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Tantai X, Wen Z, Tuo S, Ran Q, Li C, Li Y, Yuan J, Wang J, Li L, Dai S. Associations of Serum Vitamin D with Sarcopenia in Patients with Chronic Liver Disease: A Population-Based Cross-Sectional Study. Calcif Tissue Int 2025; 116:69. [PMID: 40325227 DOI: 10.1007/s00223-025-01376-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2024] [Accepted: 04/15/2025] [Indexed: 05/07/2025]
Abstract
The association between vitamin D and sarcopenia in patients with chronic liver disease (CLD) has yet to be conclusively established, particularly in Western populations. We investigated the association between serum 25(OH)D levels and sarcopenia in adult CLD patients in the USA. We conducted a cross-sectional study using data from the National Health and Nutrition Examination Survey III. Weighted logistic regression was used to determine the association between sarcopenia and serum 25(OH)D in participants with CLD. CLD was defined as chronic hepatitis B or C, non-alcoholic fatty liver disease, alcohol-related liver disease, and other liver diseases. A serum 25(OH)D level of less than 75 nmol/L was defined as vitamin D insufficiency. This study included 1402 participants with CLD. The serum 25(OH)D concentration was significantly lower in the sarcopenia group (45.3 nmol/l) compared to the non-sarcopenia group (50.6 nmol/l). The prevalence of vitamin D insufficiency was as high as 91.3% in participants with CLD, and the proportion of vitamin D insufficiency was higher in those with sarcopenia. In the full multivariate model, each 10-nmol/L increase in 25(OH)D concentration was significantly associated with a decreased risk of sarcopenia (OR 0.89; 95%CI 0.79-0.99). Conversely, participants with insufficient vitamin D levels had a significantly increased risk of sarcopenia (OR, 2.07; 95% CI 1.08-4.00). Subgroup analyses suggested a sex difference in the association between vitamin D levels and sarcopenia, with a significant association only observed in females. Restricted cubic spline curves indicated a linear inverse association between serum 25(OH)D concentration and risk of sarcopenia in all participants and in females. Low serum 25(OH)D levels were significantly associated with an increased risk of sarcopenia in individuals with CLD, with the observed gender differences in this association warranting further validation in future studies.
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Affiliation(s)
- Xinxing Tantai
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, No.157 Xi Wu Road, Xi'an, 710004, Shaanxi Province, China
- Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Zhang Wen
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, No.157 Xi Wu Road, Xi'an, 710004, Shaanxi Province, China
- Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Shuyue Tuo
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, No.157 Xi Wu Road, Xi'an, 710004, Shaanxi Province, China
- Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Qiuju Ran
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, No.157 Xi Wu Road, Xi'an, 710004, Shaanxi Province, China
- Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Chan Li
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, No.157 Xi Wu Road, Xi'an, 710004, Shaanxi Province, China
- Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Yong Li
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, No.157 Xi Wu Road, Xi'an, 710004, Shaanxi Province, China
- Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Jia Yuan
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, No.157 Xi Wu Road, Xi'an, 710004, Shaanxi Province, China
- Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Jinhai Wang
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, No.157 Xi Wu Road, Xi'an, 710004, Shaanxi Province, China
- Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Lu Li
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, No.157 Xi Wu Road, Xi'an, 710004, Shaanxi Province, China.
- Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
| | - Shejiao Dai
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, No.157 Xi Wu Road, Xi'an, 710004, Shaanxi Province, China.
- Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, the Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
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Sala M, Pascual S, Rota Roca MR, Matilla AM, Campos M, Delgado M, Ferrer MT, Montero JL, González-Santiago JM, Guerrero A, Aracil C, Rodríguez-Lope C, Romero-Gutiérrez M, Sogbe M, Vázquez-Rodríguez S, Olmo JF, Mínguez B, Cortés-García L, Vallejo-Senra N, Unceta PR, Clos A, Díaz-Bethencourt D, Sánchez AG, Castro RQ, Bustamante J, Perelló C, Urquijo Ponce JJ, Serra HA, Llamoza-Torres CJ, Montoliu S, Fernández-Marcos C, Guiberteau A, Hernández-Guerra M, Vergara M, Fernández-López AM, Valer López-Fando MP, Gutiérrez-García ML, Hernáez-Alsina T, Coll S, Cuyás B, Morillas MJ, Olmedo SR, Fernández-Bermejo M, Roget M, Ramos IC, Pacheco del Río G, Rifà R, Gacho PC, Barrio ML, Gómez-Rubio M, Peñas I, Serra I, Cachero A, Reig M, Giraldez Á, Guerrero M, Segarra JX, Lledó JL, Díaz-González Á, Delgado C, Iñarrairaegui M, Rodríguez-González MM, Lázaro M, Bermúdez-Ramos M, Lué A, Molina E, Macías-Rodríguez MA, Rodríguez M, Chiminazzo V, Varela M. Evolving epidemiology of HCC in Spain. JHEP Rep 2025; 7:101336. [PMID: 40248605 PMCID: PMC12005282 DOI: 10.1016/j.jhepr.2025.101336] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Revised: 01/20/2025] [Accepted: 01/22/2025] [Indexed: 04/19/2025] Open
Abstract
Background & Aims The epidemiological landscape of hepatocellular carcinoma (HCC) in Europe is evolving. This study aims to provide an updated description of the current epidemiology of liver cancer in Spain. Methods This multicenter prospective study collected demographic and clinical data on primary liver cancer between October 2022 and January 2023. We conducted descriptive and comparative analyses with data collected in 2008 and 2014. Results Of the 767 cases of primary liver cancer collected from 52 centers, 91% were diagnosed as HCC. The majority of patients were male (83.3%), average age 68 years, 80.7% had cirrhosis. The primary causes were alcohol (29.9% alone, 55% combined with other etiologies), liver disease related to metabolic syndrome (LDrMS, 23%) and hepatitis C (17.3%). Treatments included ablation (15.7%), systemic therapy (14.7%), and chemoembolization (14.6%). Data from 29 centers (n = 1,351) across three registries revealed a significant increase in LDrMS (from 4.9% to 24%) and HCC in non-cirrhotic livers (from 4.2% to 7.9%). Meanwhile, hepatitis C decreased sharply (from 43% to 17.5%). Alcohol-related cases remained stable. There was a slight increase in male patients and hypertension, diabetes, and obesity. Patients with cirrhosis diagnosed outside of screening programs presented with larger tumors and more advanced disease. This led to fewer evaluations for curative treatments. Conclusions Alcohol accounts for 30% of HCC cases and is the main etiology. The registry shows a decrease in hepatitis C-related HCC, an increase in LDrMS and HCC in non-cirrhotic livers. Surveillance was implemented in ∼80% of the recommended population. There is a need for improved screening and prevention strategies, particularly for alcohol abuse and LDrMS, to enhance HCC management. Impact and implications Our study showcases the involvement of numerous reference centers across Spain and examines over 1,300 patients to track the changing epidemiology of hepatocellular carcinoma (HCC) over 14 years. In patients with known liver cirrhosis, more than 80% of HCC diagnoses were made through screening leading to early-stage identification and curative treatment opportunities. Notably, there has been a shift in HCC etiology within the registries from hepatitis C to liver disease related to metabolic syndrome, with an increase in cases without cirrhosis. Findings indicate a need for the prevention and early detection of HCC, particularly focusing on alcohol and liver disease related to metabolic syndrome, along with greater involvement of health authorities, to improve the participation of at-risk patients in screening programs.
