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Gabriel-Medina P, Ferrer-Costa R, Ciudin A, Augustin S, Rivera-Esteban J, Pericàs JM, Selva DM, Rodriguez-Frias F. Accuracy of a sequential algorithm based on FIB-4 and ELF to identify high-risk advanced liver fibrosis at the primary care level. Intern Emerg Med 2024; 19:745-756. [PMID: 37952070 PMCID: PMC11039533 DOI: 10.1007/s11739-023-03441-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 06/21/2023] [Indexed: 11/14/2023]
Abstract
Non-alcoholic fatty liver disease (NAFLD) is the leading cause of chronic liver disease, and liver fibrosis is the strongest predictor of morbimortality. We aimed to assess the performance of a sequential algorithm encompassing the Fibrosis 4 (FIB-4) and Enhanced Liver Fibrosis (ELF) scores for identifying patients at risk of advanced fibrosis. This cross-sectional study included one hospital-based cohort with biopsy-proven NAFLD (n = 140) and two primary care cohorts from different clinical settings: Type 2 Diabetes (T2D) follow-up (n = 141) and chronic liver disease (CLD) initial study (n = 138). Logistic regression analysis was performed to assess liver fibrosis diagnosis models based on FIB-4 and ELF biomarkers. The sequential algorithm retrieved the following accuracy parameters in predicting stages F3-4 in the biopsy-confirmed cohort: sensitivity (85%), specificity (73%), negative predictive value (79%) and positive predictive value (81%). In both T2D and CLD cohorts, a total of 28% of patients were classified as stages F3-4. Furthermore, of all F3-4 classified patients in the T2D cohort, 80% had a diagnosis of liver disease and 44% were referred to secondary care. Likewise, of all F3-4 classified patients in the CLD cohort, 71% had a diagnosis of liver disease and 44% were referred to secondary care. These results suggest the potential utility of this algorithm as a liver fibrosis stratifying tool in primary care, where updating referral protocols to detect high-risk F3-4 is needed. FIB-4 and ELF sequential measurement is an efficient strategy to prioritize patients with high risk of F3-4 in populations with metabolic risk factors.
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Affiliation(s)
- Pablo Gabriel-Medina
- Clinical Biochemistry Department, Vall d'Hebron University Hospital, 08035, Barcelona, Spain.
- Biochemistry and Molecular Biology Department, Universitat Autònoma de Barcelona (UAB), 08193, Barcelona, Spain.
- Clinical Biochemistry Research Team, Vall d'Hebron Institut de Recerca (VHIR), 08035, Barcelona, Spain.
| | - Roser Ferrer-Costa
- Clinical Biochemistry Department, Vall d'Hebron University Hospital, 08035, Barcelona, Spain.
- Clinical Biochemistry Research Team, Vall d'Hebron Institut de Recerca (VHIR), 08035, Barcelona, Spain.
