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Behari J, Bradley A, Townsend K, Becich MJ, Cappella N, Chuang CH, Fernandez SA, Ford DE, Kirchner HL, Morgan R, Paranjape A, Silverstein JC, Williams DA, Donahoo WT, Asrani SK, Ntanios F, Ateya M, Hegeman-Dingle R, McLeod E, McTigue K. Limitations of Noninvasive Tests-Based Population-Level Risk Stratification Strategy for Nonalcoholic Fatty Liver Disease. Dig Dis Sci 2024; 69:370-383. [PMID: 38060170 DOI: 10.1007/s10620-023-08186-8] [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: 06/09/2023] [Accepted: 11/06/2023] [Indexed: 12/08/2023]
Abstract
BACKGROUND Nonalcoholic fatty liver disease (NAFLD) and nonalcoholic steatohepatitis (NASH) are highly prevalent but underdiagnosed. AIMS We used an electronic health record data network to test a population-level risk stratification strategy using noninvasive tests (NITs) of liver fibrosis. METHODS Data were obtained from PCORnet® sites in the East, Midwest, Southwest, and Southeast United States from patients aged [Formula: see text] 18 with or without ICD-10-CM diagnosis codes for NAFLD, NASH, and NASH-cirrhosis between 9/1/2017 and 8/31/2020. Average and standard deviations (SD) for Fibrosis-4 index (FIB-4), NAFLD fibrosis score (NFS), and Hepatic Steatosis Index (HSI) were estimated by site for each patient cohort. Sample-wide estimates were calculated as weighted averages across study sites. RESULTS Of 11,875,959 patients, 0.8% and 0.1% were coded with NAFLD and NASH, respectively. NAFLD diagnosis rates in White, Black, and Hispanic patients were 0.93%, 0.50%, and 1.25%, respectively, and for NASH 0.19%, 0.04%, and 0.16%, respectively. Among undiagnosed patients, insufficient EHR data for estimating NITs ranged from 68% (FIB-4) to 76% (NFS). Predicted prevalence of NAFLD by HSI was 60%, with estimated prevalence of advanced fibrosis of 13% by NFS and 7% by FIB-4. Approximately, 15% and 23% of patients were classified in the intermediate range by FIB-4 and NFS, respectively. Among NAFLD-cirrhosis patients, a third had FIB-4 scores in the low or intermediate range. CONCLUSIONS We identified several potential barriers to a population-level NIT-based screening strategy. HSI-based NAFLD screening appears unrealistic. Further research is needed to define merits of NFS- versus FIB-4-based strategies, which may identify different high-risk groups.
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Affiliation(s)
- Jaideep Behari
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, University of Pittsburgh School of Medicine, Suite 201, Kaufmann Medical Building, 3471 Fifth Ave, Pittsburgh, PA, 15213, USA.
| | - Allison Bradley
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15206, USA
| | - Kevin Townsend
- US Medical Affairs, Pfizer Inc, New York, NY, 10017, USA
| | - Michael J Becich
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15206, USA
| | - Nickie Cappella
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15206, USA
| | - Cynthia H Chuang
- Division of General Internal Medicine, Penn State College of Medicine, Hershey, PA, 17033, USA
| | - Soledad A Fernandez
- Department of Biomedical Informatics, Wexner Medical Center, The Ohio State University, Columbus, OH, 43201, USA
| | - Daniel E Ford
- Department of General Internal Medicine, Johns Hopkins University, Baltimore, MD, 21205, USA
| | - H Lester Kirchner
- Department of Population Health Sciences, Geisinger Health System, Danville, PA, 17822, USA
| | - Richard Morgan
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15206, USA
| | - Anuradha Paranjape
- Department of Medicine, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, 19140, USA
| | - Jonathan C Silverstein
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15206, USA
| | - David A Williams
- Department of Anesthesiology, University of Michigan, Ann Arbor, MI, 48105, USA
| | - W Troy Donahoo
- Division of Endocrinology, Diabetes and Metabolism, University of Florida, Gainesville, FL, 32608, USA
| | | | - Fady Ntanios
- US Medical Affairs, Pfizer Inc, New York, NY, 10017, USA
| | - Mohammad Ateya
- US Medical Affairs, Pfizer Inc, New York, NY, 10017, USA
| | | | - Euan McLeod
- Pfizer Health Economics and Outcomes Research, Tadworth, UK
| | - Kathleen McTigue
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, 15260, USA