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Affiliation(s)
- Margarita Sala
- Unidad Hepatología, Servicio Digestivo, Hospital Universitari Doctor Josep Trueta, IDIBGI (Institut d’Investigació Biomédica de Girona), Girona, Spain
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Madrid, Spain
| | - Sonia Pascual
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Madrid, Spain
- Unidad Hepática, Servicio Digestivo, Hospital General Universitario Doctor Balmis, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABAL), Alicante, Spain
| | - Maria Rosa Rota Roca
- Servicio Aparato Digestivo, Hospital de Bellvitge, Hospitalet de Llobregat, Barcelona, Spain
| | - Ana María Matilla
- Servicio Digestivo, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Marta Campos
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Madrid, Spain
- Grupo BCLC, Unidad de Oncología Hepática, Hospital Clínic de Barcelona, IDIBAPS, Barcelona, Spain
| | - Manuel Delgado
- Servicio de Aparato Digestivo, Hospital Universitario La Coruña, A Coruña, Spain
| | | | - José Luís Montero
- Unidad de Hepatología, Hospital Universitario Reina Sofía, Córdoba, Spain
| | - Jesús Manuel González-Santiago
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Madrid, Spain
- Servicio de Aparato Digestivo, Complejo Asistencial Universitario de Salamanca, Laboratorio de Hepatología Experimental y Vectorización de Fármacos (HEVEPHARM), IBSAL (Instituto de Investigación Biomédica de Salamanca), Salamanca, Spain
| | - Antonio Guerrero
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Madrid, Spain
- Servicio de Gastroenterología y Hepatología, Hospital Universitario Ramón y Cajal, Universidad de Alcalá, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Carles Aracil
- Servicio Aparato Digestivo (Hepatología), Hospital Universitari Arnau de Vilanova, IRBLleida, Lleida, Spain
| | - Carlos Rodríguez-Lope
- Servicio de Gastroenterología y Hepatología, Grupo de Investigación Clínica y Traslacional en Enfermedades Digestivas, Instituto de Investigación Valdecilla (IDIVAL), Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - Marta Romero-Gutiérrez
- Servicio de Aparato Digestivo (Sección Hepatología), Hospital Universitario de Toledo, Toledo, Spain
| | - Miguel Sogbe
- Liver Unit and HPB Oncology Area, Clínica Universidad de Navarra, Pamplona, Spain
| | - Sergio Vázquez-Rodríguez
- Department of Gastroenterology, Xerencia Xestion Integrada de Vigo, Research Group in Digestive Diseases, Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS-UVIGO, Vigo, Spain
| | - Javier Fuentes Olmo
- Servicio de Aparato Digestivo, Hospital Universitario Miguel Servet, Zaragoza, Spain
| | - Beatriz Mínguez
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Madrid, Spain
- Servicio de Hepatología, Hospital Universitario Vall d’Hebron, Vall d’Hebron Institute of Research (VHIR), Universitat Autónoma de Barcelona, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Luís Cortés-García
- Servicio de Aparato Digestivo, Hospital Clínico Universitario Lozano Blesa, Zaragoza, Instituto de Investigación Sanitaria de Aragón (ISS Aragón), Spain
| | - Nicolau Vallejo-Senra
- Servicio Aparato Digestivo, Hospital Clínico Universitario de Santiago de Compostela, Santiago de Compostela, Spain
| | | | - Ariadna Clos
- Servicio Aparato Digestivo, Sección Hepatología, Hospital Universitario Germans Trias i Pujol, Badalona, Spain
| | - Dácil Díaz-Bethencourt
- Servicio de Digestivo, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Santa Cruz de Tenerife, Spain
| | | | | | - Javier Bustamante
- Servicio de Gastroenterología y Hepatología, Osakidetza Basque Health Service, Ezkerraldea-Enkarterri-Cruces IHO, Cruces University Hospital, Barakaldo, Spain
| | - Christie Perelló
- Servicio de Aparato Digestivo, Hospital Universitario Puerta de Hierro, Madrid, Spain
| | | | | | - Camilo Julio Llamoza-Torres
- Sección de Hepatología, Servicio de Aparato Digestivo, Hospital Clínico Universitario Virgen de la Arrixaca, Laboratorio de Obesidad y Metabolismo, Instituto Murciano de Investigación Biosanitaria (IMIB), Murcia, Spain
| | - Silvia Montoliu
- Servicio de Aparato Digestivo, Hospital Universitari Joan XXIII, Institut d’Investigació Sanitaria Pere Virgili (IISPV), Tarragona, Spain
| | | | - Ana Guiberteau
- Servicio Aparato Digestivo, Unidad de Hepatología y Trasplante Hepático, Hospital Universitario de Badajoz, Badajoz, Spain
| | | | - Mercedes Vergara
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Madrid, Spain
- Unidad de Hepatología, Servicio de Digestivo, Parc Taulí Sabadell Hospital Universitari, Institut d’Investigació i Innovació Parc Taulí (I3PT-CERCA), Universitat Autónoma de Barcelona, Barcelona, Spain
| | | | | | | | | | - Susana Coll
- Servei Digestiu, Hospital del Mar, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - Berta Cuyás
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Madrid, Spain
- Servicio de Patología Digestiva, Hospital de la Santa Creu i Sant Pau, IIB-Sant Pau, Barcelona, Spain
| | | | | | | | - Mercè Roget
- Unidad de Hepatología, Servicio de Digestivo, Consorci Sanitari de Terrassa, Barcelona, Spain
| | - Irina Calvo Ramos
- Servicio de Aparato Digestivo, Hospital Universitario Doce de Octubre, Madrid, Spain
| | - Gemma Pacheco del Río
- Servicio de Medicina Digestiva, Hospital Universitario de La Ribera, Alzira, Valencia, Spain
| | - Raimon Rifà
- Servicio de Digestivo, Hospital Universitari Mútua de Terrassa, Terrassa, Barcelona, Spain
| | | | | | | | - Irene Peñas
- Servicio de Aparato Digestivo, Unidad de Hepatología, Hospital Universitario Río Hortega, Valladolid, Spain
| | - Isabel Serra
- Unidad Hepatología, Servicio Digestivo, Hospital Universitari Doctor Josep Trueta, IDIBGI (Institut d’Investigació Biomédica de Girona), Girona, Spain
| | - Alba Cachero
- Servicio Aparato Digestivo, Hospital de Bellvitge, Hospitalet de Llobregat, Barcelona, Spain
| | - María Reig
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Madrid, Spain
- Grupo BCLC, Unidad de Oncología Hepática, Hospital Clínic de Barcelona, IDIBAPS, Barcelona, Spain
| | - Álvaro Giraldez
- Servicio de Digestivo, Hospital Virgen del Rocío, Sevilla, Spain
| | - Marta Guerrero
- Unidad de Hepatología, Hospital Universitario Reina Sofía, Córdoba, Spain
| | - José Xavier Segarra
- Servicio de Aparato Digestivo, Complejo Asistencial Universitario de Salamanca, Laboratorio de Hepatología Experimental y Vectorización de Fármacos (HEVEPHARM), IBSAL (Instituto de Investigación Biomédica de Salamanca), Salamanca, Spain
| | - José Luis Lledó
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Madrid, Spain
- Servicio de Gastroenterología y Hepatología, Hospital Universitario Ramón y Cajal, Universidad de Alcalá, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Álvaro Díaz-González
- Servicio de Gastroenterología y Hepatología, Grupo de Investigación Clínica y Traslacional en Enfermedades Digestivas, Instituto de Investigación Valdecilla (IDIVAL), Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - Carolina Delgado
- Servicio de Aparato Digestivo (Sección Hepatología), Hospital Universitario de Toledo, Toledo, Spain
| | - Mercedes Iñarrairaegui
