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Szternel Ł, Sobucki B, Wieprzycka L, Krintus M, Panteghini M. Golgi protein 73 in liver fibrosis. Clin Chim Acta 2025; 565:119999. [PMID: 39401651 DOI: 10.1016/j.cca.2024.119999] [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: 09/11/2024] [Revised: 10/10/2024] [Accepted: 10/10/2024] [Indexed: 10/17/2024]
Abstract
Golgi protein 73 (GP73) is implicated in key pathogenic processes, particularly those related to inflammation and fibrogenesis. In the last years, its measurement has emerged as a promising biomarker for detection of liver fibrosis (LF), a common consequence of chronic liver disease that can progress to cirrhosis and eventually hepatocellular carcinoma. GP73 concentrations in blood appear significantly increased in LF patients, correlating with disease severity, making this biomarker a possible non-invasive alternative for detecting and monitoring this condition regardless of etiology. Understanding the molecular mechanisms involving GP73 expression could also lead to new therapeutic strategies aimed at modulating its synthesis or function to prevent or reverse LF. Despite its clinical potential, GP73 as a LF biomarker faces several challenges. The lack of demonstrated comparability among different assays as well as the lack of knowledge of individual variability can make difficult the result interpretation. Further research is therefore needed focusing on robust clinical validation of GP73 as a LF biomarker. Addressing analytical, biological, and clinical limitations will be critical to exploiting its potential for improving detection and monitoring of advanced LF.
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Affiliation(s)
- Łukasz Szternel
- Department of Laboratory Medicine, Nicolaus Copernicus University in Torun, Collegium Medicum in Bydgoszcz, Poland
| | - Bartłomiej Sobucki
- Department of Laboratory Medicine, Nicolaus Copernicus University in Torun, Collegium Medicum in Bydgoszcz, Poland
| | - Laura Wieprzycka
- Department of Laboratory Medicine, Nicolaus Copernicus University in Torun, Collegium Medicum in Bydgoszcz, Poland
| | - Magdalena Krintus
- Department of Laboratory Medicine, Nicolaus Copernicus University in Torun, Collegium Medicum in Bydgoszcz, Poland.
| | - Mauro Panteghini
- Department of Laboratory Medicine, Nicolaus Copernicus University in Torun, Collegium Medicum in Bydgoszcz, Poland
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Wang K, Bao J, Wang M, Yu Y, Wang M. Prospective comparative diagnostic performance of quantitative ultrasound parameters for the measurement of hepatic steatosis in a biopsy-proven metabolic dysfunction associated steatotic liver disease cohort. Br J Radiol 2025; 98:160-169. [PMID: 39436988 DOI: 10.1093/bjr/tqae212] [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: 01/22/2024] [Revised: 07/23/2024] [Accepted: 10/14/2024] [Indexed: 10/25/2024] Open
Abstract
OBJECTIVES The aim of this study was to compare the diagnostic performance of attenuation imaging (ATI), shear wave elastography (SWE), and shear wave dispersion (SWD) for detecting and grading hepatic steatosis in patients with metabolic dysfunction associated steatotic liver disease (MASLD). METHODS Sixty-six patients with MASLD confirmed histopathologically and 34 healthy volunteers who were age/sex-matched were prospectively enrolled in this study. ATI, SWE, and SWD examinations were performed. Fibrosis stage, necroinflammatory activity, and steatosis grade were confirmed histopathologically. Steatosis was graded as follows: S0 (<5%); S1 (5%-32%); S2 (33%-66%) to S3 (>66%). We compared the diagnostic performance of ATI, SWE, and SWD for detecting and grading hepatic steatosis. RESULTS Both attenuation coefficient (AC) and SWD values were significantly different among the different hepatic steatosis, and both were correlated with hepatic steatosis. ATI had better diagnostic performance than SWD for detecting and grading hepatic steatosis. The area under the receiver operating characteristic (ROC) curve of ATI for detecting ≥S1, ≥S2, and =S3 were 0.917 (cut-off value of 0.69 dB/cm/MHz), 0.933 (cut-off value of 0.74 dB/cm/MHz), and 0.870 (cut-off value of 0.82 dB/cm/MHz), respectively. The area under the ROC curve of SWD value was 0.758 (cut-off value of 10.79 m/s/kHz), 0.685 (cut-off value of 12.64 m/s/kHz), and 0.722 (cut-off value of 13.24 m/s/kHz), respectively. CONCLUSIONS ATI technology is a reliable method for detecting and grading hepatic steatosis in patients with MASLD than SWE and SWD. ADVANCES IN KNOWLEDGE We compared the diagnostic performance of ATI, SWE, SWD for detecting and grading hepatic steatosis in patients with MASLD in order to find the best diagnostic parameters.
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Affiliation(s)
- Kun Wang
- Department of Ultrasound, Binzhou Medical University Hospital, Binzhou 256600, China
| | - Jingwen Bao
- School of Medical Science, Hexi University, Zhangye 734000, China
| | - Minghui Wang
- Department of Ultrasound, Binzhou Medical University Hospital, Binzhou 256600, China
| | - Yanjie Yu
- Department of Ultrasound, Binzhou Medical University Hospital, Binzhou 256600, China
| | - Min Wang
- Department of Ultrasound, Binzhou Medical University Hospital, Binzhou 256600, China
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Yu PLH, Chiu KWH, Lu J, Lui GC, Zhou J, Cheng HM, Mao X, Wu J, Shen XP, Kwok KM, Kan WK, Ho Y, Chan HT, Xiao P, Mak LY, Tsui VW, Hui C, Lam PM, Deng Z, Guo J, Ni L, Huang J, Yu S, Peng C, Li WK, Yuen MF, Seto WK. Application of a deep learning algorithm for the diagnosis of HCC. JHEP Rep 2025; 7:101219. [PMID: 39687602 PMCID: PMC11648772 DOI: 10.1016/j.jhepr.2024.101219] [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: 04/08/2024] [Revised: 09/10/2024] [Accepted: 09/10/2024] [Indexed: 12/18/2024] Open
Abstract
Background & Aims Hepatocellular carcinoma (HCC) is characterized by a high mortality rate. The Liver Imaging Reporting and Data System (LI-RADS) results in a considerable number of indeterminate observations, rendering an accurate diagnosis difficult. Methods We developed four deep learning models for diagnosing HCC on computed tomography (CT) via a training-validation-testing approach. Thin-slice triphasic CT liver images and relevant clinical information were collected and processed for deep learning. HCC was diagnosed and verified via a 12-month clinical composite reference standard. CT observations among at-risk patients were annotated using LI-RADS. Diagnostic performance was assessed by internal validation and independent external testing. We conducted sensitivity analyses of different subgroups, deep learning explainability evaluation, and misclassification analysis. Results From 2,832 patients and 4,305 CT observations, the best-performing model was Spatio-Temporal 3D Convolution Network (ST3DCN), achieving area under receiver-operating-characteristic curves (AUCs) of 0.919 (95% CI, 0.903-0.935) and 0.901 (95% CI, 0.879-0.924) at the observation (n = 1,077) and patient (n = 685) levels, respectively during internal validation, compared with 0.839 (95% CI, 0.814-0.864) and 0.822 (95% CI, 0.790-0.853), respectively for standard of care radiological interpretation. The negative predictive values of ST3DCN were 0.966 (95% CI, 0.954-0.979) and 0.951 (95% CI, 0.931-0.971), respectively. The observation-level AUCs among at-risk patients, 2-5-cm observations, and singular portovenous phase analysis of ST3DCN were 0.899 (95% CI, 0.874-0.924), 0.872 (95% CI, 0.838-0.909) and 0.912 (95% CI, 0.895-0.929), respectively. In external testing (551/717 patients/observations), the AUC of ST3DCN was 0.901 (95% CI, 0.877-0.924), which was non-inferior to radiological interpretation (AUC 0.900; 95% CI, 0.877--923). Conclusions ST3DCN achieved strong, robust performance for accurate HCC diagnosis on CT. Thus, deep learning can expedite and improve the process of diagnosing HCC. Impact and implications The clinical applicability of deep learning in HCC diagnosis is potentially huge, especially considering the expected increase in the incidence and mortality of HCC worldwide. Early diagnosis through deep learning can lead to earlier definitive management, particularly for at-risk patients. The model can be broadly deployed for patients undergoing a triphasic contrast CT scan of the liver to reduce the currently high mortality rate of HCC.
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Affiliation(s)
- Philip Leung Ho Yu
- Department of Computer Science, The University of Hong Kong, Hong Kong, China
- Department of Mathematics and Information Technology, The Education University of Hong Kong, Hong Kong, China
| | - Keith Wan-Hang Chiu
- Department of Diagnostic Radiology, School of Clinical Medicine, The University of Hong Kong, Hong Kong, China
- Department of Radiology and Imaging, Queen Elizabeth Hospital, Hong Kong, China
- Department of Medical Imaging, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
| | - Jianliang Lu
- Department of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong, China
| | - Gilbert C.S. Lui
- Department of Mathematics and Information Technology, The Education University of Hong Kong, Hong Kong, China
| | - Jian Zhou
- Department of Medical Imaging, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Ho-Ming Cheng
- Department of Medical Imaging, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
| | - Xianhua Mao
- Department of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong, China
| | - Juan Wu
- Department of Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
| | - Xin-Ping Shen
- Department of Medical Imaging, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
| | - King Ming Kwok
- Department of Diagnostic and Interventional Radiology, Kwong Wah Hospital, Hong Kong, China
| | - Wai Kuen Kan
- Department of Radiology, Pamela Youde Nethersole Eastern Hospital, Hong Kong, China
| | - Y.C. Ho
- Department of Radiology, Queen Mary Hospital, Hong Kong, China
| | - Hung Tat Chan
- Department of Medical Imaging, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
| | - Peng Xiao
- Department of Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
| | - Lung-Yi Mak
- Department of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong, China
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong, China
| | - Vivien W.M. Tsui
- Department of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong, China
| | - Cynthia Hui
- Department of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong, China
| | - Pui Mei Lam
- Department of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong, China
| | - Zijie Deng
- Department of Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
| | - Jiaqi Guo
- Department of Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
| | - Li Ni
- Department of Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
| | - Jinhua Huang
- Department of Minimal Invasive Interventional Therapy, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Sarah Yu
- Department of Diagnostic Radiology, School of Clinical Medicine, The University of Hong Kong, Hong Kong, China
| | - Chengzhi Peng
- Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Wai Keung Li
- Department of Mathematics and Information Technology, The Education University of Hong Kong, Hong Kong, China
| | - Man-Fung Yuen
- Department of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong, China
- Department of Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong, China
| | - Wai-Kay Seto
- Department of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong, China
- Department of Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong, China
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Shiffman M, Reddy KR, Leise MD, Qureshi K, Smith AD, Helmke S, Kittelson J, McRae MP, Imperial JC, Everson GT. Cholate Shunt, Oral Cholate Challenge and Endoscopic Lesions of Portal Hypertension: The SHUNT-V Study. Aliment Pharmacol Ther 2025; 61:75-87. [PMID: 39523681 PMCID: PMC11636074 DOI: 10.1111/apt.18386] [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: 09/25/2024] [Revised: 10/15/2024] [Accepted: 10/26/2024] [Indexed: 11/16/2024]
Abstract
BACKGROUND The accuracy of current criteria for ruling out large oesophageal varices (LEV) and other endoscopic lesions of portal hypertension (PH) may be compromised by obesity and MASLD/MASH. AIMS In the US multicentre SHUNT-V study, we evaluated the disease severity index (DSI) for detecting LEV and other lesions of PH at endoscopy. METHODS Subjects were adults with compensated cirrhosis scheduled for endoscopy to screen for varices. DSI was calculated from clearances of labelled cholates after oral and intravenous administration. DSI ≤ 18.3 was evaluated as a cut-off for ruling out LEV with acceptance criteria of negative likelihood ratio < 0.52 and sensitivity > 85%. RESULTS SHUNT-V enrolled 306 subjects; 275 had both DSI and endoscopy, and 238 had Child-Pugh A cirrhosis (52.1% MASLD/MASH, 25.2% chronic hepatitis C and 15.6% alcoholic liver disease; 87% were overweight, 64% were obese and 54% had diabetes). AUROCs for DSI ranged from 0.81 to 0.82 for LEV and 0.79 to 0.80 for all significant PH lesions. DSI 18.3 had sensitivity 96.3%-100% for LEV and 97.3%-100% for all significant PH lesions. If DSI ≤ 18.3 were used as the sole determinant to defer EGD, 27%-35% of EGDs could have been avoided with 0%-3.7% of LEV and 0%-2.7% of all significant PH lesions missed. CONCLUSIONS HepQuant DSI predicts the likelihood of LEV and significant PH lesions across a spectrum of patient characteristics and disease aetiologies. DSI, based on liver function and portal-systemic shunting, can aid in the decision to defer endoscopy for varices in patients with Child-Pugh A cirrhosis. TRIAL REGISTRATION The SHUNT-V study was registered at ClinicalTrials.gov (NCT03583996).
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Affiliation(s)
| | | | | | - Kamran Qureshi
- Saint Louis University School of MedicineSt. LouisMissouriUSA
| | | | | | - John Kittelson
- University of Colorado Anschutz Medical CenterAuroraColoradoUSA
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Liu Y, Huang Z, Lan X, Jia M, Zheng X, Hu M, Luo H, Zhang L, Li X, Chen S, Li Y, Liang H. Diagnostic Efficacy of Vibration-Controlled Transient Elastography in Patients With Metabolic Dysfunction-Associated Liver Disease and Chronic Hepatitis B. Gastroenterol Res Pract 2024; 2024:6722810. [PMID: 39687551 PMCID: PMC11649350 DOI: 10.1155/grp/6722810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Revised: 09/23/2024] [Accepted: 11/02/2024] [Indexed: 12/18/2024] Open
Abstract
Aim of the Study: HBV-infected individuals are also presenting with MASLD. However, the value of VCTE for detecting hepatic fibrosis and steatosis in CHB patients concurrent with MASLD is unclear. In patients with combined CHB and MASLD, we intend to assess the diagnostic efficacy of VCTE in determining the extent of fibrosis and steatosis. Methods: This retrospective study involved 368 patients diagnosed with chronic HBV infection combined with MASLD who received liver biopsy and VCTE at Xiamen City Traditional Chinese Medicine Hospital from June 2018 to June 2023. The cutoff values for liver stiffness measurement (LSM) and controlled attenuation parameter (CAP) were determined via the use of the cross-validated area under the receiver operating characteristic (AUROC) curve analyses to identify pairwise fibrosis stage and grade, respectively. The diagnostic statistics were calculated with a 90% fixed sensitivity and 90% specificity. Results: An AUROC of 0.86 (95% CI: 0.76-0.95) was determined by a LSM cutoff value of 11.25 to identify patients with cirrhosis. Patients have the following values: sensitivity, 0.79; specificity, 0.90; PPV, 0.89; and NPV, 0.81. An AUROC of 0.84 (95% CI: 0.76-0.95) was determined by a CAP cutoff value of 313 to identify patients with severe steatotic liver. Patients have the following values: sensitivity, 0.86; specificity, 0.82; PPV, 0.82; and NPV, 0.85. Conclusion:In this investigation of adult patients diagnosed with CHB with MASLD, VCTE demonstrated a robust capability to differentiate cirrhosis and severe steatotic liver.
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Affiliation(s)
- Yaoyu Liu
- Hepatology Unit, Xiamen Hospital of Traditional Chinese Medicine, Xiamen, Fujian, China
| | - Zhizhen Huang
- Department of Traditional Chinese and Western Medicine, Hunan Provincial Maternal and Child Health Care Hospital, Changsha, Hunan, China
| | - Xinya Lan
- Fujian Provincial Hospital Rehabilitation Medicine Department, Fuzhou, Fujian, China
| | - Min Jia
- School of Traditional Chinese Medicine, Fujian University of Chinese Medicine, Fuzhou, Fujian, China
| | - Xiaoting Zheng
- Hepatology Unit, Xiamen Hospital of Traditional Chinese Medicine, Xiamen, Fujian, China
| | - Min Hu
- School of Traditional Chinese Medicine, Fujian University of Chinese Medicine, Fuzhou, Fujian, China
| | - Huiying Luo
- School of Traditional Chinese Medicine, Fujian University of Chinese Medicine, Fuzhou, Fujian, China
| | - Luyun Zhang
- School of Traditional Chinese Medicine, Fujian University of Chinese Medicine, Fuzhou, Fujian, China
| | - Xuejing Li
- Center for Advanced Kampo Medicine and Clinical Research, Juntendo Graduate School of Medicine, Tokyo, Japan
| | - Shaodong Chen
- Department of Traditional Chinese Medicine, School of Medicine, Xiamen University, Xiamen, Fujian, China
| | - Yunru Li
- Department of Traditional Chinese and Western Medicine, Hunan Provincial Maternal and Child Health Care Hospital, Changsha, Hunan, China
- Liver Diseases Academy of TCM, Beijing University of Chinese Medicine, Beijing, China
| | - Huiqing Liang
- Hepatology Unit, Xiamen Hospital of Traditional Chinese Medicine, Xiamen, Fujian, China
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Alqahtani SA, Sanai FM, Banama MA, Alghamdi MY, Altarrah MY, Abaalkhail FA. Multisociety consensus recommendations on hepatitis delta virus infection. Saudi J Gastroenterol 2024:00936815-990000000-00109. [PMID: 39644161 DOI: 10.4103/sjg.sjg_322_24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Accepted: 10/30/2024] [Indexed: 12/09/2024] Open
Abstract
ABSTRACT Hepatitis D virus (HDV) prevalence data and country-specific HDV guidelines are not widely available in the Gulf Cooperation Council (GCC) states. We developed consensus recommendations to guide healthcare professionals, policymakers, and researchers in improving HDV management and patient health outcomes in three GCC states: Kuwait, Saudi Arabia, and the United Arab Emirates. A consensus panel comprising hepatology experts (n = 6) from the three GCC societies was formed. The panel identified two broader areas related to clinical practice (screening and diagnosis, and treatment and management), addressed critical questions, and developed draft recommendations in February 2024. The strength of the final set of recommendations was subjected to consensus voting in March 2024. A majority was defined a priori with a two-thirds vote (67%). The paper outlines those recommendations alongside showcasing the current epidemiology of HDV in the GCC states, emphasizing the variability in prevalence, demographic patterns, and region-specific risk factors. It also highlights the current state of screening and diagnosis practices, identifying key obstacles, such as access to advanced screening protocols and diagnostic tools. Furthermore, HDV treatment landscape and preventative strategies are outlined, focusing on vaccination, public health initiatives, and the crucial role of public awareness and education. Ethical and sociocultural considerations are discussed, underscoring the importance of culturally sensitive healthcare practices. These recommendations present a comprehensive overview of the challenges and strategies for managing HDV in these states. Policy recommendations are provided to support HDV management, including standardizing care protocols and promoting public health measures.
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Affiliation(s)
- Saleh A Alqahtani
- Liver, Digestive, and Lifestyle Health Research Section, and Organ Transplant Center of Excellence, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
- Division of Gastroenterology and Hepatology, Weill Cornell Medicine, New York, NY, USA
| | - Faisal M Sanai
- Department of Medicine, Gastroenterology Section, King Abdulaziz Medical City, Jeddah, Saudi Arabia
- King Abdullah International Medical Research Center, Ministry of National Guard - Health Affairs, Jeddah, Saudi Arabia
| | - Mohammed A Banama
- Gastroenterology Unit, Rashid Hospital, Dubai Academic Health Corporation, Dubai, UAE
| | - Mohammed Y Alghamdi
- Department of Medicine, Gastroenterology Unit, King Fahd Military Complex, Dhahran, Saudi Arabia
| | - Munira Y Altarrah
- Gastroenterology and Transplant Hepatology Unit, Thunayan Al Ghanim Gastroenterology Center, Al Amiri Hospital, Kuwait
| | - Faisal A Abaalkhail
- Department of Medicine, Section of Gastroenterology, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
- College of Medicine, Alfaisal University, Riyadh, Saudi Arabia
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Boraschi P, Mazzantini V, Donati F, Coco B, Vianello B, Pinna A, Morganti R, Colombatto P, Brunetto MR, Neri E. Primary sclerosing cholangitis: Is qualitative and quantitative 3 T MR imaging useful for the evaluation of disease severity? Eur J Radiol Open 2024; 13:100595. [PMID: 39206437 PMCID: PMC11357777 DOI: 10.1016/j.ejro.2024.100595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Revised: 08/02/2024] [Accepted: 08/05/2024] [Indexed: 09/04/2024] Open
Abstract
Purpose To analyze the role of qualitative and quantitative 3 T MR imaging assessment as a non-invasive method for the evaluation of disease severity in patients with primary sclerosing cholangitis (PSC). Methods A series of 26 patients, with histological diagnosis of PSC undergoing 3 T MRI and hepatological evaluation, was retrospectively enrolled. All MR examinations included diffusion-weighted imaging (DWI), T2-weighted (T2w) and T1-weighted (T1w) sequences, before and after administration of Gd-EOB-DTPA with the acquisition of both dynamic and hepato-biliary phase (HBP). Qualitative analysis was performed by assessment of liver parenchyma and biliary tract changes, also including biliary excretion of gadoxetic acid on HBP. Quantitative evaluation was conducted on liver parenchyma by measurement of apparent diffusion coefficient (ADC) and relative enhancement (RE) on 3-minute delayed phase and on HBP. Results of blood tests (ALT, ALP, GGT, total and direct bilirubin, albumin, and platelets) and transient elastography-derived liver stiffness measurements (TE-LSM) were collected and correlated with qualitative and quantitative MRI findings. Results Among qualitative and quantitative findings, fibrosis visual assessment and RE had the best performance in estimating disease severity, showing a statistically significant correlation with both biomarkers of cholestasis and TE-LSM. Statistical analysis also revealed a significant correlation of gadoxetic acid biliary excretion with ALT and direct bilirubin, as well as of ADC with total bilirubin. Conclusion Qualitative and quantitative 3 T MR evaluation is a promising non-invasive method for the assessment of disease severity in patients with PSC.
