto M. Vessels encapsulating tumor clusters contribute to the intratumor heterogeneity of HCC on Gd-EOB-DTPA-enhanced MRI. Hepatol Commun 2025; 9:e0593. [PMID: 39670871 PMCID: PMC11637751 DOI: 10.1097/hc9.0000000000000593] [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: 07/04/2024] [Accepted: 10/14/2024] [Indexed: 12/14/2024] Open
Abstract
BACKGROUND Vessels encapsulating tumor clusters (VETC) pattern is tumor vasculature of HCC and is a predictor of prognosis and therapeutic efficacy. Recent radiological studies have demonstrated the predictability of VETC from preoperative images, but the mechanisms of image formation are not elucidated. This study aims to determine the relationship between VETC and intratumor heterogeneity in Gd-EOB-DTPA-enhanced magnetic resonance imaging (EOB-MRI) and to provide its pathological evidence. METHODS Radiologists visually classified preoperative arterial- and hepatobiliary-phase EOB-MRI images of 204 surgically resected HCCs into patterns based on heterogeneity and signal intensity; these classifications were validated using texture analysis. Single and multiplex immunohistochemistry for CD34, h-caldesmon, and OATP1B3 were performed to evaluate VETC, arterial vessel density (AVD), and OATP1B3 expression. Recurrence-free survival was assessed using the generalized Wilcoxon test. The contribution of clinicoradiological factors to the prediction of VETC was evaluated by random forest and least absolute shrinkage and selection operator regression. RESULTS VETC was frequently found in tumors with arterial-phase heterogeneous hyper-enhancement patterns and in tumors with hepatobiliary-phase heterogeneous hyperintense/isointense patterns (HBP-Hetero). AVD and OATP1B3 expression positively correlated with signal intensity in the arterial and hepatobiliary phases, respectively. Intratumor spatial analysis revealed that AVD and OATP1B3 expression were lower in VETC regions than in tumor regions without VETC. Patients with HBP-Hetero tumors had shorter recurrence-free survival. Machine learning models highlighted the importance of serum PIVKA-II, tumor size, and enhancement pattern of arterial and hepatobiliary phase for VETC prediction. CONCLUSIONS VETC is associated with local reductions of both AVD and OATP1B3 expression, likely contributing to heterogeneous enhancement patterns in EOB-MRI. Evaluation of the arterial and hepatobiliary phases of EOB-MRI would enhance the predictability of VETC.
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Affiliation(s)
- Kosuke Matsuda
- Department of Pathology, Keio University School of Medicine, Tokyo, Japan
- Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Akihisa Ueno
- Department of Pathology, Keio University School of Medicine, Tokyo, Japan
- Division of Diagnostic Pathology, Keio University Hospital, Tokyo, Japan
| | - Junya Tsuzaki
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan
| | - Yutaka Kurebayashi
- Department of Pathology, Keio University School of Medicine, Tokyo, Japan
| | - Yohei Masugi
- Department of Pathology, Keio University School of Medicine, Tokyo, Japan
- Division of Diagnostic Pathology, Keio University Hospital, Tokyo, Japan
| | - Ken Yamazaki
- Department of Pathology, Keio University School of Medicine, Tokyo, Japan
| | - Masashi Tamura
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan
| | - Yuta Abe
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Yasushi Hasegawa
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Minoru Kitago
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Masahiro Jinzaki
- Department of Radiology, Keio University School of Medicine, Tokyo, Japan
| | - Michiie Sakamoto
- Department of Pathology, Keio University School of Medicine, Tokyo, Japan
- School of Medicine, International University of Health and Welfare, Chiba, Japan
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11
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Smirne C, Crobu MG, Landi I, Vercellino N, Apostolo D, Pinato DJ, Vincenzi F, Minisini R, Tonello S, D’Onghia D, Ottobrelli A, Martini S, Bracco C, Fenoglio LM, Campanini M, Berton AM, Ciancio A, Pirisi M. Chronic Hepatitis C Infection Treated with Direct-Acting Antiviral Agents and Occurrence/Recurrence of Hepatocellular Carcinoma: Does It Still Matter? Viruses 2024; 16:1899. [PMID: 39772206 PMCID: PMC11680226 DOI: 10.3390/v16121899] [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: 10/09/2024] [Revised: 12/05/2024] [Accepted: 12/06/2024] [Indexed: 01/03/2025] Open
Abstract
Hepatitis C virus (HCV) infection is a significant risk factor for liver cirrhosis and hepatocellular carcinoma (HCC). Traditionally, the primary prevention strategy for HCV-associated HCC has focused on removing infection through antiviral regimes. Currently, highly effective direct-acting antivirals (DAAs) offer extraordinary success across all patient categories, including cirrhotics. Despite these advancements, recent studies have reported that even after sustained virologic response (SVR), individuals with advanced liver disease/cirrhosis at the time of DAA treatment may still face risks of HCC occurrence or recurrence. Based on this premise, this review tries to shed light on the multiple mechanisms that establish a tumorigenic environment, first, during chronic HCV infection and then, after eventual viral eradication by DAAs. Furthermore, it reviews evidence reported by recent observational studies stating that the use of DAAs is not associated with an increased risk of HCC development but rather, with a significantly lower chance of liver cancer compared with DAA-untreated patients. In addition, it seeks to provide some practical guidance for clinicians, helping them to manage HCC surveillance of patients who have achieved SVR with DAAs.
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Affiliation(s)
- Carlo Smirne
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (N.V.); (D.A.); (D.J.P.); (F.V.); (R.M.); (S.T.); (D.D.); (M.C.); (M.P.)
- Internal Medicine Unit, Maggiore della Carità Hospital, 28100 Novara, Italy
| | - Maria Grazia Crobu
- Laboratory of Molecular Virology, Maggiore della Carità Hospital, 28100 Novara, Italy;
- Clinical Biochemistry Laboratory, City of Health and Science University Hospital, 10126 Turin, Italy
| | - Irene Landi
- Emergency Medicine Department, Michele e Pietro Ferrero Hospital, 12060 Verduno, Italy;
| | - Nicole Vercellino
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (N.V.); (D.A.); (D.J.P.); (F.V.); (R.M.); (S.T.); (D.D.); (M.C.); (M.P.)
| | - Daria Apostolo
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (N.V.); (D.A.); (D.J.P.); (F.V.); (R.M.); (S.T.); (D.D.); (M.C.); (M.P.)
| | - David James Pinato
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (N.V.); (D.A.); (D.J.P.); (F.V.); (R.M.); (S.T.); (D.D.); (M.C.); (M.P.)
- Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London SW7 2AZ, UK
| | - Federica Vincenzi
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (N.V.); (D.A.); (D.J.P.); (F.V.); (R.M.); (S.T.); (D.D.); (M.C.); (M.P.)
| | - Rosalba Minisini
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (N.V.); (D.A.); (D.J.P.); (F.V.); (R.M.); (S.T.); (D.D.); (M.C.); (M.P.)
| | - Stelvio Tonello
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (N.V.); (D.A.); (D.J.P.); (F.V.); (R.M.); (S.T.); (D.D.); (M.C.); (M.P.)
| | - Davide D’Onghia
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (N.V.); (D.A.); (D.J.P.); (F.V.); (R.M.); (S.T.); (D.D.); (M.C.); (M.P.)
| | - Antonio Ottobrelli
- Gastroenterology Unit, City of Health and Science University Hospital, 10126 Turin, Italy; (A.O.); (S.M.); (A.C.)
| | - Silvia Martini
- Gastroenterology Unit, City of Health and Science University Hospital, 10126 Turin, Italy; (A.O.); (S.M.); (A.C.)
| | - Christian Bracco
- Department of Internal Medicine, Santa Croce e Carle Hospital, 12100 Cuneo, Italy; (C.B.); (L.M.F.)
| | - Luigi Maria Fenoglio
- Department of Internal Medicine, Santa Croce e Carle Hospital, 12100 Cuneo, Italy; (C.B.); (L.M.F.)
| | - Mauro Campanini
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (N.V.); (D.A.); (D.J.P.); (F.V.); (R.M.); (S.T.); (D.D.); (M.C.); (M.P.)
- Internal Medicine Unit, Maggiore della Carità Hospital, 28100 Novara, Italy
| | - Alessandro Maria Berton
- Division of Endocrinology, Diabetes and Metabolism, City of Health and Science University Hospital, 10126 Turin, Italy;
| | - Alessia Ciancio
- Gastroenterology Unit, City of Health and Science University Hospital, 10126 Turin, Italy; (A.O.); (S.M.); (A.C.)
- Department of Medical Sciences, University of Turin, 10126 Turin, Italy
| | - Mario Pirisi
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (N.V.); (D.A.); (D.J.P.); (F.V.); (R.M.); (S.T.); (D.D.); (M.C.); (M.P.)
- Internal Medicine Unit, Maggiore della Carità Hospital, 28100 Novara, Italy
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12
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Tan Y, Zhang X. Diagnostic accuracy of FibroScan-AST (FAST) score, non-alcoholic fatty liver fibrosis score (NFS), FibroScan, and liver fibrosis index (FIB-4) for identifying fibrotic non-alcoholic steatohepatitis in patients with chronic hepatitis B with metabolic dysfunction-associated fatty liver disease. Ann Med 2024; 56:2420858. [PMID: 39460547 PMCID: PMC11514388 DOI: 10.1080/07853890.2024.2420858] [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: 10/11/2023] [Revised: 06/19/2024] [Accepted: 09/10/2024] [Indexed: 10/28/2024] Open
Abstract
OBJECTIVE To evaluate the diagnostic value of the FibroScan-AST (FAST) score, non-alcoholic fatty liver fibrosis score (NFS), FibroScan, and liver fibrosis index (FIB-4) for identifying fibrotic non-alcoholic steatohepatitis (NASH) in patients with chronic hepatitis B (CHB) with metabolic dysfunction-associated fatty liver disease (MAFLD). METHODS All patients with CHB and MAFLD who underwent liver biopsy at the Zhenjiang Third Hospital affiliated with Jiangsu University between August 2010 and December 2022 were included in the analysis. The diagnostic accuracy of FAST, NFS, FibroScan, and FIB-4 for diagnosing NASH and liver fibrosis were evaluated based on the area under the receiver-operating characteristic curve (AUC). RESULTS A total of 156 patients with CHB combined with MAFLD were included, including 69 with NASH and fibrosis stage 2 or higher (NASH+F ≥ 2), and 16 with NASH and cirrhosis (NASH+F4). The AUC of FAST, NFS, liver stiffness measurement (LSM), and FIB-4 for diagnosing NASH+F ≥ 2 was 0.739 (p < 0.001), 0.643 (p = 0.006), 0.754 (p < 0.001), and 0.665 (p = 0.003), respectively. The specificity of FAST, NFS, LSM, and FIB-4 was 67%, 51.8%, 78.6% and 76.8%, respectively, and the sensitivity was 75%, 78.6%, 67.9%, and 53.6%, respectively. No significant differences were found between groups. The AUC of FAST, NFS, LSM, and FIB-4 for diagnosing NASH+F4 was 0.650 (p = 0.038), 0.725 (p = 0.001), 0.851 (p < 0.001), and 0.560 (p = 0.533), respectively. The specificity of the FAST, NFS, LSM, and FIB-4 was 55.9%, 50.0%, 71.6%, and 75.5%, respectively and the sensitivity was 80.0%, 100%, 100%, and 50.0%, respectively. The differences between AUCs of FIB-4 and FAST compared with LSM were 0.291 and 0.201, respectively (p < 0.05). CONCLUSION In patients with CHB combined with MAFLD, FAST did not have better accuracy than NFS and FIB-4 for predicting fibrotic NASH, whereas LSM had better accuracy than FAST and FIB-4.
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Affiliation(s)
- Youwen Tan
- Department of Hepatology, The Third Hospital of Zhenjiang Affiliated Jiangsu University, Zhenjiang, China
| | - Xinyue Zhang
- Department of Hepatology, The Third Hospital of Zhenjiang Affiliated Jiangsu University, Zhenjiang, China
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13
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Gibson RA, Jeck WR, Koch RL, Mehta A, Choi SJ, Sriraman Y, Bali D, Young S, Asokan A, Lim JA, Kishnani PS. Progressive liver disease and dysregulated glycogen metabolism in murine GSD IX γ2 models human disease. Mol Genet Metab 2024; 143:108597. [PMID: 39488079 PMCID: PMC11633833 DOI: 10.1016/j.ymgme.2024.108597] [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: 10/23/2024] [Accepted: 10/26/2024] [Indexed: 11/04/2024]
Abstract
Hepatic glycogen storage disease type IX γ2 (GSD IX γ2) is a severe, liver-specific subtype of GSD IX. While all patients with hepatic GSD IX present with similar symptoms, over 95 % of patients with GSD IX γ2 progress to liver fibrosis and cirrhosis. Despite disease severity, the long-term natural history of GSD IX γ2 liver disease progression is not known. Our lab previously characterized the Phkg2-/- mouse model at 3 months of age, demonstrating that the mouse recapitulates the early liver disease phenotype of GSD IX γ2. To understand how liver disease progresses in GSD IX γ2, we characterized the mouse model through 24 months of age. Our study showed for the first time that GSD IX γ2 mice develop liver fibrosis that progresses to cirrhosis. Importantly, we observed that the progression of liver fibrosis is associated with an initial elevation and subsequent decrease of key GSD biomarkers - the latter being a finding that is often considered to be an improvement of disease in patients. In recognition of the unique liver fibrosis pattern and to support future therapeutic investigations using this model, we developed a novel scoring system for GSD IX γ2 mouse liver pathology. Lastly, this work introduces evidence of a dysregulated glycogen metabolism pathway which can serve as an endpoint for future therapeutic evaluation. As we await longitudinal clinical natural history data, these findings greatly expand our understanding of liver disease manifestations in GSD IX γ2 and have notable clinical applications.
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Affiliation(s)
- Rebecca A Gibson
- Department of Molecular Genetics and Microbiology, Duke University Medical Center, Durham, NC, USA; Division of Medical Genetics, Department of Pediatrics, Duke University Medical Center, Durham, NC, USA
| | - William R Jeck
- Department of Pathology, Duke University Medical Center, Durham, NC, USA
| | - Rebecca L Koch
- Division of Medical Genetics, Department of Pediatrics, Duke University Medical Center, Durham, NC, USA
| | - Aarav Mehta
- Division of Medical Genetics, Department of Pediatrics, Duke University Medical Center, Durham, NC, USA
| | - Su Jin Choi
- Division of Medical Genetics, Department of Pediatrics, Duke University Medical Center, Durham, NC, USA
| | - Yajur Sriraman
- Division of Medical Genetics, Department of Pediatrics, Duke University Medical Center, Durham, NC, USA
| | - Deeksha Bali
- Division of Medical Genetics, Department of Pediatrics, Duke University Medical Center, Durham, NC, USA
| | - Sarah Young
- Division of Medical Genetics, Department of Pediatrics, Duke University Medical Center, Durham, NC, USA
| | - Aravind Asokan
- Department of Molecular Genetics and Microbiology, Duke University Medical Center, Durham, NC, USA; Department of Surgery, Duke University Medical Center, Durham, NC, USA
| | - Jeong-A Lim
- Division of Medical Genetics, Department of Pediatrics, Duke University Medical Center, Durham, NC, USA
| | - Priya S Kishnani
- Department of Molecular Genetics and Microbiology, Duke University Medical Center, Durham, NC, USA; Division of Medical Genetics, Department of Pediatrics, Duke University Medical Center, Durham, NC, USA.
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14
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Morais R, Moreira J, Gaspar R, Santos-Antunes J, Marques M, Coelho R, Alves R, Ferreira-Silva J, Dias E, Pereira P, Lopes S, Cardoso H, Sousa-Pinto B, Faria-Ramos I, Gullo I, Carneiro F, Liberal R, Macedo G. Higher frequency of gastric neoplasia in advanced chronic liver disease patients: Impact of screening endoscopy in an intermediate-high risk country. Dig Liver Dis 2024; 56:2133-2142. [PMID: 38811247 DOI: 10.1016/j.dld.2024.04.035] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 04/28/2024] [Accepted: 04/29/2024] [Indexed: 05/31/2024]
Abstract
BACKGROUND The Baveno VII guidelines were proposed to identify which patients could safely avoid screening esophagogastroduodenoscopy (EGD) for gastroesophageal varices. We aimed to evaluate the frequency of gastric neoplasia in compensated advanced chronic liver disease (cACLD) patients who underwent EGD for screening of gastroesophageal varices (GOEV) compared to a healthy population. METHODS Retrospective study that enrolled all cACLD patients who underwent EGD for GOEV screening (January 2008-June 2018) in a tertiary reference center. cACLD patients were compared with asymptomatic healthy individuals who underwent EGD in a private hospital setting (April 2017-March 2018). RESULTS We evaluated 1845 patients (481 cACLD patients, 1364 healthy individuals). A significantly higher frequency of gastric neoplasia was observed in patients with cACLD compared to healthy individuals (4.0% vs. 1.0 %; p < 0.001). Rare histopathological subtypes (WHO Classification) accounted for 28.7 % of gastric carcinoma cases in the cACLD cohort. Seven cases of gastric neoplasia (36.8 % of gastric neoplasia cases in the cACLD patients) were diagnosed in patients who, according to the Baveno VII criteria, would have not been submitted to EGD. CONCLUSION We found an increased frequency of gastric neoplasia in patients with cACLD in comparison with healthy individuals. In countries with intermediate-high risk for GC, continuing to perform EGD could be beneficial.