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas (CIBERehd), Madrid, Spain
- Liver Unit and HPB Oncology Area, Clínica Universidad de Navarra, Pamplona, Spain
| | - María Milagros Rodríguez-González
- Department of Gastroenterology, Xerencia Xestion Integrada de Vigo, Research Group in Digestive Diseases, Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS-UVIGO, Vigo, Spain
| | - María Lázaro
- Servicio de Aparato Digestivo, Hospital Universitario Miguel Servet, Zaragoza, Spain
| | - María Bermúdez-Ramos
- Servicio de Hepatología, Hospital Universitario Vall d’Hebron, Vall d’Hebron Institute of Research (VHIR), Universitat Autónoma de Barcelona, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Alberto Lué
- Servicio de Aparato Digestivo, Hospital Clínico Universitario Lozano Blesa, Zaragoza, Instituto de Investigación Sanitaria de Aragón (ISS Aragón), Spain
| | - Esther Molina
- Servicio Aparato Digestivo, Hospital Clínico Universitario de Santiago de Compostela, Santiago de Compostela, Spain
| | | | - Manuel Rodríguez
- Servicio de Aparato Digestivo, Sección de Hepatología, Hospital Universitario Central de Asturias, IUOPA (Instituto Universitario de Oncología de Principado de Asturias), ISPA (Instituto de Investigación Sanitaria del Principado de Asturias), FINBA (Fundación para la Investigación y la Innovación Biosanitaria del Principado de Asturias), Universidad de Oviedo, Oviedo, Spain
| | - Valentina Chiminazzo
- Plataforma de Bioestadística y Epidemiología, Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Oviedo, Spain
| | - María Varela
- Servicio de Aparato Digestivo, Sección de Hepatología, Hospital Universitario Central de Asturias, IUOPA (Instituto Universitario de Oncología de Principado de Asturias), ISPA (Instituto de Investigación Sanitaria del Principado de Asturias), FINBA (Fundación para la Investigación y la Innovación Biosanitaria del Principado de Asturias), Universidad de Oviedo, Oviedo, Spain
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Gawlik-Kotelnicka O, Rogalski J, Czarnecka-Chrebelska KH, Burzyński J, Jakubowska P, Skowrońska A, Strzelecki D. The Interplay Between Depression, Probiotics, Diet, Immunometabolic Health, the Gut, and the Liver-A Secondary Analysis of the Pro-Demet Randomized Clinical Trial. Nutrients 2024; 16:4024. [PMID: 39683419 PMCID: PMC11643736 DOI: 10.3390/nu16234024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2024] [Revised: 11/19/2024] [Accepted: 11/21/2024] [Indexed: 12/18/2024] Open
Abstract
(1) Background: Depression, metabolic alternations, and liver diseases are highly comorbid. Studies have shown that probiotics might be helpful in the treatment of the above-mentioned states. The aim of this secondary analysis was to search for possible predictors of probiotics' efficacy on liver-related outcome measures. (2) Methods: Data from 92 subjects from a randomized clinical trial on the effect of probiotics on depression were analyzed. The shift in liver steatosis and fibrosis indices was assessed in the context of baseline immunometabolic, psychometric, dietary, and intestinal permeability factors. Correlation analysis and linear regression models were used. (3) Results: A total of 30% of the variance of the improvement in the score of the aspartate transferase to platelet ratio index was explained by probiotic use, higher pre-intervention triglycerides, cholesterol, C-reactive protein levels, increased cereal intake, and a lower consumption of sweets. Then, the model of the change in alanine transferase indicated that probiotics were efficient when used by subjects with higher basal levels of intestinal permeability markers. (4) Conclusions: Probiotics being used along with a healthy diet may provide additional benefits, such as decreased cardiovascular risk, for patients with measures consistent with the immunometabolic form of depression. Probiotic augmentation may be useful for liver protection among subjects with a suspected "leaky gut" syndrome. ClinicalTrials.gov: NCT04756544.
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Affiliation(s)
- Oliwia Gawlik-Kotelnicka
- Department of Affective and Psychotic Disorders, Medical University of Lodz, 92-216 Lodz, Poland; (P.J.); (A.S.); (D.S.)
| | - Jakub Rogalski
- University Clinical Hospital No. 2, Medical University of Lodz, 90-549 Lodz, Poland;
| | | | - Jacek Burzyński
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, 92-215 Lodz, Poland;
| | - Paulina Jakubowska
- Department of Affective and Psychotic Disorders, Medical University of Lodz, 92-216 Lodz, Poland; (P.J.); (A.S.); (D.S.)
| | - Anna Skowrońska
- Department of Affective and Psychotic Disorders, Medical University of Lodz, 92-216 Lodz, Poland; (P.J.); (A.S.); (D.S.)
| | - Dominik Strzelecki
- Department of Affective and Psychotic Disorders, Medical University of Lodz, 92-216 Lodz, Poland; (P.J.); (A.S.); (D.S.)
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Schreiner AD, Zhang J, Moran WP, Koch DG, Marsden J, Bays C, Mauldin PD, Gebregziabher M. Objective Measures of Cardiometabolic Risk and Advanced Fibrosis Risk Progression in Primary Care Patients With Metabolic Dysfunction-Associated Steatotic Liver Disease. Endocr Pract 2024; 30:1015-1022. [PMID: 39127111 PMCID: PMC11532012 DOI: 10.1016/j.eprac.2024.08.002] [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: 05/03/2024] [Revised: 07/20/2024] [Accepted: 08/02/2024] [Indexed: 08/12/2024]
Abstract
BACKGROUND We examined the association of objective measures of cardiometabolic risk with progression to a high-risk for advanced fibrosis in patients with metabolic dysfunction-associated steatotic liver disease (MASLD) at initially low- and indeterminate-risk for advanced fibrosis. METHODS We performed a retrospective cohort study of primary care patients with MASLD between 2012 and 2021. We evaluated patients with MASLD and low- or indeterminate-risk Fibrosis-4 Index (FIB-4) scores and followed them until the outcome of a high-risk FIB-4 (≥2.67), or the end of the study period. Exposures of interest were body mass index, systolic blood pressure, hemoglobin A1c, cholesterol, estimated glomerular filtration rate, and smoking status. Variables were categorized by the threshold for primary care therapy intensification. Unadjusted and adjusted Cox regression models were developed for the outcome of time to a high-risk FIB-4 value. RESULTS The cohort included 1347 patients with a mean follow-up of 3.6 years (SD 2.7). Of the cohort, 258 (19%) had a subsequent FIB-4 > 2.67. In the fully adjusted Cox regression models, mean systolic blood pressure ≥ 150 mm Hg (1.57; 95% confidence interval (CI) 1.02-2.41) and glomerular filtration rate ≤ 59 ml/min (hazard ratio 2.78; 95%CI 2.17-3.58) were associated with an increased hazard of a high-risk FIB-4, while receiving a statin prescription (hazard ratio 0.51; 95%CI 0.39-0.66) was associated with a lower risk. CONCLUSIONS Nearly 1 in 5 primary care patients with MASLD transitioned to a high-risk FIB-4 score during 3.6 years of follow-up, and uncontrolled blood pressure and reduced kidney function were associated with an increased hazard of a FIB-4 at high-risk for advanced fibrosis.
