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Alexopoulos AS, Parish A, Olsen M, Batch BC, Moylan CA, Crowley MJ. Racial Disparities in Evidence-Based Management of Metabolic Dysfunction-Associated Steatotic Liver Disease in Patients With Type 2 Diabetes. Endocr Pract 2024; 30:663-669. [PMID: 38697305 PMCID: PMC11223982 DOI: 10.1016/j.eprac.2024.04.018] [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: 12/05/2023] [Revised: 04/19/2024] [Accepted: 04/23/2024] [Indexed: 05/04/2024]
Abstract
OBJECTIVE To assess frequency of evidence-based management (EBM) of metabolic dysfunction-associated steatotic liver disease (MASLD) in patients with type 2 diabetes (T2D), and to examine for racial/ethnic disparities in the receipt of EBM. METHODS We conducted a cross-sectional analysis of patients with T2D and presumptive MASLD in an academic health care system between 2019 and 2021. Presumptive MASLD was defined as at least 1 alanine aminotransferase value ≥30 U/L with exclusions for alcohol overuse, viral hepatitis, liver transplantation, chemotherapy use, and liver disease other than MASLD. We calculated the proportion of patients receiving EBM, defined as a composite of liver ultrasound, transient elastography, or hepatology evaluation. We also examined the association between race/ethnicity and EBM via a logistic regression model. RESULTS Our sample included 6532 patients; mean age was 58.0 (SD 13.1), 41.7% were female and 3.9%, 26.6%, 58.7%, and 5.8% were of Latino/a/x ethnicity, non-Latino (NL) Black race, NL White race, and NL Asian race, respectively. Rates of EBM were low overall (11.5%), with lower odds of EBM in NL Black versus NL White patients (adjusted odds ratio 0.75; 95% confidence interval 0.59, 0.96). Odds of hepatology evaluation and placement of MASLD diagnosis codes were also lower in NL Black versus NL White patients. CONCLUSION Racial disparities exist in the receipt of EBM among patients with T2D and presumptive MASLD. These findings highlight the need for research to identify drivers of disparities, and to support development of clinical interventions that equitably facilitate EBM of MASLD in patients with T2D.
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Affiliation(s)
- Anastasia-Stefania Alexopoulos
- Division of Endocrinology, Department of Medicine, Duke University Medical Center, Durham, North Carolina; Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham VA Medical Center, Durham, North Carolina.
| | - Alice Parish
- Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina
| | - Maren Olsen
- Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham VA Medical Center, Durham, North Carolina; Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina
| | - Bryan C Batch
- Division of Endocrinology, Department of Medicine, Duke University Medical Center, Durham, North Carolina; Division of Endocrinology, Department of Medicine, Durham VA Medical Center, Durham, North Carolina
| | - Cynthia A Moylan
- Division of Gastroenterology, Department of Medicine, Duke University Medical Center, Durham, North Carolina; Division of Gastroenterology, Department of Medicine, Durham VA Medical Center, Durham, North Carolina
| | - Matthew J Crowley
- Division of Endocrinology, Department of Medicine, Duke University Medical Center, Durham, North Carolina; Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham VA Medical Center, Durham, North Carolina
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Gulati R, Gulati K, Durrani HM, Sahni H, Mhanna MJ, Kaelber DC, Alkhouri N, Suri R. Missed Opportunities in Guideline-Based Fatty Liver Screening Among 3.5 Million Children. Acad Pediatr 2024; 24:815-819. [PMID: 38278482 DOI: 10.1016/j.acap.2024.01.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 01/16/2024] [Accepted: 01/20/2024] [Indexed: 01/28/2024]
Abstract
OBJECTIVE Determine screening rates and examine socio-demographic characteristics of metabolic dysfunction-associated steatotic liver disease (MAFLD) screening in a large population of obese children. METHODS We used Explorys (IBM) which contains aggregated population-level electronic health record data from approximately 360 hospitals and 317,000 providers across the United States to determine MAFLD screening rates. In children 10 to 14 years, obesity was determined based on body mass index ≥ 95%, or encounter with an international classification of disease obesity code. We determined screening rates by calculating the percentage of children with obesity who had an alanine aminotransferase tested, further analyzed by gender, race, and insurance. RESULTS Of 3,558,420 children, 513,170 (14.4%) were obese. Of obese children, only 9.3% were screened for MAFLD. Females were more likely screened than males (odds ratio (OR) 1.09 (95% confidence intervals (CI): 1.07-1.12)); White children were more likely screened than non-White children (OR 1.21 (95% CI: 1.18-1.23)), and children with Medicaid more likely screened than children with non-Medicaid insurance (OR 1.34 (95% CI: 1.32-1.37)). CONCLUSIONS The percentage of obese children receiving screening for MAFLD was low. Female gender, White race, and Medicaid insurance were associated with increased screening rates. These findings highlight the need to increase adherence to MAFLD screening. Reporting screening as a health quality measure may reduce implementation gaps in MAFLD screening.