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Affiliation(s)
- Piero Boraschi
- 2nd Unit of Radiology, Department of Radiological Nuclear and Laboratory Medicine - Pisa University Hospital, Via Paradisa 2, Pisa 56124, Italy
| | - Valentina Mazzantini
- Academic Radiology, Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Via Roma 67, Pisa 56126, Italy
| | - Francescamaria Donati
- 2nd Unit of Radiology, Department of Radiological Nuclear and Laboratory Medicine - Pisa University Hospital, Via Paradisa 2, Pisa 56124, Italy
| | - Barbara Coco
- Hepatology Unit, Pisa University Hospital, Via Paradisa 2, Pisa 56124, Italy
| | - Barbara Vianello
- Hepatology Unit, Pisa University Hospital, Via Paradisa 2, Pisa 56124, Italy
| | - Andrea Pinna
- Hepatology Unit, Pisa University Hospital, Via Paradisa 2, Pisa 56124, Italy
| | - Riccardo Morganti
- Departmental Section of Statistical Support for Clinical Trials, Pisa University Hospital, Via Roma 67, Pisa 56126, Italy
| | - Piero Colombatto
- Hepatology Unit, Pisa University Hospital, Via Paradisa 2, Pisa 56124, Italy
| | | | - Emanuele Neri
- Academic Radiology, Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Via Roma 67, Pisa 56126, Italy
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Hsieh MH, Kao TY, Hsieh TH, Kao CC, Peng CY, Lai HC, Cheng HH, Ho MW, Chi CY, Kao JT. Predictors of liver fibrosis changes assessed by paired liver biopsies in chronic hepatitis C patients treated with direct-acting antivirals. JOURNAL OF MICROBIOLOGY, IMMUNOLOGY, AND INFECTION = WEI MIAN YU GAN RAN ZA ZHI 2024; 57:840-853. [PMID: 39216998 DOI: 10.1016/j.jmii.2024.08.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 07/15/2024] [Accepted: 08/12/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND/PURPOSE There are limited studies performing paired liver biopsies in chronic hepatitis C (CHC) patients treated with direct-acting antivirals (DAA). We aimed to investigate the predictors of liver fibrosis changes assessed by paired liver biopsies in these patients. METHODS From March 2017 to March 2020, 113 CHC patients were prospectively enrolled to receive DAA therapy at our hospital. Paired liver biopsies were performed at baseline and 12 weeks after the end of treatment. RESULTS Among the entire cohort, the rate of sustained virological response (SVR) was 100%. Four baseline variables independently predicted fibrosis regression, including age <65 years [odds ratio (OR) = 2.725, p = 0.036], fibrosis stages (METAVIR scores) < 3 (OR = 4.874, p = 0.040), hemoglobin levels ≥12.5 g/dL (OR = 3.538, p = 0.029), and platelet counts ≥160 103/μL (OR = 2.958, p = 0.023). Besides, five independent predictors of fibrosis progression included baseline age ≥66 years (OR = 16.351, p = 0.024), body mass index (BMI) ≥26.5 kg/m2 (OR = 21.666, p = 0.009), sofosbuvir/ribavirin use (OR = 29.465, p = 0.031), platelet counts <119 103/μL (OR = 33.739, p = 0.026), and the absence of alanine aminotransferase (ALT) levels declining from >35 U/L at baseline to ≤35 U/L at 4 weeks after baseline (OR = 284.534, p = 0.026). CONCLUSION For DAA-treated CHC patients, those with baseline age <65 years, fibrosis stages <3, hemoglobin levels ≥12.5 g/dL, or platelet counts ≥160 103/μL are more likely to attain fibrosis regression. There is a higher risk of fibrosis progression in those with baseline age ≥66 years, BMI ≥26.5 kg/m2, sofosbuvir/ribavirin use, platelet counts <119 103/μL, or the absence of early ALT normalization at 4 weeks after baseline.
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Affiliation(s)
- Ming-Han Hsieh
- Department of Medicine, School of Medicine, China Medical University, Taichung, Taiwan; Division of Gastroenterology and Hepatology, Department of Internal Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Tzu-Yu Kao
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Ting-Hui Hsieh
- Department of Pharmacy, College of Pharmaceutical Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Chun-Chi Kao
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Cheng-Yuan Peng
- Department of Medicine, School of Medicine, China Medical University, Taichung, Taiwan; Division of Gastroenterology and Hepatology, Department of Internal Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Hsueh-Chou Lai
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Hsing-Hung Cheng
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Mao-Wang Ho
- Department of Medicine, School of Medicine, China Medical University, Taichung, Taiwan; Division of Infectious Diseases, Department of Internal Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Chih-Yu Chi
- Department of Medicine, School of Medicine, China Medical University, Taichung, Taiwan; Division of Infectious Diseases, Department of Internal Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Jung-Ta Kao
- Department of Medicine, School of Medicine, China Medical University, Taichung, Taiwan; Division of Gastroenterology and Hepatology, Department of Internal Medicine, China Medical University Hospital, Taichung, Taiwan.
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9
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Romano A, Zeni N, Caspanello AR, Phillips S, Piano SS, Angeli P. Follow-up post-HCV virological response to DAA in advanced chronic liver disease. Liver Int 2024; 44:3138-3150. [PMID: 39344755 DOI: 10.1111/liv.16113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Revised: 09/05/2024] [Accepted: 09/11/2024] [Indexed: 10/01/2024]
Abstract
Direct-acting antivirals (DAA) achieve high virological response rates with minimal side effects for many patients. Despite their significant impact on the progression and epidemiology of hepatitis C virus (HCV) associated liver disease, the global annual incidence of chronic infections is expected to remain relatively constant, averaging 1.42 million new cases each year until 2030. Furthermore, by 2030, there will be a 14-17% increase in end-stage liver disease outcomes such as liver-related deaths, hepatocellular carcinoma (HCC), and decompensated cirrhosis in adults aged 18 years and over. Although reductions in liver decompensation, HCC occurrence, and mortality have been shown in patients with advanced liver disease who achieved sustained virological response (SVR) with DAA, these benefits may be less significant in those with decompensated liver cirrhosis. This review aims to summarise the impact of the virological response to DAA on liver disease progression and outcomes in patients with advanced chronic liver disease, which appears to be crucial for defining patient-specific follow-up.
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Affiliation(s)
- A Romano
- Unit of Internal Medicine and Hepatology, Department of Medicine, University of Padova, Padova, Italy
| | - N Zeni
- Unit of Internal Medicine and Hepatology, Department of Medicine, University of Padova, Padova, Italy
| | - A R Caspanello
- Unit of Internal Medicine and Hepatology, Department of Medicine, University of Padova, Padova, Italy
- Department of Clinical and Experimental Medicine, Unit of Medicine and Hepatology, University of Messina, Messina, Italy
| | - S Phillips
- Institute of Hepatology Foundation for Liver Research London UK, School of Immunology and Microbial Sciences King's College London, London, UK
| | - S S Piano
- Unit of Internal Medicine and Hepatology, Department of Medicine, University of Padova, Padova, Italy
| | - P Angeli
- Unit of Internal Medicine and Hepatology, Department of Medicine, University of Padova, Padova, Italy
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10
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Pan L, Wang L, Ma H, Ding F. Relevance of combined influence of nutritional and inflammatory status on non-alcoholic fatty liver disease and advanced fibrosis: A mediation analysis of lipid biomarkers. J Gastroenterol Hepatol 2024; 39:2853-2862. [PMID: 39392197 DOI: 10.1111/jgh.16760] [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: 07/15/2024] [Revised: 08/27/2024] [Accepted: 09/22/2024] [Indexed: 10/12/2024]
Abstract
BACKGROUND AND AIM This study aimed to investigate the relationship between advanced lung cancer inflammation index (ALI) and non-alcoholic fatty liver disease (NAFLD) and advanced liver fibrosis (AF). METHODS A total of 5642 individuals from the National Health and Nutrition Examination Survey (NHANES) between 2017 and 2020 were examined. Limited cubic spline regression model, and weighted logistic regression were employed to determine if ALI levels were related to the prevalence of NAFLD and AF. Additionally, a mediating analysis was conducted to investigate the role of lipid biomarkers, such as total cholesterol (TC) and high-density lipoprotein cholesterol (HDL-C), in the effects of ALI on the prevalence of NAFLD and AF. RESULTS After adjusting for potential confounders, a significant positive association was found between ALI with NAFLD and AF prevalence. Compared with those in ALI Tertile 1, participants in Tertile 3 had higher odds of NAFLD prevalence (odds ratio [OR]: 3.16; 95% confidence interval [CI]: 2.52-3.97) and AF (OR: 3.17; 95% CI: 2.30-4.36). Participants in both Tertile 2 and Tertile 3 had lower odds of developing AF (P for trend = 0.005). Moreover, we discovered a nonlinear association between ALI and NAFLD. An inflection point of 74.25 for NAFLD was identified through a two-segment linear regression model. Moreover, TC and HDL-C levels mediated the association between ALI and NAFLD by 10.2% and 4.2%, respectively (both P < 0.001). CONCLUSION Our findings suggest that higher ALI levels are positively associated with an increased prevalence of NAFLD and AF, partly mediated by lipid biomarkers.
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Affiliation(s)
- Lei Pan
- Department of Histology and embryology, Hebei Medical University, Shijiazhuang, China
| | - Lixuan Wang
- Department of Histology and embryology, Hebei Medical University, Shijiazhuang, China
| | - Huijuan Ma
- Department of physiology, Hebei Medical University, Shijiazhuang, China
| | - Fan Ding
- Hubei Jingmen Maternal and Child Health Hospital, Jingmen, China
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11
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Zhang F, Han Y, Mao Y, Zheng G, Liu L, Li W. Non-invasive prediction nomogram for predicting significant fibrosis in patients with metabolic-associated fatty liver disease: a cross-sectional study. Ann Med 2024; 56:2337739. [PMID: 38574396 PMCID: PMC10997367 DOI: 10.1080/07853890.2024.2337739] [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: 10/29/2023] [Accepted: 03/04/2024] [Indexed: 04/06/2024] Open
Abstract
BACKGROUND AND AIM This study aims to validate the efficacy of the conventional non-invasive score in predicting significant fibrosis in metabolic-associated fatty liver disease (MAFLD) and to develop a non-invasive prediction model for MAFLD. METHODS This cross-sectional study was conducted among 7701 participants with MAFLD from August 2018 to December 2023. All participants were divided into a training cohort and a validation cohort. The study compared different subgroups' demographic, anthropometric, and laboratory examination indicators and conducted logistic regression analysis to assess the correlation between independent variables and liver fibrosis. Nomograms were created using the logistic regression model. The predictive values of noninvasive models and nomograms were evaluated using receiver operating characteristic (ROC) curve analysis and decision curve analysis (DCA). RESULTS Four nomograms were developed for the quantitative analysis of significant liver fibrosis risk based on the multivariate logistic regression analysis results. The nomogram's area under ROC curves (AUC) was 0.710, 0.714, 0.748, and 0.715 in overall MAFLD, OW-MAFLD, Lean-MAFLD, and T2DM-MAFLD, respectively. The nomogram had a higher AUC in all MAFLD participants and OW-MAFLD than the other non-invasive scores. The DCA curve showed that the net benefit of each nomogram was higher than that of APRI and FIB-4. In the validation cohort, the AUCs of the nomograms were 0.722, 0.750, 0.719, and 0.705, respectively. CONCLUSION APRI, FIB-4, and NFS performed poorly predicting significant fibrosis in patients with MAFLD. The new model demonstrated improved diagnostic accuracy and clinical applicability in identifying significant fibrosis in MAFLD.
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Affiliation(s)
- Fan Zhang
- Department of Endocrinology, Changzhou Third People’s Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, China
- Department of Clinical Nutrition, Changzhou Third People’s Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, China
| | - Yan Han
- Department of Endocrinology, Changzhou Third People’s Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, China
- Department of Clinical Nutrition, Changzhou Third People’s Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, China
| | - Yonghua Mao
- Department of Endocrinology, Changzhou Third People’s Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, China
| | - Guojun Zheng
- Clinical Laboratory, Changzhou Third People’s Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, China
| | - Longgen Liu
- Department of Liver Diseases, Changzhou Third People’s Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, China
| | - Wenjian Li
- Department of Urology, Changzhou Third People’s Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, China
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12
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Mak LY, Hui RWH, Chung MSH, Wong DKH, Fung J, Seto WK, Yuen MF. Regression of liver fibrosis after HBsAg loss: A prospective matched case-control evaluation using transient elastography and serum enhanced liver fibrosis test. J Gastroenterol Hepatol 2024; 39:2826-2834. [PMID: 39188082 DOI: 10.1111/jgh.16728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2024] [Revised: 07/13/2024] [Accepted: 08/09/2024] [Indexed: 08/28/2024]
Abstract
BACKGROUND AND AIM We assessed the effect of hepatitis B surface antigen (HBsAg) seroclearance (HBsAg-loss) on liver fibrosis regression in patients with chronic hepatitis B (CHB) infection. METHOD CHB patients with recent documented HBsAg-loss were age- and gender-matched with treatment-naïve HBeAg-negative CHB infection. Paired assessment with transient elastography and enhanced liver fibrosis (ELF) measurements were performed and repeated at 3 years. Fibrosis regression was arbitrarily defined as decrease in ≥ 1 fibrosis stage by ELF, or combining with reduction > 30% in liver stiffness. RESULTS A total of 142 HBsAg-loss and 142 CHB subjects were recruited (median age 58.1 years, 51.4% male). A total of 1.8% (1.4% HBsAg-loss vs 2.1% CHB) achieved combined endpoint of fibrosis regression at 3 years. When ELF-only definition of fibrosis regression was used, 14.5% HBsAg-loss and 16.9% CHB subjects achieved this endpoint, which was significantly associated with baseline ELF (hazard ratio (HR) 1.827, 95% confidence interval (CI) 1.085-3.075) and time since HBsAg-loss (HR 2.688, 95% CI 1.257-5.748). While increasing time since HBsAg-loss increased the proportion of ELF-defined fibrosis regression, increasing age was also associated with significant fibrosis. Age of achieving HBsAg-loss (ageSC) was independently associated with high baseline ELF values. Up to 52.3% and 63.8% subjects with ageSC > 50 had advanced fibrosis/cirrhosis at baseline and 3 years, respectively, compared with 5.9% and 20.6% in subjects with ageSC < 50. CONCLUSION Fibrosis regression occurred in a minority of subjects achieving HBsAg-loss, which was not significantly different compared with subjects with persistent overt CHB. Subjects after achieving HBsAg-loss, especially among those with ageSC > 50, should receive ongoing surveillance for liver-related complications.
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Affiliation(s)
- Lung-Yi Mak
- Department of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
- State Key Laboratory of Liver Research, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Rex Wan-Hin Hui
- Department of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Matthew S H Chung
- Department of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Danny Ka-Ho Wong
- Department of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
- State Key Laboratory of Liver Research, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - James Fung
- Department of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
- State Key Laboratory of Liver Research, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Wai-Kay Seto
- Department of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
- State Key Laboratory of Liver Research, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Man-Fung Yuen
- Department of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
- State Key Laboratory of Liver Research, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
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13
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Wei H, Bi Y, Liao C, Huang Y, Lian Y. Plasma microRNA-15a/16-1 serves as a non-invasive indicator of liver fibrosis severity in individuals with chronic hepatitis B. Noncoding RNA Res 2024; 9:1342-1350. [PMID: 39247146 PMCID: PMC11380177 DOI: 10.1016/j.ncrna.2024.08.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Revised: 08/05/2024] [Accepted: 08/14/2024] [Indexed: 09/10/2024] Open
Abstract
Background The lack of effective non-invasive diagnostic methods for liver fibrosis hinders timely treatment for chronic hepatitis B (CHB) patients, leading to the progression of advanced liver disease. Circulating microRNAs offer a non-invasive approach to fibrosis assessment. MicroRNA-15a/16-1 (miR-15a/16) was reported to be implicated in fibrosis development, but the role of plasma miR-15a/16 in liver fibrosis assessment remains poorly understood. This study explored the importance of plasma miR-15a/16 in assessing liver fibrosis severity of CHB patients. Methods Quantitative PCR was utilized to measure the levels of plasma miR-15a/16 in 435 patients with CHB and 74 healthy controls. We assessed the correlation between plasma miR-15a/16 levels and liver fibrosis and cirrhosis using Pearson correlation coefficients, multivariate linear and logistic regression models, and smooth curve fitting. Utilizing the receiver operating characteristic (ROC) curve, we examined the diagnostic potential of plasma miR-15a/16 in severe fibrosis and cirrhosis. Results Plasma levels of miR-15a/16 in patients with CHB were significantly reduced compared to those in healthy controls. In the CHB cohort, levels were notably decreased in individuals with severe fibrosis or cirrhosis compared to those without severe fibrosis or cirrhosis. Plasma miR-15a/16 levels exhibited a negative relationship with the severity of liver fibrosis, gradually decreasing as the histological fibrosis stage progressed from S0 to S4. Reduced levels of plasma miR-15a/16 were linked to an elevated risk of severe liver fibrosis (miR-15a: odds ratio [OR] = 0.243; 95 % confidence interval [CI]: 0.138, 0.427; miR-16: OR = 0.201; 95 % CI: 0.097, 0.417) and cirrhosis (miR-15a: OR = 0.153; 95 % CI: 0.079, 0.298; miR-16: OR = 0.064; 95 % CI: 0.025, 0.162). MiR-15a achieved an area under the ROC curve of 0.886 and 0.832 for detecting moderate-to-severe fibrosis (S2-S4) and cirrhosis, respectively. MiR-16 demonstrated similar diagnostic values. Conclusion Plasma miR-15a/16 levels were negatively correlated with the severity of liver fibrosis in CHB patients and could serve as a new non-invasive indicator in evaluating liver fibrosis.
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Affiliation(s)
- Huan Wei
- Guangdong Provincial Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yanhua Bi
- Guangdong Provincial Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Chunhong Liao
- Guangdong Provincial Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yuehua Huang
- Guangdong Provincial Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- Department of Infectious Diseases, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yifan Lian
- Guangdong Provincial Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
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14
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El-Kassas M, Elakel W, Elsharkawy A, Asem N, Abu-Elfatth A, Mostafa A, Abdelazeem A, El-Serafy M, Ibrahem M, Ghanem EA, Abdeen N, Doss W, Esmat G, Abdeltawab D. Comparison of different noninvasive scores for assessing hepatic fibrosis in a cohort of chronic hepatitis C patients. Sci Rep 2024; 14:29544. [PMID: 39604515 PMCID: PMC11603190 DOI: 10.1038/s41598-024-79826-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2024] [Accepted: 11/12/2024] [Indexed: 11/29/2024] Open
Abstract
The continuous search for simple, noninvasive methods for assessing liver fibrosis remains very important to help risk-stratify and follow-up patients with chronic hepatitis C virus (HCV). This study aimed to evaluate the diagnostic performance and accuracy of six serological noninvasive scores for the assessment of liver fibrosis in comparison to liver histopathology. This retrospective cohort study included data from 19501 patients with chronic HCV infection who had liver biopsies as an HCV treatment prerequisite within the Egyptian national HCV treatment program. Six noninvasive scores (FIB-4, APRI, King's score, Fibro-Q, fibrosis index, Fibro-α score) were evaluated and compared to liver histopathology data in assessing different stages of liver fibrosis. The diagnostic performance for each score was assessed using the area under the receiver-operating characteristic curve (AUROC). All six noninvasive scores were statistically significant for predicting different stages of liver fibrosis. Four scores (FIB-4, King's score, APRI, and Fibro Q) had a better diagnostic performance for predicting different fibrosis stages. FIB-4, followed by the King's score, performs better in identifying patients with advanced fibrosis at cutoffs of 2.01 and 16.7, respectively, with AUROC of 0.71 for both, and in predicting cirrhosis at cutoffs of 2.21 and 17.4, respectively with AUROC 0.82 for both. Using noninvasive scores for fibrosis assessment is very important, especially in limited resource settings, to rapidly stratify patients who need more specialized care.
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Affiliation(s)
- Mohamed El-Kassas
- Endemic Medicine Department, Faculty of Medicine, Helwan University, Ain Helwan, Cairo, 11795, Egypt.