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Affiliation(s)
- Andrew D Schreiner
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina.
| | - Jingwen Zhang
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - William P Moran
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - David G Koch
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Justin Marsden
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Chloe Bays
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Patrick D Mauldin
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Mulugeta Gebregziabher
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina
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Houston K, Harris S, Teklezghi A, Silvey S, Snyder AD, Arias AJ, Bajaj JS. Referral to hepatology is lower in patients with excessive alcohol use who have mental health disorders despite a high fibrosis-4 index. ALCOHOL, CLINICAL & EXPERIMENTAL RESEARCH 2024; 48:1898-1904. [PMID: 39305286 DOI: 10.1111/acer.15422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Revised: 07/19/2024] [Accepted: 07/29/2024] [Indexed: 10/10/2024]
Abstract
BACKGROUND Alcohol use disorder (AUD) is a multifaceted disease, and integration of AUD treatment between mental health and hepatology is necessary to improve outcomes. We aimed to ascertain whether patients with excessive alcohol use (EAU) and high FIB-4, which is a non-invasive method to identify advanced liver disease, are appropriately referred to hepatology and detect which clinical barriers, if any, might pertain. METHODS Records of patients with excessive alcohol use between 2013 and 2023 were extracted from a large public system. Demographics, alcohol-related hospitalizations, mental health conditions, Charlson comorbidity index (CCI) and referral patterns were evaluated. Comparisons were made between those referred to hepatology versus not. RESULTS 1131 subjects showed evidence of EAU but on further review, 189 were in alcohol-remission. The remaining 942 (636 men, age 55.7 ± 14.5 years, 548 white, 363 black, 19 Hispanic) subjects with CCI 2.61 ± 2.23 were further analyzed for FIB-4 score and referral patterns. 316 patients had active EAU and a high FIB-4, of whom only 116 (37%) were referred to hepatology. Patients with alcohol-related mental health concerns and admitted for trauma were less likely to be referred. Logistic regression showed referral was higher with alcohol-related liver hospitalizations (OR: 9.25, 95% CI: 4.90-17.47, p < 0.001), higher CCI (OR: 6.23, 95% CI: 3.00-12.94, p < 0.0001) and lower with mental health admissions (OR: 0.36, 95% CI: 0.15-0.48, p < 0.001) or mental health diagnoses (OR: 0.36, 95% CI: 0.15-0.82, p = 0.02) and increasing age (OR: 0.95, 95% CI: 0.92-0.97, p < 0.001). CONCLUSIONS In a large public health system, almost 63% of patients with EAU and FIB-4 >2.67 are not referred to hepatology for evaluation. Patients not referred were more likely to have alcohol-related mental-health hospitalizations and mental health diagnoses, while those with liver-related hospitalizations and comorbidities were more likely to be referred. Greater education of mental health providers and for teams taking care of inpatients admitted with alcohol-related mental health concerns would better integrate care and improve outcomes for patients with higher risk for advanced liver disease.
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Affiliation(s)
- Kevin Houston
- School of Medicine, Richmond VA Medical Center, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Spencer Harris
- Department of Internal Medicine, Richmond VA Medical Center, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Adonay Teklezghi
- Division of Gastroenterology, Hepatology and Nutrition, Richmond VA Medical Center, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Scott Silvey
- Department of Population Health, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Andrew D Snyder
- Division of Psychiatry, Richmond VA Medical Center, Richmond, Virginia, USA
| | - Albert J Arias
- Department of Psychiatry, VCU Medical Center, Virginia Commonwealth University School of Medicine, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Jasmohan S Bajaj
- Department of Internal Medicine, Richmond VA Medical Center, Virginia Commonwealth University, Richmond, Virginia, USA
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Schreiner AD, Zhang J, Moran WP, Koch DG, Marsden J, Livingston S, Bays C, Mauldin PD, Gebregziabher M. FIB-4 as a Time-varying Covariate and Its Association With Severe Liver Disease in Primary Care: A Time-dependent Cox Regression Analysis. J Clin Gastroenterol 2024; 58:917-922. [PMID: 37983873 PMCID: PMC11096263 DOI: 10.1097/mcg.0000000000001935] [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: 04/04/2023] [Accepted: 10/02/2023] [Indexed: 11/22/2023]
Abstract
BACKGROUND AND GOALS The Fibrosis-4 Index (FIB-4) has demonstrated a strong association with severe liver disease (SLD) outcomes in primary care, but previous studies have only evaluated this relationship using 1 or 2 FIB-4 scores. In this study, we determined the association of FIB-4 as a time-varying covariate with SLD risk using time-dependent Cox regression models. STUDY This retrospective cohort study included primary care patients with at least 2 FIB-4 scores between 2012 and 2021. The outcome was the occurrence of an SLD event, a composite of cirrhosis, complications of cirrhosis, hepatocellular carcinoma, and liver transplantation. The primary predictor was FIB-4 advanced fibrosis risk, categorized as low-(<1.3), indeterminate-(1.3≤FIB to 4<2.67), and high-risk (≥2.67). FIB-4 scores were calculated and the index, last, and maximum FIB-4s were identified. Time-dependent Cox regression models were used to estimate hazard ratios (HR) and their corresponding 95% CI with adjustment for potentially confounding covariates. RESULTS In the cohort, 20,828 patients had a median of 5 (IQR: 3 to 11) FIB-4 scores each and 3% (n=667) suffered an SLD outcome during follow-up. Maximum FIB-4 scores were indeterminate-risk for 34% (7149) and high-risk for 24% (4971) of the sample, and 32% (6692) of patients had an increase in fibrosis risk category compared with their index value. The adjusted Cox regression model demonstrated an association between indeterminate- (hazard ratio 3.21; 95% CI 2.33-4.42) and high-risk (hazard ratio 20.36; 95% CI 15.03-27.57) FIB-4 scores with SLD outcomes. CONCLUSIONS Multiple FIB-4 values per patient are accessible in primary care, FIB-4 fibrosis risk assessments change over time, and high-risk FIB-4 scores (≥2.67) are strongly associated with severe liver disease outcomes when accounting for FIB-4 as a time-varying variable.
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Affiliation(s)
- Andrew D Schreiner
- Department of Medicine, Medical University of South Carolina, Charleston, SC
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - Jingwen Zhang
- Department of Medicine, Medical University of South Carolina, Charleston, SC
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - William P Moran
- Department of Medicine, Medical University of South Carolina, Charleston, SC
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - David G Koch
- Department of Medicine, Medical University of South Carolina, Charleston, SC
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - Justin Marsden
- Department of Medicine, Medical University of South Carolina, Charleston, SC
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - Sherry Livingston
- Department of Medicine, Medical University of South Carolina, Charleston, SC
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - Chloe Bays
- Department of Medicine, Medical University of South Carolina, Charleston, SC
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - Patrick D Mauldin
- Department of Medicine, Medical University of South Carolina, Charleston, SC
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - Mulugeta Gebregziabher
- Department of Medicine, Medical University of South Carolina, Charleston, SC
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
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Schreiner AD, Zhang J, Petz CA, Moran WP, Koch DG, Marsden J, Bays C, Mauldin PD, Gebregziabher M. Statin prescriptions and progression of advanced fibrosis risk in primary care patients with MASLD. BMJ Open Gastroenterol 2024; 11:e001404. [PMID: 39019623 PMCID: PMC11256061 DOI: 10.1136/bmjgast-2024-001404] [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: 03/07/2024] [Accepted: 06/30/2024] [Indexed: 07/19/2024] Open
Abstract
OBJECTIVE We aimed to determine the association of statins with progression to a high risk for advanced fibrosis in primary care patients with metabolic dysfunction-associated steatotic liver disease (MASLD). DESIGN This retrospective cohort study of electronic health record data included patients with MASLD and an initial low or indeterminate risk for advanced fibrosis, determined by Fibrosis-4 Index (FIB-4) score (<2.67). Patients were followed from the index FIB-4 until the primary outcome of a high-risk FIB-4 (≥2.67) or the end of the study period. Prescription for a statin during follow-up was the primary exposure. We developed Cox regression models for the time to a high-risk FIB-4 score with statin therapy as the primary covariate and adjusting for baseline fibrosis risk, demographic and comorbidity variables. RESULTS The cohort of 1238 patients with MASLD was followed for a mean of 3.3 years, with 47% of patients receiving a prescription for a statin, and 18% of patients progressing to a high-risk FIB-4. In the adjusted Cox model with statin prescription as the primary exposure, statins were associated with a lower risk (HR 0.60; 95% CI 0.45 to 0.80) of progressing to a FIB-4≥2.67. In the adjusted Cox models with statin prescription intensity as the exposure, moderate (HR 0.60; 95% CI 0.42 to 0.84) and high intensity (HR 0.61; 95% CI 0.42 to 0.88) statins were associated with a lower risk of progressing to a high-risk FIB-4. CONCLUSION Statin prescriptions, and specifically moderate and high intensity statin prescriptions, demonstrate a protective association with fibrosis risk progression in primary care patients with MASLD.