| | - Andreea Ciudin
- Endocrinology and Nutrition Department, Vall d'Hebron University Hospital, 08035, Barcelona, Spain
- Diabetes and Metabolism Department, Vall d'Hebron Institut de Recerca (VHIR), Universitat Autònoma de Barcelona (UAB), 08035, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), 28029, Madrid, Spain
| | - Salvador Augustin
- Liver Unit, Internal Medicine Department, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron University Hospital, 08035, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), 28029, Madrid, Spain
| | - Jesus Rivera-Esteban
- Biochemistry and Molecular Biology Department, Universitat Autònoma de Barcelona (UAB), 08193, Barcelona, Spain
- Liver Unit, Internal Medicine Department, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron University Hospital, 08035, Barcelona, Spain
| | - J M Pericàs
- Liver Unit, Internal Medicine Department, Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron University Hospital, 08035, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), 28029, Madrid, Spain
| | - D M Selva
- Diabetes and Metabolism Department, Vall d'Hebron Institut de Recerca (VHIR), Universitat Autònoma de Barcelona (UAB), 08035, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), 28029, Madrid, Spain
| | - Francisco Rodriguez-Frias
- Clinical Biochemistry Department, Vall d'Hebron University Hospital, 08035, Barcelona, Spain
- Biochemistry and Molecular Biology Department, Universitat Autònoma de Barcelona (UAB), 08193, Barcelona, Spain
- Clinical Biochemistry Research Team, Vall d'Hebron Institut de Recerca (VHIR), 08035, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), 28029, Madrid, Spain
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Wang Z, Zhou Y, Yu P, Liu Y, Mei M, Bian Z, Shao W, Lv J, Li X, Lu W, Xu L. Retrospective Evaluation of Non-Invasive Assessment Based on Routine Laboratory Markers for Assessing Advanced Liver Fibrosis in Chronic Hepatitis B Patients. Int J Gen Med 2022; 15:5159-5171. [PMID: 35642202 PMCID: PMC9148603 DOI: 10.2147/ijgm.s364216] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Accepted: 05/03/2022] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND At present, there is a lack of cheap, effective and convenient detection methods for hepatitis B-related liver fibrosis, especially in the developing area. AIM To evaluate the non-invasive methods for the significant and advanced fibrosis stage in chronic hepatitis B virus (HBV) patients in basic hospitals and to assess their diagnostic utility. METHODS The study included 436 consecutive naive HBV individuals who had their livers biopsied. They were examined in one week using aspartate aminotransferase-to-aspartate aminotransferase ratio (AAR), age-platelet index (API), aspartate aminotransferase-to-platelet ratio index (APRI), fibrosis-4 (FIB-4), Forns, gamma-glutamyl transpeptidase-to-platelet ratio (GPR), S-index and transient elastography (TE). Scheuer scoring system was used to determine the histologic fibrosis grades (S0-S4). The diagnostic effectiveness was assessed using AUROCs and the DeLong test, both of which were based on statistical comparisons. RESULTS For both substantial (≧S2) and advanced (≧S3) fibrosis phases, TE had good diagnostic performance in determining the hepatic fibrosis. Similar diagnostic performance was shown with Forns and S-index when it came to detecting fibrosis stages lower than S3. One model's diagnostic value was not significantly improved by combining serum models. Correlation coefficients between clinical features and fibrosis phases were greatest for Forns (r = 0.397), S-index (r = 0.382) and TE (r = 0.535) when compared to other variables. CONCLUSION This investigation showed that Forns and S-index may be helpful strategies for detecting advanced fibrosis in HBV patients admitted to community hospitals.
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Affiliation(s)
- Zeyu Wang
- Department of Hepatobiliary Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin’s Clinical Research Center for Cancer, Tianjin, 300060, People’s Republic of China
| | - Yonghe Zhou
- Ultrasound department, Tianjin Second People’s Hospital, Tianjin, 300192, People’s Republic of China
- Tianjin Research Institute of Liver Diseases, Tianjin, 300192, People’s Republic of China
| | - Pengzhi Yu
- Ultrasound department, Tianjin Second People’s Hospital, Tianjin, 300192, People’s Republic of China