- National Committee for Control of Viral Hepatitis, Cairo, Egypt.
| | - Wafaa Elakel
- National Committee for Control of Viral Hepatitis, Cairo, Egypt
- Endemic Medicine and Hepatology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Aisha Elsharkawy
- Endemic Medicine and Hepatology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Noha Asem
- Public Health and Community Medicine Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Ahmed Abu-Elfatth
- Tropical Medicine Department, Faculty of Medicine, Assiut University, Assiut, Egypt
| | - Aya Mostafa
- Department of Community, Environmental, and Occupational Medicine, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Amr Abdelazeem
- Endemic Medicine Department, Faculty of Medicine, Helwan University, Ain Helwan, Cairo, 11795, Egypt
| | - Magdy El-Serafy
- National Committee for Control of Viral Hepatitis, Cairo, Egypt
- Endemic Medicine and Hepatology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Mohamed Ibrahem
- Clinical Biochemistry Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Eman Alsayed Ghanem
- Department of Community, Environmental, and Occupational Medicine, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Nermeen Abdeen
- Tropical Medicine Department, Faculty of Medicine, Alexandria University, Alexandria, Egypt
| | - Wahid Doss
- National Committee for Control of Viral Hepatitis, Cairo, Egypt
- Endemic Medicine and Hepatology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Gamal Esmat
- National Committee for Control of Viral Hepatitis, Cairo, Egypt
- Endemic Medicine and Hepatology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Doaa Abdeltawab
- Tropical Medicine Department, Faculty of Medicine, Assiut University, Assiut, Egypt
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Termite F, Borrelli de Andreis F, Liguori A, Gasbarrini A, Attili F, Spada C, Miele L. The Role of Endoscopic Ultrasound in Assessing Portal Hypertension: A State-of-the-Art Literature Review and Evolving Perspectives. Liver Int 2024. [PMID: 39601324 DOI: 10.1111/liv.16176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Revised: 10/26/2024] [Accepted: 11/06/2024] [Indexed: 11/29/2024]
Abstract
BACKGROUND Portal hypertension (PH) is a critical complication in patients with hepatic diseases. Its accurate evaluation is essential for early diagnosis, risk stratification, and management. Endoscopic ultrasound (EUS) has emerged as a promising diagnostic tool, offering high-resolution imaging of the portal venous system, hepatic vasculature, and surrounding structures. AIMS This review aims at providing an overview of the evolving role of EUS in PH evaluation in patients with liver disease. MATERIALS AND METHODS A systematic search was conducted in PubMed and Google Scholar until 31 May 2024. Relevant studies were identified using keywords related to EUS and PH. Additional references were included based on expert knowledge and citation analysis. Only full-length papers and abstracts in English were considered. RESULTS EUS demonstrates significant utility in PH assessment, offering high-resolution imaging and advanced tools like contrast enhancement (CE) and shear-wave elastography (SWE) for evaluating liver stiffness and correlating it with PH severity. EUS-guided portal pressure gradient (PPG) measurement provides a less invasive method for evaluating PH, potentially offering a safer alternative to conventional techniques. DISCUSSION EUS offers unique advantages in PH assessment, enabling comprehensive evaluation in a single session. Despite its potential, limitations such as invasiveness, sedation-related variability, and restricted availability persist. Emerging techniques require further validation in larger cohorts and standardised training. CONCLUSION EUS is a valuable diagnostic tool for PH evaluation, with the potential to improve outcomes through earlier diagnosis and better stratification. Addressing its limitations through further research and standardised protocols is critical to optimize its clinical utility. TRIAL REGISTRATION NCT04115046, NCT05728697, NCT05097963 and NCT03155282.
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Affiliation(s)
- Fabrizio Termite
- Department of Medical and Surgical Sciences, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Federica Borrelli de Andreis
- Department of Medical and Surgical Sciences, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
- Digestive Endoscopy Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome Italy, Università Cattolica del Sacro Cuore, Rome, Italy
- Digestive Endoscopy Unit, Ospedale Isola Tiberina - Gemelli Isola, Rome, Italy
| | - Antonio Liguori
- Department of Medical and Surgical Sciences, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Antonio Gasbarrini
- Department of Medical and Surgical Sciences, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
- Department of Translational Medicine and Surgery, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Università Cattolica Del Sacro Cuore, Rome, Italy
| | - Fabia Attili
- Department of Medical and Surgical Sciences, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
- Digestive Endoscopy Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome Italy, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Cristiano Spada
- Department of Medical and Surgical Sciences, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
- Digestive Endoscopy Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome Italy, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Luca Miele
- Department of Medical and Surgical Sciences, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
- Department of Translational Medicine and Surgery, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Università Cattolica Del Sacro Cuore, Rome, Italy
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16
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Kim MN. [Noninvasive Imaging Test to Assess Liver Fibrosis: Vibration-controlled Transient Elastography]. THE KOREAN JOURNAL OF GASTROENTEROLOGY = TAEHAN SOHWAGI HAKHOE CHI 2024; 84:201-205. [PMID: 39582307 DOI: 10.4166/kjg.2024.120] [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: 10/15/2024] [Revised: 10/31/2024] [Accepted: 11/04/2024] [Indexed: 11/26/2024]
Abstract
Liver fibrosis refers to the formation of scar tissue in the liver when inflammation persists over a long period. Assessing liver fibrosis is crucial for predicting the prognosis of chronic liver disease and managing patients with these conditions. Although a liver biopsy remains the gold standard for assessing liver fibrosis, it is limited by its invasive nature. Consequently, continuous efforts have been made to develop non-invasive methods for evaluating liver fibrosis, including imaging techniques and serum biomarkers. Vibration-controlled transient elastography (VCTE), a representative non-invasive imaging technique, has been used widely for liver fibrosis assessment since its introduction in 2003. This paper discusses the principles and methods of measurement, the advantages and disadvantages, and the considerations for interpreting VCTE based on the 2024 KASL Clinical Practice Guidelines for Non-invasive Tests to Assess Liver Fibrosis in Chronic Liver Disease. In addition, the diagnostic utility of VCTE in chronic viral hepatitis is reviewed.
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Affiliation(s)
- Mi Na Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Institute of Gastroenterology, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
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Nigam N, Yadav R, Pandey G, Hashim Z, Bihari C, Vishwadeep R, Kumar N, Mishra P. The histological grading of fibrosis in Budd-Chiari syndrome: A chronic liver disease, different from others. Indian J Gastroenterol 2024:10.1007/s12664-024-01690-3. [PMID: 39546183 DOI: 10.1007/s12664-024-01690-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Accepted: 09/10/2024] [Indexed: 11/17/2024]
Abstract
INTRODUCTION Budd-Chiari syndrome (BCS) is an uncommon disease caused by hepatic venous outflow obstruction. They can result in centrilobular fibrosis, nodular regenerative hyperplasia and cirrhosis. Assessing liver fibrosis is crucial for determining the stage of BCS, predicting disease progression and guiding treatment decisions. Although this pathology has been known for decades, no useful grading system was assigned. This study aims to introduce a histologic fibrosis grading system for BCS patients. METHODOLOGY All patients from 2017 to 2022 (Sanjay Gandhi Postgraduate Institute of Medical Sciences [SGPGIMS]), Lucknow diagnosed with BCS for whom liver biopsy was performed were included in the study. The Budd-Chiari syndrome-Hepatic Fibrosis system (BCS-HFS) was implemented to grade fibrosis. The fibrosis grade was compared with the fibrosis percentage area and a correlation was found with the hemodynamic variables (hepatic venous pressure gradient [HVPG]) and the prognostic scores. RESULTS There were 56 patients with BCS. The median age was 27 years, with a male-female ratio of 1.8:1. There was a significant difference in the fibrosis percentage, hemorrhage percentage and model for end-stage liver disease (MELD) score among the BCS-HFS grades (p < 0.05). There was a significant correlation between BCS-HFS and HVPG (ρ = 0.699, p < 0.001) and the MELD prognostic score (ρ = 0.474, p < 0.001). CONCLUSION BCS-HFS is applicable for grading fibrosis in BCS. It can help in uniform histopathology reporting and for further prospective and comparative studies.
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Affiliation(s)
- Neha Nigam
- Department of Pathology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, 226 014, India.
| | - Rajanikant Yadav
- Department of Pathology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, 226 014, India
| | - Gaurav Pandey
- Department of Gastroenterology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, 226 014, India
| | - Zia Hashim
- Department of Pulmonary Medicine, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, 226 014, India
| | - Chhagan Bihari
- Department of Pathology, Institute of Liver and Biliary Sciences, New Delhi, 110 070, India
| | - Rana Vishwadeep
- Department of Pathology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, 226 014, India
| | - Nirbhay Kumar
- Department of Pathology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, 226 014, India
| | - Prabhakar Mishra
- Department of Biostatistics and Health Informatics, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, 226 014, India
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Zhu G, Yang N, Yi Q, Xu R, Zheng L, Zhu Y, Li J, Che J, Chen C, Lu Z, Huang L, Xiang Y, Zheng T. Explainable machine learning model for predicting the risk of significant liver fibrosis in patients with diabetic retinopathy. BMC Med Inform Decis Mak 2024; 24:332. [PMID: 39529110 PMCID: PMC11552118 DOI: 10.1186/s12911-024-02749-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2024] [Accepted: 11/04/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND Diabetic retinopathy (DR), a prevalent complication in patients with type 2 diabetes, has attracted increasing attention. Recent studies have explored a plausible association between retinopathy and significant liver fibrosis. The aim of this investigation was to develop a sophisticated machine learning (ML) model, leveraging comprehensive clinical datasets, to forecast the likelihood of significant liver fibrosis in patients with retinopathy and to interpret the ML model by applying the SHapley Additive exPlanations (SHAP) method. METHODS This inquiry was based on data from the National Health and Nutrition Examination Survey 2005-2008 cohort. Utilizing the Fibrosis-4 index (FIB-4), liver fibrosis was stratified across a spectrum of grades (F0-F4). The severity of retinopathy was determined using retinal imaging and segmented into four discrete gradations. A ten-fold cross-validation approach was used to gauge the propensity towards liver fibrosis. Eight ML methodologies were used: Extreme Gradient Boosting, Random Forest, multilayer perceptron, Support Vector Machines, Logistic Regression (LR), Plain Bayes, Decision Tree, and k-nearest neighbors. The efficacy of these models was gauged using metrics, such as the area under the curve (AUC). The SHAP method was deployed to unravel the intricacies of feature importance and explicate the inner workings of the ML model. RESULTS The analysis included 5,364 participants, of whom 2,116 (39.45%) exhibited notable liver fibrosis. Following random allocation, 3,754 individuals were assigned to the training set and 1,610 were allocated to the validation cohort. Nine variables were curated for integration into the ML model. Among the eight ML models scrutinized, the LR model attained zenith in both AUC (0.867, 95% CI: 0.855-0.878) and F1 score (0.749, 95% CI: 0.732-0.767). In internal validation, this model sustained its superiority, with an AUC of 0.850 and an F1 score of 0.736, surpassing all other ML models. The SHAP methodology unveils the foremost factors through importance ranking. CONCLUSION Sophisticated ML models were crafted using clinical data to discern the propensity for significant liver fibrosis in patients with retinopathy and to intervene early. PRACTICE IMPLICATIONS Improved early detection of liver fibrosis risk in retinopathy patients enhances clinical intervention outcomes.
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Affiliation(s)
- Gangfeng Zhu
- The First Clinical Medical College, Gannan Medical University, Ganzhou, 341000, Jiangxi Province, China
| | - Na Yang
- The Engineering Research Center of Intelligent Theranostics Technology and Instruments, Ministry of Education, School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, 211166, China
- Artificial Intelligence Unit, Department of Medical Equipment Management, Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221004, Jiangsu Province, China
| | - Qiang Yi
- The First Clinical Medical College, Gannan Medical University, Ganzhou, 341000, Jiangxi Province, China
| | - Rui Xu
- Department of Rehabilitation Medicine, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, 321000, Zhejiang Province, China
| | - Liangjian Zheng
- The First Clinical Medical College, Gannan Medical University, Ganzhou, 341000, Jiangxi Province, China
| | - Yunlong Zhu
- The First Clinical Medical College, Gannan Medical University, Ganzhou, 341000, Jiangxi Province, China
| | - Junyan Li
- The First Clinical Medical College, Gannan Medical University, Ganzhou, 341000, Jiangxi Province, China
| | - Jie Che
- The First Clinical Medical College, Gannan Medical University, Ganzhou, 341000, Jiangxi Province, China
| | - Cixiang Chen
- The First Clinical Medical College, Gannan Medical University, Ganzhou, 341000, Jiangxi Province, China
| | - Zenghong Lu
- Department of Oncology, The First Affiliated Hospital, Gannan Medical University, Ganzhou, 341000, Jiangxi Province, China.
| | - Li Huang
- Department of Oncology, The First Affiliated Hospital, Gannan Medical University, Ganzhou, 341000, Jiangxi Province, China.
| | - Yi Xiang
- Department of Oncology, The First Affiliated Hospital, Gannan Medical University, Ganzhou, 341000, Jiangxi Province, China.
- Center of Portal Hypertension, Department of Radiology, Zhongda Hospital, Southeast University, Nanjing, 210009, China.
| | - Tianlei Zheng
- Artificial Intelligence Unit, Department of Medical Equipment Management, Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221004, Jiangsu Province, China.
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, College of Pharmacy, Xuzhou Medical University, Xuzhou, China.
- School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, 211166, China.
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Toniutto P, Falleti E, Cmet S, Cussigh A, Degasperi E, Anolli MP, Sambarino D, Facchetti F, Borghi M, Perbellini R, Monico S, Lampertico P. Sodium taurocholate cotransporting polypeptide (NTCP) polymorphisms may influence HDV RNA load and early response to bulevirtide. J Hepatol 2024; 81:819-826. [PMID: 38901675 DOI: 10.1016/j.jhep.2024.06.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2023] [Revised: 06/03/2024] [Accepted: 06/10/2024] [Indexed: 06/22/2024]
Abstract
BACKGROUND & AIMS Genetic polymorphisms in the sodium taurocholate cotransporting peptide (NTCP encoded by SLC10A1) have been described, but their role in untreated and treated patients with chronic hepatitis delta (CHD) remains unknown. Virological response (VR) to the NTCP inhibitor bulevirtide (BLV) was achieved at week 48 by >70% of patients with CHD, but nearly 15% experienced virological non-response (VNR) or partial response (PR). This study aimed to evaluate whether NTCP genetic polymorphisms affect baseline HDV RNA load and response to BLV in patients with CHD. METHODS BLV-untreated and -treated patients were enrolled in a retrospective cross-sectional and longitudinal study. Clinical and virological characteristics were collected at baseline and up to 96 weeks in the BLV-treated patients. NTCP genetic polymorphisms were identified by Sanger sequencing. RESULTS Of the six NTCP polymorphisms studied in 209 untreated patients with CHD, carriers of the rs17556915 TT/CC (n = 142) compared to CT (n = 67) genotype presented with higher median HDV RNA levels (5.39 vs. 4.75 log10 IU/ml, p = 0.004). Of 209 patients receiving BLV monotherapy at 2 mg/day, 76 were evaluated at week 24 and 40 up to week 96. Higher mean baseline HDV RNA levels were confirmed in TT/CC (n = 43) compared to CT (n = 33) carriers (5.38 vs. 4.72 log10 IU/ml, p = 0.010). Although 24-week VR was comparable between TT/CC and CT carriers (25/43 vs. 17/33, p = 0.565), the former group presented VNR more often than PR (9/11 vs. 9/23, p = 0.02) at week 24. 7/9 TT/CC genotype carriers remained VNR at week 48 of BLV treatment. CONCLUSIONS The NTCP rs17556915 C>T genetic polymorphisms may influence baseline HDV RNA load both in BLV-untreated and -treated patients with CHD and may contribute to identifying patients with different early virological responses to BLV. IMPACT AND IMPLICATIONS Although several sodium taurocholate cotransporting polypeptide (NTCP) genetic polymorphisms have been described, no data are available on their potential role in modifying HDV RNA load or treatment response to bulevirtide (BLV) in patients with chronic hepatitis delta (CHD). In this study, we demonstrated that patients with CHD, either treated or untreated, carrying NTCP rs17556915 TT/CC, presented higher baseline HDV RNA levels compared to those with the CT genotype. Higher HDV RNA levels in TT/CC carriers compared to CT carriers were also confirmed in patients with CHD treated with BLV monotherapy up to 96 weeks. Furthermore, carriers of TT/CC, compared to CT genotype, more frequently showed viral non-response (VNR) than partial response (PR) at week 24 of BLV treatment, and 7/9 TT/CC genotype carriers remained VNR at week 48 of BLV treatment. This is the first study demonstrating a potential role of NTCP genetic polymorphisms in influencing HDV viral load and early virological response to BLV monotherapy. Since no direct HDV resistance to BLV has been described so far, if confirmed in larger studies, the genetic polymorphisms in NTCP may help identify patients with different patterns of early virological response to BLV.
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Affiliation(s)
| | - Edmondo Falleti
- Hepatology and Liver Transplantation Unit, University of Udine, Italy
| | - Sara Cmet
- Clinical Pathology, Azienda Ospedaliero Universitaria Friuli Centrale, Udine, Italy
| | - Annarosa Cussigh
- Clinical Pathology, Azienda Ospedaliero Universitaria Friuli Centrale, Udine, Italy
| | - Elisabetta Degasperi
- Division of Gastroenterology and Hepatology, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Maria Paola Anolli
- Division of Gastroenterology and Hepatology, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Dana Sambarino
- Division of Gastroenterology and Hepatology, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Floriana Facchetti
- Division of Gastroenterology and Hepatology, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Marta Borghi
- Division of Gastroenterology and Hepatology, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Riccardo Perbellini
- Division of Gastroenterology and Hepatology, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Sara Monico
- Division of Gastroenterology and Hepatology, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Pietro Lampertico
- Division of Gastroenterology and Hepatology, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy; CRC "A. M. and A. Migliavacca" Center for Liver Disease, Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy; D-SOLVE consortium, an EU Horizon Europe funded project (No 101057917)
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20
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Li WF, Moi SH, Liu YW, Lin CC, Yong CC, Wang CC, Yen YH, Lin CY. A preoperative model to predict overall survival in patients with hepatoma undergoing resection. Am J Surg 2024; 237:115778. [PMID: 38811240 DOI: 10.1016/j.amjsurg.2024.115778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Revised: 04/17/2024] [Accepted: 05/23/2024] [Indexed: 05/31/2024]
Abstract
BACKGROUND We aimed to develop a preoperative model to predict overall survival (OS) in patients with hepatoma undergoing liver resection (LR). METHODS Patients who underwent LR for Barcelona Clinic Liver Cancer (BCLC) stage 0, A, or B hepatoma were enrolled. Tumor burden score (TBS) scores were determined using the following equation: TBS (Pinna et al., 2018) 2 = (largest tumor size [in cm])(Pinna et al., 2018) 2 + (tumor number) (Pinna et al., 2018) 22. The cutoff values for radiographic TBS were based on our recently published paper: low, <2.6; medium, 2.6-7.9; high, >7.9. RESULTS Multivariate analysis showed that radiographic TBS (low: referent; medium: HR = 2.89; 95 % CI: 1.60-5.21; p < 0.001; high, HR = 7.60; 95 % CI: 3.80-15.2; p < 0.001), AFP (<400 ng/mL: referent; ≧400 ng/mL: HR = 1.67, 95 % CI: 1.11-2.52, p = 0.014), and cirrhosis (absence: referent; presence: HR = 1.88, 95 % CI: 1.30-2.72, p < 0.001) were associated with OS. A simplified risk score was superior to BCLC system in concordance index (0.688 vs. 0.623). CONCLUSIONS We have developed a preoperative model that performs better in predicting OS than the BCLC system.
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Affiliation(s)
- Wei-Feng Li
- Liver Transplantation Center and Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan
| | - Sin-Hua Moi
- Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Taiwan
| | - Yueh-Wei Liu
- Liver Transplantation Center and Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan
| | - Chih-Che Lin
- Liver Transplantation Center and Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan
| | - Chee-Chien Yong
- Liver Transplantation Center and Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan
| | - Chih-Chi Wang
- Liver Transplantation Center and Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan.
| | - Yi-Hao Yen
- Division of Hepatogastroenterology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan.
| | - Chih-Yun Lin
- Biostatistics Center of Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan
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21
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Shanbhogue K, Chandarana H. Imaging of Cirrhosis and Hepatocellular Carcinoma: Current Evidence. Radiol Clin North Am 2024; 62:1013-1023. [PMID: 39393847 DOI: 10.1016/j.rcl.2024.04.004] [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: 10/13/2024]
Abstract
Hepatocellular carcinoma (HCC) is a leading cause of cancer-related deaths worldwide. Early detection of HCC is a key factor in enabling curative therapies and improving overall survival. Worldwide, several guidelines are available for surveillance of at-risk populations and diagnosis of HCC. This article provides a current comprehensive update on screening and diagnosis of HCC.