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Affiliation(s)
- Andrew D Schreiner
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Jingwen Zhang
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Chelsey A Petz
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | - William P Moran
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | - David G Koch
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Justin Marsden
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Chloe Bays
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Patrick D Mauldin
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Mulugeta Gebregziabher
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
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Ouzan D, Penaranda G, Jlaiel M, Joly H, Corneille J. Using the FIB-4, automatically calculated, followed by the ELF test in second line to screen primary care patients for liver disease. Sci Rep 2024; 14:12198. [PMID: 38806580 PMCID: PMC11133421 DOI: 10.1038/s41598-024-62549-3] [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: 12/11/2023] [Accepted: 05/17/2024] [Indexed: 05/30/2024] Open
Abstract
The objective of our work was to evaluate the screening of hepatic fibrosis in primary care using the FIB-4 score, automatically calculated. When the FIB-4 was ≥ 1.3, it was defined as positive, and ELF Test was performed. FIB-4 positivity was confirmed when ELF Test was ≥ 9.8 indicating an advanced fibrosis. Among the 3427 patients included, 869 (25%) had a positive FIB-4 score, 784 (22.5%) at intermediate (FIB-4: 1.3-2.67), and 85 (2.5%) at high risk of fibrosis (FIB-4 > 2.67). 509 (59%) of the FIB-4 positive were confirmed by the ELF Test. The percentage of confirmation was significantly higher in patients over 65 years (83 vs. 57%), with FIB-4 > 2.67 (80 vs. 56%), BMI > 25 (47 vs. 37%), and diabetes (24 vs. 14%), p = 0.001). In patients without known liver disease (92%), the practitioner identified a cause of disease in 27% of cases: mainly NAFLD and alcohol. Liver fibrosis was suspected on FIB-4 in 25% of patients in primary care. The ELF Test, performed as a second-line, improves the screening of liver fibrosis, particularly for FIB-4 intermediate results. A positive FIB-4 test allows physicians to recognize a liver disease, providing an opportunity for timely intervention.Clinical trial registration: Comité de protection des personnes du sud-ouest et outre-mer SI18.00832.201865-MS04-IDRCB 2018-A01571-54.
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Affiliation(s)
- Denis Ouzan
- Département d'Hépato-Gastroentérologie, Institut Arnault Tzanck, 06700, Saint-Laurent-du-Var, France.
- Réseau ville hôpital hépatite C Cote d'Azur (RHeCCA), Nice, France.
| | - G Penaranda
- Laboratoire Alphabio-Biogroup, Marseille, France
- Hôpital Européen, Marseille, France
| | - M Jlaiel
- Laboratoire Bioesterel-Biogroup, Mandelieu-la-Napoule, France
| | - H Joly
- Département d'Hépato-Gastroentérologie, Institut Arnault Tzanck, 06700, Saint-Laurent-du-Var, France
| | - J Corneille
- Laboratoire Bioesterel-Biogroup, Mougins, France
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9
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Galiero R, Loffredo G, Simeon V, Caturano A, Vetrano E, Medicamento G, Alfano M, Beccia D, Brin C, Colantuoni S, Di Salvo J, Epifani R, Nevola R, Marfella R, Sardu C, Coppola C, Scarano F, Maggi P, Calabrese C, De Lucia Sposito P, Rescigno C, Sbreglia C, Fraganza F, Parrella R, Romano A, Calabria G, Polverino B, Pagano A, Numis F, Bologna C, Nunziata M, Esposito V, Coppola N, Maturo N, Nasti R, Di Micco P, Perrella A, Adinolfi LE, Chiodini P, Di Domenico M, Rinaldi L, Sasso FC, on behalf of COVOCA Study Group. Impact of liver fibrosis on COVID-19 in-hospital mortality in Southern Italy. PLoS One 2024; 19:e0296495. [PMID: 38713731 PMCID: PMC11075870 DOI: 10.1371/journal.pone.0296495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 12/14/2023] [Indexed: 05/09/2024] Open
Abstract
BACKGROUND & AIMS SARS-Cov-2 infection manifests as a wide spectrum of clinical presentation and even now, despite the global spread of the vaccine, contagiousness is still elevated. The aim of the study was the evaluation of the impact of liver fibrosis assessed by FIB-4 and liver impairment, assessed by cytolysis indices, on intrahospital mortality in COVID-19 subjects. METHODS This is a retrospective observational cohort study, which involved 23 COVID Hospital Units in Campania Region, Italy. Exposure variables were collected during hospital admission and at discharge. According to FIB-4 values, we subdivided the overall population in three groups (FIB-4<1.45; 1.453.25), respectively group 1,2,3. RESULTS At the end of the study, 938 individuals had complete discharged/dead data. At admission, 428 patients were in group 1 (45.6%), 387 in group 2 (41.3%) and 123 in group 3 (13.1%). Among them, 758 (81%) subjects were discharged, while the remaining 180 (19%) individuals died. Multivariable Cox's regression model showed a significant association between mortality risk and severity of FIB-4 stages (group 3 vs group 1, HR 2.12, 95%CI 1.38-3.28, p<0.001). Moreover, Kaplan-Meier analysis described a progressive and statistically significant difference (p<0.001 Log-rank test) in mortality according to FIB-4 groups. Among discharged subjects, 507 showed a FIB-4<1.45 (66.9%, group 1), 182 a value 1.453.25 (9.0%, group 3). Among dead subjects, 42 showed a FIB-4<1.45 (23.3%, group 1), 62 a value 1.453.25 (42.3%, group 3). CONCLUSIONS FIB-4 value is significantly associated with intrahospital mortality of COVID-19 patients. During hospitalization, particularly in patients with worse outcomes, COVID-19 seems to increase the risk of acute progression of liver damage.