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Jin D, Jin S, Zhou T, Cui Z, Guo B, Li G, Zhang C. Regional variation in NAFLD prevalence and risk factors among people living with HIV in Europe: a meta-analysis. Front Public Health 2024; 11:1295165. [PMID: 38259755 PMCID: PMC10802187 DOI: 10.3389/fpubh.2023.1295165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 12/08/2023] [Indexed: 01/24/2024] Open
Abstract
Background and Aim Europe faces an elevated risk of nonalcoholic fatty liver disease (NAFLD) among people living with HIV (PLWH), contributing to the region's highest global burden of NAFLD. However, the prevalence of NAFLD across various European countries and regions remains unclear. This study aims to investigate the prevalence and risk factors associated with NAFLD among PLWH across European countries. Methods A systematic search was conducted across four databases: PubMed, Embase, Web of Science, and Cochrane Library. Data on the prevalence of NAFLD, nonalcoholic steatohepatitis (NASH), and fibrosis, as well as the associated risk factors, were collected among PLWH in Europe. Results Thirty-six studies from 13 European nations were included. The prevalence of NAFLD, NASH, and fibrosis were 42% (95%CI 37-48), 35% (95%CI 21-50) and 13% (95%CI 10-15), respectively. Male gender, BMI, waist circumference, Diabetes, hypertension, metabolic syndrome, dyslipidemia, triglycerides, HDL, LDL, ALT, AST, and years on antiretroviral therapy (ART) were found to be risk factors for NAFLD. High BMI and triglycerides were associated with NASH. Patients with high BMI and triglycerides are at increased risk of significant liver fibrosis. Conclusion The high prevalence of NAFLD, NASH, and fibrosis among PLWH in Europe highlights the need for early screening, intervention, and increased research focus on adolescents living with HIV. Furthermore, the significant variations observed between countries and regions underscore the influence of related risk factors.
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Affiliation(s)
- Dachuan Jin
- Clinical Laboratory, Sixth People’s Hospital of Zhengzhou, Zhengzhou, China
| | - Shunqin Jin
- Department of Radiology, Hebei Medical University, Shijiazhuang, China
| | - Tao Zhou
- Department of Geriatric Medicine, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Cardiovascular Proteomics of Shandong Province, Qilu Hospital of Shandong University, Jinan, China
| | - Zhongfeng Cui
- Clinical Laboratory, Sixth People’s Hospital of Zhengzhou, Zhengzhou, China
| | - Baoqiang Guo
- Department of Life Sciences, Faculty of Science and Engineering, Manchester Metropolitan University, Manchester, United Kingdom
| | - Guangming Li
- Department of Liver Disease, Sixth People’s Hospital of Zhengzhou, Zhengzhou, China
| | - Chunming Zhang
- Department of General Surgery, Sixth People’s Hospital of Zhengzhou, Zhengzhou, China
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Androutsakos T, Dimitriadis K, Revenas K, Vergadis C, Papadakis DD, Sakellariou S, Vallilas C, Hatzis G. Liver Biopsy: To Do or Not to Do - A Single-Center Study. Dig Dis 2023; 41:913-921. [PMID: 37611545 DOI: 10.1159/000533328] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 07/24/2023] [Indexed: 08/25/2023]
Abstract
INTRODUCTION A variety of liver disorders are associated with characteristic histopathological findings that help in their diagnosis and treatment. However, percutaneous liver biopsy (PLB) is prone to limitations and complications. We evaluated all PLBs done in our hospital in a 13-year period, aiming to assess PLB's utility and complications. METHODS All PLBs conducted in an internal medicine department of a tertiary university hospital in Athens, Greece, during a 13-year period were reviewed. Recorded data included demographic characteristics, laboratory results acquired on biopsy day, indication for liver biopsy, and occurrence of side effects. All patients were followed for 1 month post-hospital discharge for possible PLB-related complications. RESULTS A total of 261 patients underwent PLB during the study period. The commonest indication of PLB was investigation of liver mass, followed by transaminasemia. PLB assisted in setting a diagnosis in 218 patients and was unhelpful in only 43, in 14 of them due to inadequate or inappropriate biopsy specimen. Complications attributable to PLB were rare, with 10 patients exhibiting pain, either at biopsy site or in the right shoulder, and 3 having bleeding episodes; no deaths were noted. CONCLUSIONS Our study shows that PLB is still a powerful diagnostic tool in everyday practice, provided it is used when indicated.
