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Patel K, Asrani SK, Fiel MI, Levine D, Leung DH, Duarte-Rojo A, Dranoff JA, Nayfeh T, Hasan B, Taddei TH, Alsawaf Y, Saadi S, Majzoub AM, Manolopoulos A, Alzuabi M, Ding J, Sofiyeva N, Murad MH, Alsawas M, Rockey DC, Sterling RK. Accuracy of blood-based biomarkers for staging liver fibrosis in chronic liver disease: A systematic review supporting the AASLD Practice Guideline. Hepatology 2024:01515467-990000000-00805. [PMID: 38489517 DOI: 10.1097/hep.0000000000000842] [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: 11/08/2023] [Accepted: 02/19/2024] [Indexed: 03/17/2024]
Abstract
BACKGROUND AND AIMS Blood-based biomarkers have been proposed as an alternative to liver biopsy for noninvasive liver disease assessment in chronic liver disease. Our aims for this systematic review were to evaluate the diagnostic utility of selected blood-based tests either alone, or in combination, for identifying significant fibrosis (F2-4), advanced fibrosis (F3-4), and cirrhosis (F4), as compared to biopsy in chronic liver disease. APPROACH AND RESULTS We included a comprehensive search of databases including Ovid MEDLINE(R), EMBASE, Cochrane Database, and Scopus through to April 2022. Two independent reviewers selected 286 studies with 103,162 patients. The most frequently identified studies included the simple aspartate aminotransferase-to-platelet ratio index and fibrosis (FIB)-4 markers (with low-to-moderate risk of bias) in HBV and HCV, HIV-HCV/HBV coinfection, and NAFLD. Positive (LR+) and negative (LR-) likelihood ratios across direct and indirect biomarker tests for HCV and HBV for F2-4, F3-4, or F4 were 1.66-6.25 and 0.23-0.80, 1.89-5.24 and 0.12-0.64, and 1.32-7.15 and 0.15-0.86, respectively; LR+ and LR- for NAFLD F2-4, F3-4, and F4 were 2.65-3.37 and 0.37-0.39, 2.25-6.76 and 0.07-0.87, and 3.90 and 0.15, respectively. Overall, the proportional odds ratio indicated FIB-4 <1.45 was better than aspartate aminotransferase-to-platelet ratio index <0.5 for F2-4. FIB-4 >3.25 was also better than aspartate aminotransferase-to-platelet ratio index >1.5 for F3-4 and F4. There was limited data for combined tests. CONCLUSIONS Blood-based biomarkers are associated with small-to-moderate change in pretest probability for diagnosing F2-4, F3-4, and F4 in viral hepatitis, HIV-HCV coinfection, and NAFLD, with limited comparative or combination studies for other chronic liver diseases.
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Affiliation(s)
- Keyur Patel
- Department of Medcine, Division of Gastroenterology and Hepatology, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Sumeet K Asrani
- Department of Medicine, Division of Hepatology, Baylor University Medical Center, Dallas, Texas, USA
| | - Maria Isabel Fiel
- Department of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Deborah Levine
- Department of Radiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Daniel H Leung
- Department of Pediatrics, Baylor College of Medicine and Division of Gastroenterology, Hepatology and Nutrition, Texas Children's Hospital, Houston, Texas, USA
| | - Andres Duarte-Rojo
- Division of Gastroenterology and Hepatology, Northwestern Medicine and Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Jonathan A Dranoff
- Yale School of Medicine, Department of Internal Medicine, Section of Digestive Diseases, New Haven, Connecticut, USA
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Tarek Nayfeh
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Bashar Hasan
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Tamar H Taddei
- Yale School of Medicine, Department of Internal Medicine, Section of Digestive Diseases, New Haven, Connecticut, USA
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Yahya Alsawaf
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Samer Saadi
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | | | | | - Muayad Alzuabi
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Jingyi Ding
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Nigar Sofiyeva
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Mohammad H Murad
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Mouaz Alsawas
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
- Department of Medicine, Section of Hepatology, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Don C Rockey
- Department of Medicine, Digestive Disease Research Center, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Richard K Sterling
- Department of Medicine, Section of Hepatology, Virginia Commonwealth University, Richmond, Virginia, USA
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Luo H, Peng S, Ouyang W, Tan Y, Jiang T, Tang L, Li S, Qiu J, Zhou C. Assessment of liver fibrosis by transient elastography and multi-parameters model in young children with chronic hepatitis B virus infection. BMC Infect Dis 2022; 22:160. [PMID: 35180839 PMCID: PMC8857795 DOI: 10.1186/s12879-022-07142-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 02/08/2022] [Indexed: 11/10/2022] Open
Abstract