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Affiliation(s)
- Raffaele Galiero
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Giuseppe Loffredo
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Vittorio Simeon
- Medical Statistics Unit, Department of Physical and Mental Health and Preventive Medicine, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Alfredo Caturano
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Erica Vetrano
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Giulia Medicamento
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Maria Alfano
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Domenico Beccia
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Chiara Brin
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Sara Colantuoni
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Jessica Di Salvo
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Raffaella Epifani
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Riccardo Nevola
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
- Ospedale Evangelico Betania, Naples, Italy
| | - Raffaele Marfella
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Celestino Sardu
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Carmine Coppola
- Hepatology Unit, Internal Medicine, Area Stabiese Hospital, Naples, Italy
| | - Ferdinando Scarano
- COVID Center "S. Anna e SS. Madonna della Neve" Hospital, Boscotrecase, Italy
| | - Paolo Maggi
- U.O.C. Infectious and Tropical diseases, S. Anna e S. Sebastiano Hospital, Caserta, Italy
| | - Cecilia Calabrese
- Pneumologia Vanvitelli Department of Translational Medical Sciences, University of Campania ’Luigi Vanvitelli’, Naples, Italy
| | | | - Carolina Rescigno
- U.O.C. Infectious Diseases and Neurology, Cotugno Hospital, Naples, Italy
| | - Costanza Sbreglia
- U.O.C. Infectious Diseases of the Elderly, Cotugno Hospital, Naples, Italy
| | | | - Roberto Parrella
- U.O.C. Respiratory Infectious Diseases, Cotugno Hospital, Naples, Italy
| | | | - Giosuele Calabria
- IXth Division of Infectious Diseases and Interventional Ultrasound, Cotugno Hospital, Naples, Italy
| | | | - Antonio Pagano
- Emergency and Acceptance Unit, "Santa Maria delle Grazie" Hospital, Pozzuoli, Italy
| | - Fabio Numis
- Emergency and Acceptance Unit, "Santa Maria delle Grazie" Hospital, Pozzuoli, Italy
| | | | | | - Vincenzo Esposito
- IVth Division of Immunodeficiency and Gender Infectious Diseases, Cotugno Hospital, Naples, Italy
| | - Nicola Coppola
- Department of Mental Health and Public Medicine, Centro COVID A.O.U. Vanvitelli, Naples, Italy
| | - Nicola Maturo
- U.O.S.D. Infectious Diseases Emergency and Acceptance, Cotugno Hospital, Naples, Italy
| | - Rodolfo Nasti
- Emergency Division, A.O.R.N. "Antonio Cardarelli", Naples, Italy
| | - Pierpaolo Di Micco
- Department of Internal Medicine, Fatebenefratelli Hospital of Naples, Naples, Italy
| | | | - Luigi Elio Adinolfi
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Paolo Chiodini
- Medical Statistics Unit, Department of Physical and Mental Health and Preventive Medicine, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Marina Di Domenico
- Department of Precision Medicine, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Luca Rinaldi
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - Ferdinando Carlo Sasso
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, Naples, Italy
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Hassoun S, Bruckmann C, Ciardullo S, Perseghin G, Marra F, Curto A, Arena U, Broccolo F, Di Gaudio F. NAIF: A novel artificial intelligence-based tool for accurate diagnosis of stage F3/F4 liver fibrosis in the general adult population, validated with three external datasets. Int J Med Inform 2024; 185:105373. [PMID: 38395017 DOI: 10.1016/j.ijmedinf.2024.105373] [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: 10/05/2023] [Revised: 02/05/2024] [Accepted: 02/07/2024] [Indexed: 02/25/2024]
Abstract
OBJECTIVE The purpose of this study was to determine the effectiveness of a new AI-based tool called NAIF (NAFLD-AI-Fibrosis) in identifying individuals from the general population with advanced liver fibrosis (stage F3/F4). We compared NAIF's performance to two existing risk score calculators, aspartate aminotransferase-to-platelet ratio index (APRI) and fibrosis-4 (Fib4). METHODS To set up the algorithm for diagnosing severe liver fibrosis (defined as Fibroscan® values E ≥ 9.7 KPa), we used 19 blood biochemistry parameters and two demographic parameters in a group of 5,962 individuals from the NHANES population (2017-2020 pre-pandemic, public database). We then assessed the algorithm's performance by comparing its accuracy, precision, sensitivity, specificity, and F1 score values to those of APRI and Fib4 scoring systems. RESULTS In a kept-out sub dataset of the NHANES population, NAIF achieved a predictive precision of 72 %, a sensitivity of 61 %, and a specificity of 77 % in correctly identifying adults (aged 18-79 years) with severe liver fibrosis. Additionally, NAIF performed well when tested with two external datasets of Italian patients with a Fibroscan® score E ≥ 9.7 kPa, and with an external dataset of patients with diagnosis of severe liver fibrosis through biopsy. CONCLUSIONS The results of our study suggest that NAIF, using routinely available parameters, outperforms in sensitivity existing scoring methods (Fib4 and APRI) in diagnosing severe liver fibrosis, even when tested with external validation datasets. NAIF uses routinely available parameters, making it a promising tool for identifying individuals with advanced liver fibrosis from the general population. Word count abstract: 236.
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Affiliation(s)
- Samir Hassoun
- Unità Operativa Centro Controllo Qualità e Rischio Chimico (CQRC), Azienda Ospedaliera Villa Sofia Cervello, viale Strasburgo 233, 90146 Palermo, Italy.
| | - Chiara Bruckmann
- Unità Operativa Centro Controllo Qualità e Rischio Chimico (CQRC), Azienda Ospedaliera Villa Sofia Cervello, viale Strasburgo 233, 90146 Palermo, Italy.
| | - Stefano Ciardullo
- Department of Medicine and Surgery, University of Milano-Bicocca, via Modigliani 10, 20900 Monza, Italy; Department of Medicine and Rehabilitation, Policlinico di Monza, Monza, via Modigliani 10, 20900 Monza, Italy
| | - Gianluca Perseghin
- Department of Medicine and Surgery, University of Milano-Bicocca, via Modigliani 10, 20900 Monza, Italy; Department of Medicine and Rehabilitation, Policlinico di Monza, Monza, via Modigliani 10, 20900 Monza, Italy
| | - Fabio Marra
- Dipartimento di Medicina Sperimentale e Clinica, University of Florence, Largo Giovanni Alessandro Brambilla, 3, 50134 Firenze Italy
| | - Armando Curto
- Dipartimento di Medicina Sperimentale e Clinica, University of Florence, Largo Giovanni Alessandro Brambilla, 3, 50134 Firenze Italy
| | - Umberto Arena
- Dipartimento di Medicina Sperimentale e Clinica, University of Florence, Largo Giovanni Alessandro Brambilla, 3, 50134 Firenze Italy
| | - Francesco Broccolo
- Department of Experimental Medicine, University of Salento, 73100 Lecce, Italy.
| | - Francesca Di Gaudio
- Unità Operativa Centro Controllo Qualità e Rischio Chimico (CQRC), Azienda Ospedaliera Villa Sofia Cervello, viale Strasburgo 233, 90146 Palermo, Italy; PROMISE-Promotion of Health, Maternal-Childhood, Internal and Specialized Medicine of Excellence G. D'Alessandro, Piazza delle Cliniche, 2, 90127 Palermo, Italy
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Taru MG, Lupsor-Platon M. Exploring Opportunities to Enhance the Screening and Surveillance of Hepatocellular Carcinoma in Non-Alcoholic Fatty Liver Disease (NAFLD) through Risk Stratification Algorithms Incorporating Ultrasound Elastography. Cancers (Basel) 2023; 15:4097. [PMID: 37627125 PMCID: PMC10452922 DOI: 10.3390/cancers15164097] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 08/08/2023] [Accepted: 08/11/2023] [Indexed: 08/27/2023] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD), with its progressive form, non-alcoholic steatohepatitis (NASH), has emerged as a significant public health concern, affecting over 30% of the global population. Hepatocellular carcinoma (HCC), a complication associated with both cirrhotic and non-cirrhotic NAFLD, has shown a significant increase in incidence. A substantial proportion of NAFLD-related HCC occurs in non-cirrhotic livers, highlighting the need for improved risk stratification and surveillance strategies. This comprehensive review explores the potential role of liver ultrasound elastography as a risk assessment tool for HCC development in NAFLD and highlights the importance of effective screening tools for early, cost-effective detection and improved management of NAFLD-related HCC. The integration of non-invasive tools and algorithms into risk stratification strategies could have the capacity to enhance NAFLD-related HCC screening and surveillance effectiveness. Alongside exploring the potential advancement of non-invasive tools and algorithms for effectively stratifying HCC risk in NAFLD, we offer essential perspectives that could enable readers to improve the personalized assessment of NAFLD-related HCC risk through a more methodical screening approach.