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Affiliation(s)
- Theodoros Androutsakos
- Pathophysiology Department, National and Kapodistrian University of Athens, Medical School, Athens, Greece
| | - Konstantinos Dimitriadis
- Pathophysiology Department, National and Kapodistrian University of Athens, Medical School, Athens, Greece
| | | | | | | | - Stratigoula Sakellariou
- 1st Department of Pathology, National and Kapodistrian University of Athens, Medical School, Athens, Greece
| | - Christos Vallilas
- Pathophysiology Department, National and Kapodistrian University of Athens, Medical School, Athens, Greece
| | - Gregorios Hatzis
- Pathophysiology Department, National and Kapodistrian University of Athens, Medical School, Athens, Greece
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Kalligeros M, Vassilopoulos A, Shehadeh F, Vassilopoulos S, Lazaridou I, Mylonakis E, Promrat K, Wands JR. Prevalence and Characteristics of Nonalcoholic Fatty Liver Disease and Fibrosis in People Living With HIV Monoinfection: A Systematic Review and Meta-analysis. Clin Gastroenterol Hepatol 2023; 21:1708-1722. [PMID: 36642292 DOI: 10.1016/j.cgh.2023.01.001] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 12/28/2022] [Accepted: 01/01/2023] [Indexed: 01/17/2023]
Abstract
BACKGROUND AND AIMS Liver disease remains a leading cause of morbidity and mortality among people living with HIV (PLWH). Emerging data suggest that PLWH are at high risk for developing nonalcoholic fatty liver disease (NAFLD). The aim of this review is to examine the current literature and provide an accurate estimate of the prevalence of NAFLD, nonalcoholic steatohepatitis (NASH), and fibrosis, and identify potential risk factors for NAFLD in PLWH. METHODS We searched PubMed and Embase databases to identify studies reporting the prevalence of NAFLD and/or fibrosis in PLWH monoinfection. We performed a random effects meta-analysis of proportions to estimate the pooled prevalence of NAFLD, NASH, and fibrosis among PLWH monoinfection. We also examined potential risk factors for NAFLD by comparing characteristics of PLWH monoinfection with and without NAFLD. RESULTS A total of 43 studies, reporting data for 8230 patients, met our eligibility criteria and were included in the meta-analysis. Based on imaging studies the overall pooled prevalence of NAFLD and moderate liver fibrosis (METAVIR ≥ F2) among PLWH monoinfection was 33.9% (95% confidence interval [CI], 29.67%-38.39%), and 12.00% (95% CI, 10.02%-14.12%), respectively. Based on biopsy studies, prevalence of NASH and significant liver fibrosis (stage ≥F2 on histology) was 48.77% (95% CI, 34.30%-63.34%) and 23.34% (95% CI, 14.98%-32.75%), respectively. Traditional metabolic syndrome and HIV-related factors were associated with NAFLD in PLWH. CONCLUSIONS Our study confirms that the burden of NAFLD, NASH, and fibrosis is high among PLWH monoinfection. Prospective longitudinal studies are needed to delineate NAFLD, NASH, and fibrosis risk factors, and identify early interventions and new therapies for NAFLD in this population.
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Affiliation(s)
- Markos Kalligeros
- Division of Internal Medicine, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island
| | - Athanasios Vassilopoulos
- Division of Infectious Diseases, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island
| | - Fadi Shehadeh
- Division of Infectious Diseases, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island; Department of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece
| | - Stephanos Vassilopoulos
- Division of Infectious Diseases, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island
| | - Ingrid Lazaridou
- Division of Internal Medicine, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island
| | - Eleftherios Mylonakis
- Division of Infectious Diseases, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island
| | - Kittichai Promrat
- Division of Gastroenterology and Hepatology, Providence VA Medical Center, Providence, Rhode Island
| | - Jack R Wands
- Liver Research Center, The Warren Alpert Medical School of Brown University, Providence, Rhode Island.