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Affiliation(s)
- Krishna Shanbhogue
- Department of Radiology, NYU Langone Health, 660 1st Avenue, 3rd Floor, New York, NY 10016, USA.
| | - Hersh Chandarana
- Department of Radiology, NYU Langone Health, 660 1st Avenue, 3rd Floor, New York, NY 10016, USA
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Wang J, Cao L, Liu F, Li C, Zhao P, Li Z, Lu X, Ye X, Bao J. A Multi-Institutional Study on Ultrasound Image Analysis for Staging HBV-Derived Liver Fibrosis: A Potential Noninvasive Alternative to Liver Stiffness Measurement. Clin Transl Gastroenterol 2024:01720094-990000000-00318. [PMID: 39466667 DOI: 10.14309/ctg.0000000000000780] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Accepted: 10/04/2024] [Indexed: 10/30/2024] Open
Abstract
INTRODUCTION Liver stiffness measurement is principal for staging liver fibrosis but not included in routine examinations. We investigated whether comparable diagnostic performance can be achieved by mining ultrasound images and developing a novel serum index (NSI). METHODS Texture features were extracted from ultrasound images. Spearman correlation and logistics regression selected independent variables for significant (F ≥ 2) and advanced (F ≥ 3) fibrosis. We compared the diagnostic performance of transient elastography (TE), ultrasound image biomarker, conventional serum indices (aspartate aminotransferase-to-platelet ratio index, fibrosis-4 index, gamma-glutamyl transpeptidase-to-platelet ratio), and NSI in 365 patients with chronic hepatitis B. RESULTS Among patients, 52.1% had significant fibrosis and 24.2% had advanced fibrosis. PLT, gamma-glutamyl transferase, prealbumin, and globulin were incorporated into NSI. In the validation group, TE achieved the best performance (area under the curve [AUC]: 0.765 [0.690-0.849] for significant fibrosis; 0.812 [0.745-0.878] for advanced fibrosis), followed by ultrasound image biomarker (AUC: 0.712 [0.629-0.795]; 0.678 [0.595-0.763]) and NSI (AUC: 0.630 [0.534-0.725]; 0.659 [0.572-0.745]), outperforming conventional indices. DISCUSSION Texture analysis enhances ultrasound's diagnostic utility, but TE remains superior. When TE is unavailable, ultrasound image analysis and NSI, incorporating prealbumin, can serve as alternative tools for fibrosis staging.
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Affiliation(s)
- Jincheng Wang
- Graduate School of Medical Science and Engineering, Hokkaido University, Sapporo, Japan
| | - Lihua Cao
- Liver Disease Center, Qinhuangdao Third Hospital, Qinhuangdao, Hebei, China
| | - Fang Liu
- Hangzhou Xixi Hospital, Hangzhou Sixth People's Hospital, Hangzhou Xixi Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Chunhui Li
- Liver Disease Center, Qinhuangdao Third Hospital, Qinhuangdao, Hebei, China
| | - Peng Zhao
- Department of Medical Imaging, The Fourth People's Hospital of Huai'an, Huai'an, China
| | - Zhaoyi Li
- Hangzhou Xixi Hospital, Hangzhou Sixth People's Hospital, Hangzhou Xixi Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Xiaojie Lu
- Graduate School of Medical Science and Engineering, Hokkaido University, Sapporo, Japan
| | - Xiaohang Ye
- Department of Medical Imaging, The Fourth People's Hospital of Huai'an, Huai'an, China
| | - Jianfeng Bao
- Hangzhou Xixi Hospital, Hangzhou Sixth People's Hospital, Hangzhou Xixi Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
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Patmore LA, Spaan M, Agarwal K, Koc ÖM, Blokzijl H, Brouwer S, van Soest H, van Hulzen AGW, Janssen HLA, Lammers AJJ, Jansen L, Claassen M, de Man RA, Takkenberg RB, van Dijk R, Posthouwer D, Reijnders JGP, Carey I, Sonneveld MJ. Prediction of Hepatocellular Carcinoma and Liver-related Events in Anti-hepatitis D Virus-positive Individuals. Clin Gastroenterol Hepatol 2024:S1542-3565(24)00868-1. [PMID: 39384029 DOI: 10.1016/j.cgh.2024.08.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Revised: 07/04/2024] [Accepted: 08/07/2024] [Indexed: 10/11/2024]
Abstract
BACKGROUND & AIMS Chronic hepatitis D (CHD) is the most severe form of chronic viral hepatitis, with a high risk of developing hepatocellular carcinoma (HCC) and liver-related mortality. Risk stratification is needed to guide HCC surveillance strategies and to prioritize treatment with antiviral agents. METHODS We conducted a multicenter retrospective cohort of anti-hepatitis D virus (HDV)-positive individuals managed at sites in the Netherlands and the United Kingdom. We studied the 5-year cumulative incidences of HCC and liver-related events (first of HCC, liver transplantation, and liver-related mortality), in the overall cohort and among relevant subgroups. RESULTS We analyzed 269 anti-HDV-positive individuals with a median follow-up of 4.3 years in which 47 first events occurred. The 5-year cumulative incidences of HCC and liver-related events were 3.8% and 15.6% in the overall cohort. The 5-year cumulative incidence of HCC and liver-related events for individuals without cirrhosis was 0% and 0.9% compared with 12% and 41.3% for individuals with cirrhosis (P < .001). The 5-year cumulative incidence of HCC and liver-related events was 0% and 2.1% among individuals with low PAGE-B scores, compared to 3.2% and 21.1% with intermediate and 25.4% and 45.5% with high-risk scores (P < .001). We found comparable results for the Fibrosis-4 score. Findings were consistent regardless of cirrhosis or detectable HDV RNA (P < .001). CONCLUSION Anti-HDV-positive individuals are at high risk of adverse liver-related outcomes. The incidence of HCC was negligible among individuals without cirrhosis and among individuals with low baseline PAGE-B and/or Fibrosis-4 scores. Therefore, these scores can be used to guide HCC surveillance strategies and potentially also for treatment prioritization.
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Affiliation(s)
- Lesley A Patmore
- Department of Gastroenterology and Hepatology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands.
| | - Michelle Spaan
- Department of Gastroenterology and Hepatology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Kosh Agarwal
- Institute of Liver Studies, King's College Hospital London, United Kingdom
| | - Özgür M Koc
- Department of Gastroenterology and Hepatology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Hans Blokzijl
- Department of Gastroenterology and Hepatology, University Medical Center Groningen, University of Groningen, The Netherlands
| | - Samantha Brouwer
- Department of Gastroenterology and Hepatology, Haga Hospital, The Hague, The Netherlands
| | - Hanneke van Soest
- Department of Gastroenterology and Hepatology, Haaglanden Medical Center, The Hague, The Netherlands
| | - Astrid G W van Hulzen
- Department of Internal Medicine and Infectious Diseases, Isala, Zwolle, The Netherlands
| | - Harry L A Janssen
- Department of Gastroenterology and Hepatology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - A J Jolanda Lammers
- Department of Internal Medicine and Infectious Diseases, Isala, Zwolle, The Netherlands
| | - Louis Jansen
- Department of Gastroenterology and Hepatology, OLVG, Amsterdam, The Netherlands
| | - Mark Claassen
- Department of Internal Medicine and Infectious Disease, Rijnstate Hospital, Arnhem, The Netherlands
| | - Robert A de Man
- Department of Gastroenterology and Hepatology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - R Bart Takkenberg
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Remco van Dijk
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Dirk Posthouwer
- Department of Internal medicine and Medical Microbiology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Jurriën G P Reijnders
- Department of Gastroenterology and Hepatology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands; Department of Gastroenterology and Hepatology, Haga Hospital, The Hague, The Netherlands
| | - Ivana Carey
- Institute of Liver Studies, King's College Hospital London, United Kingdom
| | - Milan J Sonneveld
- Department of Gastroenterology and Hepatology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
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Xu C, Zhao Y, Chen H, Ren W, Yang X, Zheng W, Yin Q, Pan H. Risk factors for significant histological changes in both HBeAg positive and negative treatment-naive chronic hepatitis B with persistently normal alanine aminotransferase level. BMC Infect Dis 2024; 24:1120. [PMID: 39379873 PMCID: PMC11460226 DOI: 10.1186/s12879-024-10015-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Accepted: 09/30/2024] [Indexed: 10/10/2024] Open
Abstract
BACKGROUND Chronic hepatitis B virus (HBV) infection remains a serious health issue, and determining the optimal time for antiviral therapy is challenging. We aimed to assess liver histological changes in patients with HBeAg-positive chronic hepatitis B (CHB) and those with HBeAg-negative CHB who had persistently normal alanine aminotransferase and to determine the association between significant liver injury and various clinical parameters. METHODS We retrospectively included, in this study, 339 treatment-naïve patients with chronic HBV infections who had persistently normal alanine aminotransferase and underwent liver biopsy from 2013 to 2023. Histologic assessment was based on the Metavir scoring system to evaluate the association between clinical characteristics and the severity of liver inflammation and fibrosis. RESULTS Among the included participants, 138 were HBeAg-positive and 201 were HBeAg-negative. Lower hepatitis B surface antigen (HBsAg) (P = 0.003) and higher aspartate aminotransferase (AST) (P = 0.002) levels were associated with significant necroinflammation, whereas increasing age (P = 0.004) and lower HBV DNA (P < 0.001) levels were associated with significant fibrosis in HBeAg-positive patients with normal ALT levels. Higher HBV-DNA (P = 0.001) and AST levels(P < 0.001) were associated with significant necroinflammation, and higher AST(P < 0.001) levels were associated with significant fibrosis in HBeAg-negative patients. CONCLUSIONS A substantial proportion of patients with HBV infection who had normal ALT presented significant liver injury. HBsAg and AST were independent predictive factors for evaluating inflammation, while HBV DNA load and age were independent predictive factors for evaluating fibrosis in the HBeAg-positive group. HBV DNA load and AST were independent predictive factors for evaluating inflammation, while AST were independent predictive factors for evaluating fibrosis in the HBeAg-negative group.
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Affiliation(s)
- Chengan Xu
- Center for General Practice Medicine, Department of Infectious Diseases, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, Zhejiang, China
| | - Yue Zhao
- School of Public Health, Hangzhou Medical College, Hangzhou, China
| | - Hanzhu Chen
- Center for General Practice Medicine, Department of Infectious Diseases, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, Zhejiang, China
| | - Wenya Ren
- Center for General Practice Medicine, Department of Infectious Diseases, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, Zhejiang, China
| | - Xingdi Yang
- Center for General Practice Medicine, Department of Infectious Diseases, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, Zhejiang, China
| | - Wei Zheng
- Center for General Practice Medicine, Department of Infectious Diseases, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, Zhejiang, China
| | - Qiaoqiao Yin
- Center for General Practice Medicine, Department of Infectious Diseases, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, Zhejiang, China
| | - Hongying Pan
- Center for General Practice Medicine, Department of Infectious Diseases, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, Zhejiang, China.
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Zheng X, Mei T, Xu H, Yin H, Jin H, Gou C, Wang X, Ding H. Meta-analysis: accuracy of the Baveno VI criteria for the diagnosis of high-risk varices in patients with hepatocellular carcinoma. Front Oncol 2024; 14:1482290. [PMID: 39429476 PMCID: PMC11486710 DOI: 10.3389/fonc.2024.1482290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2024] [Accepted: 09/11/2024] [Indexed: 10/22/2024] Open
Abstract
Background and aim Diagnosing high-risk varices (HRV) is crucial for determining the prognosis and treatment strategy in patients with hepatocellular carcinoma (HCC). Although the Baveno VI consensus guidelines have been validated for assessing HRV in patients with liver cirrhosis, their applicability to those with HCC remains uncertain. This study aims to evaluate the effectiveness of the Baveno VI criteria in screening for HRV in patients with HCC. Methods We searched for English-language articles related to Baveno criteria and HCC across PubMed, Embase, Web of Science, and Cochrane databases, covering publications from their inception until April 19, 2024. Our meta-analysis was conducted using STATA 14.0 and Meta-Disc 1.4 software. We assessed the quality of the included studies using the Quality Assessment of Diagnostic Accuracy Studies-2 (QUADAS-2) tool. We analyzed pooled sensitivity (SEN), specificity (SPE), diagnostic odds ratio (DOR), positive likelihood ratio (LR+), and negative likelihood ratio (LR-) using a random-effects model and constructed a summary receiver operating characteristic (SROC) curve. Based on established consensus, the favorable Baveno VI criteria were defined as a liver stiffness measurement (LSM) < 20 kPa and a platelet count (PLT) > 150×109/L to exclude HRV. This study is registered with PROSPERO under the registration number CRD42024533946. Results We finally brought four studies, including 1277 patients with HCC, into this meta-analysis. The SEN, SPE, DOR, and AUC of favorable Baveno VI criteria in screening HRV in patients with HCC were 0.90 (95% CI: 0.81-0.95), 0.33 (95% CI: 0.25-0.41), 4.44 (95% CI: 2.14-9.22), and 0.59 (95% CI: 0.55-0.64), respectively. The LR+ and LR- of the favorable Baveno VI criteria were 1.34 (95% CI: 1.19-1.50) and 0.30 (95% CI: 0.16-0.58), respectively. Subgroup and meta-regression analyses indicated that BCLC and Child-Pugh stages likely contribute to the heterogeneity in the SPE. Conclusions The favorable Baveno VI criteria may not effectively screen HRV in patients with HCC. However, the current evidence is insufficient, and further studies with larger sample sizes and detailed patient subgroups are needed. Systematic review registration https://www.crd.york.ac.uk/prospero/, identifier CRD42024533946.
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Affiliation(s)
- Xiaoqin Zheng
- Integrated Traditional Chinese and Western Medicine Center, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Tingting Mei
- Interventional Therapy Center of Liver Disease, Beijing YouAn Hospital, Capital Medical University, Beijing, China
| | - Hui Xu
- Integrated Traditional Chinese and Western Medicine Center, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Heran Yin
- Integrated Traditional Chinese and Western Medicine Center, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Hua Jin
- Integrated Traditional Chinese and Western Medicine Center, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Chunyan Gou
- Integrated Traditional Chinese and Western Medicine Center, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Xiaojun Wang
- Integrated Traditional Chinese and Western Medicine Center, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Huiguo Ding
- Department of Gastroenterology and Hepatology, Beijing Youan Hospital, Capital Medical University, Beijing, China
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Yu H, Huang Y, Li M, Jiang H, Yang B, Xi X, Smayi A, Wu B, Yang Y. Prognostic significance of dynamic changes in liver stiffness measurement in patients with chronic hepatitis B and compensated advanced chronic liver disease. J Gastroenterol Hepatol 2024; 39:2169-2181. [PMID: 38946401 DOI: 10.1111/jgh.16673] [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: 03/23/2024] [Revised: 06/07/2024] [Accepted: 06/16/2024] [Indexed: 07/02/2024]
Abstract
BACKGROUND AND AIM Liver stiffness measurements (LSMs) are promising for monitoring disease progression or regression. We assessed the prognostic significance of dynamic changes in LSM over time on liver-related events (LREs) and death in patients with chronic hepatitis B (CHB) and compensated advanced chronic liver disease (cACLD). METHODS This retrospective study included 1272 patients with CHB and cACLD who underwent at least two measurements, including LSM and fibrosis score based on four factors (FIB-4). ΔLSM was defined as [(follow-up LSM - baseline LSM)/baseline LSM × 100]. We recorded LREs and all-cause mortality during a median follow-up time of 46 months. Hazard ratios (HRs) and confidence intervals (CIs) for outcomes were calculated using Cox regression. RESULTS Baseline FIB-4, baseline LSM, ΔFIB-4, ΔLSM, and ΔLSM/year were independently and simultaneously associated with LREs (adjusted HR, 1.04, 95% CI, 1.00-1.07; 1.02, 95% CI, 1.01-1.03; 1.06, 95% CI, 1.03-1.09; 1.96, 95% CI, 1.63-2.35, 1.02, 95% CI, 1.01-1.04, respectively). The baseline LSM combined with the ΔLSM achieved the highest Harrell's C (0.751), integrated AUC (0.776), and time-dependent AUC (0.737) for LREs. Using baseline LSM and ΔLSM, we proposed a risk stratification method to improve clinical applications. The risk proposed stratification based on LSM performed well in terms of prognosis: low risk (n = 390; reference), intermediate risk (n = 446; HR = 3.38), high risk (n = 272; HR = 5.64), and extremely high risk (n = 164; HR = 11.11). CONCLUSIONS Baseline and repeated noninvasive tests measurement allow risk stratification of patients with CHB and cACLD. Combining baseline and dynamic changes in the LSM improves prognostic prediction.
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Affiliation(s)
- Hongsheng Yu
- Department of Gastroenterology, The Third Affiliated Hospital of Sun Yat-Sen University, No. 600 Tianhe Road, Guangzhou, 510630, China
- Guangdong Provincial Key Laboratory of Liver Disease Research, Guangzhou, China
| | - Yinan Huang
- Department of Gastroenterology, The Third Affiliated Hospital of Sun Yat-Sen University, No. 600 Tianhe Road, Guangzhou, 510630, China
- Guangdong Provincial Key Laboratory of Liver Disease Research, Guangzhou, China
| | - Mingkai Li
- Department of Gastroenterology, The Third Affiliated Hospital of Sun Yat-Sen University, No. 600 Tianhe Road, Guangzhou, 510630, China
- Guangdong Provincial Key Laboratory of Liver Disease Research, Guangzhou, China
| | - Hao Jiang
- Department of Gastroenterology, The Third Affiliated Hospital of Sun Yat-Sen University, No. 600 Tianhe Road, Guangzhou, 510630, China
- Guangdong Provincial Key Laboratory of Liver Disease Research, Guangzhou, China
| | - Bilan Yang
- Department of Gastrointestinal Endoscopy Center, The Eighth Affiliated Hospital, Sun Yat-sen University, 518033, Shenzhen, China
| | - Xiaoli Xi
- Department of Gastroenterology, The Third Affiliated Hospital of Sun Yat-Sen University, No. 600 Tianhe Road, Guangzhou, 510630, China
- Guangdong Provincial Key Laboratory of Liver Disease Research, Guangzhou, China
| | - Abdukyamu Smayi
- Department of Gastroenterology, The Third Affiliated Hospital of Sun Yat-Sen University, No. 600 Tianhe Road, Guangzhou, 510630, China
- Guangdong Provincial Key Laboratory of Liver Disease Research, Guangzhou, China
| | - Bin Wu
- Department of Gastroenterology, The Third Affiliated Hospital of Sun Yat-Sen University, No. 600 Tianhe Road, Guangzhou, 510630, China
- Guangdong Provincial Key Laboratory of Liver Disease Research, Guangzhou, China
| | - Yidong Yang
- Department of Gastroenterology, The Third Affiliated Hospital of Sun Yat-Sen University, No. 600 Tianhe Road, Guangzhou, 510630, China
- Guangdong Provincial Key Laboratory of Liver Disease Research, Guangzhou, China
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Zheng S, Li D, Shi Z, Yang Y, Li L, Chen P, A bulimiti X, Li F. Development and validation of a nomogram for nonalcoholic fatty liver disease in Western Xinjiang, China. Eur J Gastroenterol Hepatol 2024; 36:1220-1229. [PMID: 38916218 PMCID: PMC11361349 DOI: 10.1097/meg.0000000000002807] [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: 02/21/2024] [Accepted: 04/11/2024] [Indexed: 06/26/2024]
Abstract
OBJECTIVE The aim of this study was to establish a simple, nonalcoholic fatty liver disease (NAFLD) screening model using readily available variables to identify high-risk individuals in Western Xinjiang, China. METHODS A total of 40 033 patients from the National Health Examination were divided into a training group (70%) and a validation group (30%). Univariate regression and least absolute shrinkage and selection operator models optimized feature selection, while a multivariate logistic regression analysis constructed the prediction model. The model's performance was evaluated using the area under the receiver operating characteristic curve, and its clinical utility was assessed through decision curve analysis. RESULTS The nomogram assessed NAFLD risk based on factors such as sex, age, diastolic blood pressure, waist circumference, BMI, fasting plasma glucose, alanine aminotransferase, platelet count, total cholesterol, triglycerides, low-density lipoprotein-cholesterol, and high-density lipoprotein-cholesterol. The area under the receiver operating characteristic curves were 0.829 for men and 0.859 for women in the development group, and 0.817 for men and 0.865 for women in the validation group. The decision curve analysis confirmed the nomogram's clinical usefulness, with consistent findings in the validation set. CONCLUSION A user-friendly nomogram prediction model for NAFLD risk was successfully developed and validated for Western Xinjiang, China.
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Affiliation(s)
- Shuaiyin Zheng
- Xinjiang Second Medical College
- Xinjiang Key Laboratory of Clinical Gene Testing and Biomedical Information
| | - Di Li
- Xinjiang Key Laboratory of Clinical Gene Testing and Biomedical Information
- Department of Public Health, Karamay Hospital of People’s Hospital of Xinjiang Uygur Autonomous Region
- Xinjiang Digestive System Tumor Precision Medical Clinical Medical Research Center, Karamay
| | - Zhuoyue Shi
- Department of Public Health, Xinjiang Medical University, Urumqi
| | - Ying Yang
- Department of Public Health, Xinjiang Medical University, Urumqi
| | | | | | | | - Fuye Li
- Department of Public Health, Xinjiang Medical University, Urumqi
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28
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Wang J, Tang S, Wu J, Xu S, Sun Q, Zhou Z, Xu X, Liu Y, Liu Q, Mao Y, He J, Zhang X, Yin Y. Radiomic Features at Contrast-Enhanced CT Predict Virus-Driven Liver Fibrosis: A Multi-Institutional Study. Clin Transl Gastroenterol 2024; 15:e1. [PMID: 38801182 PMCID: PMC11500785 DOI: 10.14309/ctg.0000000000000712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 04/30/2024] [Indexed: 05/29/2024] Open
Abstract
INTRODUCTION Liver fibrosis is a major cause of morbidity and mortality among in patients with chronic hepatitis. Radiomics, particularly of the spleen, may improve diagnostic accuracy and treatment strategies. External validations are necessary to ensure reliability and generalizability. METHODS In this retrospective study, we developed 3 radiomics models using contrast-enhanced computed tomography scans from 167 patients with liver fibrosis (training group) between January 2020 and December 2021. Radiomic features were extracted from arterial venous, portal venous, and equilibrium phase images. Recursive feature selection random forest and the least absolute shrinkage and selection operator logistic regression were used for feature selection and dimensionality reduction. Performance was assessed by area under the curve, C-index, calibration plots, and decision curve analysis. External validation was performed on 114 patients from 2 institutions. RESULTS Twenty-five radiomic features were significantly associated with fibrosis stage, with 80% of the top 10 features originating from portal venous phase spleen images. The radiomics models showed good performance in the validation cohort (C-indices 0.723-0.808) and excellent calibration. Decision curve analysis indicated clinical benefits, with machine learning-based radiomics models (Random Forest score and support vector machine based radiomics score) providing more significant advantages. DISCUSSION Radiomic features offer significant benefits over existing serum indices for staging virus-driven liver fibrosis, underscoring the value of radiomics in enhancing diagnostic accuracy. Specifically, radiomics analysis of the spleen presents additional noninvasive options for assessing fibrosis, highlighting its potential in improving patient management and outcomes.