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Affiliation(s)
- Rui Morais
- Faculty of Medicine of the University of Porto (FMUP), Portugal; Gastroenterology Department, Centro Hospitalar Universitário São João, Porto, Portugal.
| | - João Moreira
- Faculty of Medicine of the University of Porto (FMUP), Portugal
| | - Rui Gaspar
- Faculty of Medicine of the University of Porto (FMUP), Portugal; Gastroenterology Department, Centro Hospitalar Universitário São João, Porto, Portugal
| | - João Santos-Antunes
- Faculty of Medicine of the University of Porto (FMUP), Portugal; Gastroenterology Department, Centro Hospitalar Universitário São João, Porto, Portugal; i3S - Instituto de Investigação e Inovação em Saúde and Institute of Molecular Pathology and Immunology, University of Porto (Ipatimup), Portugal
| | - Margarida Marques
- Faculty of Medicine of the University of Porto (FMUP), Portugal; Gastroenterology Department, Centro Hospitalar Universitário São João, Porto, Portugal
| | - Rosa Coelho
- Faculty of Medicine of the University of Porto (FMUP), Portugal; Gastroenterology Department, Centro Hospitalar Universitário São João, Porto, Portugal
| | - Rosa Alves
- Internal Medicine Department, Centro Hospitalar Barreiro Montijo, Portugal
| | - Joel Ferreira-Silva
- Faculty of Medicine of the University of Porto (FMUP), Portugal; Gastroenterology Department, Centro Hospitalar Universitário São João, Porto, Portugal
| | - Emanuel Dias
- Faculty of Medicine of the University of Porto (FMUP), Portugal; Gastroenterology Department, Centro Hospitalar Universitário São João, Porto, Portugal
| | - Pedro Pereira
- Faculty of Medicine of the University of Porto (FMUP), Portugal; Gastroenterology Department, Centro Hospitalar Universitário São João, Porto, Portugal
| | - Susana Lopes
- Faculty of Medicine of the University of Porto (FMUP), Portugal; Gastroenterology Department, Centro Hospitalar Universitário São João, Porto, Portugal
| | - Hélder Cardoso
- Faculty of Medicine of the University of Porto (FMUP), Portugal; Gastroenterology Department, Centro Hospitalar Universitário São João, Porto, Portugal
| | - Bernardo Sousa-Pinto
- MEDCIDS-Department of Community Medicine, Information and Health Decision Sciences; Faculty of Medicine, University of Porto, Porto, Portugal; CINTESIS@RISE-Health Research Network, Faculty of Medicine, University of, Porto, Porto, Portugal
| | - Isabel Faria-Ramos
- Gastroenterology Department, Centro Hospitalar Universitário São João, Porto, Portugal
| | - Irene Gullo
- Faculty of Medicine of the University of Porto (FMUP), Portugal; Department of Pathology, Centro Hospitalar Universitário de São João, Portugal; i3S - Instituto de Investigação e Inovação em Saúde and Institute of Molecular Pathology and Immunology, University of Porto (Ipatimup), Portugal
| | - Fátima Carneiro
- Faculty of Medicine of the University of Porto (FMUP), Portugal; Department of Pathology, Centro Hospitalar Universitário de São João, Portugal; i3S - Instituto de Investigação e Inovação em Saúde and Institute of Molecular Pathology and Immunology, University of Porto (Ipatimup), Portugal
| | - Rodrigo Liberal
- Faculty of Medicine of the University of Porto (FMUP), Portugal; Gastroenterology Department, Centro Hospitalar Universitário São João, Porto, Portugal
| | - Guilherme Macedo
- Faculty of Medicine of the University of Porto (FMUP), Portugal; Gastroenterology Department, Centro Hospitalar Universitário São João, Porto, Portugal
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15
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Mohamed NF, Ali Behairy OG, Sadek El Defrawy M, Elsheraki SAM, Khashaba RA. Evaluation of serum human epididymis protein 4 in children with chronic liver diseases. Scand J Clin Lab Invest 2024; 84:515-520. [PMID: 39635859 DOI: 10.1080/00365513.2024.2437612] [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: 10/14/2024] [Revised: 11/13/2024] [Accepted: 11/30/2024] [Indexed: 12/07/2024]
Abstract
The aim of this study was to evaluate the role of serum human epididymis protein 4 (HE4) as a non-invasive biomarker for the diagnosis of liver fibrosis in children with chronic liver diseases (CLD). This case-control study was conducted at Benha University Hospital, Egypt, involving 60 children with CLD and 60 healthy children as a control group. HE4 levels were measured by ELISA and compared with liver biopsy results. The CLD group had significant higher HE4 (median: 110.7, IQR: 96.7-120.4 pmol/L) compared to control group (median 42.07, IQR: 41.67-43.05 pmol/L), p < .001. HE4 levels increased significantly with the degree of fibrosis and histological activity index. At a cutoff point >48.3 pmol/L, HE4 diagnosed cases with mild fibrosis with a sensitivity of 95% and specificity of 91.3%. At a cutoff point >144.3 pmol/L, HE4 diagnosed cases with severe fibrosis with a sensitivity of 98% and specificity of 93.1%. Serum HE4 is a potential non-invasive marker for detecting liver fibrosis and its severity in children with CLD.
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Affiliation(s)
| | | | | | | | - Rana Atef Khashaba
- Clinical and Chemical Pathology Department, Faculty of Medicine, Benha University, Benha, Egypt
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16
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Redinger JW, Johnson KM, Slawski BA. Perioperative Liver and Kidney Diseases. Med Clin North Am 2024; 108:1119-1134. [PMID: 39341617 DOI: 10.1016/j.mcna.2024.04.001] [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: 10/01/2024]
Abstract
Perioperative risks associated with acute hepatitis, cirrhosis, and chronic kidney disease are substantial and prevalence of underlying chronic kidney or liver disease is rising; surgeries in these populations have accordingly become more common. Optimal perioperative management in both cases is paramount; this article focuses on understanding disease pathophysiology, a targeted preoperative evaluation, accurate estimation of perioperative risk, and anticipation and management of common postoperative complications.
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Affiliation(s)
- Jeffrey W Redinger
- Division of General Internal Medicine, Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195, USA; Hospital and Specialty Medicine, VA Puget Sound Healthcare System, 1660 South Columbian Way (S-111-MED), Seattle, WA 98108, USA.
| | - Kay M Johnson
- Division of General Internal Medicine, Department of Medicine, University of Washington School of Medicine, 1959 NE Pacific Street, Seattle, WA 98195, USA; Hospital and Specialty Medicine, VA Puget Sound Healthcare System, 1660 South Columbian Way (S-111-MED), Seattle, WA 98108, USA
| | - Barbara A Slawski
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, The Hub for Collaborative Medicine, 8701 Watertown Plank Road, Milwaukee, WI 53226, USA
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17
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Hiyama Y, Fujino H, Namba M, Fujii Y, Uchikawa S, Ono A, Nakahara T, Murakami E, Kawaoka T, Miki D, Tsuge M, Oka S. Value of autotaxin for hepatocellular carcinoma risk assessment in chronic hepatitis B patients treated with nucleos(t)ide analogs. Hepatol Res 2024; 54:981-992. [PMID: 38539054 DOI: 10.1111/hepr.14042] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 02/23/2024] [Accepted: 03/14/2024] [Indexed: 11/03/2024]
Abstract
AIM Autotaxin (ATX) is a newly identified liver fibrosis biomarker; however, its clinical usefulness remains unclear. Therefore, we analyzed the changes in patients with chronic hepatitis B virus infection treated with nucleos(t)ide analogs (NAs) to evaluate its usefulness. We also investigated the predictors of hepatocellular carcinoma development, including ATX, in patients with chronic hepatitis B based on their clinical characteristics. METHODS This retrospective study included 179 patients with hepatitis B virus infection treated with NAs for >2 years. First, we measured the ATX levels before and up to 10 years after initiating entecavir (therapy for 88 patients whose serial ATX levels could be measured before and during entecavir therapy. Subsequently, for 179 patients whose ATX levels could be measured at the commencement of NAs, we examined the factors involved in developing hepatocellular carcinoma, including ATX. RESULTS The ATX levels showed a gradual and significant decrease during the observation period of up to 10 years. Multivariable analysis showed that a baseline ATX/upper limits of normal ratio ≥1.214, age, and alkaline phosphatase levels were independent risk factors for hepatocellular carcinoma development. The combination of age and ATX/upper limits of normal ratio was used to stratify the high-risk groups for liver carcinogenesis. CONCLUSIONS A decrease in ATX levels up to 10 years after the commencement of therapy suggested that ATX is a helpful biomarker in evaluating fibrosis in patients undergoing long-term NA therapy. Furthermore, this study showed that combining age and the baseline ATX/upper limits of normal ratio may help identify high-risk carcinogenesis groups.
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Affiliation(s)
- Yuichi Hiyama
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
- Clinical Research Center in Hiroshima, Hiroshima University Hospital, Hiroshima, Japan
| | - Hatsue Fujino
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Maiko Namba
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Yasutoshi Fujii
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
- Cancer Treatment Center, Hiroshima University Hospital, Hiroshima, Japan
| | - Shinsuke Uchikawa
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Atsushi Ono
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Takashi Nakahara
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Eisuke Murakami
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Tomokazu Kawaoka
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Daiki Miki
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Masataka Tsuge
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Shiro Oka
- Department of Gastroenterology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
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18
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Ohkawa K, Nakabori T, Mukai K, Kozumi K, Urabe M, Kai Y, Takada R, Ikezawa K, Yamaguchi Y, Nagao T, Enomoto H, Tachiki H, Higuchi A, Watanabe N, Nakayama T. Clinical validation of the suppressive impact of letrozole on liver fibrosis in patients with breast cancer undergoing continuous letrozole administration: A retrospective study. PLoS One 2024; 19:e0311930. [PMID: 39446769 PMCID: PMC11500940 DOI: 10.1371/journal.pone.0311930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Accepted: 09/26/2024] [Indexed: 10/26/2024] Open
Abstract
Treatment strategies for preventing liver fibrosis have not yet been established. Letrozole, widely used for breast cancer, has recently been reported to suppress liver fibrosis in murine models. Therefore, we aimed to validate the suppressive effects of letrozole on liver fibrosis in the clinical setting. From 2006 to 2020, 23 consecutive patients who received continuous letrozole treatment for 24 months or more and had a liver fibrosis marker FIB-4 index of ≥ 2.30, were included. Forty-three patients who underwent anastrozole treatment for 24 months or more and had a liver fibrosis marker FIB-4 index of ≥ 2.30, were also included as controls. The Fisher exact, chi-square, unpaired Student t, and paired Student t test were used to analyze the data. The patient characteristics were similar between the letrozole- and anastrozole-treated patient groups. Among the letrozole-treated patients, the mean FIB-4 index tended to decline during letrozole treatment; a significant decrease was observed at 18 and 24 months compared with the baseline values (p = 0.044 and p = 0.013). In addition, the mean aspartate aminotransferase-to-platelet ratio index (APRI) decreased during letrozole treatment; the values at 18 and 24 months were significantly lower than those at baseline (p = 0.024 and p = 0.026). In contrast, among anastrozole-treated patients, the mean FIB-4 index and APRI did not change during anastrozole treatment. When changes in the FIB-4 index were further examined in a limited number of patients with a FIB-4 index ≥ 2.67, a significant reduction in the FIB-4 index at 24 months compared with baseline was also observed in letrozole-treated patients (p = 0.023), but not in anastrozole-treated patients. In conclusion, our findings support a possible suppressive effect of letrozole on liver fibrosis in the clinical setting. Further studies are required to better understand the pharmacological effects of letrozole.
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Affiliation(s)
- Kazuyoshi Ohkawa
- Department of Hepatobiliary and Pancreatic Oncology, Osaka International Cancer Institute, Osaka, Japan
| | - Tasuku Nakabori
- Department of Hepatobiliary and Pancreatic Oncology, Osaka International Cancer Institute, Osaka, Japan
| | - Kaori Mukai
- Department of Hepatobiliary and Pancreatic Oncology, Osaka International Cancer Institute, Osaka, Japan
| | - Kazuhiro Kozumi
- Department of Hepatobiliary and Pancreatic Oncology, Osaka International Cancer Institute, Osaka, Japan
| | - Makiko Urabe
- Department of Hepatobiliary and Pancreatic Oncology, Osaka International Cancer Institute, Osaka, Japan
| | - Yugo Kai
- Department of Hepatobiliary and Pancreatic Oncology, Osaka International Cancer Institute, Osaka, Japan
| | - Ryoji Takada
- Department of Hepatobiliary and Pancreatic Oncology, Osaka International Cancer Institute, Osaka, Japan
| | - Kenji Ikezawa
- Department of Hepatobiliary and Pancreatic Oncology, Osaka International Cancer Institute, Osaka, Japan
| | - Yuko Yamaguchi
- Department of Clinical Research and Genetic Oncology, Osaka International Cancer Institute, Osaka, Japan
| | - Takuya Nagao
- Next-Generation Precision Medicine Research Center, Osaka International Cancer Institute, Osaka, Japan
| | - Hatsune Enomoto
- Research & Development Department, Towa Pharmaceutical Co., Ltd., Kadoma, Osaka, Japan
- Scientific Research and Business Development Department, Protosera, Inc., Settsu, Osaka, Japan
| | - Hidehisa Tachiki
- Research & Development Department, Towa Pharmaceutical Co., Ltd., Kadoma, Osaka, Japan
- Scientific Research and Business Development Department, Protosera, Inc., Settsu, Osaka, Japan
| | - Ayako Higuchi
- Department of Breast and Endocrine Surgery, Osaka International Cancer Institute, Osaka, Japan
| | - Noriyuki Watanabe
- Department of Breast and Endocrine Surgery, Osaka International Cancer Institute, Osaka, Japan
| | - Takahiro Nakayama
- Department of Breast and Endocrine Surgery, Osaka International Cancer Institute, Osaka, Japan
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19
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Ge M, Zou H, Chen J, Zhang Q, Li C, Yang J, Wu J, Xie X, Liu J, Lei L, Peng S, Nie H. Cellular fibronectin-targeted fluorescent aptamer probes for early detection and staging of liver fibrosis. Acta Biomater 2024:S1742-7061(24)00614-7. [PMID: 39433198 DOI: 10.1016/j.actbio.2024.10.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2024] [Revised: 10/12/2024] [Accepted: 10/16/2024] [Indexed: 10/23/2024]
Abstract
Liver fibrosis is a key process in the progression of chronic liver disease to cirrhosis. Currently, early diagnosis and precise staging of liver fibrosis remain great challenges. Extracellular matrix (ECM) molecules expressed specifically during liver fibrosis are ideal targets for bioimaging and detection of liver fibrosis. Here, we report that fluorescent probes based on a nucleic acid aptamer (ZY-1) targeting cellular fibronectin (cFN), a critical ECM molecule significantly accumulating during liver fibrosis, are promising bioimaging agents for the staging of liver fibrosis. In the work, the outstanding binding affinity of ZY-1 to cFN was validated through an in vitro model of human-derived hepatic stellate cells (HSCs). Subsequently, we constructed different ZY-1-based fluorescent probes and explored the real-time imaging performance of these fluorescent probes in CCl4-induced mouse models of different liver fibrosis stages. The ZY-1-based fluorescent probes, for the first time, effectively identified and distinguished early-stage liver fibrosis (stage 3 of Ishak 6) from advanced liver fibrosis (stage 5 of Ishak 6). The proof-of-concept study provides compelling evidences that ZY-1-based probes are a promising tool for the early diagnosis and staging of liver fibrosis and paves the way for further development of clinical-related diagnosis strategies for fibrotic diseases of the liver and other organs. STATEMENT OF SIGNIFICANCE: Currently, early diagnosis and accurate staging of liver fibrosis continue to present significant challenges. This study demonstrates that fluorescent probes based on the nucleic acid aptamer ZY-1, which targets cellular fibronectin (cFN)-a crucial extracellular matrix (ECM) molecule that significantly accumulates during liver fibrosis-are promising bioimaging agents for staging liver fibrosis. The ZY-1-based fluorescent probes effectively identified and differentiated early-stage liver fibrosis from advanced liver fibrosis. This proof-of-concept study not only provides compelling evidence that ZY-1-based probes show promise for the early diagnosis and staging of liver fibrosis but also paves the way for further investigations into the use of ZY-1 in detecting other diseases associated with cFN.
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Affiliation(s)
- Mengjun Ge
- Department of Biomedical Sciences, College of Biology, Hunan University, Changsha, China
| | - Haitao Zou
- National Supercomputing Center in Changsha, College of Computer Science and Electronic Engineering, Hunan University, Changsha, China
| | - Jiahao Chen
- Department of Biomedical Sciences, College of Biology, Hunan University, Changsha, China
| | - Qinyao Zhang
- Cell Biology Research Group, Xiangya School of Stomatology, Central South University, Changsha, China
| | - Chang Li
- Department of Radiology, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Jiaxing Yang
- Department of Biomedical Sciences, College of Biology, Hunan University, Changsha, China
| | - Jiumei Wu
- Cell Biology Research Group, Xiangya School of Stomatology, Central South University, Changsha, China
| | - Xing Xie
- Cell Biology Research Group, Xiangya School of Stomatology, Central South University, Changsha, China
| | - Jun Liu
- Department of Radiology, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Lei Lei
- Cell Biology Research Group, Xiangya School of Stomatology, Central South University, Changsha, China.
| | - Shaoliang Peng
- National Supercomputing Center in Changsha, College of Computer Science and Electronic Engineering, Hunan University, Changsha, China
| | - Hemin Nie
- Department of Biomedical Sciences, College of Biology, Hunan University, Changsha, China.