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Affiliation(s)
- Madalina-Gabriela Taru
- Hepatology Department, Regional Institute of Gastroenterology and Hepatology “Octavian Fodor”, 400162 Cluj-Napoca, Romania;
- “Iuliu Hatieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania
| | - Monica Lupsor-Platon
- “Iuliu Hatieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania
- Medical Imaging Department, Regional Institute of Gastroenterology and Hepatology “Octavian Fodor”, 400162 Cluj-Napoca, Romania
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Schreiner AD, Zhang J, Moran WP, Koch DG, Livingston S, Bays C, Marsden J, Mauldin PD, Gebregziabher M. Real-World Primary Care Data Comparing ALT and FIB-4 in Predicting Future Severe Liver Disease Outcomes. J Gen Intern Med 2023; 38:2453-2460. [PMID: 36814048 PMCID: PMC10465412 DOI: 10.1007/s11606-023-08093-8] [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: 09/26/2022] [Accepted: 02/08/2023] [Indexed: 02/24/2023]
Abstract
BACKGROUND Alanine aminotransferase (ALT) has long provided a cue for chronic liver disease (CLD) diagnostic evaluation, but the Fibrosis-4 Index (FIB-4), a serologic score used for predicting advanced fibrosis risk in CLD, may provide an alternative signal. OBJECTIVE Compare the predictive performance of FIB-4 with ALT for severe liver disease (SLD) events while adjusting for potential confounders. DESIGN Retrospective cohort study of primary care electronic health record data from 2012 to 2021. PATIENTS Adult primary care patients with at least two sets of ALT and other lab values necessary for calculating two unique FIB-4 scores, excluding those patients with an SLD prior to their index FIB-4 value. MAIN MEASURES The occurrence of an SLD event, a composite of cirrhosis, hepatocellular carcinoma, and liver transplantation, was the outcome of interest. Categories of ALT elevation and FIB-4 advanced fibrosis risk were the primary predictor variables. Multivariable logistic regression models were developed to evaluate the association of FIB-4 and ALT with SLD, and the areas under the curve (AUC) for each model were compared. KEY RESULTS The cohort of 20,828 patients included 14% with an abnormal index ALT (≥40 IU/L) and 8% with a high-risk index FIB-4 (≥2.67). During the study period, 667 (3%) patients suffered an SLD event. Adjusted multivariable logistic regression models demonstrated an association between high-risk FIB-4 (OR 19.34; 95%CI 15.50-24.13), persistently high-risk FIB-4 (OR 23.85; 95%CI 18.24-31.17), abnormal ALT (OR 7.07; 95%CI 5.81-8.59), and persistently abnormal ALT (OR 7.58; 95%CI 5.97-9.62) with SLD outcomes. The AUC of the index FIB-4 (0.847, p < 0.001) and combined FIB-4 (0.849, p < 0.001) adjusted models exceeded the index ALT adjusted model (0.815). CONCLUSIONS High-risk FIB-4 scores demonstrated superior performance compared to abnormal ALT in predicting future SLD outcomes.
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Affiliation(s)
| | - Jingwen Zhang
- Medical University of South Carolina, Charleston, SC, USA
| | | | - David G Koch
- Medical University of South Carolina, Charleston, SC, USA
| | | | - Chloe Bays
- Medical University of South Carolina, Charleston, SC, USA
| | - Justin Marsden
- Medical University of South Carolina, Charleston, SC, USA
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Ma N, Yip R, Lewis S, Dinani A, Wyatt C, Crane M, Jirapatnakul A, Li L, Aloman C, Bansal MB, Dieterich D, Wyatt B, Yankelevitz D, Henschke C, Branch AD. Environmental exposures are important risk factors for advanced liver fibrosis in African American adults. JHEP Rep 2023; 5:100696. [PMID: 36937989 PMCID: PMC10017423 DOI: 10.1016/j.jhepr.2023.100696] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 01/10/2023] [Accepted: 01/21/2023] [Indexed: 03/21/2023] Open
Abstract
Background & Aims The prevalence and aetiology of liver fibrosis vary over time and impact racial/ethnic groups unevenly. This study measured time trends and identified factors associated with advanced liver fibrosis in the United States. Methods Standardised methods were used to analyse data on 47,422 participants (≥20 years old) in the National Health and Nutrition Examination Survey (1999-2018). Advanced liver fibrosis was defined as Fibrosis-4 ≥2.67 and/or Forns index ≥6.9 and elevated alanine aminotransferase. Results The estimated number of people with advanced liver fibrosis increased from 1.3 million (95% CI 0.8-1.9) to 3.5 million (95% CI 2.8-4.2), a nearly threefold increase. Prevalence was higher in non-Hispanic Black and Mexican American persons than in non-Hispanic White persons. In multivariable logistic regression analysis, cadmium was an independent risk factor in all racial/ethnic groups. Smoking and current excessive alcohol use were risk factors in most. Importantly, compared with non-Hispanic White persons, non-Hispanic Black persons had a distinctive set of risk factors that included poverty (odds ratio [OR] 2.09; 95% CI 1.44-3.03) and susceptibility to lead exposure (OR 3.25; 95% CI 1.95-5.43) but did not include diabetes (OR 0.88; 95% CI 0.61-1.27; p =0.52). Non-Hispanic Black persons were more likely to have high exposure to lead, cadmium, polychlorinated biphenyls, and poverty than non-Hispanic White persons. Conclusions The number of people with advanced liver fibrosis has increased, creating a need to expand the liver care workforce. The risk factors for advanced fibrosis vary by race/ethnicity. These differences provide useful information for designing screening programmes. Poverty and toxic exposures were associated with the high prevalence of advanced liver fibrosis in non-Hispanic Black persons and need to be addressed. Impact and Implications Because liver disease often produces few warning signs, simple and inexpensive screening tests that can be performed by non-specialists are needed to allow timely diagnosis and linkage to care. This study shows that non-Hispanic Black persons have a distinctive set of risk factors that need to be taken into account when designing liver disease screening programs. Exposure to exogenous toxins may be especially important risk factors for advanced liver fibrosis in non-Hispanic Black persons.
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Key Words
- ALD, alcohol-associated liver disease
- ALT, alanine aminotransferase
- APC, annual percent change
- Aetiology
- BMI, body mass index
- CI, confidence interval
- Environmental toxins
- FIB-4, Fibrosis-4
- HBV, hepatitis B virus
- HCV, hepatitis C virus
- HR, hazard ratio
- KI, kidney insufficiency
- LF, liver fibrosis
- MA, Mexican American
- NAFLD, non-alcoholic fatty liver disease
- NEI, no exposure identified
- NHANES, National Health and Nutrition Evaluation Survey
- NHB, non-Hispanic Black
- NHW, non-Hispanic White
- Non-invasive scores
- O, other race
- PCB, polychlorinated biphenyl
- Q1–Q4, quartiles 1–4
- Racial disparities
- Screening
- ULN, upper limit of normal
- USFLI, US Fatty Liver Index
- VH, viral hepatitis
- WC, waist circumference
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Affiliation(s)
- Ning Ma
- Division of Liver Diseases, Icahn School of Medicine Mount Sinai, New York, NY, USA
| | - Rowena Yip
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sara Lewis
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Amreen Dinani
- Division of Liver Diseases, Icahn School of Medicine Mount Sinai, New York, NY, USA
| | - Christina Wyatt
- Department of Medicine, Division of Nephrology, Duke University School of Medicine, Durham, NC, USA
| | - Michael Crane
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Artit Jirapatnakul
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Li Li
- Division of Liver Diseases, Icahn School of Medicine Mount Sinai, New York, NY, USA
| | - Costica Aloman
- Department of Medicine, Rush University Medical Center, Chicago, IL, USA
| | - Meena B. Bansal
- Division of Liver Diseases, Icahn School of Medicine Mount Sinai, New York, NY, USA
| | - Douglas Dieterich
- Division of Liver Diseases, Icahn School of Medicine Mount Sinai, New York, NY, USA
| | - Brooke Wyatt
- Division of Liver Diseases, Icahn School of Medicine Mount Sinai, New York, NY, USA
| | - David Yankelevitz
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Claudia Henschke
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Andrea D. Branch
- Division of Liver Diseases, Icahn School of Medicine Mount Sinai, New York, NY, USA
- Corresponding author. Address: Division of Liver Diseases, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1123, New York, NY 10029, USA. Tel.: +1-212-659-8371; Fax: +1-212-849-2574.