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Affiliation(s)
- Jincheng Wang
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
- Graduate School of Medical Science and Engineering, Hokkaido University, Sapporo, Japan
| | - Shengnan Tang
- Department of Nuclear Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Jin Wu
- Department of Nuclear Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Shanshan Xu
- Department of Nuclear Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
- Department of PET/CT Center, Jiangsu Cancer Hospital, The Affiliated Cancer Hospital of Nanjing Medical University, Jiangsu Institute of Cancer Research, Nanjing, China
| | - Qikai Sun
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Zheyu Zhou
- Department of General Surgery, Nanjing Drum Tower Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Graduate School of Peking Union Medical College, Nanjing, China
| | - Xiaoliang Xu
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Yang Liu
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Qiaoyu Liu
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Yingfan Mao
- Department of Nuclear Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Jian He
- Department of Nuclear Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Xudong Zhang
- Department of Hepato-biliary-pancreatic Surgery, The Affiliated Changzhou No. 2 People’s Hospital of Nanjing Medical University, Changzhou, China
| | - Yin Yin
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
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Del Prato S, Li Z, Ramasundarahettige C, Branch KRH, Lam CSP, Lopes RD, Pratley R, Rosenstock J, Sattar N, Gerstein HC. Impact of baseline FIB-4 score on efpeglenatide benefits on cardiovascular outcomes in people with type 2 diabetes: a participant-level exploratory analysis of the AMPLITUDE-O trial. Cardiovasc Diabetol 2024; 23:352. [PMID: 39342203 PMCID: PMC11439209 DOI: 10.1186/s12933-024-02432-7] [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: 07/30/2024] [Accepted: 09/05/2024] [Indexed: 10/01/2024] Open
Abstract
AIMS To estimate the incidence of major adverse cardiovascular events (MACE), expanded MACE, and MACE or Death across Fibrosis- 4 score (FIB-4) categories in people with type 2 diabetes and to determine whether efpeglenatide's effect varies with increasing FIB-4 severity. MATERIALS AND METHODS AMPLITUDE-O trial data were used to estimate the relationship of FIB-4 score categories to the hazard of MACE, expanded MACE, and MACE or death. Interactions on these outcomes between baseline FIB-4 score, and between FIB-4 score and efpeglenatide were also assessed. RESULTS Baseline FIB-4 score was available for 4059 participants (99.6%) allowing subdivision of the population in tertiles. During a median follow-up of 1.8 years, numerical increases in the incidence of all 3 outcomes did not change significantly across tertiles of FIB-4 score (P for trend ≥ 0.25) with negligible relationship of the score to incident outcomes (MACE HR, per 1 SD higher score, 95% CI: 1.00, 0.89-1.13). Efpeglenatide's effect on all MACE outcomes did not vary across FIB-4 tertiles (all interaction p values ≥ 0.64). CONCLUSIONS In high-risk people with type 2 diabetes, the degree of liver fibrosis, as estimated by FIB-4 score, was not related to incident cardiovascular outcomes. The beneficial effect of efpeglenatide on these outcomes is independent of FIB-4 category.
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Affiliation(s)
- Stefano Del Prato
- Interdisciplinary Research Center "Health Science", Sant'Anna School of Advanced Studies, Piazza Martiri della Libertà, 33, 56127, Pisa, Italy.
| | - Zhuoru Li
- Population Health Research Institute, McMaster University and Hamilton Health Sciences, Hamilton, Canada
| | | | | | - Carolyn S P Lam
- National Heart Centre Singapore and Duke-National University of Singapore, Singapore, Singapore
| | - Renato D Lopes
- Duke Clinical Research Institute, Duke University Medical Center, Durham, NC, USA
| | - Richard Pratley
- AdventHealth Translational Research Institute, Orlando, FL, USA
| | | | - Naveed Sattar
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK
| | - Hertzel C Gerstein
- Population Health Research Institute, McMaster University and Hamilton Health Sciences, Hamilton, Canada
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30
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Zheng H, Sechi LA, Navarese EP, Casu G, Vidili G. Metabolic dysfunction-associated steatotic liver disease and cardiovascular risk: a comprehensive review. Cardiovasc Diabetol 2024; 23:346. [PMID: 39342178 PMCID: PMC11439309 DOI: 10.1186/s12933-024-02434-5] [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: 06/12/2024] [Accepted: 09/09/2024] [Indexed: 10/01/2024] Open
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD), previously termed nonalcoholic fatty liver disease (NAFLD), poses a significant global health challenge due to its increasing prevalence and strong association with cardiovascular disease (CVD). This comprehensive review summarizes the current knowledge on the MASLD-CVD relationship, compares analysis of how different terminologies for fatty liver disease affect cardiovascular (CV) risk assessment using different diagnostic criteria, explores the pathophysiological mechanisms connecting MASLD to CVD, the influence of MASLD on traditional CV risk factors, the role of noninvasive imaging techniques and biomarkers in the assessment of CV risk in patients with MASLD, and the implications for clinical management and prevention strategies. By incorporating current research and clinical guidelines, this review provides a comprehensive overview of the complex interplay between MASLD and cardiovascular health.
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Affiliation(s)
- Haixiang Zheng
- Department of Biomedical Sciences, University of Sassari, 07100, Sassari, Italy
- Department of Cardiology, The Second Affiliated Hospital of Shantou University Medical College, 515041, Shantou, China
| | - Leonardo Antonio Sechi
- Department of Biomedical Sciences, University of Sassari, 07100, Sassari, Italy
- Complex Structure of Microbiology and Virology, AOU Sassari, 07100, Sassari, Italy
| | - Eliano Pio Navarese
- Clinical and Experimental Cardiology, Clinical and Interventional Cardiology, University of Sassari, Sassari, Italy
| | - Gavino Casu
- Clinical and Experimental Cardiology, Clinical and Interventional Cardiology, University of Sassari, Sassari, Italy
| | - Gianpaolo Vidili
- Department of Medicine, Surgery, and Pharmacy, University of Sassari, Azienda Ospedaliero, 07100, Sassari, Italy.
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31
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Tanaka A, Ma X, Takahashi A, Vierling JM. Primary biliary cholangitis. Lancet 2024; 404:1053-1066. [PMID: 39216494 DOI: 10.1016/s0140-6736(24)01303-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Revised: 06/04/2024] [Accepted: 06/17/2024] [Indexed: 09/04/2024]
Abstract
Primary biliary cholangitis is a chronic, autoimmune, cholestatic disease that mainly affects women aged 40-70 years. Recent epidemiological studies have shown an increasing incidence worldwide despite geographical heterogeneity and a decrease in the female-to-male ratio of those the disease affects. Similar to other autoimmune diseases, primary biliary cholangitis occurs in genetically predisposed individuals upon exposure to environmental triggers, specifically xenobiotics, smoking, and the gut microbiome. Notably, the diversity of the intestinal microbiome is diminished in individuals with primary biliary cholangitis. The intricate interplay among immune cells, cytokines, chemokines, and biliary epithelial cells is postulated as the underlying pathogenic mechanism involved in the development and progression of primary biliary cholangitis, and extensive research has been dedicated to comprehending these complex interactions. Following the official approval of obeticholic acid as second-line treatment for patients with an incomplete response or intolerance to ursodeoxycholic acid, clinical trials have indicated that peroxisome proliferator activator receptor agonists are promising additional second-line drugs. Future dual or triple drug regimens might reach a new treatment goal of normalisation of alkaline phosphatase levels, rather than a decrease to less than 1·67 times the upper limit of normal levels, and potentially improve long-term outcomes. Improvement of health-related quality of life with better recognition and care of subjective symptoms, such as pruritus and fatigue, is also an important treatment goal. Promising clinical investigations are underway to alleviate these symptoms. Efforts to facilitate better access to medical care and dissemination of current knowledge should enable diagnosis at an earlier stage of primary biliary cholangitis and ensure access to treatments based on risk stratification for all patients.
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Affiliation(s)
- Atsushi Tanaka
- Department of Medicine, Teikyo University School of Medicine, Tokyo, Japan.
| | - Xiong Ma
- Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, NHC Key Laboratory of Digestive Diseases, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Institute of Digestive Disease, Shanghai, China
| | - Atsushi Takahashi
- Department of Gastroenterology, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - John M Vierling
- Department of Medicine and Surgery, Section of Gastroenterology, Baylor College of Medicine, Houston, TX, USA; Hepatology, and Division of Abdominal Transplantation, Baylor College of Medicine, Houston, TX, USA
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Helal E, Elgebaly F, Mousa N, Elbaz S, Abdelsalam M, Abdelkader E, El-Sehrawy A, El-Wakeel N, El-Emam O, Hashem M, Elmetwalli A, Mansour S. Diagnostic performance of new BAST score versus FIB-4 index in predicating of the liver fibrosis in patients with metabolic dysfunction-associated steatotic liver disease. Eur J Med Res 2024; 29:459. [PMID: 39272195 PMCID: PMC11401269 DOI: 10.1186/s40001-024-02032-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Accepted: 08/20/2024] [Indexed: 09/15/2024] Open
Abstract
BACKGROUND AND AIM Metabolic dysfunction-associated steatotic liver disease (MASLD) formerly known as non-alcoholic fatty liver disease (NAFLD) is the most common liver condition globally. The FIB-4 test is used to detect fibrosis in fatty liver disease but has limited accuracy in predicting liver stiffness, resulting in high rates of false positives and negatives. The new BAST scoring system, incorporating waist circumference, AST, and BMI, has been developed to assess the presence of fibrosis in NAFLD patients. This study compares the effectiveness of BAST and FIB-4 in predicting liver fibrosis in MASLD patients. PATIENTS AND METHODS The study included 140 non-diabetic MASLD patients who underwent transient elastography measurement. BAST score and FIB-4 were calculated for each patient. Patients were grouped based on fibrosis severity; F1, F2, and F3-F4. The sensitivity and specificity of the BAST score and FIB-4 were assessed using receiver operating characteristic curves. RESULTS The BAST score increased significantly with fibrosis progression from F1 to F3-F4. In differentiating advanced fibrosis (F2-F3) from mild/moderate fibrosis (F1-F2), the BAST score at cutoff ≤ - 0.451 showed better diagnostic performance with 90.70% sensitivity, 74.07% specificity, 84.8% PPV and 83.3% NPV compared to FIB-4 that had 60.47% sensitivity, 50.0% specificity, 65.8% PPV and 44.3% NPV. Similarly, for differentiating between F1 and F2 fibrosis, the BAST score at cutoff ≤ - 1.11 outperformed FIB-4, with 80.23% sensitivity, 79.49% specificity, 89.6% PPV and 64.6% NPV, while FIB-4 had 59.30% sensitivity, 51.28% specificity, 72.9% PPV and 36% NPV. CONCLUSIONS The BAST score is a better predictor of liver fibrosis in MASLD compared to FIB-4, especially in cases of advanced fibrosis or cirrhosis.
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Affiliation(s)
- Eman Helal
- Department of Tropical Medicine, Faculty of Medicine, Tanta University, Tanta, Egypt
| | - Fatma Elgebaly
- Department of Tropical Medicine, Faculty of Medicine, Tanta University, Tanta, Egypt
| | - Nasser Mousa
- Tropical Medicine Department, Mansoura University, Mansoura, Egypt.
| | - Sherif Elbaz
- Internal Medicine Department, Jacobs School of Medicine and Biomedical Sciences, Buffalo University, New York, USA
| | - Mostafa Abdelsalam
- Internal Medicine Department, Mansoura University, Mansoura, Egypt
- Alameen General Hospital, Taif, Kingdom of Saudi Arabia
| | - Eman Abdelkader
- Internal Medicine Department, Mansoura University, Mansoura, Egypt
| | - Amr El-Sehrawy
- Internal Medicine Department, Mansoura University, Mansoura, Egypt
| | - Niveen El-Wakeel
- Medical Microbiology and Immunology Department, Mansoura National University, Mansoura, Egypt
- Medical Microbiology and Immunology Department, Faculty of Medicine, Delta University for Science and Technology, Mansoura, Egypt
| | - Ola El-Emam
- Clinical Pathology Department, Mansoura University, Mansoura, Egypt
| | - Manal Hashem
- Internal Medicine Department, Zagazig University, Zagazig, Egypt
| | - Alaa Elmetwalli
- Department of Clinical Trial Research Unit and Drug Discovery, Egyptian Liver Research Institute and Hospital (ELRIAH), Mansoura, Egypt
- Microbiology Division, Higher Technological Institute of Applied Health Sciences, Egyptian Liver Research Institute and Hospital (ELRIAH), Mansoura, Egypt
| | - Shimaa Mansour
- Department of Tropical Medicine, Faculty of Medicine, Tanta University, Tanta, Egypt
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Téllez L, Rincón D, Payancé A, Jaillais A, Lebray P, Rodríguez de Santiago E, Clemente A, Paradis V, Lefort B, Garrido-Lestache E, Prieto R, Iserin L, Tallegas M, Garrido E, Torres M, Muriel A, Perna C, Del Cerro MJ, d'Alteroche L, Rautou PE, Bañares R, Albillos A. Non-invasive assessment of severe liver fibrosis in patients with Fontan-associated liver disease: The VALDIG-EASL FONLIVER cohort. J Hepatol 2024:S0168-8278(24)02542-X. [PMID: 39260705 DOI: 10.1016/j.jhep.2024.09.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2024] [Revised: 08/06/2024] [Accepted: 09/02/2024] [Indexed: 09/13/2024]
Abstract
BACKGROUND & AIMS Fontan-type surgery is a palliative procedure for congenital heart disease with univentricular physiology that may, in the long term, lead to advanced chronic liver disease. Herein, we assessed the accuracy of conventional non-invasive models for assessing liver fibrosis in the context of Fontan circulation and developed a new risk score employing non-invasive tools. METHODS A prospective, cross-sectional, observational study was conducted across five European centers and encompassing all consecutive adult patients with Fontan circulation, liver biopsy and non-invasive tests (e.g. elastography, APRI, and FIB-4). The primary outcome was the identification of severe liver fibrosis on biopsy. Multivariable logistic regression identified non-invasive predictors of severe fibrosis, leading to the development and internal validation of a new scoring model named the FonLiver risk score. RESULTS In total, 217 patients (mean [SD] age, 27.9 [8.9] years; 50.7% males) were included. Severe liver fibrosis was present in 47.9% (95% CI 41.2%-54.5%) and correlated with a lower functional class, protein-losing enteropathy, and compromised cardiopulmonary and systemic hemodynamics. The final FonLiver risk score incorporated liver stiffness measurement using transient elastography and platelet count and demonstrated strong discrimination and calibration (AUROC of 0.81). The FonLiver risk score outperformed conventional prediction models (e.g. APRI and FIB-4), which all exhibited worse performance in our cohort (AUROC <0.70 for all). CONCLUSION Severe liver fibrosis is prevalent in adults following Fontan-type surgery and can be effectively estimated using the novel FonLiver risk score. This scoring system can be easily incorporated into the routine assessment of patients with Fontan circulation. IMPACT AND IMPLICATIONS Fontan-type surgery is used as a palliative procedure for congenital heart disease with univentricular physiology that may, in the long term, lead to advanced chronic liver disease. The severity of liver fibrosis progression has been proposed as a surrogate for failing Fontan hemodynamics as well as worse outcomes after heart transplantation. The development of FALD screening protocols would facilitate the early detection of advanced fibrosis and anticipate interventions to optimize the Fontan circulation, thereby improving outcomes. In our international series, we have developed the FonLiver risk score to predict severe fibrosis, that can be easily incorporated into the routine assessment of patients with Fontan circulation.
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Affiliation(s)
- Luis Téllez
- Gastroenterology and Hepatology Department, Hospital Universitario Ramón y Cajal, IRYCIS, CIBERehd, Universidad de Alcalá, Madrid, Spain
| | - Diego Rincón
- Liver Unit, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, CIBERehd, Universidad Complutense, Madrid, Spain
| | - Audrey Payancé
- AP-HP, Hôpital Beaujon, Service d'Hépatologie, DMU DIGEST, Centre de Référence des Maladies Vasculaires du Foie, FILFOIE, ERN RARE-LIVER, Clichy, France.Gastroenterology Department, CHRU de Tours, Tours, France; Université Paris-Cité, Inserm, Centre de recherche sur l'inflammation, UMR 1149, Paris, France
| | - Anaïs Jaillais
- Service d'Hépato-gastroentérologie, Centre de référence constitutifs des maladies vasculaires du foie, ERN RARE LIVER, CHU de Tours, France Hepatology Unit, UPMC, Pitié Salpetriere Hospital, Paris, France
| | - Pascal Lebray
- Sorbonne Université, Service d'Hépatologie, Hôpitaux Universitaires Pitié Salpêtrière - Charles Foix, AP-HP, Paris, France
| | - Enrique Rodríguez de Santiago
- Gastroenterology and Hepatology Department, Hospital Universitario Ramón y Cajal, IRYCIS, CIBERehd, Universidad de Alcalá, Madrid, Spain
| | - Ana Clemente
- Liver Unit, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, CIBERehd, Universidad Complutense, Madrid, Spain
| | - Valerie Paradis
- Service de Phathologie, Hôpital Beaujon, AP-HP, Clichy, France
| | - Bruno Lefort
- Institut des Cardiopathies Congénitales de Tours, CHU de Tours, et INSERM UMR1069 N2C, Tours, France
| | - Elvira Garrido-Lestache
- Pediatric Cardiology Department and ACHD, Hospital Universitario Ramón y Cajal, IRYCIS, Universidad de Alcalá, Madrid, Spain
| | - Raquel Prieto
- Cardiology Unit, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, CIBERCV, Universidad Complutense, Madrid, Spain
| | - Laurence Iserin
- Adult Congenital Heart Disease Unit, Cardiology departement, European George Pompidou Hospital, APHP, France
| | | | - Elena Garrido
- Gastroenterology and Hepatology Department, Hospital Universitario Ramón y Cajal, IRYCIS, CIBERehd, Universidad de Alcalá, Madrid, Spain
| | - María Torres
- Gastroenterology and Hepatology Department, Hospital Universitario Ramón y Cajal, IRYCIS, CIBERehd, Universidad de Alcalá, Madrid, Spain
| | - Alfonso Muriel
- Unidad de Bioestadística Clínica, Hospital Universitario Ramón y Cajal, IRYCIS), CIBERESP, Universidad de Alcalá, Madrid, Spain
| | - Cristian Perna
- Pathology Department, Hospital Universitario Ramón y Cajal, Universidad de Alcalá, Madrid, Spain
| | - María Jesús Del Cerro
- Pediatric Cardiology Department and ACHD, Hospital Universitario Ramón y Cajal, IRYCIS, Universidad de Alcalá, Madrid, Spain
| | - Louis d'Alteroche
- Service d'Hépato-gastroentérologie, Centre de référence constitutifs des maladies vasculaires du foie, ERN RARE LIVER, CHU de Tours, France Hepatology Unit, UPMC, Pitié Salpetriere Hospital, Paris, France
| | - Pierre-Emmanuel Rautou
- AP-HP, Hôpital Beaujon, Service d'Hépatologie, DMU DIGEST, Centre de Référence des Maladies Vasculaires du Foie, FILFOIE, ERN RARE-LIVER, Clichy, France.Gastroenterology Department, CHRU de Tours, Tours, France; Université Paris-Cité, Inserm, Centre de recherche sur l'inflammation, UMR 1149, Paris, France
| | - Rafael Bañares
- Liver Unit, Hospital General Universitario Gregorio Marañón, Instituto de Investigación Sanitaria Gregorio Marañón, CIBERehd, Universidad Complutense, Madrid, Spain
| | - Agustín Albillos
- Gastroenterology and Hepatology Department, Hospital Universitario Ramón y Cajal, IRYCIS, CIBERehd, Universidad de Alcalá, Madrid, Spain.