OBJECTIVE This study aimed to compare the diagnostic value of the single or combined applications of transient elastography (TE) and multivariate indicators with biopsy for the detection of liver fibrosis in children caused by chronic hepatitis B (CHB). METHODS This study included 148 CHB children treated at Hunan Children's Hospital from January 1st 2015 to December 31st 2018, aged from 0.83 to 14.58 years old. All patients underwent liver biopsy (LB), of which 43 patients underwent TE. Multiple clinical data, including aspartate aminotransferase (AST), alanine aminotransferase (ALT), Platelet (PLT), and HBV-deoxyribonucleic acid (HBV DNA) of all patients were collected. The diagnostic values for CHB of TE and its combinations with these indicators were measured. The patients were classified in two ways: no hepatic fibrosis group (F0) versus fibrosis group (F ≥ 1), and no significant hepatic fibrosis group (F < 2) versus significant hepatic fibrosis group (F ≥ 2). The statistical assessment was performed between groups within each classification to compare the diagnostic value of different parameters. RESULTS The operating characteristic area under curve (AUC) of liver fibrosis diagnosed by liver stiffness measurement (LSM) which obtained by TE, AST-to-PLT ratio index (APRI), and fibrosis-4 index (FIB-4) were 0.740, 0.701, and 0.651, while the corresponding cut-off values were 5.9 kPa, 0.50, and 0.10, respectively. The AUC of significant liver fibrosis diagnosed by LSM, APRI and FIB-4 were 0.849, 0.701, and 0.509, while the corresponding cut-off values were 8.4 kPa, 0.76, and 0.08, respectively. While with the combinations of LSM and APRI, LSM and FIB-4, LSM and APRI and FIB-4, APRI and FIB-4, the AUC of significant liver fibrosis were 0.866, 0.855, 0.869, and 0.684, respectively. The AUC of significant liver fibrosis diagnosed by the LSM was significantly higher than APRI and FIB-4. CONCLUSIONS The diagnostic value of transient elastography was better than that of APRI and FIB-4 for CHB children with significant liver fibrosis. In addition, TE also has relatively high application values on the diagnosis of patients with different degrees of liver fibrosis caused by CHB.
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Affiliation(s)
- Haiyan Luo
- Department of Hepatology, Hunan Children's Hospital, Changsha, 410007, China
| | - Songxu Peng
- Department of Maternal and Child Health, Xiangya School of Public Health, Central South University, Changsha, 410078, China
| | - Wenxian Ouyang
- Department of Hepatology, Hunan Children's Hospital, Changsha, 410007, China
| | - Yanfang Tan
- Department of Hepatology, Hunan Children's Hospital, Changsha, 410007, China
| | - Tao Jiang
- Department of Hepatology, Hunan Children's Hospital, Changsha, 410007, China
| | - Lian Tang
- Department of Hepatology, Hunan Children's Hospital, Changsha, 410007, China
| | - Shuangjie Li
- Department of Hepatology, Hunan Children's Hospital, Changsha, 410007, China.
| | - Jun Qiu
- Pediatrics Research Institute of Hunan Province, Hunan Children's Hospital, Changsha, 410007, China.
| | - Changci Zhou
- Academy of Pediatrics of University of South China, Hengyang, 421001, China
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Barré T, Fontaine H, Ramier C, Di Beo V, Pol S, Carrieri P, Marcellin F, Cagnot C, Dorival C, Zucman-Rossi J, Zoulim F, Carrat F, Protopopescu C. Elevated coffee consumption is associated with a lower risk of elevated liver fibrosis biomarkers in patients treated for chronic hepatitis B (ANRS CO22 Hepather cohort). Clin Nutr 2022; 41:610-619. [DOI: 10.1016/j.clnu.2022.01.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 01/04/2022] [Accepted: 01/15/2022] [Indexed: 11/03/2022]
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Huang TH, Lin MT, Wang JH, Chang KC, Yen YH, Kuo FY, Huang CC, Hsiao CC, Chiu SYH, Lu SN, Wang CC, Hu TH. Clinical and novel application of FibroScan, FIB-4 and aspartate aminotransferase-to-platelet ratio index in liver fibrosis evaluation in patients with hepatocellular carcinoma and their roles in oesophageal variceal prediction. Int J Clin Pract 2021; 75:e13945. [PMID: 33338308 DOI: 10.1111/ijcp.13945] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Accepted: 12/14/2020] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Non-invasive techniques for liver fibrosis diagnosis are very important for clinician especially in high-risk patients for liver biopsy. We further explored the diagnostic accuracy of FibroScan, FIB-4 and aminotransferase-to-platelet ratio index (APRI) in identifying liver fibrosis and assess their predictive role for oesophageal varices in patients with hepatocellular carcinoma (HCC). METHODS In total, 380 patients who underwent surgery for HCC were included based on retrospective study design. Liver fibrosis was pathologically diagnosed using the Ishak scoring system. Liver stiffness parameters were measured using FibroScan. APRI and FIB-4 were calculated. Among those, 121 patients who received oesophagogastroduodenoscopic examination underwent variceal evaluation. RESULTS For liver cirrhosis diagnosis with FibroScan, the optimal cut-off values for the patients with HCC overall, left HCC and right HCC were 8.85, 11.75 and 8.70 kPa (the accuracy were 78.7%, 78.4% and 79.2%, respectively). They had high areas under the receiver operating characteristic curve of 0.84, 0.84 and 0.85. The combined FibroScan, APRI and FIB-4 had very high specificity (more than 92%) for cirrhosis diagnosis. The optimal cut-off liver stiffness values for the diagnosis of varices were all 11.2 kPa. For predicting varices, the optimal cut-off values of FIB-4 and APRI were 2.64 and 0.71, their accuracy were 64.3%-78.4%, 69.4% and 72.7%, respectively. CONCLUSIONS FibroScan, FIB-4 and APRI have moderate accuracy for liver fibrosis diagnosis and oesophageal varices prediction in patients with hepatoma. This is a study of these non-invasive techniques applied in specific hepatoma patients and with inevitable limitations and need future more studies for validation.