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20
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Gomes NBN, Torres US, Caiado AHM, Fucuta PS, Ferraz MLCG, D'Ippolito G. Diagnostic accuracy of an uncorrected native T1 mapping sequence for liver fibrosis and inflammation in autoimmune hepatitis: a prospective study using histopathology as reference standard. LA RADIOLOGIA MEDICA 2024; 129:1431-1443. [PMID: 39106024 DOI: 10.1007/s11547-024-01863-2] [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: 05/01/2024] [Accepted: 07/25/2024] [Indexed: 08/07/2024]
Abstract
PURPOSE There is an unmet clinical need for non-invasive imaging biomarkers that could replace liver biopsy in the management of patients with autoimmune hepatitis (AIH). In this study, we sought to evaluate the diagnostic accuracy of a simple uncorrected, non-contrast T1 mapping for detecting fibrosis and inflammation in AIH patients using histopathology as a reference standard. MATERIAL AND METHODS Over 3 years, 33 patients with AIH were prospectively studied using a multiparametric liver MRI protocol which included T1 mapping. Biopsies were performed up to 3 months before imaging, and a standardized histopathological score for fibrosis (F0-F4) and inflammatory activity (PPA0-4) was used as a reference. Statistical analysis included independent t test, Mann-Whitney U-test, and ROC (receiver operating characteristic) analysis. RESULTS T1 mapping values were significantly higher in patients with advanced fibrosis (F0-2 vs. F3-4; p < 0.015), significant fibrosis (F0-1 vs. F2-4; p < 0.005), and significant inflammatory activity (PPA 0-1 vs. PPA 2-4 p = 0.048). Moreover, the technique demonstrated a good diagnostic performance in detecting significant (AUC 0.856) and advanced fibrosis (AUC 0.835), as well as significant inflammatory activity (AUC 0.763). CONCLUSION A rapid, simple, uncorrected, non-contrast T1 mapping sequence showed satisfactory diagnostic performance in comparison with histopathology for detecting significant tissue inflammation and fibrosis in AIH patients, being a potential non-invasive imaging biomarker for monitoring disease activity in such individuals.
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Affiliation(s)
- Natália B N Gomes
- Grupo Fleury, São Paulo, Brazil.
- Department of Diagnostic Imaging, Escola Paulista de Medicina, Universidade Federal de São Paulo (UNIFESP), Vila Clementino Rua Napoleão de Barros, 800, São Paulo, SP, 04024-000, Brazil.
| | - Ulysses S Torres
- Grupo Fleury, São Paulo, Brazil
- Department of Diagnostic Imaging, Escola Paulista de Medicina, Universidade Federal de São Paulo (UNIFESP), Vila Clementino Rua Napoleão de Barros, 800, São Paulo, SP, 04024-000, Brazil
| | | | - Patricia S Fucuta
- Hospital de Base, Faculdade de Medicina de São José do Rio Preto (FAMERP), São Paulo, Brazil
| | - Maria Lucia C G Ferraz
- Department of Gastroenterology, Escola Paulista de Medicina, Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil
| | - Giuseppe D'Ippolito
- Grupo Fleury, São Paulo, Brazil
- Department of Diagnostic Imaging, Escola Paulista de Medicina, Universidade Federal de São Paulo (UNIFESP), Vila Clementino Rua Napoleão de Barros, 800, São Paulo, SP, 04024-000, Brazil
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21
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Morisco F, Federico A, Marignani M, Lombardo FL, Cossiga V, Ranieri L, Romeo M, Cipullo M, Begini P, Zannella A, Stroffolini T. Prediction of Clinical Trajectory in HCV-Related ACLD after SVR: Role of Liver Stiffness in a 5-Years Prospective Study. Viruses 2024; 16:1439. [PMID: 39339915 PMCID: PMC11437428 DOI: 10.3390/v16091439] [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] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Revised: 09/06/2024] [Accepted: 09/08/2024] [Indexed: 09/30/2024] Open
Abstract
The prediction of liver-related events (LRE) after sustained virological response (SVR) in HCV-advanced chronic liver disease (ACLD) patients is crucial. We aimed to evaluate incidence and risk factors of LRE in HCV-cirrhotic patients after SVR and to assess dynamic changes of liver stiffness in participants without LRE at the end of follow-up. We enrolled 575 consecutive patients with HCV-ACLD treated with DAAs and followed up for 5 years after SVR12. Overall, 98 (17%) patients developed any type of event, and HCC was the most frequent LRE. The incidence rate was 1.6 per 100 person-years (p/y) for both HCC and hepatic decompensation. Baseline LSM ≥ 20 kPa was the only independent predictor of hepatic decompensation, while LSM ≥ 20 kPa and male sex were independent predictors of HCC development. Among the 341 participants without LRE and with paired LSM, any LSM reduction was observed in 314 (92.1%), and half of them showed a decrease of LSM ≥ 20%. Among patients without LRE, 27.3% of participants without ≥20% LSM decrease at 2 years achieved the 5-year goal; in contrast, 31.6% of participants with ≥20% LSM decrease at 2 years lost it at 5 years. These findings provide evidence that baseline LSM is a tool to stratify patients at risk of developing LRE; the dynamic changes of LSM value suggest the need for monitoring this parameter over time.
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Affiliation(s)
- Filomena Morisco
- Department of Clinical Medicine and Surgery, University of Naples “Federico II”, 80131 Naples, Italy; (V.C.); (L.R.)
- Departmental Program “Diseases of the Liver and Biliary System”, AOU Federico II, 80131 Naples, Italy
- UNESCO Chair: Environment, Resources, and Sustainable Development, University of Naples “Federico II”, 80123 Naples, Italy
| | - Alessandro Federico
- Hepato-Gastroenterology Unit, University of Campania Luigi Vanvitelli, 80138 Naples, Italy; (A.F.); (M.R.); (M.C.)
| | - Massimo Marignani
- Department of Digestive and Liver Disease, S. Andrea University Hospital, 00189 Rome, Italy; (M.M.); (P.B.); (A.Z.)
- Department of Gastroenterology and Hepatology, Regina Apostolorum Hospital, 00041 Rome, Italy
| | - Flavia L. Lombardo
- National Center for Disease Prevention and Health Promotion, Italian National Institute of Health, 00161 Rome, Italy;
| | - Valentina Cossiga
- Department of Clinical Medicine and Surgery, University of Naples “Federico II”, 80131 Naples, Italy; (V.C.); (L.R.)
- Departmental Program “Diseases of the Liver and Biliary System”, AOU Federico II, 80131 Naples, Italy
| | - Luisa Ranieri
- Department of Clinical Medicine and Surgery, University of Naples “Federico II”, 80131 Naples, Italy; (V.C.); (L.R.)
- Departmental Program “Diseases of the Liver and Biliary System”, AOU Federico II, 80131 Naples, Italy
| | - Mario Romeo
- Hepato-Gastroenterology Unit, University of Campania Luigi Vanvitelli, 80138 Naples, Italy; (A.F.); (M.R.); (M.C.)
| | - Marina Cipullo
- Hepato-Gastroenterology Unit, University of Campania Luigi Vanvitelli, 80138 Naples, Italy; (A.F.); (M.R.); (M.C.)
| | - Paola Begini
- Department of Digestive and Liver Disease, S. Andrea University Hospital, 00189 Rome, Italy; (M.M.); (P.B.); (A.Z.)
| | - Alessandra Zannella
- Department of Digestive and Liver Disease, S. Andrea University Hospital, 00189 Rome, Italy; (M.M.); (P.B.); (A.Z.)
| | - Tommaso Stroffolini
- Department of Tropical and Infectious Diseases, Policlinico Umberto I, 00161 Rome, Italy;
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22
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Bernardo CCDO, Godoy G, Eik Filho W, Curi R, Bazotte RB. Heterogeneous Pathological Changes in Liver Lobes During Liver Disease: A Perspective Review. Metab Syndr Relat Disord 2024; 22:494-498. [PMID: 39037911 DOI: 10.1089/met.2023.0311] [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: 07/24/2024] Open
Abstract
Liver diseases have a global prevalence of 25%, accounting for 4% of all deaths worldwide, and are associated with a 36% increased risk of fatal and nonfatal cardiovascular events. Metabolic dysfunction-associated steatotic liver disease constitutes the liver expression of metabolic syndrome and represents the primary type of liver disease. Microscopical analysis of biopsies, which allows the evaluation of a small portion of tissue with inferences made to the entire organ, is considered the gold standard for determining the presence of liver diseases. However, potential sampling errors in liver biopsies are conceivable because the obtained tissue represents only a tiny fraction of the entire liver mass and may not accurately reflect the true pathological state. Studies have demonstrated the existence of sampling errors in liver biopsies, particularly concerning the severity of inflammation, degree of fibrosis, and the presence of cirrhosis. Also, clinical studies have shown that histopathological abnormalities are better detected in humans when liver samples are collected from both the right and the left lobes. However, a gap exists in clinical investigation to clarify the role of differences between these lobes in improving the diagnostic and prognostic for liver diseases. Building upon the heterogeneous nature of pathological alterations observed in liver lobes, this perspective review provided recommendations to enhance the precision of diagnosis and prognostic accuracy of liver diseases.
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Affiliation(s)
| | - Guilherme Godoy
- Post-Graduate Program in Pharmaceutical Sciences, State University of Maringá, Maringá, Paraná, Brazil
| | - Wilson Eik Filho
- Department of Medicine, State University of Maringá, Maringá, Brazil
| | - Rui Curi
- Interdisciplinary Post-Graduate Program in Health Sciences, Cruzeiro do Sul University, São Paulo, Brazil
| | - Roberto Barbosa Bazotte
- Post-Graduate Program in Pharmaceutical Sciences, State University of Maringá, Maringá, Paraná, Brazil
- Interdisciplinary Post-Graduate Program in Health Sciences, Cruzeiro do Sul University, São Paulo, Brazil
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23
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Kim W, Hwang JA, Min JH, Lee S, Lee JE, Shin J, Jeong WK. Exploring the impact of excluding intrahepatic segmental vessels on liver stiffness measurement and advanced fibrosis diagnosis using magnetic resonance elastography. Acta Radiol 2024; 65:1021-1029. [PMID: 39033394 DOI: 10.1177/02841851241263335] [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: 07/23/2024]
Abstract
BACKGROUND The impact of excluding intrahepatic segmental vessels from regions of interest (ROIs) on liver stiffness measurement (LSM) via magnetic resonance elastography (MRE) remains uncertain. PURPOSE To determine the effect of excluding intrahepatic segmental vessels from ROIs on LSM obtained from MRE. MATERIAL AND METHODS This retrospective analysis included 95 participants who underwent successful two-dimensional gradient recalled-echo MRE before hepatic tumor resection (n = 49) or living liver donation (n = 46). The conventional LSM was determined by manually drawing ROIs on the elastogram within the 95% confidence region, staying 1 cm within the liver capsule and excluding large hilar vessels, the gallbladder, hepatic lesions, and artifacts. In addition, the modified LSM was determined by excluding intrahepatic segmental vessels. LSMs obtained by the two methods were compared with paired sample signed-rank test. Diagnostic performance for advanced fibrosis was calculated and compared using McNemar's test and Delong's test. The stage of hepatic fibrosis was assessed using surgical specimens by the METAVIR system. RESULTS The modified LSM was larger than the conventional LSM (2.4 kPa vs. 2.2 kPa in reader 1; 2.7 kPa vs. 2.4 kPa in reader 2; P < 0.001). The modified LSM showed superior sensitivity (0.841 vs. 0.659 in reader 1; 0.864 vs. 0.705 in reader 2; P < 0.05) and area under the curve (0.901 vs. 0.820 in reader 1; 0.912 vs. 0.843 in reader 2; P < 0.05) for detecting advanced fibrosis (≥F3) than conventional LSM. CONCLUSION The exclusion of intrahepatic segmental vessels from ROIs in MRE affected the LSM and enhanced diagnostic performance for advanced fibrosis.
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Affiliation(s)
- Wook Kim
- Department of Radiology and Center for Imaging Sciences, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Jeong Ah Hwang
- Department of Radiology and Center for Imaging Sciences, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Ji Hye Min
- Department of Radiology and Center for Imaging Sciences, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Sunyoung Lee
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Ji Eun Lee
- Department of Radiology, Soonchunhyang University College of Medicine, Bucheon Hospital, Bucheon, Republic of Korea
| | - Jaeseung Shin
- Department of Radiology and Center for Imaging Sciences, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Woo Kyoung Jeong
- Department of Radiology and Center for Imaging Sciences, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
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24
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Prata TVG, Dantas BP, Manchiero C, Nunes AKDS, de Paula VG, Tengan FM, Magri MC. Haplotype testing of MTTP alleles on insulin resistance in patients with chronic hepatitis C. GENE REPORTS 2024; 36:101951. [DOI: 10.1016/j.genrep.2024.101951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2025]
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25
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Laurent-Bellue A, Sadraoui A, Claude L, Calderaro J, Posseme K, Vibert E, Cherqui D, Rosmorduc O, Lewin M, Pesquet JC, Guettier C. Deep Learning Classification and Quantification of Pejorative and Nonpejorative Architectures in Resected Hepatocellular Carcinoma from Digital Histopathologic Images. THE AMERICAN JOURNAL OF PATHOLOGY 2024; 194:1684-1700. [PMID: 38879083 DOI: 10.1016/j.ajpath.2024.05.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 04/17/2024] [Accepted: 05/16/2024] [Indexed: 06/27/2024]
Abstract
Liver resection is one of the best treatments for small hepatocellular carcinoma (HCC), but post-resection recurrence is frequent. Biotherapies have emerged as an efficient adjuvant treatment, making the identification of patients at high risk of recurrence critical. Microvascular invasion (mVI), poor differentiation, pejorative macrotrabecular architectures, and vessels encapsulating tumor clusters architectures are the most accurate histologic predictors of recurrence, but their evaluation is time-consuming and imperfect. Herein, a supervised deep learning-based approach with ResNet34 on 680 whole slide images (WSIs) from 107 liver resection specimens was used to build an algorithm for the identification and quantification of these pejorative architectures. This model achieved an accuracy of 0.864 at patch level and 0.823 at WSI level. To assess its robustness, it was validated on an external cohort of 29 HCCs from another hospital, with an accuracy of 0.787 at WSI level, affirming its generalization capabilities. Moreover, the largest connected areas of the pejorative architectures extracted from the model were positively correlated to the presence of mVI and the number of tumor emboli. These results suggest that the identification of pejorative architectures could be an efficient surrogate of mVI and have a strong predictive value for the risk of recurrence. This study is the first step in the construction of a composite predictive algorithm for early post-resection recurrence of HCC, including artificial intelligence-based features.
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Affiliation(s)
- Astrid Laurent-Bellue
- Department of Pathology, Bicêtre Hospital, Assistance Publique-Hôpitaux de Paris, Le Kremlin-Bicêtre, France
| | - Aymen Sadraoui
- Centre de Vision Numérique, Paris-Saclay University, Inria, CentraleSupélec, Gif-sur-Yvette, France
| | - Laura Claude
- Department of Pathology, Charles Nicolle Hospital, Rouen, France
| | - Julien Calderaro
- Department of Pathology, Henri-Mondor Hospital, Assistance Publique-Hôpitaux de Paris, Créteil, France
| | - Katia Posseme
- Department of Pathology, Bicêtre Hospital, Assistance Publique-Hôpitaux de Paris, Le Kremlin-Bicêtre, France
| | - Eric Vibert
- Centre Hépato-Biliaire, Paul-Brousse Hospital, Assistance Publique-Hôpitaux de Paris, Villejuif, France; Faculté de Médecine, Paris-Saclay University, Le Kremlin-Bicêtre, France; Unité Mixte de Recherche 1193, Paris-Saclay University, INSERM, Villejuif, France
| | - Daniel Cherqui
- Centre Hépato-Biliaire, Paul-Brousse Hospital, Assistance Publique-Hôpitaux de Paris, Villejuif, France; Faculté de Médecine, Paris-Saclay University, Le Kremlin-Bicêtre, France; Unité Mixte de Recherche 1193, Paris-Saclay University, INSERM, Villejuif, France
| | - Olivier Rosmorduc
- Centre Hépato-Biliaire, Paul-Brousse Hospital, Assistance Publique-Hôpitaux de Paris, Villejuif, France; Faculté de Médecine, Paris-Saclay University, Le Kremlin-Bicêtre, France; Unité Mixte de Recherche 1193, Paris-Saclay University, INSERM, Villejuif, France
| | - Maïté Lewin
- Centre Hépato-Biliaire, Paul-Brousse Hospital, Assistance Publique-Hôpitaux de Paris, Villejuif, France; Faculté de Médecine, Paris-Saclay University, Le Kremlin-Bicêtre, France; Unité Mixte de Recherche 1193, Paris-Saclay University, INSERM, Villejuif, France
| | - Jean-Christophe Pesquet
- Centre de Vision Numérique, Paris-Saclay University, Inria, CentraleSupélec, Gif-sur-Yvette, France
| | - Catherine Guettier
- Department of Pathology, Bicêtre Hospital, Assistance Publique-Hôpitaux de Paris, Le Kremlin-Bicêtre, France.