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Yamaguchi R, Oda T, Nagashima K. Comparison of the diagnostic accuracy of shear wave elastography with transient elastography in adult nonalcoholic fatty liver disease: a systematic review and network meta-analysis of diagnostic test accuracy. Abdom Radiol (NY) 2024:10.1007/s00261-024-04546-8. [PMID: 39240377 DOI: 10.1007/s00261-024-04546-8] [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: 06/05/2024] [Revised: 08/17/2024] [Accepted: 08/21/2024] [Indexed: 09/07/2024]
Abstract
PURPOSE To compare the diagnostic test accuracy (DTA) of shear wave elastography (SWE) to that of transient elastography (TE) for liver fibrosis grade assessment in nonalcoholic fatty liver disease adults. METHODS MEDLINE, The Cochrane Library, and Web of Science were searched. Inclusion criteria were primary studies examining DTA of TE, point SWE (pSWE), two-dimensional SWE (2D-SWE), or magnetic resonance elastography (MRE) with liver biopsy. Network meta-analysis was conducted using a Bayesian bivariate mixed-effects model. RESULTS For fibrosis grade 2 or higher, 15 studies with 25 observations (16 observations for TE, 1 for MRE, 4 for pSWE and 2D-SWE; 2,066 patients) were included; the pooled sensitivity and specificity were 0.79 (95% credible interval (CrI) 0.70-0.86; 95% prediction interval (PI) 0.36-0.96) and 0.73 (95% CrI 0.62-0.82; 95% PI 0.23-0.96) for TE, 0.68 (95% CrI 0.48-0.83; 95% PI 0.23-0.94) and 0.75 (95% CrI 0.53-0.88; 95% PI 0.24-0.97) for pSWE, 0.85 (95% CrI 0.70-0.93; 95% PI 0.40-0.98) and 0.72 (95% CrI 0.49-0.86; 95% PI 0.20-0.96) for 2D-SWE, respectively. The proportion of studies classified as unclear in QUADAS-2 was high, and the results were heterogeneous. CONCLUSION 2D-SWE could be recommended as TE is for liver fibrosis assessment. The protocol of this systematic review and network meta-analysis has been registered in PROSPERO (CRD42022327249). All included primary papers have already been published and the information and data can be used freely.
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Affiliation(s)
- Ruri Yamaguchi
- Department of Investigative Pathology, Tohoku University Graduate School of Medicine, 2-1 Seiryomachi, Aobaku, Sendai, 980-8575, Japan.
| | - Tetsuro Oda
- Chugai Pharmaceutical Co., Ltd., Tokyo, Japan
| | - Kengo Nagashima
- Biostatistics Unit, Clinical and Translational Research Center, Keio University Hospital, Tokyo, 160-8582, Japan
- Department of Bioregulation, Graduate School of Medicine, Nippon Medical School, Tokyo, 113-8602, Japan
- Division of Cancer Therapeutics, National Cancer Center Research Institute, Tokyo, 104-0045, Japan
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Li M, Houben T, Bitorina AV, Meesters DM, Israelsen M, Kjærgaard M, Koek GH, Hendrikx T, Verbeek J, Krag A, Thiele M, Shiri-Sverdlov R. Plasma cathepsin D as an early indicator of alcohol-related liver disease. JHEP Rep 2024; 6:101117. [PMID: 39263329 PMCID: PMC11388167 DOI: 10.1016/j.jhepr.2024.101117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 04/26/2024] [Accepted: 05/02/2024] [Indexed: 09/13/2024] Open
Abstract
Background & Aims People who drink alcohol excessively are at increased risk of developing metabolic dysfunction and alcohol-related liver disease (MetALD) or the more severe form alcohol-related liver disease (ALD). One of the most significant challenges concerns the early detection of MetALD/ALD. Previously, we have demonstrated that the lysosomal enzyme cathepsin D (CTSD) is an early marker for metabolic dysfunction-associated steatohepatitis (MASH). Here, we hypothesized that plasma CTSD can also serve as an early indicator of MetALD/ALD. Methods We included 303 persistent heavy drinkers classified as having MetALD or ALD (n = 152) and abstinent patients with a history of excessive drinking (n = 151). Plasma CTSD levels of patients with MetALD/ALD without decompensation were compared with 40 healthy controls. Subsequently, the relationship between plasma CTSD levels and hepatic histological scores was established. Receiver-operating characteristic curves were generated to assess the precision of plasma CTSD levels in detecting MetALD/ALD. Lastly, plasma CTSD levels were compared between abstainers and drinkers. Results Plasma CTSD levels were higher in patients with MetALD/ALD compared to healthy controls. While hepatic disease parameters (AST/ALT ratio, liver stiffness measurement) were higher at advanced histopathological stages (assessed by liver biopsy), plasma CTSD levels were already elevated at early histopathological stages. Furthermore, combining plasma CTSD levels with liver stiffness measurement and AST/ALT ratio yielded enhanced diagnostic precision (AUC 0.872) in detecting MetALD/ALD in contrast to the utilization of CTSD alone (AUC 0.804). Plasma CTSD levels remained elevated in abstainers. Conclusion Elevated levels of CTSD in the circulation can serve as an early indicator of MetALD/ALD. Impact and implications Alcohol-related liver disease is the leading cause of liver disease-related morbidity and mortality worldwide. However, the currently available non-invasive methods to diagnose MetALD/ALD are only able to detect advanced stages of MetALD/ALD. Here, we demonstrate that plasma levels of the lysosomal enzyme cathepsin D are already elevated at early stages of MetALD/ALD. Moreover, cathepsin D levels outperformed the currently available non-invasive methods to detect MetALD/ALD. Plasma levels of cathepsin D could therefore be a useful non-invasive marker for detection of MetALD/ALD.
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Affiliation(s)
- Mengying Li
- Department of Genetics and Cell Biology, Institute of Nutrition and Translational Research in Metabolism, Maastricht University, the Netherlands
| | - Tom Houben
- Department of Genetics and Cell Biology, Institute of Nutrition and Translational Research in Metabolism, Maastricht University, the Netherlands
| | - Albert V Bitorina
- Department of Genetics and Cell Biology, Institute of Nutrition and Translational Research in Metabolism, Maastricht University, the Netherlands
| | - Dennis M Meesters
- Department of Genetics and Cell Biology, Institute of Nutrition and Translational Research in Metabolism, Maastricht University, the Netherlands
| | - Mads Israelsen
- Center for Liver Research, Odense University Hospital and University of Southern Denmark, Kloevervaenget 10, entrance 112, DK-5000 Odense, Denmark
| | - Maria Kjærgaard
- Center for Liver Research, Odense University Hospital and University of Southern Denmark, Kloevervaenget 10, entrance 112, DK-5000 Odense, Denmark
| | - Ger H Koek
- Department of Internal Medicine Division of Gastroenterology and Hepatology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Tim Hendrikx
- Department of Laboratory Medicine, Medical University of Vienna, 1090 Vienna, Austria
| | - Jef Verbeek
- Laboratory of Hepatology, Department of Chronic Diseases and Metabolism, KU Leuven, Belgium; Department of Gastroenterology & Hepatology, University Hospitals Leuven, Leuven, Belgium
| | - Aleksander Krag
- Center for Liver Research, Odense University Hospital and University of Southern Denmark, Kloevervaenget 10, entrance 112, DK-5000 Odense, Denmark
| | - Maja Thiele
- Center for Liver Research, Odense University Hospital and University of Southern Denmark, Kloevervaenget 10, entrance 112, DK-5000 Odense, Denmark
| | - Ronit Shiri-Sverdlov
- Department of Genetics and Cell Biology, Institute of Nutrition and Translational Research in Metabolism, Maastricht University, the Netherlands
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Kim HY, Yu JH, Chon YE, Kim SU, Kim MN, Han JW, Lee HA, Jin YJ, An J, Choi M, Jun DW. Prevalence of clinically significant liver fibrosis in the general population: A systematic review and meta-analysis. Clin Mol Hepatol 2024; 30:S199-S213. [PMID: 39074982 PMCID: PMC11493351 DOI: 10.3350/cmh.2024.0351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Revised: 07/12/2024] [Accepted: 07/28/2024] [Indexed: 07/31/2024] Open
Abstract
BACKGROUND/AIMS Although important, clinically significant liver fibrosis is often overlooked in the general population. We aimed to examine the prevalence of clinically significant liver fibrosis using noninvasive tests (NITs) in the general population. METHODS We collected data from four databases (MEDLINE, Embase, Cochrane Library, and KoreaMed) from inception to June 13, 2023. Original articles reporting the prevalence of clinically significant liver fibrosis in the general population were included. The Stata metaprop function was used to obtain the pooled prevalence of liver fibrosis with NITs in the general population. RESULTS We screened 6,429 articles and included 45 eligible studies that reported the prevalence of clinically significant liver fibrosis in the general population. The prevalence of advanced liver fibrosis, using the high probability cutoff of the fibrosis-4 (FIB-4) index, was 2.3% (95% confidence interval [CI], 1.2-3.7%). The prevalence of significant liver fibrosis, advanced liver fibrosis, and liver cirrhosis, assessed using vibration-controlled transient elastography (VCTE) among the general population, was 7.3% (95% CI, 5.9-8.8%), 3.5% (95% CI, 2.7-4.5), and 1.2% (95% CI, 0.8-1.8%), respectively. Region-based subgroup analysis revealed that the highest prevalence of advanced fibrosis using the high probability cutoff of the FIB-4 index was observed in the American region. Furthermore, the American region exhibited the highest prevalence of significant liver fibrosis, advanced liver fibrosis, and liver cirrhosis, using VCTE. CONCLUSION Previously undiagnosed clinically significant liver fibrosis is found in the general population through NITs. Future research is necessary to stratify the risk in the general population.
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Affiliation(s)
- Hee Yeon Kim
- Department of Internal Medicine, Bucheon St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Jung Hwan Yu
- Department of Internal Medicine, Inha University Hospital, Inha University School of Medicine, Incheon, Korea
| | - Young Eun Chon
- Department of Internal Medicine, Institute of Gastroenterology, CHA Bundang Medical Center, CHA University, Seongnam, Korea
| | - Seung Up Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Seoul, Korea
| | - Mi Na Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Seoul, Korea
| | - Ji Won Han
- Department of Internal Medicine, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Han Ah Lee
- Department of Internal Medicine, Chung-Ang University College of Medicine, Seoul, Korea
| | - Young-Joo Jin
- Department of Internal Medicine, Inha University Hospital, Inha University School of Medicine, Incheon, Korea
| | - Jihyun An
- Department of Gastroenterology and Hepatology, Hanyang University Guri Hospital, Hanyang University College of Medicine, Guri, Korea
| | - Miyoung Choi
- Division of Healthcare Technology Assessment Research, National Evidence-based Healthcare, Collaborating Agency, Seoul, Korea
| | - Dae Won Jun
- Department of Internal Medicine, Hanyang University College of Medicine, Seoul, Korea
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Kim MN, An J, Kim EH, Kim HY, Lee HA, Yu JH, Jin YJ, Chon YE, Kim SU, Jun DW, Han JW, Choi M. Vibration-controlled transient elastography for significant fibrosis in treatment-naïve chronic hepatitis B patients: A systematic review and meta-analysis. Clin Mol Hepatol 2024; 30:S106-S116. [PMID: 39043361 PMCID: PMC11493358 DOI: 10.3350/cmh.2024.0371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Revised: 07/23/2024] [Accepted: 07/23/2024] [Indexed: 07/25/2024] Open
Abstract
BACKGROUNDS/AIMS Accurate diagnosis of significant liver fibrosis in patients with chronic hepatitis B (CHB) is crucial when determining whether to initiate antiviral treatment (AVT). We conduct a meta-analysis to assess the diagnostic performance of vibration-controlled transient elastography (VCTE) for significant liver fibrosis in AVT-naïve CHB patients with serum alanine transaminase (ALT) levels within 5-fold the upper limit of normal (ULN). METHODS The Ovid-Medline, EMBASE, Cochrane, and KoreaMed databases were searched to identify studies that compared the performance of VCTE and liver biopsy (reference standard) when diagnosing significant liver fibrosis (≥F2) in AVT-naïve CHB patients with ALT within 5-fold the ULN. A hierarchical summary receiver operating characteristic curve (HSROC) and bivariate model were performed to evaluate the diagnostic performance of VCTE in the meta-analysis. RESULTS Eight studies (2,003 patients) were included. The summary sensitivity and specificity for diagnosis of significant liver fibrosis were 0.78 (95% confidence interval [CI], 0.66-0.86) and 0.72 (95% CI, 0.60-0.82), respectively. The HSROC for the diagnosis of significant liver fibrosis was 0.81 (95% CI, 0.72-0.86). The optimal cutoff value of VCTE for diagnosis of significant liver fibrosis was 7.7 kPa with a sensitivity of 0.64 (95% CI, 0.50-0.76) and specificity of 0.83 (95% CI, 0.72-0.90). CONCLUSION Our study demonstrated that VCTE has an acceptable diagnostic performance for significant liver fibrosis in AVT-naïve CHB patients with ALT within 5-fold the ULN.
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Affiliation(s)
- Mi Na Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Seoul, Korea
| | - Jihyun An
- Department of Gastroenterology and Hepatology, Hanyang University Guri Hospital, Hanyang University College of Medicine, Guri, Korea
| | - Eun Hwa Kim
- Biostatistics Collaboration Unit, Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Korea
| | - Hee Yeon Kim
- Department of Internal Medicine, Bucheon St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Han Ah Lee
- Department of Internal Medicine, Chung-Ang University College of Medicine, Seoul, Korea
| | - Jung Hwan Yu
- Department of Internal Medicine, Inha University Hospital, Inha University School of Medicine, Incheon, Korea
| | - Young-Joo Jin
- Department of Internal Medicine, Inha University Hospital, Inha University School of Medicine, Incheon, Korea
| | - Young Eun Chon
- Department of Internal Medicine, Institute of Gastroenterology, CHA Bundang Medical Center, CHA University, Seongnam, Korea
| | - Seung Up Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Seoul, Korea
| | - Dae Won Jun
- Department of Internal Medicine, Hanyang University Hospital, Hanyang University College of Medicine, Seoul, Korea
| | - Ji Won Han
- Department of Internal Medicine, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Miyoung Choi
- Division of Healthcare Technology Assessment Research, National Evidence-based Healthcare, Collaborating Agency, Seoul, Korea
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Tang M, Wu Y, Hu N, Lin C, He J, Xia X, Yang M, Lei P, Luo P. A combination model of CT-based radiomics and clinical biomarkers for staging liver fibrosis in the patients with chronic liver disease. Sci Rep 2024; 14:20230. [PMID: 39215041 PMCID: PMC11364870 DOI: 10.1038/s41598-024-70891-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Accepted: 08/22/2024] [Indexed: 09/04/2024] Open
Abstract
A combined model was developed using contrast-enhanced CT-based radiomics features and clinical characteristics to predict liver fibrosis stages in patients with chronic liver disease (CLD). We retrospectively analyzed multiphase CT scans and biopsy-confirmed liver fibrosis. 160 CLD patients were randomly divided into 7:3 training/validation ratio. Clinical laboratory indicators associated with liver fibrosis were identified using Spearman's correlation and multivariate logistic regression correlation. Radiomic features were extracted after segmenting the entire liver from multiphase CT images. Feature dimensionality reduction was performed using RF-RFE, LASSO, and mRMR methods. Six radiomics-based models were developed in the training cohort of 112 patients. Internal validation was conducted on 48 randomly assigned patients. Receptor Operating Characteristic (ROC) curves and confusion matrices were constructed to evaluate model performance. The radiomics model exhibited robust performance, with AUC values of 0.810 to 1.000 for significant fibrosis, advanced fibrosis, and cirrhosis. The integrated clinical-radiomics model had superior diagnostic efficacy in the validation cohort, with AUC values of 0.836 to 0.997. Moreover, these models outperformed established biomarkers such as the aspartate aminotransferase to platelet ratio index (APRI) and the fibrosis 4 score (FIB-4), as well as the gamma glutamyl transpeptidase to platelet ratio (GPR), in predicting the fibrotic stages. The clinical-radiomics model holds considerable promise as a non-invasive diagnostic tool for the assessment and staging of liver fibrosis in the patients with CLD, potentially leading to better patient management and outcomes.
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Affiliation(s)
- Maowen Tang
- Department of Radiology, Affiliated Hospital of Guizhou Medical University, Guiyang of Guizhou, 550004, China
| | - Yuhui Wu
- Department of Radiology, Affiliated Hospital of Guizhou Medical University, Guiyang of Guizhou, 550004, China
| | - Na Hu
- Department of Radiology, Affiliated Hospital of Guizhou Medical University, Guiyang of Guizhou, 550004, China
| | - Chong Lin
- Department of Radiology, Affiliated Hospital of Guizhou Medical University, Guiyang of Guizhou, 550004, China
| | - Jian He
- Department of Radiology, Affiliated Hospital of Guizhou Medical University, Guiyang of Guizhou, 550004, China
| | - Xing Xia
- Department of Radiology, Affiliated Hospital of Guizhou Medical University, Guiyang of Guizhou, 550004, China
| | - Meihua Yang
- School of Public Health, Guizhou Medical University, Guiyang of Guizhou, 550004, China
| | - Pinggui Lei
- Department of Radiology, Affiliated Hospital of Guizhou Medical University, Guiyang of Guizhou, 550004, China.
- School of Public Health, Guizhou Medical University, Guiyang of Guizhou, 550004, China.
| | - Peng Luo
- School of Public Health, Guizhou Medical University, Guiyang of Guizhou, 550004, China.
- The Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang of Guizhou, China.
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Perva IT, Simina IE, Bende R, Motofelea AC, Chirita Emandi A, Andreescu N, Sima A, Vlad A, Sporea I, Zimbru C, Tutac PC, Puiu M, Niculescu MD. Use of a Micronutrient Cocktail to Improve Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) in Adults with Obesity: A Randomized, Double-Blinded Pilot Clinical Trial. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:1366. [PMID: 39202647 PMCID: PMC11356300 DOI: 10.3390/medicina60081366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Revised: 08/06/2024] [Accepted: 08/20/2024] [Indexed: 09/03/2024]
Abstract
Background and Objectives: The goal of this study was to assess the impact of supplementation with a combination of nutrients on metabolic-dysfunction-associated steatotic liver disease (MASLD)-related liver parameters, and other parameters related to metabolic syndrome in adults with obesity. These measurements included anthropometric and lipid profiling, and FibroScan technology (controlled attenuation parameter (CAP) and transient elastography (TE) values). Materials and Methods: A double-blind, placebo-controlled pilot clinical trial was conducted over a three-month treatment period. Adults with metabolic syndrome and obesity were allocated to receive either a cocktail of nutrients with defined daily dosages (5-MTHF, betaine, alpha-linolenic acid, eicosapentaenoic acid, choline bitartrate, docosahexaenoic acid, and vitamin B12) or a placebo. The participants were evaluated at the start and the end of the three-month treatment period. Results: A total of 155 participants entered the study, comprising 84 in the treatment group and 71 in the placebo group. The administration of the nutritional supplement resulted in a notable reduction in both CAP and TE scores when compared to the placebo group. The treatment group exhibited a mean reduction in CAP of 4% (p < 0.05) and a mean reduction in TE of 7.8% (p < 0.05), indicative of a decline in liver fat content and fibrosis. Conclusions: The supplementation over a period of three months led to a significant amelioration of liver fibrosis and steatosis parameters in adults with metabolic syndrome and obesity. These findings suggest that this supplementation regimen could be a beneficial adjunct therapy for improving liver health in adults with obesity-induced MASLD.
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Affiliation(s)
- Iulia Teodora Perva
- Department of Microscopic Morphology, Genetics Discipline, Center of Genomic Medicine, “Victor Babeș” University of Medicine and Pharmacy, Eftimie Murgu Sq., 300041 Timisoara, Romania; (I.T.P.); (A.C.E.); (N.A.); (M.P.); (M.D.N.)
- Regional Center of Medical Genetics Timiș, Clinical Emergency Hospital for Children “Louis Țurcanu”, Iosif Nemoianu Street N°2, 300011 Timisoara, Romania
- Department of Medical Genetics, Asociatia Oncohelp, 300239 Timișoara, Romania
| | - Iulia Elena Simina
- Department of Microscopic Morphology, Genetics Discipline, Center of Genomic Medicine, “Victor Babeș” University of Medicine and Pharmacy, Eftimie Murgu Sq., 300041 Timisoara, Romania; (I.T.P.); (A.C.E.); (N.A.); (M.P.); (M.D.N.)
- Department of Medical Genetics, Asociatia Oncohelp, 300239 Timișoara, Romania
| | - Renata Bende
- Department of Gastroenterology and Hepatology, “Victor Babeș” University of Medicine and Pharmacy, Eftimie Murgu Sq., 300041 Timisoara, Romania; (R.B.); (I.S.)
- Center of Advanced Research in Gastroenterology and Hepatology, “Victor Babeș” University of Medicine and Pharmacy, Eftimie Murgu Sq., 300041 Timisoara, Romania
| | - Alexandru Cătălin Motofelea
- Department of Internal Medicine, “Victor Babeș” University of Medicine and Pharmacy, Eftimie Murgu Sq., 300041 Timisoara, Romania;
| | - Adela Chirita Emandi
- Department of Microscopic Morphology, Genetics Discipline, Center of Genomic Medicine, “Victor Babeș” University of Medicine and Pharmacy, Eftimie Murgu Sq., 300041 Timisoara, Romania; (I.T.P.); (A.C.E.); (N.A.); (M.P.); (M.D.N.)