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Alonso-Peña M, Del Barrio M, Peleteiro-Vigil A, Jimenez-Gonzalez C, Santos-Laso A, Arias-Loste MT, Iruzubieta P, Crespo J. Innovative Therapeutic Approaches in Non-Alcoholic Fatty Liver Disease: When Knowing Your Patient Is Key. Int J Mol Sci 2023; 24:10718. [PMID: 37445895 DOI: 10.3390/ijms241310718] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 06/21/2023] [Accepted: 06/24/2023] [Indexed: 07/15/2023] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) encompasses a spectrum of disorders ranging from simple steatosis to non-alcoholic steatohepatitis (NASH). Hepatic steatosis may result from the dysfunction of multiple pathways and thus multiple molecular triggers involved in the disease have been described. The development of NASH entails the activation of inflammatory and fibrotic processes. Furthermore, NAFLD is also strongly associated with several extra-hepatic comorbidities, i.e., metabolic syndrome, type 2 diabetes mellitus, obesity, hypertension, cardiovascular disease and chronic kidney disease. Due to the heterogeneity of NAFLD presentations and the multifactorial etiology of the disease, clinical trials for NAFLD treatment are testing a wide range of interventions and drugs, with little success. Here, we propose a narrative review of the different phenotypic characteristics of NAFLD patients, whose disease may be triggered by different agents and driven along different pathophysiological pathways. Thus, correct phenotyping of NAFLD patients and personalized treatment is an innovative therapeutic approach that may lead to better therapeutic outcomes.
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Affiliation(s)
- Marta Alonso-Peña
- Gastroenterology and Hepatology Department, Clinical and Translational Research in Digestive Diseases, Valdecilla Research Institute (IDIVAL), Marqués de Valdecilla University Hospital, 39011 Santander, Spain
| | - Maria Del Barrio
- Gastroenterology and Hepatology Department, Clinical and Translational Research in Digestive Diseases, Valdecilla Research Institute (IDIVAL), Marqués de Valdecilla University Hospital, 39011 Santander, Spain
| | - Ana Peleteiro-Vigil
- Gastroenterology and Hepatology Department, Clinical and Translational Research in Digestive Diseases, Valdecilla Research Institute (IDIVAL), Marqués de Valdecilla University Hospital, 39011 Santander, Spain
| | - Carolina Jimenez-Gonzalez
- Gastroenterology and Hepatology Department, Clinical and Translational Research in Digestive Diseases, Valdecilla Research Institute (IDIVAL), Marqués de Valdecilla University Hospital, 39011 Santander, Spain
| | - Alvaro Santos-Laso
- Gastroenterology and Hepatology Department, Clinical and Translational Research in Digestive Diseases, Valdecilla Research Institute (IDIVAL), Marqués de Valdecilla University Hospital, 39011 Santander, Spain
| | - Maria Teresa Arias-Loste
- Gastroenterology and Hepatology Department, Clinical and Translational Research in Digestive Diseases, Valdecilla Research Institute (IDIVAL), Marqués de Valdecilla University Hospital, 39011 Santander, Spain
| | - Paula Iruzubieta
- Gastroenterology and Hepatology Department, Clinical and Translational Research in Digestive Diseases, Valdecilla Research Institute (IDIVAL), Marqués de Valdecilla University Hospital, 39011 Santander, Spain
| | - Javier Crespo
- Gastroenterology and Hepatology Department, Clinical and Translational Research in Digestive Diseases, Valdecilla Research Institute (IDIVAL), Marqués de Valdecilla University Hospital, 39011 Santander, Spain
- Biomedical Research Networking Center in Hepatic and Digestive Diseases (CIBERehd), 28029 Madrid, Spain
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Iacob DG, Luminos M, Benea OE, Tudor AM, Olariu CM, Iacob SA, Ruta S. Liver fibrosis progression in a cohort of young HIV and HIV/ HBV co-infected patients: A longitudinal study using non-invasive APRI and Fib-4 scores. Front Med (Lausanne) 2022; 9:888050. [PMID: 35966860 PMCID: PMC9372617 DOI: 10.3389/fmed.2022.888050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 07/04/2022] [Indexed: 11/13/2022] Open
Abstract