- Tianjin Research Institute of Liver Diseases, Tianjin, 300192, People’s Republic of China
| | - Yonggang Liu
- Tianjin Research Institute of Liver Diseases, Tianjin, 300192, People’s Republic of China
- Pathology Department, Tianjin Second People’s Hospital, Tianjin, 300192, People’s Republic of China
| | - Mei Mei
- Department of Gastroenterology, Tianjin Haihe Hospital, Tianjin, 300350, People’s Republic of China
| | - Zhuo Bian
- Ultrasound department, Tianjin Second People’s Hospital, Tianjin, 300192, People’s Republic of China
| | - Wei Shao
- Ultrasound department, Tianjin Second People’s Hospital, Tianjin, 300192, People’s Republic of China
| | - Jinxia Lv
- Ultrasound department, Tianjin Second People’s Hospital, Tianjin, 300192, People’s Republic of China
| | - Xin Li
- Ultrasound department, Tianjin Second People’s Hospital, Tianjin, 300192, People’s Republic of China
| | - Wei Lu
- Department of Hepatobiliary Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin’s Clinical Research Center for Cancer, Tianjin, 300060, People’s Republic of China
- Tianjin Research Institute of Liver Diseases, Tianjin, 300192, People’s Republic of China
- Department of Hepatology, Tianjin Second People’s Hospital, Tianjin, 300192, People’s Republic of China
| | - Liang Xu
- Tianjin Research Institute of Liver Diseases, Tianjin, 300192, People’s Republic of China
- Department of Hepatology, Tianjin Second People’s Hospital, Tianjin, 300192, People’s Republic of China
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Schmid A, Arians M, Karrasch T, Pons-Kühnemann J, Schäffler A, Roderfeld M, Roeb E. Improvement of Type 2 Diabetes Mellitus and Attenuation of NAFLD Are Associated with the Success of Obesity Therapy. J Clin Med 2022; 11:jcm11071756. [PMID: 35407364 PMCID: PMC8999703 DOI: 10.3390/jcm11071756] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 03/16/2022] [Indexed: 12/13/2022] Open
Abstract
Obesity and type 2 diabetes mellitus (T2D) represent important comorbidities of the metabolic syndrome, which are associated with non-alcoholic fatty liver disease (NAFLD)-related hepatic fibrosis. In total, 160 morbidly obese patients-81 following a low-calorie formula diet (LCD) program and 79 undergoing bariatric surgery (Roux-en-Y gastric bypass, RYGB)-were examined for anthropometric and metabolic parameters at base-line and during 12 months of weight loss, focusing on a putative co-regulation of T2D parameters and liver fibrosis risk. High NAFLD fibrosis scores (NFS) before intervention were associated with elevated HbA1c levels and T2D. Loss of weight and body fat percentage (BFL) were associated with improved glucose and lipid metabolism and reduced risk of NAFLD-related fibrosis, with particularly beneficial effects by RYGB. Both T2D improvement and NFS decrease were positively associated with high BFL. A highly significant correlation of NFS reduction with BFL was restricted to male patients while being absent in females, accompanied by generally higher BFL in men. Overall, the data display the relation of BFL, T2D improvement, and reduced NAFLD-related fibrosis risk during weight loss in morbidly obese individuals induced by diet or RYGB. Furthermore, our data suggest a considerable sexual dimorphism concerning the correlation of fat loss and improved risk of liver fibrosis.
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Affiliation(s)
- Andreas Schmid
- Department of Internal Medicine III, Justus Liebig University, 35392 Giessen, Germany; (A.S.); (T.K.); (A.S.)
| | - Miriam Arians
- Department of Gastroenterology, Internal Medicine II, Justus Liebig University, Klinikstr. 33, 35392 Giessen, Germany; (M.A.); (M.R.)
| | - Thomas Karrasch
- Department of Internal Medicine III, Justus Liebig University, 35392 Giessen, Germany; (A.S.); (T.K.); (A.S.)
| | - Jörn Pons-Kühnemann
- Institute of Medical Informatics, Justus Liebig University, 35392 Giessen, Germany;
| | - Andreas Schäffler
- Department of Internal Medicine III, Justus Liebig University, 35392 Giessen, Germany; (A.S.); (T.K.); (A.S.)
| | - Martin Roderfeld
- Department of Gastroenterology, Internal Medicine II, Justus Liebig University, Klinikstr. 33, 35392 Giessen, Germany; (M.A.); (M.R.)
| | - Elke Roeb
- Department of Gastroenterology, Internal Medicine II, Justus Liebig University, Klinikstr. 33, 35392 Giessen, Germany; (M.A.); (M.R.)
- Correspondence:
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