- Regional Center of Medical Genetics Timiș, Clinical Emergency Hospital for Children “Louis Țurcanu”, Iosif Nemoianu Street N°2, 300011 Timisoara, Romania
| | - Nicoleta Andreescu
- Department of Microscopic Morphology, Genetics Discipline, Center of Genomic Medicine, “Victor Babeș” University of Medicine and Pharmacy, Eftimie Murgu Sq., 300041 Timisoara, Romania; (I.T.P.); (A.C.E.); (N.A.); (M.P.); (M.D.N.)
- Regional Center of Medical Genetics Timiș, Clinical Emergency Hospital for Children “Louis Țurcanu”, Iosif Nemoianu Street N°2, 300011 Timisoara, Romania
| | - Alexandra Sima
- Department of Internal Medicine II, Division of Diabetes, Nutrition and Metabolic Diseases, “Victor Babeș” University of Medicine and Pharmacy, Eftimie Murgu Sq., 300041 Timisoara, Romania; (A.S.); (A.V.)
- Center for Research in Preventive Medicine, Faculty of Medicine, “Victor Babeș” University of Medicine and Pharmacy, Eftimie Murgu Sq., 300041 Timisoara, Romania
| | - Adrian Vlad
- Department of Internal Medicine II, Division of Diabetes, Nutrition and Metabolic Diseases, “Victor Babeș” University of Medicine and Pharmacy, Eftimie Murgu Sq., 300041 Timisoara, Romania; (A.S.); (A.V.)
- Center for Molecular Research in Nephrology and Vascular Disease, “Victor Babeș” University of Medicine and Pharmacy, Eftimie Murgu Sq., 300041 Timisoara, Romania
| | - Ioan Sporea
- Department of Gastroenterology and Hepatology, “Victor Babeș” University of Medicine and Pharmacy, Eftimie Murgu Sq., 300041 Timisoara, Romania; (R.B.); (I.S.)
- Center of Advanced Research in Gastroenterology and Hepatology, “Victor Babeș” University of Medicine and Pharmacy, Eftimie Murgu Sq., 300041 Timisoara, Romania
| | - Cristian Zimbru
- Department of Automation and Applied Informatics, Politehnica University Timișoara, 300223 Timișoara, Romania;
| | - Paul Calin Tutac
- Toxicology and Molecular Biology Department, “Pius Brinzeu” Clinical Emergency County Hospital, 300723 Timisoara, Romania;
| | - Maria Puiu
- Department of Microscopic Morphology, Genetics Discipline, Center of Genomic Medicine, “Victor Babeș” University of Medicine and Pharmacy, Eftimie Murgu Sq., 300041 Timisoara, Romania; (I.T.P.); (A.C.E.); (N.A.); (M.P.); (M.D.N.)
- Regional Center of Medical Genetics Timiș, Clinical Emergency Hospital for Children “Louis Țurcanu”, Iosif Nemoianu Street N°2, 300011 Timisoara, Romania
| | - Mihai Dinu Niculescu
- Department of Microscopic Morphology, Genetics Discipline, Center of Genomic Medicine, “Victor Babeș” University of Medicine and Pharmacy, Eftimie Murgu Sq., 300041 Timisoara, Romania; (I.T.P.); (A.C.E.); (N.A.); (M.P.); (M.D.N.)
- Advanced Nutrigenomics LLC, Durham, NC 27703, USA
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Huttman M, Parigi TL, Zoncapè M, Liguori A, Kalafateli M, Noel-Storr AH, Casazza G, Tsochatzis E. Liver fibrosis stage based on the four factors (FIB-4) score or Forns index in adults with chronic hepatitis C. Cochrane Database Syst Rev 2024; 8:CD011929. [PMID: 39136280 PMCID: PMC11320661 DOI: 10.1002/14651858.cd011929.pub2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/16/2024]
Abstract
BACKGROUND The presence and severity of liver fibrosis are important prognostic variables when evaluating people with chronic hepatitis C (CHC). Although liver biopsy remains the reference standard, non-invasive serological markers, such as the four factors (FIB-4) score and the Forns index, can also be used to stage liver fibrosis. OBJECTIVES To determine the diagnostic accuracy of the FIB-4 score and Forns index in staging liver fibrosis in people with chronic hepatitis C (CHC) virus, using liver biopsy as the reference standard (primary objective). To compare the diagnostic accuracy of these tests for staging liver fibrosis in people with CHC and explore potential sources of heterogeneity (secondary objectives). SEARCH METHODS We used standard Cochrane search methods for diagnostic accuracy studies (search date: 13 April 2022). SELECTION CRITERIA We included diagnostic cross-sectional or case-control studies that evaluated the performance of the FIB-4 score, the Forns index, or both, against liver biopsy, in the assessment of liver fibrosis in participants with CHC. We imposed no language restrictions. We excluded studies in which: participants had causes of liver disease besides CHC; participants had successfully been treated for CHC; or the interval between the index test and liver biopsy exceeded six months. DATA COLLECTION AND ANALYSIS Two review authors independently extracted data. We performed meta-analyses using the bivariate model and calculated summary estimates. We evaluated the performance of both tests for three target conditions: significant fibrosis or worse (METAVIR stage ≥ F2); severe fibrosis or worse (METAVIR stage ≥ F3); and cirrhosis (METAVIR stage F4). We restricted the meta-analysis to studies reporting cut-offs in a specified range (+/-0.15 for FIB-4; +/-0.3 for Forns index) around the original validated cut-offs (1.45 and 3.25 for FIB-4; 4.2 and 6.9 for Forns index). We calculated the percentage of people who would receive an indeterminate result (i.e. above the rule-out threshold but below the rule-in threshold) for each index test/cut-off/target condition combination. MAIN RESULTS We included 84 studies (with a total of 107,583 participants) from 28 countries, published between 2002 and 2021, in the qualitative synthesis. Of the 84 studies, 82 (98%) were cross-sectional diagnostic accuracy studies with cohort-based sampling, and the remaining two (2%) were case-control studies. All studies were conducted in referral centres. Our main meta-analysis included 62 studies (100,605 participants). Overall, two studies (2%) had low risk of bias, 23 studies (27%) had unclear risk of bias, and 59 studies (73%) had high risk of bias. We judged 13 studies (15%) to have applicability concerns regarding participant selection. FIB-4 score The FIB-4 score's low cut-off (1.45) is designed to rule out people with at least severe fibrosis (≥ F3). Thirty-nine study cohorts (86,907 participants) yielded a summary sensitivity of 81.1% (95% confidence interval (CI) 75.6% to 85.6%), specificity of 62.3% (95% CI 57.4% to 66.9%), and negative likelihood ratio (LR-) of 0.30 (95% CI 0.24 to 0.38). The FIB-4 score's high cut-off (3.25) is designed to rule in people with at least severe fibrosis (≥ F3). Twenty-four study cohorts (81,350 participants) yielded a summary sensitivity of 41.4% (95% CI 33.0% to 50.4%), specificity of 92.6% (95% CI 89.5% to 94.9%), and positive likelihood ratio (LR+) of 5.6 (95% CI 4.4 to 7.1). Using the FIB-4 score to assess severe fibrosis and applying both cut-offs together, 30.9% of people would obtain an indeterminate result, requiring further investigations. We report the summary accuracy estimates for the FIB-4 score when used for assessing significant fibrosis (≥ F2) and cirrhosis (F4) in the main review text. Forns index The Forns index's low cut-off (4.2) is designed to rule out people with at least significant fibrosis (≥ F2). Seventeen study cohorts (4354 participants) yielded a summary sensitivity of 84.7% (95% CI 77.9% to 89.7%), specificity of 47.9% (95% CI 38.6% to 57.3%), and LR- of 0.32 (95% CI 0.25 to 0.41). The Forns index's high cut-off (6.9) is designed to rule in people with at least significant fibrosis (≥ F2). Twelve study cohorts (3245 participants) yielded a summary sensitivity of 34.1% (95% CI 26.4% to 42.8%), specificity of 97.3% (95% CI 92.9% to 99.0%), and LR+ of 12.5 (95% CI 5.7 to 27.2). Using the Forns index to assess significant fibrosis and applying both cut-offs together, 44.8% of people would obtain an indeterminate result, requiring further investigations. We report the summary accuracy estimates for the Forns index when used for assessing severe fibrosis (≥ F3) and cirrhosis (F4) in the main text. Comparing FIB-4 to Forns index There were insufficient studies to meta-analyse the performance of the Forns index for diagnosing severe fibrosis and cirrhosis. Therefore, comparisons of the two tests' performance were not possible for these target conditions. For diagnosing significant fibrosis and worse, there were no significant differences in their performance when using the high cut-off. The Forns index performed slightly better than FIB-4 when using the low/rule-out cut-off (relative sensitivity 1.12, 95% CI 1.00 to 1.25; P = 0.0573; relative specificity 0.69, 95% CI 0.57 to 0.84; P = 0.002). AUTHORS' CONCLUSIONS Both the FIB-4 score and the Forns index may be considered for the initial assessment of people with CHC. The FIB-4 score's low cut-off (1.45) can be used to rule out people with at least severe fibrosis (≥ F3) and cirrhosis (F4). The Forns index's high cut-off (6.9) can be used to diagnose people with at least significant fibrosis (≥ F2). We judged most of the included studies to be at unclear or high risk of bias. The overall quality of the body of evidence was low or very low, and more high-quality studies are needed. Our review only captured data from referral centres. Therefore, when generalising our results to a primary care population, the probability of false positives will likely be higher and false negatives will likely be lower. More research is needed in sub-Saharan Africa, since these tests may be of value in such resource-poor settings.
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Affiliation(s)
- Marc Huttman
- Sheila Sherlock Liver Centre, Royal Free Hospital and the UCL Institute of Liver and Digestive Health, London, UK
| | - Tommaso Lorenzo Parigi
- Sheila Sherlock Liver Centre, Royal Free Hospital and the UCL Institute of Liver and Digestive Health, London, UK
| | - Mirko Zoncapè
- Sheila Sherlock Liver Centre, Royal Free Hospital and the UCL Institute of Liver and Digestive Health, London, UK
| | - Antonio Liguori
- Sheila Sherlock Liver Centre, Royal Free Hospital and the UCL Institute of Liver and Digestive Health, London, UK
| | - Maria Kalafateli
- Sheila Sherlock Liver Centre, Royal Free Hospital and the UCL Institute of Liver and Digestive Health, London, UK
| | | | - Giovanni Casazza
- Department of Clinical Sciences and Community Health - Laboratory of Medical Statistics, Biometry and Epidemiology "G.A. Maccacaro", Università degli Studi di Milano, Milan, Italy
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Emmanuel Tsochatzis
- Sheila Sherlock Liver Centre, Royal Free Hospital and the UCL Institute of Liver and Digestive Health, London, UK
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Bauer DJ, De Silvestri A, Maiocchi L, Raimondi A, Mare R, Mandorfer M, Sporea I, Müllner-Bucsics T, Ferraioli G, Reiberger T. Understanding confounding factors allows for accurate interpretation of liver stiffness measurements by ElastQ, a novel 2D shear wave elastography technique. ULTRASCHALL IN DER MEDIZIN (STUTTGART, GERMANY : 1980) 2024. [PMID: 39117313 DOI: 10.1055/a-2329-2801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/10/2024]
Abstract
PURPOSE Liver stiffness measurement (LSM) using vibration-controlled transient elastography (VCTE) or two-dimensional shear wave elastography (2D-SWE) is recommended to assess the risk of liver fibrosis and advanced chronic liver disease. Even though both techniques measure liver stiffness, their numerical results often diverge. Confounders and reliability criteria for 2D-SWE have not been systematically investigated. MATERIALS AND METHODS We prospectively recruited participants with paired LSM by VCTE and the novel 2D-SWE technique ElastQ (Philips) in three European tertiary centers. The following parameters were recorded: sex, age, body mass index (BMI), etiology, laboratory markers of liver damage and function, as well as cholestasis, LSM by VCTE and controlled attenuation parameter (CAP), interquartile range (IQR)/median for VCTE-LSM and ElastQ-LSM, and the skin-to-liver capsule distance. RESULTS We included 840 participants: 447 (53.2%) males; median age 57.0 [IQR:19.0] years; median BMI 25.4 [6.0] kg/m2; median VCTE-LSM 7.25 [9.2] kPa; median ElastQ-LSM 6.7 [5.4] kPa. On uni- and multivariable modeling (adjusted for LSM), we found that the discrepancy increased with liver stiffness and markers of disease severity. Skin-to-liver capsule distance and BMI affected VCTE-LSM more compared to ElastQ-LSM and significantly increased the discordance between the two measurements. CONCLUSION The discrepancy of ElastQ-LSM to VCTE-LSM increases with liver stiffness and disease severity. BMI and skin-to-liver capsule distance increase the discrepancy between VCTE- and ElastQ-LSM but affect ElastQ-LSM less. The quality criterion IQR/median ≤ 30% indicates reliable ElastQ-LSM.
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Affiliation(s)
- David Jm Bauer
- Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria
| | - Annalisa De Silvestri
- Clinical Epidemiology and Biometric Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Laura Maiocchi
- Clinical Sciences and Infectious Diseases Department, Fondazione IRCCS Policlinico San Matteo, Medical School University of Pavia, Pavia, Italy
| | - Ambra Raimondi
- Clinical Sciences and Infectious Diseases Department, Fondazione I.R.C.C.S. Policlinico San Matteo, Pavia, Italy, Pavia, Italy
| | - Ruxandra Mare
- Department of Internal Medicine II, Division of Gastroenterology & Hepatology, Center for Advanced Research in Gastroenterology and Hepatology, "Victor Babes" University of Medicine and Pharmacy Timisoara, Timisoara, Romania
| | - Mattias Mandorfer
- Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria
| | - Ioan Sporea
- Department of Internal Medicine II, Division of Gastroenterology & Hepatology, Center for Advanced Research in Gastroenterology and Hepatology, "Victor Babes" University of Medicine and Pharmacy Timisoara, Timisoara, Romania
| | | | - Giovanna Ferraioli
- Infectious Diseases, Fondazione IRCCS Policlinico S. Matteo, Medical School, University of Pavia, Pavia, Italy
| | - Thomas Reiberger
- Internal Medicine III, Div. of Gastroenterology & Hepatology, Medical University of Vienna, Vienna, Austria
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Tsochatzis EA, Valenti L, Thiele M, Péloquin S, Lazure P, Masson MH, Allen AM, Lazarus JV, Noureddin M, Rinella M, Tacke F, Murray S. Use of non-invasive diagnostic tools for metabolic dysfunction-associated steatohepatitis: A qualitative exploration of challenges and barriers. Liver Int 2024; 44:1990-2001. [PMID: 38634796 DOI: 10.1111/liv.15941] [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: 09/08/2023] [Revised: 03/04/2024] [Accepted: 04/07/2024] [Indexed: 04/19/2024]
Abstract
BACKGROUND AND AIMS Non-invasive tests (NITs) are underutilized for diagnosis and risk stratification in metabolic dysfunction-associated steatotic liver disease (MASLD), despite good accuracy. This study aimed to identify challenges and barriers to the use of NITs in clinical practice. METHODS We conducted a qualitative exploratory study in Germany, Italy, United Kingdom and United States. Phase 1 participants (primary care physicians, hepatologists, diabetologists, researchers, healthcare administrators, payers and patient advocates; n = 29) were interviewed. Phase 2 participants (experts in MASLD; n = 8) took part in a group discussion to validate and expand on Phase 1 findings. Finally, we triangulated perspectives in a hybrid deductive/inductive thematic analysis. RESULTS Four themes hindering the use of NITs emerged: (1) limited knowledge and awareness; (2) unclear referral pathways for patients affected by liver conditions; (3) uncertainty over the value of NITs in monitoring and managing liver diseases; and (4) challenges justifying system-level reimbursement. Through these themes, participants perceived a stigma associated with liver diseases, and primary care physicians generally lacked awareness, adequate knowledge and skills to use recommended NITs. We identified uncertainties over the results of NITs, specifically to guide lifestyle intervention or to identify patients that should be referred to a specialist. Participants indicated an ongoing need for research and development to improve the prognostic value of NITs and communicating their cost-effectiveness to payers. CONCLUSIONS This qualitative study suggests that use of NITs for MASLD is limited due to several individual and system-level barriers. Multi-level interventions are likely required to address these barriers.
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Affiliation(s)
- Emmanuel A Tsochatzis
- UCL Institute for Liver and Digestive Health, Royal Free Hospital and UCL, London, UK
| | - Luca Valenti
- Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy
- Precision Medicine, Biological Resource Center Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Maja Thiele
- Center for Liver Research, Odense University Hospital, University of Southern Denmark, Odense, Denmark
| | | | | | | | - Alina M Allen
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Jeffrey V Lazarus
- Barcelona Institute for Global Health (ISGlobal), Hospital Clínic, University of Barcelona, Barcelona, Spain
- City University of New York Graduate School of Public Health and Health Policy (CUNY SPH), New York, New York, USA
| | - Mazen Noureddin
- Houston Research Institute, Houston Methodist Hospital, Houston, Texas, USA
| | - Mary Rinella
- Prizker School of Medicine, University of Chicago, Chicago, Illinois, USA
| | - Frank Tacke
- Department of Hepatology & Gastroenterology, Charité Universitätsmedizin Berlin, Berlin, Germany
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Brodosi L, Stecchi M, Musio A, Bazzocchi M, Risi E, Marchignoli F, Marchesini G, Petroni ML. Anxiety and depression in metabolic-associated steatotic liver disease: relation with socio-demographic features and liver disease severity. Acta Diabetol 2024; 61:1041-1051. [PMID: 38684539 PMCID: PMC11329404 DOI: 10.1007/s00592-024-02287-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Accepted: 04/09/2024] [Indexed: 05/02/2024]
Abstract
PURPOSE We aimed to evaluate the prevalence of anxiety and depression traits in Italian patients with metabolic dysfunction-associated steatotic liver disease (MASLD), and the possible relation with the severity of liver disease. METHODS Demographic, anthropometric, clinical and laboratory parameters were collected in patients referred to a metabolic unit for a comprehensive evaluation of possible liver disease. Hepatic steatosis and fibrosis were evaluated by surrogate biomarkers. Imaging (controlled attenuation parameter-CAP and vibration-controlled transient elastography-VCTE). Beck depression inventory (BDI) and state-trait anxiety inventory-Y (STAI-Y) were used to define depressive/anxiety states; calorie intake and lifestyle were self-assessed by questionnaires. RESULTS The whole sample comprised 286 patients (61.9% females; mean age 52.0 years; BMI, 34.6 kg/m2); 223 fulfilled MASLD criteria. BDI and trait anxiety scores were lower in the MASLD cohort, and the prevalence of both moderate/severe depression and severe trait anxiety was reduced compared with non-MASLD cases, despite VCTE-diagnosed fibrosis F3-F4 present in over 15% of cases. However, after correction for demographic and anthropometric confounders, MASLD was not associated with a lower risk of moderate/severe depression or severe anxiety trait (odds ratio, 0.34; 95% confidence interval, 0.12-1.01 and 0.79, 0.27-2.34). Additional adjustment for the severity of fibrosis did not change the results. No differences in state anxiety were observed. CONCLUSION The risk of anxiety and depression in MASLD is not different from that generated by diabetes and obesity per se. MASLD patients do not perceive liver disease as a specific source of psychological distress, possibly as a consequence of the unawareness of progressive liver disease.
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Affiliation(s)
- Lucia Brodosi
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
- Clinical Nutrition and Metabolism Unit, IRCCS-Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy
| | - Michele Stecchi
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Alessandra Musio
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
- Clinical Nutrition and Metabolism Unit, IRCCS-Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy
| | - Matilde Bazzocchi
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Eleonora Risi
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Francesca Marchignoli
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
- Clinical Nutrition and Metabolism Unit, IRCCS-Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy
| | | | - Maria Letizia Petroni
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy.
- Clinical Nutrition and Metabolism Unit, IRCCS-Azienda Ospedaliero-Universitaria Di Bologna, Bologna, Italy.
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Le Guillou-Guillemette H, Pivert A, ElBara A, Vall M, Sang CNW, Veillon P, Ducancelle A, Bollahi MA, Mohamed MS, Lunel-Fabiani F. Prevalence, clinical and virological characteristics and short-term prognosis of hepatitis delta infection among patients with HIV/HBV in Nouakchott, Mauritania. J Viral Hepat 2024; 31:457-465. [PMID: 38771311 DOI: 10.1111/jvh.13950] [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: 03/01/2024] [Revised: 04/24/2024] [Accepted: 04/29/2024] [Indexed: 05/22/2024]
Abstract
Patients living with HIV infection (PLWH) are at risk of acquiring HBV and HDV. The present study aimed to determine the prevalence and characteristics of HIV-HDV-HBV tri-infection in comparison with HIV-HBV coinfection and to estimate severities and outcomes of associated liver diseases in Mauritanian PLWH. Two-hundred-ninety-two consecutive HBsAg-positive PLWH were included (mean age: 37 years). Clinical data were recorded. Anti-HDV antibodies, HBV and HDV viral loads (VLs) and genotype were determined. APRI, FIB-4 and FibroScan were performed to evaluate the severity of liver disease. The anti-HDV antibodies prevalence was 37% and HDV RNA was positive in 40.7% of patients. Genetic diversities were found with HDV genotype 1 (93%) and HBV genotypes D (42.5%) and E (38%). The HBV VL was detectable in 108 patients at inclusion, and mutations associated with HBV resistance were found in 20. For almost all variables studied, including FIB-4 and APRI scores, no significant differences were found between anti-HDV-Ab positive or negative patients. FibroScan examination, which was performed in 110 patients at end-of-follow-up showed higher, but NS values, in HDV positive patients. After a mean follow-up of 24.55 ± 8.01 months (n = 217 patients), a highly significant worsening of APRI and FIB-4 scores was found. Moreover, patients with HDV showed more severe liver disease progression despite an efficient therapy. In a substantial Mauritanian cohort of relatively young PLWH, we found high HDV prevalence and worsening liver disease. In high-risk countries, screening for HDV and providing appropriate follow-up and treatments are warranted in PLWH.