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26
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Zhao H, Zhang X, Gao Y, Wang L, Xiao L, Liu S, Huang B, Li Z. Diagnostic performance of EfficientNetV2-S method for staging liver fibrosis based on multiparametric MRI. Heliyon 2024; 10:e35115. [PMID: 39165928 PMCID: PMC11334657 DOI: 10.1016/j.heliyon.2024.e35115] [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: 12/22/2023] [Revised: 07/19/2024] [Accepted: 07/23/2024] [Indexed: 08/22/2024] Open
Abstract
Problem Previous studies had confirmed that some deep learning models had high diagnostic performance in staging liver fibrosis. However, training efficiency of models predicting liver fibrosis need to be improved to achieve rapid diagnosis and precision medicine. Aim The deep learning framework of EfficientNetV2-S was noted because of its faster training speed and better parameter efficiency compared with other models. Our study sought to develop noninvasive predictive models based on EfficientNetV2-S framework for staging liver fibrosis. Methods Patients with chronic liver disease who underwent multi-parametric abdominal MRI were included in the retrospective study. Data augmentation methods including horizontal flip, vertical flip, perspective transformation and edge enhancement were applied to multi-parametric MR images to solve the data imbalance between different liver fibrosis groups. The EfficientNetV2-S models were used for the prediction of liver fibrosis stages F1-2, F1-3, F3, F4 and F3-4. We evaluated the diagnostic performance of our models in training, validation, and test sets by using receiver operating characteristic curve (ROC) analysis. Results The total training time of EfficientNetV2-S was about 6 h. For differentiating of F1-2 vs F3, the accuracy, sensitivity and specificity of EfficientNetV2-S model were 96.2 %, 96.4 % and 96.0 % in the test set. The AUC in test set was 0.559. The accuracy, sensitivity and specificity were 82.1 %, 74.5 % and 89.6 % in the test set by using EfficientNetV2-S model to differentiate F1-2 vs F3-4, and the AUC in test set were 0.763. For differentiating F1-3 vs F4, the accuracy, sensitivity and specificity of EfficientNetV2-S model were 71.5 %, 73.4 % and 69.5 % in the test set. The AUC was 0.553 in test set. For differentiating F1-2 vs F4, the accuracy, sensitivity and specificity of our model were 84.3 %, 80.2 % and 88.3 % in the test set, and the AUC was 0.715, respectively. For differentiating F3 vs F4, the accuracy, sensitivity and specificity of EfficientNetV2-S model were 92.5 %, 89.1 % and 95.6 % in the test set, and the AUC was 0.696 in the test set. Conclusions The EfficientNetV2-S models based on multi-parametric MRI had the feasibility for staging of liver fibrosis because they showed high training speed and diagnostic performance in our study.
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Affiliation(s)
- Haichen Zhao
- Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Xiaoya Zhang
- College of Computer Science and Technology of Qingdao University, Qingdao, China
| | - Yuanxiang Gao
- Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Lili Wang
- Department of Pathology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Longyang Xiao
- Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Shunli Liu
- Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Baoxiang Huang
- College of Computer Science and Technology of Qingdao University, Qingdao, China
| | - Zhiming Li
- Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao, China
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Huang W, Peng Y, Kang L. Advancements of non‐invasive imaging technologies for the diagnosis and staging of liver fibrosis: Present and future. VIEW 2024; 5. [DOI: 10.1002/viw.20240010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Accepted: 06/28/2024] [Indexed: 01/04/2025] Open
Abstract
AbstractLiver fibrosis is a reparative response triggered by liver injury. Non‐invasive assessment and staging of liver fibrosis in patients with chronic liver disease are of paramount importance, as treatment strategies and prognoses depend significantly on the degree of fibrosis. Although liver fibrosis has traditionally been staged through invasive liver biopsy, this method is prone to sampling errors, particularly when biopsy sizes are inadequate. Consequently, there is an urgent clinical need for an alternative to biopsy, one that ensures precise, sensitive, and non‐invasive diagnosis and staging of liver fibrosis. Non‐invasive imaging assessments have assumed a pivotal role in clinical practice, enjoying growing popularity and acceptance due to their potential for diagnosing, staging, and monitoring liver fibrosis. In this comprehensive review, we first delved into the current landscape of non‐invasive imaging technologies, assessing their accuracy and the transformative impact they have had on the diagnosis and management of liver fibrosis in both clinical practice and animal models. Additionally, we provided an in‐depth exploration of recent advancements in ultrasound imaging, computed tomography imaging, magnetic resonance imaging, nuclear medicine imaging, radiomics, and artificial intelligence within the field of liver fibrosis research. We summarized the key concepts, advantages, limitations, and diagnostic performance of each technique. Finally, we discussed the challenges associated with clinical implementation and offer our perspective on advancing the field, hoping to provide alternative directions for the future research.
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Affiliation(s)
- Wenpeng Huang
- Department of Nuclear Medicine Peking University First Hospital Beijing China
| | - Yushuo Peng
- Department of Nuclear Medicine Peking University First Hospital Beijing China
| | - Lei Kang
- Department of Nuclear Medicine Peking University First Hospital Beijing China
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Romero-Gutiérrez M, Pascual S, Márquez L, Gómez-Rubio M, Miquel M, Alarcón C, Ferrer T, Aracil C, Horta D, Latorre R, González Santiago J, Bernal V, Fernández C, Piqueras B, Gutiérrez ML, Martín A, Morillas J, Morales D, Blanco S, Rendón P, Chico I, Testillano M, Delgado C, Matilla A, Gómez Rodríguez R. Spontaneously ruptured hepatocellular carcinoma on non-cirrhotic liver: A prospective case series. GASTROENTEROLOGIA Y HEPATOLOGIA 2024; 47:683-690. [PMID: 37633519 DOI: 10.1016/j.gastrohep.2023.08.008] [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: 06/14/2023] [Revised: 08/15/2023] [Accepted: 08/21/2023] [Indexed: 08/28/2023]
Abstract
BACKGROUND AND AIMS Spontaneous ruptured hepatocellular carcinoma is an uncommon complication, and there are scarce data about non-cirrhotic patients. Tumor treatment is not standardized and the risk of peritoneal dissemination is unclear. AIM we analyzed the treatment and survival in patients with rHCC on non-cirrhotic liver. METHODS One hundred and forty-one non-cirrhotic patients with hepatocellular carcinoma diagnosed by histology were included in a multicenter prospective registry (2018-2022). Seven of them (5%) presented with hemoperitoneum due to spontaneous rupture. RESULTS Liver disease was associated in three patients (42.9%). A single nodule was detected in three cases (42.9%). One patient had vascular invasion and none extrahepatic spread. Initial hemostatic therapy and sequential treatment was individualized. Patients with single nodule were treated: resection (one case) with recurrence at 4 months treated with TACE and sorafenib. TACE/TAE followed by surgery (two cases) one in remission 43 months later, the other had liver recurrence at 18 months and was transplanted. Patients with multiple lesions were treated: TAE/emergency surgery and subsequent systemic therapy (two cases), one received lenvatinib (1-year survival) and the other sorafenib (5-month survival). TAE and surgery with subsequent systemic therapy (one case). Initial hemostatic surgery, dying on admission (one case). No patient developed intraperitoneal metastasis. All patients with multiple lesions died by tumor. The 3-year survival rate was 42.9%. CONCLUSIONS Initial hemostasis was achieved in all patients by TAE/TACE or surgery. Subsequent treatment was individualized, based on tumor characteristics, regardless of rupture. Long-time remission could be achieved in single nodule patients.
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Affiliation(s)
| | - Sonia Pascual
- Hospital General Universitario Dr. Balmis, Alicante, Spain
| | - Laura Márquez
- Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | | | | | | | - Teresa Ferrer
- Hospital Universitario Virgen del Rocío, Sevilla, Spain
| | - Carles Aracil
- Hospital Universitario Arnau de Vilanova, Lleida, Spain
| | - Diana Horta
- Hospital Universitario Mútua de Terrassa, Barcelona, Spain
| | - Raquel Latorre
- Hospital Universitario Son Llàtzer, Palma de Mallorca, Spain
| | | | - Vanesa Bernal
- Hospital Universitario Miguel Servet, Zaragoza, Spain
| | | | | | | | - Ana Martín
- Hospital Universitario Doce de Octubre, Madrid, Spain
| | | | | | - Sonia Blanco
- Hospital Universitario de Basurto, Bilbao, Spain
| | | | | | | | | | - Ana Matilla
- Hospital General Universitario Gregorio Marañón, Madrid, Spain
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Gon H, Komatsu S, Soyama H, Tanaka M, Fukushima K, Urade T, So S, Yoshida T, Arai K, Ishida J, Nanno Y, Tsugawa D, Yanagimoto H, Toyama H, Kido M, Fukumoto T. Impact of bile leak on the prognosis of patients with hepatocellular carcinoma who have undergone liver resection. Langenbecks Arch Surg 2024; 409:233. [PMID: 39078441 DOI: 10.1007/s00423-024-03430-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2024] [Accepted: 07/23/2024] [Indexed: 07/31/2024]
Abstract
PURPOSE The impact of postoperative bile leak on the prognosis of patients with hepatocellular carcinoma who underwent liver resection is controversial. This study aimed to investigate the prognostic impact of bile leak for patients with hepatocellular carcinoma who underwent liver resection. METHODS Patients with hepatocellular carcinoma who underwent liver resection between 2009 and 2019 at Kobe University Hospital and Hyogo Cancer Center were included. After propensity score matching between the bile leak and no bile leak groups, differences in 5-year recurrence-free and overall survival rates were evaluated using the Kaplan-Meier method. RESULTS A total of 781 patients, including 43 with postoperative bile leak, were analyzed. In the matched cohort, 40 patients were included in each group. The 5-year recurrence-free survival rates after liver resection were 35% and 32% for the bile leak and no bile leak groups, respectively (P = 0.857). The 5-year overall survival rates were 44% and 54% for the bile leak and no bile leak groups, respectively (P = 0.216). CONCLUSION Overall, bile leak may not have a profound negative impact on the prognosis of patients with hepatocellular carcinoma who have undergone liver resection.
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Affiliation(s)
- Hidetoshi Gon
- Department of Surgery, Division of Hepato-Biliary-Pancreatic Surgery, Kobe University Graduate School of Medicine, 7-5-2 Kusunoki-cho, Chuo-ku, Kobe, 650-0017, Japan.
| | - Shohei Komatsu
- Department of Surgery, Division of Hepato-Biliary-Pancreatic Surgery, Kobe University Graduate School of Medicine, 7-5-2 Kusunoki-cho, Chuo-ku, Kobe, 650-0017, Japan
| | - Hirotoshi Soyama
- Department of Surgery, Hyogo Cancer Center, 13-70 Kitaoji-cho, Akashi, 673-8558, Japan
| | - Motofumi Tanaka
- Department of Surgery, Hyogo Cancer Center, 13-70 Kitaoji-cho, Akashi, 673-8558, Japan
| | - Kenji Fukushima
- Department of Surgery, Division of Hepato-Biliary-Pancreatic Surgery, Kobe University Graduate School of Medicine, 7-5-2 Kusunoki-cho, Chuo-ku, Kobe, 650-0017, Japan
| | - Takeshi Urade
- Department of Surgery, Division of Hepato-Biliary-Pancreatic Surgery, Kobe University Graduate School of Medicine, 7-5-2 Kusunoki-cho, Chuo-ku, Kobe, 650-0017, Japan
| | - Shinichi So
- Department of Surgery, Division of Hepato-Biliary-Pancreatic Surgery, Kobe University Graduate School of Medicine, 7-5-2 Kusunoki-cho, Chuo-ku, Kobe, 650-0017, Japan
| | - Toshihiko Yoshida
- Department of Surgery, Division of Hepato-Biliary-Pancreatic Surgery, Kobe University Graduate School of Medicine, 7-5-2 Kusunoki-cho, Chuo-ku, Kobe, 650-0017, Japan
| | - Keisuke Arai
- Department of Surgery, Division of Hepato-Biliary-Pancreatic Surgery, Kobe University Graduate School of Medicine, 7-5-2 Kusunoki-cho, Chuo-ku, Kobe, 650-0017, Japan
| | - Jun Ishida
- Department of Surgery, Division of Hepato-Biliary-Pancreatic Surgery, Kobe University Graduate School of Medicine, 7-5-2 Kusunoki-cho, Chuo-ku, Kobe, 650-0017, Japan
| | - Yoshihide Nanno
- Department of Surgery, Division of Hepato-Biliary-Pancreatic Surgery, Kobe University Graduate School of Medicine, 7-5-2 Kusunoki-cho, Chuo-ku, Kobe, 650-0017, Japan
| | - Daisuke Tsugawa
- Department of Surgery, Division of Hepato-Biliary-Pancreatic Surgery, Kobe University Graduate School of Medicine, 7-5-2 Kusunoki-cho, Chuo-ku, Kobe, 650-0017, Japan
| | - Hiroaki Yanagimoto
- Department of Surgery, Division of Hepato-Biliary-Pancreatic Surgery, Kobe University Graduate School of Medicine, 7-5-2 Kusunoki-cho, Chuo-ku, Kobe, 650-0017, Japan
| | - Hirochika Toyama
- Department of Surgery, Division of Hepato-Biliary-Pancreatic Surgery, Kobe University Graduate School of Medicine, 7-5-2 Kusunoki-cho, Chuo-ku, Kobe, 650-0017, Japan
| | - Masahiro Kido
- Department of Surgery, Division of Hepato-Biliary-Pancreatic Surgery, Kobe University Graduate School of Medicine, 7-5-2 Kusunoki-cho, Chuo-ku, Kobe, 650-0017, Japan
| | - Takumi Fukumoto
- Department of Surgery, Division of Hepato-Biliary-Pancreatic Surgery, Kobe University Graduate School of Medicine, 7-5-2 Kusunoki-cho, Chuo-ku, Kobe, 650-0017, Japan
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Rossignol J, Canioni D, Aouba A, Bulai-Livideanu C, Barete S, Lancesseur C, Polivka L, Madrange M, Ballul T, Neuraz A, Greco C, Agopian J, Brenet F, Dubreuil P, Lemal R, Tournilhac O, Terriou L, Launay D, Bouillet L, Gourguechon C, Frenzel L, Meni C, Gaudy-Marqueste C, Gousseff M, Le Mouel E, Hamidou M, Neel A, Ranta D, Jaussaud R, Guilpain P, Molina TJ, Bruneau J, Lhermitte L, Garcelon N, Javier RM, Pelletier F, Castelain F, Retornaz F, Cabrera Q, Zunic P, Gourin MP, Wierzbicka-Hainaut E, Viallard JF, Lavigne C, Hoarau C, Durieu I, Heiblig M, Dimicoli-Salazar S, Torregrosa-Diaz JM, Soria A, Arock M, Lortholary O, Bodemer C, Pol S, Mallet V, Hermine O, Damaj G. Histological characterization of liver involvement in systemic mastocytosis. Liver Int 2024; 44:1680-1688. [PMID: 38554045 DOI: 10.1111/liv.15913] [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: 12/16/2023] [Revised: 03/11/2024] [Accepted: 03/14/2024] [Indexed: 04/01/2024]
Abstract
BACKGROUND AND AIMS Systemic mastocytosis (SM) is characterized by the accumulation of atypical mast cells (MCs) in organs. Liver histology of SM has been marginally described and accurate histological classification is critical, given the consequences of aggressive SM diagnosis. We aimed to describe the histological features associated with liver SM using updated tools. METHODS Using the database of the French Reference Centre for Mastocytosis, we retrospectively identified patients with a liver biopsy (LB) and a diagnosis of SM. All LB procedures were performed according to the local physician in charge and centrally reviewed by an expert pathologist. RESULTS A total of 28 patients were included: 6 had indolent SM, 9 had aggressive SM, and 13 had SM with an associated hematologic neoplasm. Twenty-five (89%) patients presented hepatomegaly, and 19 (68%) had portal hypertension. The LB frequently showed slight sinusoid dilatation (82%). Fibrosis was observed in 3/6 indolent SM and in almost all advanced SM cases (21/22), but none of them showed cirrhosis. A high MC burden (>50 MCs/high-power field) was correlated with elevated blood alkaline phosphatase levels (p = .030). The presence of portal hypertension was associated with a higher mean fibrosis grade (1.6 vs. 0.8 in its absence; p = .026). In advanced SM, the presence of nodular regenerative hyperplasia (NRH) was associated with decreased overall survival (9.5 vs. 46.3 months, p = .002). CONCLUSIONS MC infiltration induced polymorphic hepatic lesions and the degree of fibrosis is associated with portal hypertension. NRH identifies a poor prognosis subgroup of patients with advanced SM. Assessing liver histology can aid in SM prognostic evaluation.