Background The risk of liver fibrosis increases over time in HIV and HIV-HBV individuals even under antiretroviral treatment (ART), warranting a rigorous and periodic monitorization. Given the lower availability of transient elastography, we aimed to assess the longitudinal variation of two non-invasive liver fibrosis scores, APRI and Fib-4, in cases with HIV monoinfection, HIV-HBV co-infection and individuals with HBsAg-seroclearance. Methods We performed an observational retrospective study between 2013 and 2019 on 212 HIV patients including 111 individuals with HIV mono-infection, 62 individuals with HIV-HBV co-infection and positive HBsAg and 39 cases with HIV-HBV infection and HBsAg-loss. The groups were followed at 36, 48, and 60 months. Liver fibrosis was indicated by an APRI >0.5 or Fib-4≥1.45 score and advanced fibrosis by an APRI score >1.5 or Fib-4 >3.25. Logistic regression with generalized estimating equations (GEE) was used to assess the predictors for the presence of liver fibrosis over time. Results During a median follow-up of 58.5 months the prevalence of liver fibrosis in all patients increased with 0.5% reaching 11.3% using an APRI score and with 0.9% reaching 10.8% using the Fib-4 score. At the visit corresponding to 60 months the prevalence of liver fibrosis was higher in all HIV-HBV patients compared with individuals with HIV mono-infection, namely: 16.1% on APRI and 12.9% on the Fib-4 score in HIV-HBV/HBsAg-positive individuals, 12.8% on both APRI and Fib-4 scores in HIV-HBV/HBsAg-negative individuals vs. 8.1 and 9%, respectively in HIV mono-infection. The presence of liver fibrosis over the study period was independently associated with plasma HIV RNA, CD4+T cell counts, HIV-HBV co-infection (for APRI >0.5) and ART non-adherence (for Fib-4 >1.45). At the final visit, non-adherence to ART and CD4+T cell counts remained associated with liver fibrosis. Conclusions The study found a slow progression of APRI and Fib-4 scores over time in young PLWH with extensive ART. Liver fibrosis scores continued to increase in patients with HIV mono-infection yet remained lower than in HIV-HBV patients irrespective on the presence of HBsAg. The periodic follow-up using non-invasive scores on the long-term could help improve the surveillance in low-income settings and high scores should be followed by additional diagnostic methods.
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Affiliation(s)
- Diana Gabriela Iacob
- Department of Infectious Diseases, Emergency University Hospital, Bucharest, Romania
- Department of Infectious Diseases and Virology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
| | - Monica Luminos
- Department of Infectious Diseases and Virology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
- Department of Infectious Diseases, National Institute of Infectious Diseases "Prof. Dr. Matei Bals", Bucharest, Romania
| | - Otilia Elisabeta Benea
- Department of Infectious Diseases and Virology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
- Department of Infectious Diseases, National Institute of Infectious Diseases "Prof. Dr. Matei Bals", Bucharest, Romania
| | - Ana-Maria Tudor
- Department of Infectious Diseases and Virology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
- Department of Infectious Diseases, National Institute of Infectious Diseases "Prof. Dr. Matei Bals", Bucharest, Romania
| | - Cristina Mihaela Olariu
- Department of Infectious Diseases and Virology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
- Department of Infectious Diseases, National Institute of Infectious Diseases "Prof. Dr. Matei Bals", Bucharest, Romania
| | - Simona Alexandra Iacob
- Department of Infectious Diseases and Virology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
- Department of Infectious Diseases, National Institute of Infectious Diseases "Prof. Dr. Matei Bals", Bucharest, Romania
| | - Simona Ruta
- Department of Infectious Diseases and Virology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
- Department of Emerging Viral Infections and HIV/AIDS International Research Center, Stefan S. Nicolau Institute of Virology, Bucharest, Romania
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