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Affiliation(s)
- Tzu-Hsin Huang
- Division of Hepato-Gastroenterology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung City, Taiwan
| | - Ming-Tsung Lin
- Division of Hepato-Gastroenterology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung City, Taiwan
- Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Jing-Houng Wang
- Division of Hepato-Gastroenterology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung City, Taiwan
| | - Kuo-Chin Chang
- Division of Hepato-Gastroenterology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung City, Taiwan
| | - Yi-Hao Yen
- Division of Hepato-Gastroenterology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung City, Taiwan
| | - Fang-Ying Kuo
- Department of Pathology, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung City, Taiwan
| | - Chao-Cheng Huang
- Department of Pathology, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung City, Taiwan
| | - Chang-Chun Hsiao
- Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Division of Pulmonary and Critical Care Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung City, Taiwan
| | - Sherry Yueh-Hsia Chiu
- Division of Hepato-Gastroenterology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung City, Taiwan
- Department of Health Care Management, College of Management; and Healthy Aging Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Sheng-Nan Lu
- Division of Hepato-Gastroenterology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung City, Taiwan
| | - Chih-Chi Wang
- Department of Surgery, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung City, Taiwan
| | - Tsung-Hui Hu
- Division of Hepato-Gastroenterology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung City, Taiwan
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Wan M, Xu H, Li D, Wang L, Li X. Accuracy of gamma-glutamyl transpeptidase-to-platelet ratio (GPR), red cell distribution width (RDW), aspartate aminotransferase-to-platelet ratio index (APRI), and the fibrosis-4 index (FIB4) compared with liver biopsy in patients with drug-induced liver injury (DILI). Medicine (Baltimore) 2021; 100:e24723. [PMID: 33578617 PMCID: PMC10545076 DOI: 10.1097/md.0000000000024723] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Revised: 10/08/2020] [Accepted: 01/19/2021] [Indexed: 01/04/2023] Open
Abstract
ABSTRACT This study objected to evaluate the accuracy of the gamma-glutamyl transpeptidase-to-platelet ratio (GPR), aspartate aminotransferase-to-platelet ratio index (APRI), red cell distribution width (RDW), and fibrosis-4 index (FIB4) index, compared with liver biopsy (LB), in predicting the severity of inflammation in drug-induced liver injury (DILI) patients.We evaluated patients with DILI who were followed at the First Hospital of Jilin University and underwent LB. Accuracy of each method was analyzed using ROC analysis. Classifications of liver inflammation included G0-4.One hundred fifty six DILI patients were included with LB and complete medical records. 62.8% (98), 39.1% (61), and 16.7% (26) were classified as ≥G2, ≥G3, or G4, respectively. The AUROCs, by degree of inflammation, were: ≥G2: GPR: 0.654, RDW: 0.635, APRI: 0.728, and FIB4: 0.739; ≥G3: GPR: 0.623, RDW: 0.703, APRI: 0.777, and FIB4: 0.781; and G4: GPR: 0.556, RDW: 0.647, APRI: 0.729, and FIB4: 0.714. To predict ≥G2 inflammation, there were no differences between the AUROCs for GPR, RDW, APRI, and FIB4. To predict ≥G3 inflammation, the AUROCs for FIB4 and APRI were higher than that for GPR (0.781 vs 0.623, P < .01; 0.777 vs 0.623, P < .05). As for G4 inflammation, the AUROCs for FIB4 and APRI were also higher than GPR (0.714 vs 0.556, P < .05, 0.729 vs 0.556, P < .05).When the level of inflammation was higher than G2 in patients with DILI, it could be predicted using APRI and FIB4 as non-invasive markers for this condition.
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Affiliation(s)
- Minjie Wan
- Department of Hepatology, The First Hospital of Jilin University, Jilin University, No. 71 Xinmin Street
| | - Hongqin Xu
- Department of Hepatology, The First Hospital of Jilin University, Jilin University, No. 71 Xinmin Street
- Jilin Province Key Laboratory of Infectious Disease, Laboratory of Molecular Virology
| | - Dezhao Li
- Department of Hepatology, The First Hospital of Jilin University, Jilin University, No. 71 Xinmin Street
| | - Le Wang
- Department of Ultrasound, The First Hospital of Jilin University, Jilin University, No. 71 Xinmin Street, Changchun, China
| | - Xu Li
- Department of Hepatology, The First Hospital of Jilin University, Jilin University, No. 71 Xinmin Street
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