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Affiliation(s)
- Julien Rossignol
- CEREMAST, Imagine Institute, INSERM U1163, AP-HP, Necker Children's Hospital, Paris Centre University, Paris, France
| | - Danielle Canioni
- CEREMAST, Department of Pathology, Necker Children's Hospital, AP-HP, Paris Centre University, Paris, France
| | - Achille Aouba
- Department of Internal Medicine, Normandy University School of Medicine, Caen, France
| | | | - Stéphane Barete
- CEREMAST, Dermatology Department, Pitié-Salpêtrière Hospital, AP-HP, Paris, France
| | - Charles Lancesseur
- CEREMAST, Hematology Institute, Normandy University School of Medicine, Caen, France
| | - Laura Polivka
- CEREMAST, Imagine Institute, INSERM U1163, AP-HP, Necker Children's Hospital, Paris Centre University, Paris, France
| | - Marine Madrange
- CEREMAST, Imagine Institute, INSERM U1163, AP-HP, Necker Children's Hospital, Paris Centre University, Paris, France
| | - Thomas Ballul
- CEREMAST, Imagine Institute, INSERM U1163, AP-HP, Necker Children's Hospital, Paris Centre University, Paris, France
| | - Antoine Neuraz
- Department of Bioinformatics, Necker Children's Hospital, AP-HP, Paris Centre University, Imagine Institute, INSERM U1163, Paris, France
| | - Celine Greco
- CEREMAST, Imagine Institute, INSERM U1163, AP-HP, Necker Children's Hospital, Paris Centre University, Paris, France
| | - Julie Agopian
- Centre de Recherche en Cancérologie de Marseille, INSERM U1068, Marseille, France
- Association Française pour les Initiatives de Recherche sur le Mastocyte et les Mastocytoses (AFIRMM), Marseille, France
| | - Fabienne Brenet
- Centre de Recherche en Cancérologie de Marseille, INSERM U1068, Marseille, France
- Association Française pour les Initiatives de Recherche sur le Mastocyte et les Mastocytoses (AFIRMM), Marseille, France
| | - Patrice Dubreuil
- Centre de Recherche en Cancérologie de Marseille, INSERM U1068, Marseille, France
- Association Française pour les Initiatives de Recherche sur le Mastocyte et les Mastocytoses (AFIRMM), Marseille, France
| | - Richard Lemal
- Histocompatibility Laboratory, EA 7453-Université Clermont Auvergne, CHU de Clermont-Ferrand, Clermont-Ferrand, France
| | - Olivier Tournilhac
- CEREMAST, Adult Clinical Hematology, CHU Clermont-Ferrand, INSERM CIC501, EA 7453 - Clermont Auvergne University, Clermont-Ferrand, France
| | - Louis Terriou
- CEREMAST, Department of Internal Medicine and Clinical Immunology, CHU Lille, Lille, France
| | - David Launay
- CEREMAST, Department of Internal Medicine and Clinical Immunology, CHU Lille, Lille, France
- Lille University, INSERM U1286 INFINITE, CHU Lille, Lille, France
| | - Laurence Bouillet
- CEREMAST, Clinical Immunology/Internal Medicine Department, National Reference Center for Angioedema, Grenoble University Hospital, Grenoble, France
| | | | - Laurent Frenzel
- CEREMAST, Imagine Institute, INSERM U1163, AP-HP, Necker Children's Hospital, Paris Centre University, Paris, France
| | - Cécile Meni
- CEREMAST, Imagine Institute, INSERM U1163, AP-HP, Necker Children's Hospital, Paris Centre University, Paris, France
| | | | - Marie Gousseff
- Department of Internal Medicine, Centre Hospitalier Bretagne Atlantique, Vannes, France
| | - Edwige Le Mouel
- CEREMAST, Department of Internal Medicine and Clinical Immunology, Rennes University Hospital, Rennes, France
| | - Mohamed Hamidou
- CEREMAST, Department of Internal Medicine, Hôtel-Dieu University Hospital, Nantes, France
| | - Antoine Neel
- CEREMAST, Department of Internal Medicine, Hôtel-Dieu University Hospital, Nantes, France
| | - Dana Ranta
- Department of Hematology, Nancy University Hospital, Nancy, France
| | - Roland Jaussaud
- Department of Internal Medicine and Clinical Immunology, Nancy University Hospital, Vandoeuvre-lès-Nancy, France
| | - Philippe Guilpain
- CEREMAST, Department of Internal Medicine-Multi-organ Diseases, Saint-Eloi University Hospital, Montpellier University, Montpellier, France
| | - Thierry J Molina
- CEREMAST, Department of Pathology, Necker Children's Hospital, AP-HP, Paris Centre University, Paris, France
| | - Julie Bruneau
- CEREMAST, Department of Pathology, Necker Children's Hospital, AP-HP, Paris Centre University, Paris, France
| | - Ludovic Lhermitte
- CEREMAST, Laboratory of Onco-Hematology, Necker Children's Hospital, APHP, Paris, France
| | - Nicolas Garcelon
- Paris Centre University, Imagine Institute, Data Science Platform, INSERM UMR 1163, Paris, France
| | - Rose-Marie Javier
- CEREMAST, Department of Rheumatology, Strasbourg University Hospital, Strasbourg, France
| | - Fabien Pelletier
- CEREMAST, Department of Dermatology, Allergology Unit, University Hospital of Besançon, Besançon, France
| | - Florence Castelain
- CEREMAST, Department of Dermatology, Allergology Unit, University Hospital of Besançon, Besançon, France
| | - Frederique Retornaz
- Unité de soins et de recherche en médecine interne et maladies infectieuses, European Hospital, Marseille, France
| | - Quentin Cabrera
- Department of Haematology, Sud Reunion University Hospital, Saint Pierre, La Réunion, France
| | - Patricia Zunic
- Department of Haematology, Sud Reunion University Hospital, Saint Pierre, La Réunion, France
| | | | | | - Jean François Viallard
- Department of Internal Medicine and Infectious Diseases, Haut-Lévêque Hospital, CHRU Bordeaux, Bordeaux University, Bordeaux, France
| | - Christian Lavigne
- CEREMAST, Department of Internal Medicine and Clinical Immunology, University Hospital, Angers, France
| | - Cyrille Hoarau
- CEREMAST, Service d'Immunologie Clinique et d'Allergologie, Centre Hospitalier Régional Universitaire, Tours, France
| | - Isabelle Durieu
- CEREMAST, Department of Internal Medicine, Adult Cystic Fibrosis Care Center, Hospices Civils de Lyon, Lyon, France
| | - Maël Heiblig
- CEREMAST, Department of Hematology, Lyon-Sud Hospital, Hospices Civils de Lyon, Pierre-Bénite, France
| | | | | | - Angèle Soria
- CEREMAST, Department of Dermatology and Allergy, Tenon Hospital, Sorbonne University, Paris, France
| | - Michel Arock
- CEREMAST, Laboratory of Hematology, Pitié-Salpêtrière Hospital, AP-HP, Paris, France
| | - Olivier Lortholary
- CEREMAST, Imagine Institute, INSERM U1163, AP-HP, Necker Children's Hospital, Paris Centre University, Paris, France
- Infectious and Tropical Diseases Department, Necker-Pasteur Infectiology Center, AP-HP, Necker Children's Hospital, Paris Centre University, Paris, France
| | - Christine Bodemer
- CEREMAST, Imagine Institute, INSERM U1163, AP-HP, Necker Children's Hospital, Paris Centre University, Paris, France
| | - Stanislas Pol
- AP-HP.Centre Université Paris Centre, Groupe Hospitalier Cochin Port Royal, DMU Cancérologie et spécialités médico-chirurgicales, Service d'Hépatologie, Paris, France
| | - Vincent Mallet
- AP-HP.Centre Université Paris Centre, Groupe Hospitalier Cochin Port Royal, DMU Cancérologie et spécialités médico-chirurgicales, Service d'Hépatologie, Paris, France
| | - Olivier Hermine
- CEREMAST, Imagine Institute, INSERM U1163, AP-HP, Necker Children's Hospital, Paris Centre University, Paris, France
| | - Ghandi Damaj
- CEREMAST, Hematology Institute, Normandy University School of Medicine, Caen, France
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Stoelinga AE, Biewenga M, Drenth JP, Verhelst X, van der Meer AJ, de Boer YS, Bouma G, de Vries ES, Verdonk RC, van der Berg AP, Brouwer JT, Vanwolleghem T, Lammers W, Beuers U, Sarasqueta AF, Verheij J, Roskams T, Crobach S, Tushuizen ME, van Hoek B. Diagnostic criteria and long-term outcomes in AIH-PBC variant syndrome under combination therapy. JHEP Rep 2024; 6:101088. [PMID: 38974367 PMCID: PMC11225825 DOI: 10.1016/j.jhepr.2024.101088] [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: 11/17/2023] [Revised: 03/22/2024] [Accepted: 03/27/2024] [Indexed: 07/09/2024] Open
Abstract
Background & Aims Autoimmune hepatitis (AIH) and primary biliary cholangitis (PBC) can co-exist in AIH-PBC, requiring combined treatment with immunosuppression and ursodeoxycholic acid (UDCA). The Paris criteria are commonly used to identify these patients; however, the optimal diagnostic criteria are unknown. We aimed to evaluate the use and clinical relevance of both Paris and Zhang criteria. Methods Eighty-three patients with a clinical suspicion of AIH-PBC who were treated with combination therapy were included. Histology was re-evaluated. Characteristics and long-term outcomes were retrospectively compared to patients with AIH and PBC. Results Seventeen (24%) patients treated with combination therapy fulfilled the Paris criteria. Fifty-two patients (70%) fulfilled the Zhang criteria. Patients who met Paris and Zhang criteria more often had inflammation and fibrosis on histology compared to patients only meeting the Zhang criteria. Ten-year liver transplant (LT)-free survival was 87.3% (95% CI 78.9-95.7%) in patients with AIH-PBC. This did not differ in patients in or outside the Paris or Zhang criteria (p = 0.46 and p = 0.40, respectively) or from AIH (p = 0.086). LT-free survival was significantly lower in patients with PBC and severe hepatic inflammation - not receiving immunosuppression - compared to those with AIH-PBC (65%; 95% CI 52.2-77.8% vs. 87%; 95% CI 83.2-90.8%; hazard ratio 0.52; p = 0.043). Conclusions In this study, patients with AIH-PBC outside Paris or Zhang criteria were frequently labeled as having AIH-PBC and were successfully treated with combination therapy with similar outcomes. LT-free survival was worse in patients with PBC and hepatic inflammation than in those treated as having AIH-PBC. More patients may benefit from combination therapy. Impact and implications This study demonstrated that patients with AIH-PBC variant syndrome treated with combined therapy consisting of immunosuppressants and ursodeoxycholic acid often do not fulfill the Paris criteria. They do however have comparable response to therapy and long-term outcomes as patients who do fulfill the diagnostic criteria. Additionally, patients with PBC and additional signs of hepatic inflammation have poorer long-term outcomes compared to patients treated as having AIH-PBC. These results implicate that a larger group of patients with features of both AIH and PBC may benefit from combined treatment. With our results, we call for improved consensus among experts in the field on the diagnosis and management of AIH-PBC variant syndrome.
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Affiliation(s)
- Anna E.C. Stoelinga
- Department of Gastroenterology and Hepatology, Leiden University Medical Centre, Leiden, the Netherlands
| | - Maaike Biewenga
- Department of Gastroenterology and Hepatology, Leiden University Medical Centre, Leiden, the Netherlands
| | - Joost P.H. Drenth
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centre – location VUmc, Amsterdam, the Netherlands
- European Reference Network RARE-LIVER, Germany
| | - Xavier Verhelst
- Department of Gastroenterology and Hepatology, UZ Gent, Gent, Belgium
- European Reference Network RARE-LIVER, Germany
| | - Adriaan J.P. van der Meer
- Department of Gastroenterology and Hepatology, Erasmus Medical Centre, Rotterdam, the Netherlands
- European Reference Network RARE-LIVER, Germany
| | - Ynto S. de Boer
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centre – location VUmc, Amsterdam, the Netherlands
- European Reference Network RARE-LIVER, Germany
| | - Gerd Bouma
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centre – location VUmc, Amsterdam, the Netherlands
- European Reference Network RARE-LIVER, Germany
| | - Elsemieke S. de Vries
- Department of Gastroenterology and Hepatology, Isala clinics, Zwolle, the Netherlands
| | - Robert C. Verdonk
- Department of Gastroenterology and Hepatology, Sint Antonius hospital, Nieuwegein, the Netherlands
| | - Aad P. van der Berg
- Department of Gastroenterology and Hepatology, University Medical Centre Groningen, Groningen, the Netherlands
- European Reference Network RARE-LIVER, Germany
| | - Johannes T. Brouwer
- Department of Gastroenterology and Hepatology, Reinier de Graaf Gasthuis, Delft, the Netherlands
| | - Thomas Vanwolleghem
- Department of Gastroenterology and Hepatology, UZ Antwerpen, Antwerpen, Belgium
- European Reference Network RARE-LIVER, Germany
| | - Wim Lammers
- Department of Gastroenterology and Hepatology, Erasmus Medical Centre, Rotterdam, the Netherlands
- European Reference Network RARE-LIVER, Germany
| | - Ulrich Beuers
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centre – location AMC, Amsterdam, the Netherlands
- European Reference Network RARE-LIVER, Germany
| | - Arantza Farina Sarasqueta
- Department of Pathology, Amsterdam University Medical Centre – location AMC, Amsterdam, the Netherlands
| | - Joanne Verheij
- Department of Pathology, Amsterdam University Medical Centre – location AMC, Amsterdam, the Netherlands
| | | | - Stijn Crobach
- Department of Pathology, Leiden University Medical Centre, Leiden, the Netherlands
| | - Maarten E. Tushuizen
- Department of Gastroenterology and Hepatology, Leiden University Medical Centre, Leiden, the Netherlands
| | - Bart van Hoek
- Department of Gastroenterology and Hepatology, Leiden University Medical Centre, Leiden, the Netherlands
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Zeng S, Liu Z, Ke B, Zhang Y, Wang Q, Tan S. The non-invasive serum biomarkers contributes to indicate liver fibrosis staging and evaluate the progress of chronic hepatitis B. BMC Infect Dis 2024; 24:638. [PMID: 38926648 PMCID: PMC11201783 DOI: 10.1186/s12879-024-09465-z] [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: 01/02/2024] [Accepted: 06/03/2024] [Indexed: 06/28/2024] Open
Abstract
BACKGROUND This study aimed to evaluate the diagnostic abilities of the non-invasive serum biomarkers to predict liver fibrosis staging and evaluate the progress of hepatitis B. METHODS We enrolled 433 patients with chronic HBV infection had complete medical data available for the study, who underwent percutaneous liver biopsy. The extent of fibrosis was assessed using the modified METAVIR score. The predictive values of the non-invasive serum biomarkers were evaluated by the areas under the receiving operator characteristics curves (AUROCs) with 95% confidence intervals. RESULTS The proportion of males with progressive stages of liver fibrosis was relatively larger, and the average age of patients with cirrhosis stages is older than the non-cirrhotic stages. We found PLT, GGT, ALP, TB, FIB4 and GPR to be significantly associated with liver fibrosis in our cohort. GGT showed a sensitivity of 71.4% and specificity of 76.7% in distinguishing cirrhosis (F4) from non-cirrhotic stages (F1-3), with an AUROC of 0.775 (95%CI 0.711-0.840).The AUROCs of the GPR in distinguishing cirrhosis (F4) from non-cirrhotic stages (F1-3) was 0.794 (95%CI 0.734-0.853), but it had a lower sensitivity of 59.2%. Additionally, GGT, FIB4, and GPR could differentiate advanced fibrosis (F3-4) from non-advanced fibrosis (F1-2) among individuals with chronic hepatitis B, with AUROCs of 0.723 (95%CI 0.668-0.777), 0.729 (95%CI 0.675-0.782), and 0.760 (95%CI: 0.709-0.811) respectively. CONCLUSIONS GGT was a better biomarker to distinguish cirrhosis (F4) from non-cirrhotic stages (F1-3), while GPR was a better biomarker to identify advanced fibrosis (F3-4) and non-advanced fibrosis (F1-2) in patients with chronic hepatitis B.
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Affiliation(s)
- Shaoxiong Zeng
- Department of Gastroenterology, The Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, Guangdong Province, 510630, China
- Department of Gastroenterology, Huazhong University of Science and Technology Union Shenzhen Hospital (Nanshan Hospital), Shenzhen, Guangdong Province, 518052, China
| | - Zhenzhen Liu
- Department of Radiology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong Province, 510630, China
| | - Bilun Ke
- Department of Gastroenterology, The Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, Guangdong Province, 510630, China
| | - Yiwang Zhang
- Department of Pathology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong Province, 510630, China
| | - Qian Wang
- Department of Gastroenterology, The Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, Guangdong Province, 510630, China
| | - Siwei Tan
- Department of Gastroenterology, The Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, Guangdong Province, 510630, China.
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Maroto-García J, Moreno Álvarez A, Sanz de Pedro MP, Buño-Soto A, González Á. Serum biomarkers for liver fibrosis assessment. ADVANCES IN LABORATORY MEDICINE 2024; 5:115-130. [PMID: 38939201 PMCID: PMC11206202 DOI: 10.1515/almed-2023-0081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 10/12/2023] [Indexed: 06/29/2024]
Abstract
Liver fibrosis is the result of chronic liver injury of different etiologies produced by an imbalance between the synthesis and degeneration of the extracellular matrix and dysregulation of physiological mechanisms. Liver has a high regenerative capacity in the early stage of chronic diseases so a prompt liver fibrosis detection is important. Consequently, an easy and economic tool that could identify patients with liver fibrosis at the initial stages is needed. To achieve this, many non-invasive serum direct, such as hyaluronic acid or metalloproteases, and indirect biomarkers have been proposed to evaluate liver fibrosis. Also, there have been developed formulas that combine these biomarkers, some of them also introduce clinical and/or demographic parameters, like FIB-4, non-alcoholic fatty liver disease fibrosis score (NFS), enhance liver fibrosis (ELF) or Hepamet fibrosis score (HFS). In this manuscript we critically reviewed different serum biomarkers and formulas for their utility in the diagnosis and progression of liver fibrosis.
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Affiliation(s)
| | - Ana Moreno Álvarez
- Biochemistry Department, Clínica Universidad de Navarra, Pamplona, Spain
| | | | - Antonio Buño-Soto
- Laboratory Medicine Department, Hospital Universitario La Paz, Madrid, Spain
- Hospital La Paz Institute for Health Research (IdiPaz), Madrid, Spain
| | - Álvaro González
- Biochemistry Department, Clínica Universidad de Navarra, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
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Maroto-García J, Moreno-Álvarez A, Sanz de Pedro MP, Buño-Soto A, González Á. Biomarcadores séricos para la evaluación de la fibrosis hepática. ADVANCES IN LABORATORY MEDICINE 2024; 5:131-147. [PMID: 38939202 PMCID: PMC11206201 DOI: 10.1515/almed-2023-0172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 10/12/2023] [Indexed: 06/29/2024]
Abstract
La fibrosis hepática se desarrolla como respuesta a la presencia de daño hepático crónico de diferentes etiologías, provocando un desequilibrio entre la síntesis y degeneración de la matriz extracelular y la desregulación de diversos mecanismos fisiológicos. En los estadios iniciales de las patologías crónicas, el hígado posee una elevada capacidad de regeneración, por lo que la detección temprana de la fibrosis hepática resulta esencial. En este contexto, es preciso contar con herramientas sencillas y económicas que permitan detectar la fibrosis hepática en sus fases iniciales. Para evaluar la fibrosis hepática, se han propuesto multitud de biomarcadores séricos no invasivos, tanto directos, como el ácido hialurónico o las metaloproteasas, como indirectos. Así mismo, se han desarrollado diversas fórmulas que combinan dichos biomarcadores junto con parámetros demográficos, como el índice FIB-4, el índice de fibrosis en la enfermedad de hígado graso no alcohólico (NFS, por sus siglas en inglés), la prueba ELF o el score de fibrosis Hepamet (HFS, por sus siglas en inglés). En el presente manuscrito, realizamos una revisión crítica del valor diagnóstico y pronóstico de los diferentes biomarcadores séricos y fórmulas actualmente existentes.