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Taru MG, Neamti L, Taru V, Procopciuc LM, Procopet B, Lupsor-Platon M. How to Identify Advanced Fibrosis in Adult Patients with Non-Alcoholic Fatty Liver Disease (NAFLD) and Non-Alcoholic Steatohepatitis (NASH) Using Ultrasound Elastography-A Review of the Literature and Proposed Multistep Approach. Diagnostics (Basel) 2023; 13:788. [PMID: 36832276 PMCID: PMC9955630 DOI: 10.3390/diagnostics13040788] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2022] [Revised: 02/15/2023] [Accepted: 02/16/2023] [Indexed: 02/22/2023] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD), and its progressive form, non-alcoholic steatohepatitis (NASH), represent, nowadays, real challenges for the healthcare system. Liver fibrosis is the most important prognostic factor for NAFLD, and advanced fibrosis is associated with higher liver-related mortality rates. Therefore, the key issues in NAFLD are the differentiation of NASH from simple steatosis and identification of advanced hepatic fibrosis. We critically reviewed the ultrasound (US) elastography techniques for the quantitative characterization of fibrosis, steatosis, and inflammation in NAFLD and NASH, with a specific focus on how to differentiate advanced fibrosis in adult patients. Vibration-controlled transient elastography (VCTE) is still the most utilized and validated elastography method for liver fibrosis assessment. The recently developed point shear wave elastography (pSWE) and two-dimensional shear wave elastography (2D-SWE) techniques that use multiparametric approaches could bring essential improvements to diagnosis and risk stratification.
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Affiliation(s)
- Madalina-Gabriela Taru
- Hepatology Department, Regional Institute of Gastroenterology and Hepatology “Octavian Fodor”, 400162 Cluj-Napoca, Romania
- Faculty of Medicine, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania
- Department of Medical and Surgical Sciences, University of Bologna, 40126 Bologna, Italy
| | - Lidia Neamti
- Hepatology Department, Regional Institute of Gastroenterology and Hepatology “Octavian Fodor”, 400162 Cluj-Napoca, Romania
- Faculty of Medicine, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania
| | - Vlad Taru
- Hepatology Department, Regional Institute of Gastroenterology and Hepatology “Octavian Fodor”, 400162 Cluj-Napoca, Romania
- Faculty of Medicine, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania
- Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, 1090 Vienna, Austria
- Christian Doppler Lab for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, 1090 Vienna, Austria
| | - Lucia Maria Procopciuc
- Faculty of Medicine, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania
| | - Bogdan Procopet
- Hepatology Department, Regional Institute of Gastroenterology and Hepatology “Octavian Fodor”, 400162 Cluj-Napoca, Romania
- Faculty of Medicine, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania
| | - Monica Lupsor-Platon
- Faculty of Medicine, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania
- Medical Imaging Department, Regional Institute of Gastroenterology and Hepatology “Octavian Fodor”, 400162 Cluj-Napoca, Romania
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Schleicher EM, Gairing SJ, Galle PR, Weinmann‐Menke J, Schattenberg JM, Kostev K, Labenz C. A higher FIB-4 index is associated with an increased incidence of renal failure in the general population. Hepatol Commun 2022; 6:3505-3514. [PMID: 36194174 PMCID: PMC9701474 DOI: 10.1002/hep4.2104] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 09/11/2022] [Accepted: 09/12/2022] [Indexed: 01/21/2023] Open
Abstract
The Fibrosis-4 index (FIB-4) is a recommended noninvasive fibrosis test in patients at risk of liver fibrosis. Chronic liver diseases are often associated with kidney diseases. This study aimed to investigate the association between FIB-4 and the development of renal failure among the general population. For this study, we used the Disease Analyzer database, which includes diagnoses and basic medical and demographic data of patients followed in general practices in Germany. Using these data, we extensively matched patients with a FIB-4 index ≥ 1.3 (n = 66,084) to patients with a FIB-4 index < 1.3 (n = 66,084). The primary outcome was the incidence of renal failure or chronic renal failure during a 10-year period. Within 10 years of the index date, 9.2% of patients with a FIB-4 < 1.3 and 10.6% of patients with a FIB-4 ≥ 1.3 were diagnosed with renal failure (p = 0.007). The endpoint chronic renal failure was reached by 7.9% with a FIB-4 < 1.3 and 9.5% with a FIB-4 ≥ 1.3 (p < 0.001). A FIB-4 index ≥ 1.3 was associated with a slight increase in renal failure incidence (hazard ratio [HR]: 1.08, p = 0.009). There was an increasing association between an increase in FIB-4 index and the incidence of renal failure with the strongest association for a FIB-4 index ≥ 2.67 (HR: 1.34, p = 0.001). In sensitivity analyses, a significant association was found for the age group of 51-60 years (HR: 1.38, p < 0.001), patients with arterial hypertension (HR: 1.15, p < 0.001), obese patients (HR: 1.25, p = 0.005), and patients with lipid metabolism disorders (HR:1.22, p < 0.001). Conclusion: A higher FIB-4 index is associated with an increased incidence of renal failure. Therefore, the FIB-4 index may be useful in identifying patients who are at risk not only for liver-related events but also for renal disease.
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Affiliation(s)
- Eva Maria Schleicher
- Department of Internal Medicine IUniversity Medical Center of the Johannes Gutenberg‐UniversityMainzGermany,Cirrhosis Center MainzUniversity Medical Center of the Johannes Gutenberg‐UniversityMainzGermany
| | - Simon Johannes Gairing
- Department of Internal Medicine IUniversity Medical Center of the Johannes Gutenberg‐UniversityMainzGermany,Cirrhosis Center MainzUniversity Medical Center of the Johannes Gutenberg‐UniversityMainzGermany
| | - Peter Robert Galle
- Department of Internal Medicine IUniversity Medical Center of the Johannes Gutenberg‐UniversityMainzGermany,Cirrhosis Center MainzUniversity Medical Center of the Johannes Gutenberg‐UniversityMainzGermany
| | - Julia Weinmann‐Menke
- Department of Internal Medicine IUniversity Medical Center of the Johannes Gutenberg‐UniversityMainzGermany
| | - Jörn M. Schattenberg
- Department of Internal Medicine IUniversity Medical Center of the Johannes Gutenberg‐UniversityMainzGermany
| | | | - Christian Labenz
- Department of Internal Medicine IUniversity Medical Center of the Johannes Gutenberg‐UniversityMainzGermany,Cirrhosis Center MainzUniversity Medical Center of the Johannes Gutenberg‐UniversityMainzGermany
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