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Affiliation(s)
- Hélène Le Guillou-Guillemette
- Virology Department, Angers University Hospital, Angers, France
- HIFIH Laboratory EA 3859, Angers University, Angers, France
| | - Adeline Pivert
- Virology Department, Angers University Hospital, Angers, France
- HIFIH Laboratory EA 3859, Angers University, Angers, France
| | | | | | | | - Pascal Veillon
- Virology Department, Angers University Hospital, Angers, France
| | - Alexandra Ducancelle
- Virology Department, Angers University Hospital, Angers, France
- HIFIH Laboratory EA 3859, Angers University, Angers, France
| | | | | | - Françoise Lunel-Fabiani
- Virology Department, Angers University Hospital, Angers, France
- HIFIH Laboratory EA 3859, Angers University, Angers, France
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Crudele L, De Matteis C, Novielli F, Petruzzelli S, Di Buduo E, Graziano G, Cariello M, Piccinin E, Gadaleta RM, Moschetta A. Fasting hyperglycaemia and fatty liver drive colorectal cancer: a retrospective analysis in 1145 patients. Intern Emerg Med 2024; 19:1267-1277. [PMID: 38668822 PMCID: PMC11364717 DOI: 10.1007/s11739-024-03596-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Accepted: 03/23/2024] [Indexed: 08/31/2024]
Abstract
BACKGROUND Metabolic dysfunction-associated steatotic liver disease (MASLD) represents the hepatic manifestation of increased adiposopathy, whose pathogenetic features have been proposed as tumourigenic triggers for colorectal cancer (CRC). We aim to identify specific metabolic signatures involved in CRC development that may be used as non-invasive biomarkers, paving the way for specific and personalized strategies of CRC prevention and early detection. METHODS We retrospectively assessed CRC onset during a time frame of 8 years in a cohort of 1145 out-patients individuals who had previously been evaluated for Metabolic Syndrome. RESULTS 28 patients developed CRC. No association between CRC development and visceral and general obesity was detected, while baseline fasting plasma glucose (FPG) and non-invasive liver fibrosis scores were significantly higher in patients with CRC, compared to those who did not develop cancer. Liver steatosis and MASLD were more frequently diagnosed in patients who developed CRC compared to no cancer developers. Canonical correlations among metabolic biomarkers were not present in CRC developers, differently from no cancer group. In ROC analysis, FPG and non-invasive scores also showed good sensitivity and specificity in predicting colon cancer. We then calculated ORs for metabolic biomarkers, finding that higher FPG and non-invasive scores were associated with an increased risk of developing CRC. CONCLUSION MASLD and increased FPG may play a role in the clinical background of CRC, bringing to light the fascinating possibility of a reversed gut-liver axis communication in the pathogenesis of CRC. Thus, the use of non-invasive scores of fatty liver may be helpful to predict the risk of CRC and serve as novel prognostic factors for prevention and therapeutic strategies.
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Affiliation(s)
- Lucilla Crudele
- Department of Interdisciplinary Medicine, University of Bari "Aldo Moro", Piazza Giulio Cesare n. 11, 70124, Bari, Italy
| | - Carlo De Matteis
- Department of Interdisciplinary Medicine, University of Bari "Aldo Moro", Piazza Giulio Cesare n. 11, 70124, Bari, Italy
| | - Fabio Novielli
- Department of Interdisciplinary Medicine, University of Bari "Aldo Moro", Piazza Giulio Cesare n. 11, 70124, Bari, Italy
| | - Stefano Petruzzelli
- Department of Interdisciplinary Medicine, University of Bari "Aldo Moro", Piazza Giulio Cesare n. 11, 70124, Bari, Italy
| | - Ersilia Di Buduo
- Department of Interdisciplinary Medicine, University of Bari "Aldo Moro", Piazza Giulio Cesare n. 11, 70124, Bari, Italy
| | - Giusi Graziano
- Center for Outcomes Research and Clinical Epidemiology (CORESEARCH), 65124, Pescara, Italy
| | - Marica Cariello
- Department of Interdisciplinary Medicine, University of Bari "Aldo Moro", Piazza Giulio Cesare n. 11, 70124, Bari, Italy
| | - Elena Piccinin
- Department of Translational Biomedicine and Neuroscience (DiBraiN), University of Bari "Aldo Moro", Bari, Italy
| | - Raffaella Maria Gadaleta
- Department of Interdisciplinary Medicine, University of Bari "Aldo Moro", Piazza Giulio Cesare n. 11, 70124, Bari, Italy.
| | - Antonio Moschetta
- Department of Interdisciplinary Medicine, University of Bari "Aldo Moro", Piazza Giulio Cesare n. 11, 70124, Bari, Italy.
- INBB National Institute for Biostructure and Biosystems, Viale delle Medaglie d'Oro 305, 00136, Rome, Italia.
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46
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Reiberger T, Lens S, Cabibbo G, Nahon P, Zignego AL, Deterding K, Elsharkawy AM, Forns X. EASL position paper on clinical follow-up after HCV cure. J Hepatol 2024; 81:326-344. [PMID: 38845253 DOI: 10.1016/j.jhep.2024.04.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Accepted: 04/05/2024] [Indexed: 07/26/2024]
Abstract
Following the advent of direct-acting antivirals (DAAs), hepatitis C virus (HCV) infection can be cured in almost all infected patients. This has led to a number of clinical questions regarding the optimal management of the millions of patients cured of HCV. This position statement provides specific guidance on the appropriate follow-up after a sustained virological response in patients without advanced fibrosis, those with compensated advanced chronic liver disease, and those with decompensated cirrhosis. Guidance on hepatocellular carcinoma risk assessment and the management of extrahepatic manifestations of HCV is also provided. Finally, guidance is provided on the monitoring and treatment of reinfection in at-risk patients. The recommendations are based on the best available evidence and are intended to help healthcare professionals involved in the management of patients after treatment for HCV.
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Affiliation(s)
- Thomas Reiberger
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria. CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
| | - Sabela Lens
- Liver Unit, Hospital Clinic Barcelona. IDIBAPS. Liver and Digestive Diseases Networking Biomedical Research Centre (CIBERehd). University of Barcelona. Spain
| | - Giuseppe Cabibbo
- Section of Gastroenterology and Hepatology, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties PROMISE, University of Palermo, Italy
| | - Pierre Nahon
- AP-HP, Hôpitaux Universitaires Paris Seine Saint-Denis, Liver Unit, Bobigny; Université Sorbonne Paris Nord, F-93000 Bobigny; Inserm, UMR-1138 "Functional Genomics of Solid Tumors", Centre de Recherche des Cordeliers, Université de Paris, France
| | - Anna Linda Zignego
- Department of Clinical and Experimental Medicine, University of Florence, Florence, Italy
| | - Katja Deterding
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School. Germany
| | - Ahmed M Elsharkawy
- Liver Unit, Queen Elizabeth Hospital Birmingham. NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham, United Kingdom
| | - Xavier Forns
- Liver Unit, Hospital Clinic Barcelona. IDIBAPS. Liver and Digestive Diseases Networking Biomedical Research Centre (CIBERehd). University of Barcelona. Spain.
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Davidov Y, Shem-Tov N, Yerushalmi R, Hod T, Ben-Ari Z, Nagler A, Shimoni A, Danylesko I. Liver stiffness measurements predict Sinusoidal Obstructive Syndrome after hematopoietic stem cell transplantation. Bone Marrow Transplant 2024; 59:1070-1075. [PMID: 38658660 PMCID: PMC11296942 DOI: 10.1038/s41409-024-02288-1] [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: 10/20/2023] [Revised: 03/09/2024] [Accepted: 04/09/2024] [Indexed: 04/26/2024]
Abstract
Sinusoidal Obstructive Syndrome (SOS) is a life-threatening complication after hematopoietic stem-cell transplantation (HSCT), characterized by post-sinusoidal portal hypertension. FibroScan is used to assess portal hypertension non-invasively. We assessed transient elastography (TE) applicability in diagnosing SOS. The study included 27 adult patients, 11 underwent TE for high SOS risk pre-HSCT, 17 underwent TE post-HSCT due to bilirubin ≥2 mg/dl with no definite diagnosis of SOS. The first group had median Liver Stiffness Measurement (LSM) of 7.4 kPa (range, 3.3-22.5). Based on LSM results, conditioning regimen was modified for six patients and two of them developed SOS. Only one patient who did not have protocol adjustment experienced SOS. No patient with LSM < 7 kPa developed SOS. The second group had median LSM of 7.7 kPa (4.4-31.5). Median LSM after HSCT was significantly higher in patients who subsequently developed established SOS (n = 10) compared to patients who did not (n = 8), with values of 10.7 kPa (5.6-31.5) and 5.9 kPa (4.4-13.8), respectively (p = 0.02). An LSM cut-off of 7.5 kPa had a sensitivity and specificity of 75 and 80% for diagnosing SOS. In conclusion, pre-HSCT LSM can help adjustment of conditioning regimen in patients with high-risk for SOS. Post-HSCT LSM can help in early diagnosis of SOS.
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Affiliation(s)
- Yana Davidov
- Liver Diseases Center, Sheba Medical Center, Tel-Hashomer, Israel.
- Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel.
| | - Noga Shem-Tov
- Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
- The Division of Hematology and Bone Marrow Transplantation, Sheba Medical Center, Tel-Hashomer, Israel
| | - Ronit Yerushalmi
- Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
- The Division of Hematology and Bone Marrow Transplantation, Sheba Medical Center, Tel-Hashomer, Israel
| | - Tammy Hod
- Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
- Renal Transplant Center and Nephrology department, Sheba Medical Center, Tel-Hashomer, Israel
| | - Ziv Ben-Ari
- Liver Diseases Center, Sheba Medical Center, Tel-Hashomer, Israel
- Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Arnon Nagler
- Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
- The Division of Hematology and Bone Marrow Transplantation, Sheba Medical Center, Tel-Hashomer, Israel
| | - Avichai Shimoni
- Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
- The Division of Hematology and Bone Marrow Transplantation, Sheba Medical Center, Tel-Hashomer, Israel
| | - Ivetta Danylesko
- Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
- The Division of Hematology and Bone Marrow Transplantation, Sheba Medical Center, Tel-Hashomer, Israel
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Fu H, Li H, Du Y, Liu C, Dang F, Zhang X, Xu D, Mao Y, Wang LF, Luo Y, Liu L. Factors influencing pathological changes in the liver tissue in hepatitis B virus carriers with low-level viremia. Clin Res Hepatol Gastroenterol 2024; 48:102351. [PMID: 38705234 DOI: 10.1016/j.clinre.2024.102351] [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: 02/19/2024] [Revised: 03/27/2024] [Accepted: 04/24/2024] [Indexed: 05/07/2024]
Abstract
OBJECTIVES To investigate the optimal timing for initiating antiviral therapy in hepatitis B virus (HBV) carriers with low-level viremia (LLV). METHODS We retrospectively enrolled 126 HBV carriers with LLV who underwent liver biopsy. Patients' clinical data, routine blood test results, portal vein diameter, splenic vein diameter and thickness, and measurements (LSM) within 1 week before liver biopsy were obtained. Single-factor and multifactor statistical methods were used to analyze factors that affected inflammation and fibrosis in pathological liver tissues. The receiver operating characteristic curve was used to analyze liver stiffness and HBV DNA levels to determine liver tissue inflammation and fibrosis. R -Studio software was used to draw nomograms, calibration plots, and model decision curves. RESULTS Infection duration and HBV DNA levels affected liver tissue inflammation. Albumin(ALB), aspartate aminotransferase (AST), HBV DNA, liver stiffness, age, and splenic thickness affected liver fibrosis. The best cutoff value of the LSM for diagnosing liver inflammation and fibrosis was 7.45 (specificity, 92%). The best cutoff value of HBV DNA for diagnosing liver inflammation and fibrosis was 39.5 (specificity, 96%). HBV DNA,and splenic thickness affected the treatment decision in naive chronic hepatitis Bpatients with LLV CONCLUSIONS: HBV carriers with LLV have high incidences of liver tissue inflammation and fibrosis. The infection duration and HBV DNA levels affected liver inflammation whereas the ALB, AST levels, HBV DNA, LSM, age, and splenic thickness affected liver fibrosis. Eligible expansion of antiviral treatment indications is necessary, however, a universal treatment approach may be inefficient. HBV DNA can be a reference for initiating antiviral therapy.
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Affiliation(s)
- Haiyan Fu
- Hospice care center the 3rd people's hospital of Kunming, PR China; Yunnan Clinical Medicine Center for Infectious Diseases, PR China
| | - Hongjuan Li
- Hospice care center the 3rd people's hospital of Kunming, PR China; Yunnan Clinical Medicine Center for Infectious Diseases, PR China
| | - Yingrong Du
- Liver disease department the 3rd people's hospital of Kunming, PR China; Yunnan Clinical Medicine Center for Infectious Diseases, PR China
| | - Chunyun Liu
- Liver disease department the 3rd people's hospital of Kunming, PR China; Yunnan Clinical Medicine Center for Infectious Diseases, PR China
| | - Futao Dang
- Hospice care center the 3rd people's hospital of Kunming, PR China; Yunnan Clinical Medicine Center for Infectious Diseases, PR China
| | - Xuan Zhang
- Hospice care center the 3rd people's hospital of Kunming, PR China
| | - Danqing Xu
- Liver disease department the 3rd people's hospital of Kunming, PR China
| | - Yachao Mao
- Hospice care center the 3rd people's hospital of Kunming, PR China
| | - Li Feng Wang
- Hospice care center the 3rd people's hospital of Kunming, PR China
| | - Yu Luo
- Hospice care center the 3rd people's hospital of Kunming, PR China; Yunnan Clinical Medicine Center for Infectious Diseases, PR China.
| | - Li Liu
- Liver disease department the 3rd people's hospital of Kunming, PR China; Yunnan Clinical Medicine Center for Infectious Diseases, PR China.
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Tagliaferro M, Marino M, Basile V, Pocino K, Rapaccini GL, Ciasca G, Basile U, Carnazzo V. New Biomarkers in Liver Fibrosis: A Pass through the Quicksand? J Pers Med 2024; 14:798. [PMID: 39201990 PMCID: PMC11355846 DOI: 10.3390/jpm14080798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2024] [Revised: 07/12/2024] [Accepted: 07/27/2024] [Indexed: 09/03/2024] Open
Abstract
Chronic liver diseases (CLD) stem from various causes and lead to a gradual progression that ultimately may result in fibrosis and eventually cirrhosis. This process is typically prolonged and asymptomatic, characterized by the complex interplay among various cell types, signaling pathways, extracellular matrix components, and immune responses. With the prevalence of CLD increasing, diagnoses are often delayed, which leads to poor prognoses and in some cases, the need for liver transplants. Consequently, there is an urgent need for the development of novel, non-invasive methods for the diagnosis and monitoring of CLD. In this context, serum biomarkers-safer, repeatable, and more acceptable alternatives to tissue biopsies-are attracting significant research interest, although their clinical implementation is not yet widespread. This review summarizes the latest advancements in serum biomarkers for detecting hepatic fibrogenesis and advocates for concerted efforts to consolidate current knowledge, thereby providing patients with early, effective, and accessible diagnoses that facilitate personalized therapeutic strategies.
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Affiliation(s)
- Marzia Tagliaferro
- Dipartimento di Patologia Clinica, Ospedale Santa Maria Goretti, A.U.S.L. Latina, 04100 Latina, Italy; (M.T.); (V.C.)
| | - Mariapaola Marino
- Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (M.M.); (G.L.R.)
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Università Cattolica del Sacro Cuore, 00168 Rome, Italy;
| | - Valerio Basile
- Clinical Pathology Unit and Cancer Biobank, Department of Research and Advanced Technologies, I.R.C.C.S. Regina Elena National Cancer Institute, 00144 Rome, Italy;
| | - Krizia Pocino
- Clinical Pathology Unit, San Pietro Fatebenefratelli Hospital, 00189 Rome, Italy;
| | - Gian Ludovico Rapaccini
- Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (M.M.); (G.L.R.)
| | - Gabriele Ciasca
- Fondazione Policlinico Universitario “A. Gemelli” IRCCS, Università Cattolica del Sacro Cuore, 00168 Rome, Italy;
- Dipartimento di Neuroscienze, Sezione di Fisica, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Umberto Basile
- Dipartimento di Patologia Clinica, Ospedale Santa Maria Goretti, A.U.S.L. Latina, 04100 Latina, Italy; (M.T.); (V.C.)
| | - Valeria Carnazzo
- Dipartimento di Patologia Clinica, Ospedale Santa Maria Goretti, A.U.S.L. Latina, 04100 Latina, Italy; (M.T.); (V.C.)
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50
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Cheng GW, Fang Y, Xue LY, Zhang Y, Xie XY, Qiao XH, Li XQ, Guo J, Ding H. Nomogram based on liver stiffness and spleen area with ultrasound for posthepatectomy liver failure: A multicenter study. World J Gastroenterol 2024; 30:3314-3325. [PMID: 39086747 PMCID: PMC11287416 DOI: 10.3748/wjg.v30.i27.3314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 05/24/2024] [Accepted: 06/17/2024] [Indexed: 07/11/2024] Open
Abstract
BACKGROUND Liver stiffness (LS) measurement with two-dimensional shear wave elastography (2D-SWE) correlates with the degree of liver fibrosis and thus indirectly reflects liver function reserve. The size of the spleen increases due to tissue proliferation, fibrosis, and portal vein congestion, which can indirectly reflect the situation of liver fibrosis/cirrhosis. It was reported that the size of the spleen was related to posthepatectomy liver failure (PHLF). So far, there has been no study combining 2D-SWE measurements of LS with spleen size to predict PHLF. This prospective study aimed to investigate the utility of 2D-SWE assessing LS and spleen area (SPA) for the prediction of PHLF in hepatocellular carcinoma (HCC) patients and to develop a risk prediction model. AIM To investigate the utility of 2D-SWE assessing LS and SPA for the prediction of PHLF in HCC patients and to develop a risk prediction model. METHODS This was a multicenter observational study prospectively analyzing patients who underwent hepatectomy from October 2020 to March 2022. Within 1 wk before partial hepatectomy, ultrasound examination was performed to measure LS and SPA, and blood was drawn to evaluate the patient's liver function and other conditions. Least absolute shrinkage and selection operator logistic regression and multivariate logistic regression analysis was applied to identify independent predictors of PHLF and develop a nomogram. Nomogram performance was validated further. The diagnostic performance of the nomogram was evaluated with receiver operating characteristic curve compared with the conventional models, including the model for end-stage liver disease (MELD) score and the albumin-bilirubin (ALBI) score. RESULTS A total of 562 HCC patients undergoing hepatectomy (500 in the training cohort and 62 in the validation cohort) were enrolled in this study. The independent predictors of PHLF were LS, SPA, range of resection, blood loss, international normalized ratio, and total bilirubin. Better diagnostic performance of the nomogram was obtained in the training [area under receiver operating characteristic curve (AUC): 0.833; 95% confidence interval (95%CI): 0.792-0.873; sensitivity: 83.1%; specificity: 73.5%] and validation (AUC: 0.802; 95%CI: 0.684-0.920; sensitivity: 95.5%; specificity: 52.5%) cohorts compared with the MELD score and the ALBI score. CONCLUSION This PHLF nomogram, mainly based on LS by 2D-SWE and SPA, was useful in predicting PHLF in HCC patients and presented better than MELD score and ALBI score.
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Affiliation(s)
- Guang-Wen Cheng
- Department of Ultrasound, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Yan Fang
- Department of Ultrasound, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Li-Yun Xue
- Department of Ultrasound, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Yan Zhang
- Department of Ultrasound, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Xiao-Yan Xie
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, Sun Yat-sen University First Affiliated Hospital, Guangzhou 510080, Guangdong Province, China
| | - Xiao-Hui Qiao
- Department of Ultrasound, Huashan Hospital, Fudan University, Shanghai 200040, China
| | - Xue-Qi Li
- Department of Ultrasound, Huashan Hospital, Fudan University, Shanghai 200040, China
- Institute of Ultrasound in Medicine and Engineering, Shanghai Cancer Center, Shanghai 200040, China
| | - Jia Guo
- Department of Ultrasound, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
- Department of Ultrasound, Eastern Hepatobiliary Surgical Hospital, Second Military Medical University, Shanghai 200433, China
| | - Hong Ding
- Department of Ultrasound, National Clinical Research Center for Aging and Medicine, Huashan Hospital, Fudan University, Shanghai 200040, China
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