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Affiliation(s)
- Julia Maroto-García
- Departamento de Bioquímica, Clínica Universidad de Navarra, Pamplona, España
| | - Ana Moreno-Álvarez
- Departamento de Bioquímica, Clínica Universidad de Navarra, Pamplona, España
| | | | - Antonio Buño-Soto
- Departamento de Análisis Clínicos, Hospital Universitario La Paz, Madrid, España
- Instituto de investigación en salud del Hospital La (IdiPaz), Madrid, España
| | - Álvaro González
- Departamento de Bioquímica, Clínica Universidad de Navarra, Pamplona, España
- Instituto Navarro de investigación en salud (IdiSNA), Pamplona, España
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Ma Y, Ping D, Huang K, Tao Y, Peng Y, Sun X, Liu C. Lower NKG2D expression in hepatic natural killer cells predicts poorer prognosis for chronic hepatitis B patients with cirrhosis. Hum Immunol 2024; 85:110775. [PMID: 38493049 DOI: 10.1016/j.humimm.2024.110775] [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: 10/17/2023] [Revised: 03/06/2024] [Accepted: 03/06/2024] [Indexed: 03/18/2024]
Abstract
OBJECTIVE Natural killer cells (NK) acts a central player of the immune system in liver cirrhosis. The aim of this study was to examine the expression of activating intra-hepatic NK cell group 2D (NKG2D) in patients with chronic hepatitis B (CHB) and analyzed the correlation between NKG2D expression and prognosis of liver cirrhosis in these patients. METHODS This was a cross-section study. Subjects with liver biopsy or sponge hemangioma surgery were included. The primary outcome was the NKG2D expression on intra-hepatic NK cells and their subtype cells in patients with CHB-related liver cirrhosis. Subsequently, the correlation of expression of NKG2D and clinical characteristic indicators were assayed RESULTS: Among 38 subjects, 11 (28.95%) normal liver sections adjacent the sponge hemangioma (healthy group) were collected during surgery, and 27 (71.05%) CHB-cirrhosis tissues (Cirrhosis group) were preserved after liver biopsy. Compared with healthy group, sections from cirrhosis group revealed more severe inflammation and collagen deposition and lower NKG2D expression in hepatic NK cells. The proportion of hepatic NK cells and the mean fluorescence intensity (MFI) of NKG2D on hepatic NK cells showed a positive correlation with serum albumin (Alb) level, platelet (Plt) count. Moreover, they had a significantly negative correlation with patient prothrombin time (PT), international standardized ratio (INR), the sirius red positive stained area and fibrosis stages. CONCLUSIONS Lower NKG2D expression in intra-hepatic NK cells may be predictive of poorer prognosis of CHB patients with cirrhosis.
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Affiliation(s)
- Yangqing Ma
- Institute of Liver Diseases, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, 528, Zhangheng Road, Shanghai 201203, PR China
| | - Dabing Ping
- Institute of Liver Diseases, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, 528, Zhangheng Road, Shanghai 201203, PR China
| | - Kai Huang
- Shanghai Key Laboratory of Traditional Chinese Clinical Medicine, 528, Zhangheng Road, Shanghai 201203, PR China
| | - Yanyan Tao
- Institute of Liver Diseases, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, 528, Zhangheng Road, Shanghai 201203, PR China
| | - Yuan Peng
- Institute of Liver Diseases, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, 528, Zhangheng Road, Shanghai 201203, PR China.
| | - Xin Sun
- Shanghai Key Laboratory of Traditional Chinese Clinical Medicine, 528, Zhangheng Road, Shanghai 201203, PR China.
| | - Chenghai Liu
- Institute of Liver Diseases, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, 528, Zhangheng Road, Shanghai 201203, PR China; Shanghai Key Laboratory of Traditional Chinese Clinical Medicine, 528, Zhangheng Road, Shanghai 201203, PR China.
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Nazarizadeh A, Banirostam T, Biglari T, Kalantarhormozi M, Chichagi F, Behnoush AH, Habibi MA, Shahidi R. Integrated neural network and evolutionary algorithm approach for liver fibrosis staging: Can artificial intelligence reduce patient costs? JGH Open 2024; 8:e13075. [PMID: 38725944 PMCID: PMC11079785 DOI: 10.1002/jgh3.13075] [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: 02/07/2023] [Revised: 10/28/2023] [Accepted: 04/18/2024] [Indexed: 05/12/2024]
Abstract
Background and Aim Staging liver fibrosis is important, and liver biopsy is the gold standard diagnostic tool. We aim to design and evaluate an artificial neural network (ANN) method by taking advantage of the Teaching Learning-Based Optimization (TLBO) algorithm for the prediction of liver fibrosis stage in blood donors and hepatitis C patients. Methods We propose a method based on a selection of machine learning classification methods including multilayer perceptron (MLP) neural network, Naive Bayesian (NB), decision tree, and deep learning. Initially, the synthetic minority oversampling technique (SMOTE) is performed to address the imbalance in the dataset. Afterward, the integration of MLP and TLBO is implemented. Results We propose a novel algorithm that reduces the number of required patient features to seven inputs. The accuracy of MLP using 12 features is 0.903, while that of the proposed MLP with TLBO is 0.891. Besides, the diagnostic accuracy of all methods, except the model designed with the Bayesian network, increases when the SMOTE balancer is applied. Conclusion The decision tree-based deep learning methods show the highest levels of accuracy with 12 features. Interestingly, with the use of TLBO and seven features, MLP reached an accuracy rate of 0.891, which is quite satisfactory when compared with those of similar studies. The proposed model provides high diagnostic accuracy, while reducing the required number of properties from the samples. The results of our study show that the recruited algorithm of our study is more straightforward, with a smaller number of required properties and similar accuracy.
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Affiliation(s)
- Ali Nazarizadeh
- Department of Computer EngineeringCentral Tehran Branch, Islamic Azad UniversityTehranIran
| | - Touraj Banirostam
- Department of Computer EngineeringCentral Tehran Branch, Islamic Azad UniversityTehranIran
| | - Taraneh Biglari
- Department of Computer EngineeringCentral Tehran Branch, Islamic Azad UniversityTehranIran
| | - Mohammadreza Kalantarhormozi
- The Persian Gulf Tropical Medicine Research CenterThe Persian Gulf Biomedical Sciences Research Institute, Bushehr University of Medical SciencesBushehrIran
| | - Fatemeh Chichagi
- Students' Scientific Research Center (SSRC)Tehran University of Medical SciencesTehranIran
| | - Amir H Behnoush
- Non–Communicable Diseases Research CenterEndocrinology and Metabolism Population Sciences Institute, Tehran University of Medical SciencesTehranIran
| | - Mohammad A Habibi
- Clinical Research Development CenterShahid Beheshti Hospital, Qom University of Medical SciencesQomIran
| | - Ramin Shahidi
- School of MedicineBushehr University of Medical SciencesBushehrIran
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Rao W, Fang XH, Zhao Y, Wang Y, Zhang B, Wei Z, Kong X, Cai JZ, Yang G, Xie M. Clinical value of [ 18F]AlF-NOTA-FAPI-04 PET/CT for assessing early-stage liver fibrosis in adult liver transplantation recipients compared with chronic HBV patients. Jpn J Radiol 2024; 42:536-545. [PMID: 38316724 DOI: 10.1007/s11604-024-01528-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 01/03/2024] [Indexed: 02/07/2024]
Abstract
AIMS To investigate the clinical value and performance of [18F]AlF-NOTA-FAPI-04 PET/CT in assessing early-stage liver fibrosis in liver transplantation (LT) recipients. METHODS A prospective study including 17 LT recipients and 12 chronic Hepatitis B (CHB) patients was conducted. All patients received liver biopsy, transient elastography (TE), and [18F]AlF-NOTA-FAPI-04 PET/CT. On [18F]AlF-NOTA-FAPI-04 PET/CT scans, the liver parenchyma's maximum standardized uptake values (SUVmax) were measured. The receiver operating characteristic (ROC) curve analysis was applied to determine the diagnostic efficacy of [18F]AlF-NOTA-FAPI-04 PET/CT in early-stage liver fibrosis (S1-S2) compared with the diagnostic performance of TE. RESULTS Among those 29 patients enrolled in this study, 15(51.7%) had fibrosis S0, 10(34.5%) had S1, and 4(13.8%) had S2, respectively. The SUVmax of patients with early-stage liver fibrosis was significantly higher than those without liver fibrosis in LT recipients and CHB patients (P = 0.004, P = 0.02). In LT recipients, a SUVmax cut-off value of 2.0 detected early-stage liver fibrosis with an AUROC of 0.92 (P = 0.006), and a liver stiffness measurements (LSM) score cut-off value of 8.2 kPa diagnosed early-stage liver fibrosis with an AUROC of 0.80 (P = 0.012). In CHB patients, a SUVmax cut-off value of 2.7 detected early-stage liver fibrosis with an AUROC of 0.94 (P < 0.001) and an LSM scores cut-off value of 8.4 kPa diagnosed early-stage liver fibrosis with an AUROC of 0.91 (P < 0.001). CONCLUSION [18F]AlF-NOTA-FAPI-04 PET/CT could be applied to evaluate early-stage liver fibrosis in LT recipients and CHB patients properly, with the potential additional advantages in monitoring and predicting complications after LT.
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Affiliation(s)
- Wei Rao
- Division of Hepatology, Liver Disease Center, The Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China
- Department of Organ Transplantation Center, The Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China
- Institute of Organ Donation and Transplantation of Qingdao University Medical College, Qingdao, 266000, Shandong, China
| | - Xiao-Han Fang
- Department of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China
| | - Youwei Zhao
- Department of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China
| | - Ye Wang
- Department of Pathology, The Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China
| | - Bei Zhang
- Department of Immunology, Medical College of Qingdao University, Qingdao, 266000, Shandong, China
| | - Zhimin Wei
- Department of Pathology, The Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China
| | - Xinjuan Kong
- Department of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China
| | - Jin-Zhen Cai
- Division of Hepatology, Liver Disease Center, The Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China
- Department of Organ Transplantation Center, The Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China
- Institute of Organ Donation and Transplantation of Qingdao University Medical College, Qingdao, 266000, Shandong, China
| | - Guangjie Yang
- Department of Nuclear Medicine, The Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China.
| | - Man Xie
- Department of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China.
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Di Stasio M, Cordopatri C, Nardi C, Busoni S, Noferini L, Colagrande S, Calistri L. Liver Biliary Function Evaluation on a 1.5T Magnetic Resonance Imaging Scan by T1 Reduction Rate Assessment Using Variable-Flip-Angle Sequences. J Comput Assist Tomogr 2024; 48:354-360. [PMID: 38346811 PMCID: PMC11882171 DOI: 10.1097/rct.0000000000001582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 11/18/2023] [Indexed: 05/16/2024]
Abstract
OBJECTIVE Magnetic resonance (MR) relaxometry is an absolute and reproducible quantitative method, compared with signal intensity for the evaluation of liver biliary function. This is obtainable by the T1 reduction rate (T1RR), as it carries a smaller systematic error than the pre/post contrast agent T1 measurement. We aimed to develop and test an MR T1 relaxometry tool tailored for the evaluation of liver T1RR after gadolinium ethoxybenzyl-diethylenetriaminepentaacetic acid administration on 1.5T MR. METHODS In vitro/vivo (liver) T1RR values with two 3D FLASH variable-flip-angle sequences were calculated by a MATLAB algorithm. In vitro measurements were done by 2 physicists, in consensus. The prospective in vivo study was approved by the local ethical committee and performed on 13 normal/26 cirrhotic livers. A supplemental test in 5 normal/5 cirrhotic livers, out of the studied series, was done to compare the results of our method (without B1 inhomogeneity correction) and those of a standardized commercial tool (with B1 inhomogeneity correction). All in vivo evaluations were performed by 2 radiologists with 7 years of experience in abdominal imaging. Open-source Java-based software ImageJ was used to draw the free-hand regions of interest on liver section and for the measurement of hepatic T1RR values. The T1RR values of each group of patients were compared to assess statistically significant differences. All statistical analyses were performed with IBM-SPSS Statistics. In vivo evaluations, the intrareader and interreader reliability was assessed by intraclass correlation coefficient. RESULTS Our method showed good accuracy in evaluating in vitro T1RR with a maximum percentage error of 9% (constant at various time points) with T1 values in the 200- to 1400-millisecond range. In vivo, a high concordance between the T1RR evaluated with the proposed method and that calculated from the standardized commercial software was verified ( P < 0.05). The median T1RRs were 74.8, 67.9, and 52.1 for the normal liver, Child-Pugh A, and Child-Pugh B cirrhotic groups, respectively. A very good agreement was found, both within intrareader and interreader reliability, with intraclass correlation coefficient values ranging from 0.88 to 0.95 and from 0.85 to 0.90, respectively. CONCLUSIONS The proposed method allowed accurate reliable in vitro/vivo T1RR assessment evaluation of the liver biliary function after gadolinium ethoxybenzyl-diethylenetriaminepentaacetic acid administration.
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Affiliation(s)
- Marco Di Stasio
- From the Department of Experimental and Clinical Biomedical Sciences, University of Florence–Azienda Ospedaliero-Universitaria Careggi
| | - Cesare Cordopatri
- From the Department of Experimental and Clinical Biomedical Sciences, University of Florence–Azienda Ospedaliero-Universitaria Careggi
| | - Cosimo Nardi
- From the Department of Experimental and Clinical Biomedical Sciences, University of Florence–Azienda Ospedaliero-Universitaria Careggi
| | - Simone Busoni
- Department of Health Physics, UOC Fisica Sanitaria, Azienda Ospedaliero–Universitaria Careggi, Florence, Italy
| | - Linhsia Noferini
- Department of Health Physics, UOC Fisica Sanitaria, Azienda Ospedaliero–Universitaria Careggi, Florence, Italy
| | - Stefano Colagrande
- From the Department of Experimental and Clinical Biomedical Sciences, University of Florence–Azienda Ospedaliero-Universitaria Careggi
| | - Linda Calistri
- From the Department of Experimental and Clinical Biomedical Sciences, University of Florence–Azienda Ospedaliero-Universitaria Careggi
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Schrecker C, Schulze F, Trojan J, Bechstein WO, Zeuzem S, Koch C. Diagnostic performance of non-invasive liver fibrosis scores in patients with early-intermediate hepatocellular carcinoma. J Cancer Res Clin Oncol 2024; 150:187. [PMID: 38602548 PMCID: PMC11008064 DOI: 10.1007/s00432-024-05708-3] [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: 02/10/2024] [Accepted: 03/16/2024] [Indexed: 04/12/2024]
Abstract
PURPOSE Hepatocellular carcinoma (HCC) arises in individuals with underlying liver disease. Diagnosing the degree of hepatic fibrosis helps to determine the severity of the underlying liver disease and may influence therapeutic decisions in HCC patients. Non-invasive fibrosis scores can be used to estimate the degree of fibrosis in liver disease patients, but most of these scores were developed in patients with viral hepatitis and without HCC. This study explored the ability of the Fibrosis-4 Index (FIB-4), the AST/Platelet Ratio Index (APRI), and the AST/ALT ratio to diagnose or exclude advanced fibrosis (METAVIR F3/4 versus F0-2) in patients with early-intermediate, potentially resectable HCC. METHODS We retrospectively reviewed 119 patients who underwent hepatic resection for HCC at a tertiary centre (2007-2019), 75 of whom had advanced fibrosis (prevalence 63%). Histological assessment of the surgical liver specimen was used as a reference standard for the degree of fibrosis. RESULTS Overall diagnostic performance was highest for the FIB-4 Index, with an area under the receiver operating characteristic curve (AUROC) of 0.82, compared with 0.78 for APRI, and 0.56 for the AST/ALT ratio. Using established cut-off values, FIB-4 achieved a 90% positive predictive value at the higher cut-off (3.25) and a 90% negative predictive value at the lower cut-off (1.45). CONCLUSION The FIB-4 Index could reliably diagnose or exclude advanced fibrosis in patients with early-intermediate HCC, and may thus have a role in guiding therapeutic decisions in these patients.
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Affiliation(s)
- Christopher Schrecker
- Department of Medicine, Goethe University Frankfurt, University Hospital, Frankfurt am Main, Germany.
| | - Falko Schulze
- Dr. Senckenberg Institute of Pathology, Goethe University Frankfurt, University Hospital, Frankfurt am Main, Germany
| | - Jörg Trojan
- Department of Medicine, Goethe University Frankfurt, University Hospital, Frankfurt am Main, Germany
| | - Wolf Otto Bechstein
- Department of Surgery, Goethe University Frankfurt, University Hospital, Frankfurt am Main, Germany
| | - Stefan Zeuzem
- Department of Medicine, Goethe University Frankfurt, University Hospital, Frankfurt am Main, Germany
| | - Christine Koch
- Department of Medicine, Goethe University Frankfurt, University Hospital, Frankfurt am Main, Germany.
- Frankfurt Institute of Clinical Cancer Research, Krankenhaus Nordwest, Frankfurt am Main, Germany.
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Maciel AMDA, Ferraz MLCG, Perez RDM, Brandão-Mello CE. Renal dysfunction during treatment of chronic hepatitis B with tenofovir disoproxyl fumarate and associated risk factors. Eur J Gastroenterol Hepatol 2024; 36:482-488. [PMID: 38407882 DOI: 10.1097/meg.0000000000002723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
OBJECTIVES To analyze the evolution of glomerular filtration rate (GFR) and the presence of renal tubular dysfunction during the treatment of chronic hepatitis B virus (HBV) infection with tenofovir disoproxil fumarate (TDF) and to determine the risk factors involved. METHODS Retrospective cohort observational study of adults with chronic hepatitis B. Exclusion: hepatitis C virus-HBV coinfection, diabetes, baseline GFR less than 60 ml/min. Measurements of serum and urinary creatinine and phosphate; urinary albumin, retinol-binding protein (RBP) and neutrophil gelatinase-associated lipocalin (NGAL) were performed. Univariate and multivariate analyses tracked factors associated with worsening GFR. RESULTS A total of 120 individuals were included: 35% NAÏVE (G1); 49.2% HBV using TDF (G2); 15.8% HBV-HIV using TDF (G3); 63.3% men; 60.8% white; 30% hypertensive. Average age was 50.5 years (SD ± 12.9 years). Reactive HBeAg predominated in G3 ( P < 0.001) and cirrhosis in G2 ( P < 0.036). NGAL was elevated in 5.3% of cases (G1 = 3.2%; G2 = 8.7%; G3 = 0%; P = 0.582), RBP in 6.7% (G1, G3 = 0%; G2 = 13.6%; P = 0.012), urinary phosphate/creatinine ratio in 16.2% (G1 = 15.2%; G2 = 14.5%; G3 = 23.5%; P = 0.842) and urinary albumin/creatinine ratio in 12.9% (G1 = 12.2%; G2 = 10.7%; G3 = 21.1%; P = 0.494). Worsening of renal function occurred in 22.5% of the population (G1 = 11.9%; G2 = 28.8%; G3 = 26.3%; P = 0.122), independently associated only with systemic arterial hypertension [adjusted odds ratio (AOR) = 4.14; P = 0.008], but not to TDF (AOR = 2.66; P = 0.110) or male sex (AOR = 2.39; P = 0.135). However, the concomitance of these variables generated a high estimated risk for this outcome (51%). CONCLUSIONS Renal tubular dysfunction was uncommon according to NGAL, RBP or urinary phosphate/creatinine ratio. TDF was not an independent factor for worsening renal function, significantly associated only with systemic arterial hypertension. However, in hypertensive men, the use of TDF should be monitored.
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Affiliation(s)
- Alessandra M de A Maciel
- Departamento de Hepatologia e Infectologia da Escola Paulista de Medicina (EPM) - Universidade Federal de São Paulo (UNIFESP)
- Departamento de Hepatologia do Hospital Universitário Gaffrée e Guinle (HUGG) - Universidade Federal do Estado do Rio de Janeiro (HUGG), Rio de Janeiro - RJ, Brazil
| | - Maria Lucia C G Ferraz
- Departamento de Hepatologia e Infectologia da Escola Paulista de Medicina (EPM) - Universidade Federal de São Paulo (UNIFESP)
| | - Renata de M Perez
- Departamento de Hepatologia e Infectologia da Escola Paulista de Medicina (EPM) - Universidade Federal de São Paulo (UNIFESP)
| | - Carlos Eduardo Brandão-Mello
- Departamento de Hepatologia do Hospital Universitário Gaffrée e Guinle (HUGG) - Universidade Federal do Estado do Rio de Janeiro (HUGG), Rio de Janeiro - RJ, Brazil
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Tomita H, Shimojima N, Sasaki H, Shimotakahara A, Yamada Y, Kuroda T, Nio M, Hirobe S. Predicting Cirrhosis and Poor Outcomes of Bile Drainage Surgery for Biliary Atresia: A Multicentric Observational Study in Japan. Ann Surg 2024; 279:692-698. [PMID: 37548366 DOI: 10.1097/sla.0000000000006075] [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: 08/08/2023]
Abstract
OBJECTIVE To identify patients with biliary atresia (BA) with extremely poor outcomes of bile drainage surgery using the infant BA liver fibrosis (iBALF) score, a liver fibrosis marker based on standard blood analysis. BACKGROUND Although primary liver transplantation is beginning to be considered as an alternative to bile drainage surgery in patients with BA, those most likely to benefit from this procedure have not yet been identified. METHODS The medical records of 380 patients with BA with bile drainage surgery between 2015 and 2019 were collected for retrospective analysis from 60 participating hospitals. To predict native liver survival at age 1 year, a receiver operating characteristic curve was drawn for the iBALF score. The cutoff value was determined as the point indicating >99% sensitivity. RESULTS The median age at surgery was 56 days (range: 4-183 days), and native liver survival at age 1 year was achieved in 258 (67.9%) patients. An iBALF score of 5.27 was chosen as the cutoff, and 18 patients (4.7%) were found to have an iBALF score >5.27; of these, only 2 (95% CI: 1.4%-34.7%) had native liver survival at age 1 year, indicating a significantly poorer outcome than in the other patients (95% CI: 65.7%-75.4%). Moreover, patients with an iBALF score >5.27 had significantly higher mortality and younger age at salvage liver transplantation. CONCLUSIONS Patients with BA having a preoperative iBALF score >5.27 had extremely poor outcomes of bile drainage surgery and may be considered candidates for primary LTx.
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Affiliation(s)
- Hirofumi Tomita
- Department of Surgery, Tokyo Metropolitan Children's Medical Center, Fuchu, Tokyo, Japan
| | - Naoki Shimojima
- Department of Surgery, Tokyo Metropolitan Children's Medical Center, Fuchu, Tokyo, Japan
| | - Hideyuki Sasaki
- Department of Pediatric Surgery, Tohoku University Graduate School of Medicine, Aoba-ku, Sendai, Miyagi, Japan
| | - Akihiro Shimotakahara
- Department of Surgery, Tokyo Metropolitan Children's Medical Center, Fuchu, Tokyo, Japan
| | - Yohei Yamada
- Department of Pediatric Surgery, Keio University School of Medicine, Shinjuku-ku, Tokyo, Japan
| | - Tatsuo Kuroda
- Department of Pediatric Surgery, Keio University School of Medicine, Shinjuku-ku, Tokyo, Japan
| | - Masaki Nio
- Department of Pediatric Surgery, Tohoku University Graduate School of Medicine, Aoba-ku, Sendai, Miyagi, Japan
| | - Seiichi Hirobe
- Department of Surgery, Tokyo Metropolitan Children's Medical Center, Fuchu, Tokyo, Japan
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Xiao L, Zhao H, Liu S, Dong W, Gao Y, Wang L, Huang B, Li Z. Staging liver fibrosis: comparison of radiomics model and fusion model based on multiparametric MRI in patients with chronic liver disease. Abdom Radiol (NY) 2024; 49:1165-1174. [PMID: 38219254 DOI: 10.1007/s00261-023-04142-2] [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: 09/25/2023] [Revised: 11/15/2023] [Accepted: 11/22/2023] [Indexed: 01/16/2024]
Abstract
OBJECTIVES To develop and compare radiomics model and fusion model based on multiple MR parameters for staging liver fibrosis in patients with chronic liver disease. MATERIALS AND METHODS Patients with chronic liver disease who underwent multiparametric abdominal MRI were included in this retrospective study. Multiparametric MR images were imported into 3D-Slicer software for drawing bounding boxes on MR images. By using a 3D-Slicer extension of SlicerRadiomics, radiomics features were extracted from these MR images. The z-score normalization method was used for post-processing radiomics features. The least absolute shrinkage and selection operator method (LASSO) was performed for selecting significant radiomics features. The logistic regression analysis was used for building the radiomics model. A fusion model was built by integrating serum fibrosis biomarkers of aspartate transaminase-to-platelet ratio index (APRI) and the fibrosis-4 index (FIB-4) with radiomics signatures. RESULTS In the training cohort, AUCs of radiomics and fusion model were 0.707-0.842 and 0.718-0.854 for differentiating different groups. In the testing cohort, AUCs were 0.514-0.724 and 0.609-0.728. For the training cohort, there was no significant difference of AUCs between radiomics and fusion model (p > 0.05). For the testing cohort, AUCs of fusion model were higher than those of radiomics model in differentiating F1-3 vs. F4 and F1-2 vs. F4 (p = 0.011 & 0.042). CONCLUSIONS Radiomics model and fusion model based on multiparametric MRI exhibited the feasibility for staging liver fibrosis in patients with CLD, and APRI and FIB-4 could improve the diagnostic performance of radiomics model in differentiating F1-3 vs. F4 and F1-2 vs. F4.
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Affiliation(s)
- Longyang Xiao
- Department of Radiology, The Affiliated Hospital of Qingdao University, No.59 Haier Road, Qingdao, 266000, China
| | - Haichen Zhao
- Department of Radiology, The Affiliated Hospital of Qingdao University, No.59 Haier Road, Qingdao, 266000, China
| | - Shunli Liu
- Department of Radiology, The Affiliated Hospital of Qingdao University, No.59 Haier Road, Qingdao, 266000, China
| | - Wenlu Dong
- Department of Radiology, The Affiliated Hospital of Qingdao University, No.59 Haier Road, Qingdao, 266000, China
| | - Yuanxiang Gao
- Department of Radiology, The Affiliated Hospital of Qingdao University, No.59 Haier Road, Qingdao, 266000, China
| | - Lili Wang
- Department of Pathology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Baoxiang Huang
- College of Computer Science and Technology of Qingdao University, No.308 Ningxia Road, Qingdao, 266071, China.
| | - Zhiming Li
- Department of Radiology, The Affiliated Hospital of Qingdao University, No.59 Haier Road, Qingdao, 266000, China.
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Wang J, Zhou X, Yao M, Tan W, Zhan S, Liu K, Feng Z, Yan H, Dai Y, Yuan J. Comparison and optimization of b value combinations for diffusion-weighted imaging in discriminating hepatic fibrosis. Abdom Radiol (NY) 2024; 49:1113-1121. [PMID: 38285179 DOI: 10.1007/s00261-023-04159-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 12/13/2023] [Accepted: 12/16/2023] [Indexed: 01/30/2024]
Abstract
INTRODUCTION AND OBJECTIVES Diffusion-weighted imaging (DWI) has shown potential in characterizing hepatic fibrosis. However, there are no widely accepted apparent diffusion coefficient (ADC) values for the b value combination. This study aims to determine the optimal high and low b values of DWI to assess hepatic fibrosis in patients with chronic liver disease. MATERIALS AND METHODS The prospective study included 81 patients with chronic liver disease and 21 healthy volunteers who underwent DWI, Magnetic resonance elastography (MRE), and liver biopsy. The ADC was calculated by twenty combinations of nine b values (0, 50, 100, 150, 200, 800, 1000, 1200, and 1500 s/mm2). RESULTS All ADC values of the healthy volunteers were significantly higher than those of the hepatic fibrosis group (all P < 0.01). With the progression of hepatic fibrosis, ADC values significantly decreased in b value combinations (100 and 1000 s/mm2, 150 and 1200 s/mm2, 200 and 800 s/mm2, and 200 and 1000 s/mm2). ADC values derived from b values of both 200 and 800 s/mm2 and 200 and 1000 s/mm2 were found to be more discriminative for differentiating the stages of hepatic fibrosis. An excellent correlation was between the ADC200-1000 value and MRE shear stiffness (r = - 0.750, P < 0.001). CONCLUSION DWI offers an alternative to MRE as a useful imaging marker for detecting and staging hepatic fibrosis. Clinically, ADC values for b values ranging from 200-800 s/mm2 to 200-1000 s/mm2 are recommended for the assessment of hepatic fibrosis.
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Affiliation(s)
- Jiaoyan Wang
- Department of Radiology, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, No. 528, Zhangheng Road, Pudong District, Shanghai, 201203, China
| | - Xue Zhou
- Department of Radiology, Central Hospital of Jiangjin District and Chongqing University Jiangjin Hospital, Chongqing, 402260, China
| | - Mingrong Yao
- Department of Radiology, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, No. 528, Zhangheng Road, Pudong District, Shanghai, 201203, China
| | - Wenli Tan
- Department of Radiology, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, No. 528, Zhangheng Road, Pudong District, Shanghai, 201203, China
| | - Songhua Zhan
- Department of Radiology, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, No. 528, Zhangheng Road, Pudong District, Shanghai, 201203, China
| | - Kun Liu
- Department of Pathology, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Zhen Feng
- Department of Pathology, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Huamei Yan
- Clinical Research Center, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Yongming Dai
- MR Collaboration, United Imaging Healthcare, Shanghai, 200030, China
| | - Jie Yuan
- Department of Radiology, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, No. 528, Zhangheng Road, Pudong District, Shanghai, 201203, China.
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Yu S, Vidal B, Peric M, Rosenbaum MW, Cates JMM, Gonzalez RS. Comparative histologic features among liver biopsies with biliary-pattern injury and confirmed clinical diagnoses. Hum Pathol 2024; 146:8-14. [PMID: 38479481 DOI: 10.1016/j.humpath.2024.03.003] [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: 12/21/2023] [Revised: 03/05/2024] [Accepted: 03/08/2024] [Indexed: 03/22/2024]
Abstract
Biliary-pattern injury in the liver (eg, duct injury, ductular reaction, cholestasis) can occur in several conditions, including primary biliary cholangitis (PBC), primary sclerosing cholangitis (PSC), large duct obstruction (LDO), and drug-induced liver injury (DILI). While the histologic changes in these conditions have been individually well described, distinguishing among them remains often challenging, particularly when biopsy samples are limited in size, robust clinical information is unavailable, and/or the pathologist does not feel confident in evaluating liver disease. This study evaluated histologic features that could aid the diagnosis of biliary-pattern injury on biopsy. We reviewed 121 liver biopsies from clinically confirmed cases of PBC, PSC, chronic LDO, or DILI for multiple clinical and histologic parameters. The rates of these histologic findings were then compared among different entities. Onion-skin fibrosis was seen in 14% of PSC in comparison to 0%, 5%, and 0% of PBC, DILI, and chronic LDO (P = 0.031). Florid duct lesions were identified in 21% of PBC compared to 2% of PSC and 0% of DILI and LDO (P = 0.0065). Similarly, 42% of PBC showed lobular granulomas, compared to 7% of PSC, 11% of DILI, and 33% of chronic LDO (P = 0.0001). Cholestasis was more commonly seen in DILI (42%) and chronic LDO (83%) than in PBC (4%) and PSC (16%) (P < 0.0001). Lobular chronic inflammation was found in a significantly higher percentage of PBC and LDO than of PSC and DILI (P = 0.0009). There were significantly fewer cases of PBC showing neutrophils in ductular reaction than PSC, DILI, and LDO (P = 0.0063). Histologic findings that can help suggest a diagnosis in liver biopsies with biliary-pattern injury include florid duct lesions, lobular granulomas, lack of neutrophils in ductular reaction, and lobular chronic inflammation in PBC; onion-skin fibrosis in PSC; cholestasis and feathery degeneration in DILI; and lobular granulomas, lobular chronic inflammation, cholestasis, and feathery degeneration in chronic LDO. These findings are likely most helpful when complicating factors interfere with biopsy interpretation.
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Affiliation(s)
- Sanhong Yu
- Department of Pathology, Yale School of Medicine, New Heaven, CT, USA
| | - Barbara Vidal
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Masa Peric
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Matthew W Rosenbaum
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | | | - Raul S Gonzalez
- Department of Pathology and Laboratory Medicine, Emory University Hospital, Atlanta, GA, USA.
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Seyrek S, Ayyildiz H, Bulakci M, Salmaslioglu A, Seyrek F, Gultekin B, Cavus B, Berker N, Buyuk M, Yuce S. Comparison of Fibroscan, Shear Wave Elastography, and Shear Wave Dispersion Measurements in Evaluating Fibrosis and Necroinflammation in Patients Who Underwent Liver Biopsy. Ultrasound Q 2024; 40:74-81. [PMID: 38345402 DOI: 10.1097/ruq.0000000000000677] [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: 03/05/2024]
Abstract
OBJECTIVE Our aim was to predict these stages of hepatic fibrosis and necroinflammation using measurements from two-dimensional shear wave elastography (2D-SWE), transient elastography (Fibroscan, TE), and shear wave dispersion (SWD). MATERIALS AND METHODS In this prospectively designed study, chronic liver patients with nonspecific etiology whose biopsy was performed for up to 1 week were included. Two-dimensional SWE, SWD, and TE measurements were performed. The METAVIR and F-ISHAK classification was used for histopathological evaluation. RESULTS Two-dimensional SWE and TE were considered significant for detecting hepatic fibrosis. In distinguishing ≥F2, for 2D-SWE, area under the receiver operating characteristics (AUROC) was 0.86 (confidence interval [CI], 0.75-0.96) for the cutoff value of 8.05 kPa ( P = 0.003); for TE, AUROC was 0.79 (CI, 0.65-0.94) for the cutoff value of 10.4 kPa ( P < 0.001). No significance was found for TE in distinguishing ≥F3 ( P = 0.132). However, for 2D-SWE, a cutoff value of 10.45 kPa ( P < 0.001), with AUROC = 0.87 (CI, 0.78-0.97) was determined for ≥F3. Shear wave dispersion was able to determine the presence of necroinflammation ( P = 0.016) and a cutoff value of 15.25 (meter/second)/kiloHertz ([m/s]/kHz) ( P = 0.006) and AUROC of 0.71 (CI, 0.57-0.85) were calculated for distinguishing ≥A2. In addition, a cutoff value of 17.25 (m/s)/kHz ( P = 0.023) and AUROC = 0.72 (CI, 0.51-0.93) were found to detect severe necroinflammation. The cutoff value for SWD was 15.25 (m/s)/kHz ( P = 0.013) for detecting ≥A2 in the reversible stage of fibrosis (F0, F1, and F2), and AUROC = 0.72 (CI, 0.56-0.88). CONCLUSIONS Two-dimensional SWE and TE measurements were significant in detecting the irreversible stage and the stage that should be treated in hepatic fibrosis noninvasively. Shear wave dispersion measurements were significant in detecting necroinflammation noninvasively.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Servet Yuce
- Public Health Department, Istanbul Medical Faculty, Istanbul University, Istanbul, Turkey
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Leclerc D, Christensen KE, Reagan AM, Keser V, Luan Y, Malysheva OV, Wasek B, Bottiglieri T, Caudill MA, Howell GR, Rozen R. Folate Deficiency and/or the Genetic Variant Mthfr 677C >T Can Drive Hepatic Fibrosis or Steatosis in Mice, in a Sex-Specific Manner. Mol Nutr Food Res 2024; 68:e2300355. [PMID: 38327171 DOI: 10.1002/mnfr.202300355] [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: 05/31/2023] [Revised: 11/24/2023] [Indexed: 02/09/2024]
Abstract
SCOPE Disturbances in one-carbon metabolism contribute to nonalcoholic fatty liver disease (NAFLD) which encompasses steatosis, steatohepatitis, fibrosis, and cirrhosis. The goal is to examine impact of folate deficiency and the Mthfr677C >T variant on NAFLD. METHODS AND RESULTS This study uses the new Mthfr677C >T mouse model for the human MTHFR677C >T variant. Mthfr677CC and Mthfr677TT mice were fed control diet (CD) or folate-deficient (FD) diets for 4 months. FD and Mthfr677TT alter choline/methyl metabolites in liver and/or plasma (decreased S-adenosylmethionine (SAM):S-adenosylhomocysteine (SAH) ratio, methyltetrahydrofolate, and betaine; increased homocysteine [Hcy]). FD, with contribution from Mthfr677TT, provokes fibrosis in males. Studies of normal livers reveal alterations in plasma markers and gene expression that suggest an underlying predisposition to fibrosis induced by FD and/or Mthfr677TT in males. These changes are absent or reverse in females, consistent with the sex disparity of fibrosis. Sex-based differences in methylation potential, betaine, sphingomyelin, and trimethylamine-N-oxide (TMAO) levels may prevent fibrogenesis in females. In contrast, Mthfr677TT alters choline metabolism, dysregulates expression of lipid metabolism genes, and promotes steatosis in females. CONCLUSION This study suggests that folate deficiency predisposes males to fibrosis, which is exacerbated by Mthfr677TT, whereas Mthfr677TT predisposes females to steatosis, and reveal novel contributory mechanisms for these NAFLD-related disorders.
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Affiliation(s)
- Daniel Leclerc
- Departments of Human Genetics and Pediatrics, McGill University, Research Institute of the McGill University Health Center, Montreal, Quebec, Canada
| | - Karen E Christensen
- Departments of Human Genetics and Pediatrics, McGill University, Research Institute of the McGill University Health Center, Montreal, Quebec, Canada
| | | | - Vafa Keser
- Departments of Human Genetics and Pediatrics, McGill University, Research Institute of the McGill University Health Center, Montreal, Quebec, Canada
| | - Yan Luan
- Departments of Human Genetics and Pediatrics, McGill University, Research Institute of the McGill University Health Center, Montreal, Quebec, Canada
| | - Olga V Malysheva
- Division of Nutritional Sciences and Genomics, Cornell University, Ithaca, NY, USA
| | - Brandi Wasek
- Center of Metabolomics, Institute of Metabolic Disease, Baylor Scott & White Research Institute, Dallas, TX, USA
| | - Teodoro Bottiglieri
- Center of Metabolomics, Institute of Metabolic Disease, Baylor Scott & White Research Institute, Dallas, TX, USA
| | - Marie A Caudill
- Division of Nutritional Sciences and Genomics, Cornell University, Ithaca, NY, USA
| | | | - Rima Rozen
- Departments of Human Genetics and Pediatrics, McGill University, Research Institute of the McGill University Health Center, Montreal, Quebec, Canada
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Ueno T, Takase K, Deguchi K, Nomura M, Watanabe M, Kamiyama M, Tazuke Y, Kimura T, Okuyama H. Clinical Implications of Serum Mac-2 Binding Protein in Patients After Living Donor Liver Transplantation for Biliary Atresia. Transplant Proc 2024; 56:343-347. [PMID: 38360465 DOI: 10.1016/j.transproceed.2024.01.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 01/16/2024] [Indexed: 02/17/2024]
Abstract
BACKGROUND Patients who undergo pediatric living donor liver transplantation (LDLT) sometimes develop graft fibrosis. Recently, Mac-2 binding protein glycosylation-modified isomer (M2BPGi) was developed as a new marker of hepatic fibrosis progression. We performed this study to examine the relationship between serum M2BPGi levels and liver histologic findings in patients after LDLT for biliary atresia. METHODS Patients aged <19 years who underwent LDLT for biliary atresia at our institution and followed up for at least 1 year after LDLT were eligible. There were 56 patients in this study. Pathologic findings of the last available biopsy were assessed. Portal vein (PV) stenosis was confirmed with angiography. M2BPGi levels were compared with pathologic fibrosis scores and PV stenosis findings. RESULTS The mean age at transplant was 4.3 years. The mean observation period was 8.6 years. In terms of the degree of liver fibrosis, F0 was observed in 7 patients, F1 in 36, and F2 in 13. The median serum M2BPGi value was 0.8 cut-off index (COI) overall and 0.60 COI for F0, 0.74 COI for F1, and 1.07 COI for F2. The mean M2BPGi value in F2 was higher than that in F0 (P = .016) and F1 (P = .012). Mean serum M2BPGi values were 1.57 COI (0.29 COI) in patients with PV complications (n = 5) and 0.72 COI in patients without PV complications (n = 51) (P = .0001). CONCLUSION M2BPGi is a novel marker for liver fibrosis in patients after pediatric LDLT. It is especially useful for follow-up of pediatric patients after LDLT to support liver biopsy interpretation.
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Affiliation(s)
- Takehisa Ueno
- Pediatric Surgery, Osaka University Graduate school of Medicine, Suita, Japan.
| | - Koki Takase
- Pediatric Surgery, Osaka University Graduate school of Medicine, Suita, Japan
| | - Koichi Deguchi
- Pediatric Surgery, Osaka University Graduate school of Medicine, Suita, Japan
| | - Motonari Nomura
- Pediatric Surgery, Osaka University Graduate school of Medicine, Suita, Japan
| | - Miho Watanabe
- Pediatric Surgery, Osaka University Graduate school of Medicine, Suita, Japan
| | - Masafumi Kamiyama
- Pediatric Surgery, Osaka University Graduate school of Medicine, Suita, Japan
| | - Yuko Tazuke
- Pediatric Surgery, Osaka University Graduate school of Medicine, Suita, Japan
| | - Takeshi Kimura
- Pediatrics, Osaka University Graduate school of Medicine, Suita, Japan
| | - Hiroomi Okuyama
- Pediatric Surgery, Osaka University Graduate school of Medicine, Suita, Japan
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Park HC, Joo Y, Lee OJ, Lee K, Song TK, Choi C, Choi MH, Yoon C. Automated classification of liver fibrosis stages using ultrasound imaging. BMC Med Imaging 2024; 24:36. [PMID: 38321373 PMCID: PMC10848434 DOI: 10.1186/s12880-024-01209-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 01/21/2024] [Indexed: 02/08/2024] Open
Abstract
BACKGROUND Ultrasound imaging is the most frequently performed for the patients with chronic hepatitis or liver cirrhosis. However, ultrasound imaging is highly operator dependent and interpretation of ultrasound images is subjective, thus well-trained radiologist is required for evaluation. Automated classification of liver fibrosis could alleviate the shortage of skilled radiologist especially in low-to-middle income countries. The purposed of this study is to evaluate deep convolutional neural networks (DCNNs) for classifying the degree of liver fibrosis according to the METAVIR score using US images. METHODS We used ultrasound (US) images from two tertiary university hospitals. A total of 7920 US images from 933 patients were used for training/validation of DCNNs. All patient were underwent liver biopsy or hepatectomy, and liver fibrosis was categorized based on pathology results using the METAVIR score. Five well-established DCNNs (VGGNet, ResNet, DenseNet, EfficientNet and ViT) was implemented to predict the METAVIR score. The performance of DCNNs for five-level (F0/F1/F2/F3/F4) classification was evaluated through area under the receiver operating characteristic curve (AUC) with 95% confidential interval, accuracy, sensitivity, specificity, positive and negative likelihood ratio. RESULTS Similar mean AUC values were achieved for five models; VGGNet (0.96), ResNet (0.96), DenseNet (0.95), EfficientNet (0.96), and ViT (0.95). The same mean accuracy (0.94) and specificity values (0.96) were yielded for all models. In terms of sensitivity, EffcientNet achieved highest mean value (0.85) while the other models produced slightly lower values range from 0.82 to 0.84. CONCLUSION In this study, we demonstrated that DCNNs can classify the staging of liver fibrosis according to METAVIR score with high performance using conventional B-mode images. Among them, EfficientNET that have fewer parameters and computation cost produced highest performance. From the results, we believe that DCNNs based classification of liver fibrosis may allow fast and accurate diagnosis of liver fibrosis without needs of additional equipment for add-on test and may be powerful tool for supporting radiologists in clinical practice.
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Grants
- NTIS Number: 9991007146 the Ministry of Science and ICT, the Ministry of Trade, Industry and Energy, the Ministry of Health & Welfare, the Ministry of Food and Drug Safety
- HI21C0940110021 the Korea Health Industry Development Institute (KHIDI), funded by the Ministry of Health & Welfare, Republic of Korea
- No. 2022-0-00101 the Institute of Information & communications Technology Planning & Evaluation (IITP) grant funded by the Korea government (MSIT)
- the Ministry of Science and ICT, the Ministry of Trade, Industry and Energy, the Ministry of Health & Welfare, the Ministry of Food and Drug Safety
- the Korea Health Industry Development Institute (KHIDI), funded by the Ministry of Health & Welfare, Republic of Korea
- the Institute of Information & communications Technology Planning & Evaluation (IITP) grant funded by the Korea government (MSIT)
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Affiliation(s)
- Hyun-Cheol Park
- Division of Industrial Mathematics, National Institute for Mathematical Sciences, 70, Yuseong-daero, Yuseong-gu, 34047, Daejeon, Republic of Korea
| | - YunSang Joo
- Department of Computer Engineering, Gachon University, 1342, Seongnam-daero, Sujeong-gu, 13120, Seongnam-si, Gyeonggi-do, Republic of Korea
| | - O-Joun Lee
- Department of Artificial Intelligence, The Catholic University of Korea, 43, Jibong-ro, 14662, Bucheon-si, Gyeonggi-do, Republic of Korea
| | - Kunkyu Lee
- Department of Electronic Engineering, Sogang University, 35 Baekbeom-ro, 04107, Seoul, Republic of Korea
| | - Tai-Kyong Song
- Department of Electronic Engineering, Sogang University, 35 Baekbeom-ro, 04107, Seoul, Republic of Korea
| | - Chang Choi
- Department of Computer Engineering, Gachon University, 1342, Seongnam-daero, Sujeong-gu, 13120, Seongnam-si, Gyeonggi-do, Republic of Korea
| | - Moon Hyung Choi
- Department of Radiology, College of Medicine, The Catholic University of Korea, 222 Banpo-daero, Seoul, Republic of Korea.
| | - Changhan Yoon
- Department of Biomedical Engineering, Department of Nanoscience and Engineering, Inje University, Inje-ro 197, 50834, Gimhae, Gyeongnam, Republic of Korea.
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Rössle M, Bettinger D, Sturm L, Reincke M, Thimme R, Schultheiss M. Fibrosis Progression in Patients with Budd-Chiari Syndrome and Transjugular Intrahepatic Portosystemic Shunt (TIPS): A Long-Term Study Using Transient Elastography. Diagnostics (Basel) 2024; 14:344. [PMID: 38337860 PMCID: PMC10855690 DOI: 10.3390/diagnostics14030344] [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: 12/29/2023] [Revised: 01/29/2024] [Accepted: 02/03/2024] [Indexed: 02/12/2024] Open
Abstract
Hepatic vein outflow obstruction causes congestion of the liver, leading to necrosis, fibrosis, and portal hypertension (PH). A transjugular intrahepatic portosystemic shunt (TIPS) reduces congestion and PH by providing artificial outflow. The aim of the study was to investigate fibrosis progression in patients with Budd-Chiari syndrome (BCS) and TIPS using transient elastography (TE). From 2010 to 2022, 25 patients received 80 TEs using FibroScan®, Echosens, Paris, France (3.2 ± 2.1 per patient). TIPS function was assessed via Doppler ultrasound or radiological intervention. At the time of TE examination, 21 patients had patent shunts. Four patients had occluded shunts but normal pressure gradients during the intervention. The first TE measurement performed 9.8 ± 6.8 years after the BCS diagnosis showed stiffness values of 24.6 ± 11.5 kPa. A second or last measurement performed 7.0 ± 2.9 years after the first measurement showed similar stiffness values of 24.1 ± 15.7 kPa (p = 0.943). Except for three patients, the liver stiffness was always >12 kPa, indicating advanced fibrosis. Stiffness values obtained <5 years (n = 8, 23.8 ± 9.2 kPa) or >5 years after the BCS diagnosis (24.9 ± 12.7 kPa) did not differ (p = 0.907). In addition, stiffness was not related to the interval between BCS and TIPS implantation (p = 0.999). One patient received liver transplantation, and two patients died from non-hepatic causes. Most patients developed mild to moderate cirrhosis, possibly during the early phase of the disease. Timing of TIPS did not influence fibrosis progression. This and the release of portal hypertension may argue in favor of a generous TIPS implantation practice in patients with BCS.
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Affiliation(s)
- Martin Rössle
- Department of Medicine II, Medical Center University of Freiburg, Faculty of Medicine, University of Freiburg, Hugstetter Str. 55, 79106 Freiburg, Germany; (D.B.); (M.R.); (R.T.); (M.S.)
| | - Dominik Bettinger
- Department of Medicine II, Medical Center University of Freiburg, Faculty of Medicine, University of Freiburg, Hugstetter Str. 55, 79106 Freiburg, Germany; (D.B.); (M.R.); (R.T.); (M.S.)
| | - Lukas Sturm
- Department of Medicine II, Medical Center University of Freiburg, Faculty of Medicine, University of Freiburg, Hugstetter Str. 55, 79106 Freiburg, Germany; (D.B.); (M.R.); (R.T.); (M.S.)
| | - Marlene Reincke
- Department of Medicine II, Medical Center University of Freiburg, Faculty of Medicine, University of Freiburg, Hugstetter Str. 55, 79106 Freiburg, Germany; (D.B.); (M.R.); (R.T.); (M.S.)
| | - Robert Thimme
- Department of Medicine II, Medical Center University of Freiburg, Faculty of Medicine, University of Freiburg, Hugstetter Str. 55, 79106 Freiburg, Germany; (D.B.); (M.R.); (R.T.); (M.S.)
| | - Michael Schultheiss
- Department of Medicine II, Medical Center University of Freiburg, Faculty of Medicine, University of Freiburg, Hugstetter Str. 55, 79106 Freiburg, Germany; (D.B.); (M.R.); (R.T.); (M.S.)
- Berta-Ottenstein Programme, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
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50
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Shaltiel T, Sarpel U, Branch AD. The adverse characteristics of hepatocellular carcinoma in the non-cirrhotic liver disproportionately disadvantage Black patients. Cancer Med 2024; 13:e6654. [PMID: 38230878 PMCID: PMC10905547 DOI: 10.1002/cam4.6654] [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: 04/17/2023] [Revised: 08/24/2023] [Accepted: 10/12/2023] [Indexed: 01/18/2024] Open
Abstract
BACKGROUND Black patients have higher hepatocellular carcinoma (HCC)-related mortality than White patients and more often develop HCC in non-cirrhotic liver. HCC surveillance is primarily directed toward cirrhotic patients. We aimed to characterize HCC in non-cirrhotic patients and to identify factors associated with HCC beyond Milan criteria. METHODS Demographic, imaging, laboratory, and pathology data of HCC patients at our institution, 2003-2018, were reviewed, retrospectively. Race/ethnicity were self-reported. Cirrhosis was defined as a Fibrosis-4 score ≥3.25. RESULTS Compared to 1146 cirrhotic patients, 411 non-cirrhotic patients had larger tumors (median 4.7 cm vs. 3.1 cm, p < 0.01) and were less likely to be within Milan criteria (42.6% vs. 57.7%, p < 0.01). Among non-cirrhotic patients, Black patients had larger tumors (4.9 cm vs. 4.3 cm, p < 0.01) and a higher percentage of poorly differentiated tumors (39.4% vs. 23.1%, p = 0.02). Among cirrhotic patients, Black patients had larger tumors (3.3 cm vs. 3.0 cm, p = 0.03) and were less likely to be within Milan criteria (52.3% vs. 83.2%, p < 0.01). In multivariable analysis, lack of commercial insurance (OR 1.45 [CI 95% 1.19-1.83], p < 0.01), male sex (OR 1.34 [CI 95% 1.05-1.70], p < 0.01), absence of cirrhosis (OR 1.58 [CI 95% 1.27-1.98], p < 0.01) and Black race/ethnicity (OR 1.34 [CI 95% 1.09-1.66], p = 0.01) were associated with HCC beyond Milan criteria. Black patients had lower survival rates than other patients (p < 0.01). CONCLUSIONS Non-cirrhotic patients had more advanced HCC than cirrhotic patients. Black patients (with or without cirrhosis) had more advanced HCC than comparable non-Black patients and higher mortality rates. Improved access to healthcare (commercial insurance) may increase early diagnosis (within Milan criteria) and reduce disparities.
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Affiliation(s)
- Tali Shaltiel
- Division of Surgical Oncology, Department of SurgeryIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Umut Sarpel
- Division of Surgical Oncology, Department of SurgeryIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Andrea D. Branch
- Division of Liver Diseases, Department of MedicineIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
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