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Affiliation(s)
- Reema Gulati
- Department of Pediatrics (R Gulati, DC Kaelber, and HM Durrani), The MetroHealth System and Case Western Reserve University, Cleveland, Ohio
| | - Kabir Gulati
- Stephen M. Ross School of Business (K Gulati), University of Michigan, Ann Arbor, Mich
| | - Hafiza Mehreen Durrani
- Department of Pediatrics (R Gulati, DC Kaelber, and HM Durrani), The MetroHealth System and Case Western Reserve University, Cleveland, Ohio.
| | - Herman Sahni
- Baldwin Wallace University (H Sahni), Cleveland, Ohio
| | - Maroun J Mhanna
- Department of Pediatrics (MJ Mhanna), Louisiana State University Health Sciences Center, Shreveport, La
| | - David C Kaelber
- Department of Pediatrics (R Gulati, DC Kaelber, and HM Durrani), The MetroHealth System and Case Western Reserve University, Cleveland, Ohio
| | | | - Roamaa Suri
- Northeastern University (R Suri), Boston, Mass
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Lin CH, Ho MC, Lee PC, Yang PJ, Jeng YM, Tsai JH, Chen CN, Chen A. Clinical performance of ultrasonic backscatter parametric and nonparametric statistics in detecting early hepatic steatosis. ULTRASONICS 2024; 142:107391. [PMID: 38936287 DOI: 10.1016/j.ultras.2024.107391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Revised: 06/21/2024] [Accepted: 06/24/2024] [Indexed: 06/29/2024]
Abstract
Diagnosis of early hepatic steatosis would allow timely intervention. B-mode ultrasound imaging was in question for detecting early steatosis, especially with a variety of concomitant parenchymal disease. This study aimed to use the surgical specimen as a reference standard to elucidate the clinical performance of ultrasonic echogenicity and backscatter parametric and nonparametric statistics in real-world scenarios. Ultrasound radio-frequency (RF) signals of right liver lobe and patient data were collected preoperatively. Surgical specimen was then used to histologically determine staging of steatosis. A backscatter nonparametric statistic (h), a known backscatter parametric statistic, i.e., the Nakagami parameter (m), and a quantitative echo intensity (env) were calculated. Among the 236 patients included in the study, 93 were grade 0 (<5% fat) and 143 were with steatosis. All the env, m and h statistics had shown significant discriminatory power of steatosis grades (AUC = 0.643-0.907 with p-value < 0.001). Mann-Whitney U tests, however, revealed that only the backscatter statistics m and h were significantly different between the groups of grades 0 and 1 steatosis. The two-way ANOVA showed a significant confounding effect of the elevated ALT on env (p-value = 0.028), but no effect on m or h. Additionally, the severe fibrosis was found to be a significant covariate for m and h. Ultrasonic signals acquired from different scanners were found linearly comparable.
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Affiliation(s)
- Chih-Hao Lin
- Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Ming-Chih Ho
- Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Po-Chu Lee
- Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Po-Jen Yang
- Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Yung-Ming Jeng
- Department of Pathology, National Taiwan University Hospital, Taipei, Taiwan
| | - Jia-Huei Tsai
- Department of Pathology, National Taiwan University Hospital, Taipei, Taiwan
| | - Chiung-Nien Chen
- Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Argon Chen
- Graduate Institute of Industrial Engineering and Department of Mechanical Engineering, National Taiwan University, Taipei, Taiwan.
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Shi Y, Taherifard E, Saeed A, Saeed A. MASLD-Related HCC: A Comprehensive Review of the Trends, Pathophysiology, Tumor Microenvironment, Surveillance, and Treatment Options. Curr Issues Mol Biol 2024; 46:5965-5983. [PMID: 38921027 PMCID: PMC11202630 DOI: 10.3390/cimb46060356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Revised: 06/07/2024] [Accepted: 06/11/2024] [Indexed: 06/27/2024] Open
Abstract
Hepatocellular carcinoma (HCC) represents a significant burden on global healthcare systems due to its considerable incidence and mortality rates. Recent trends indicate an increase in the worldwide incidence of metabolic dysfunction-associated steatotic liver disease (MASLD) and a shift in the etiology of HCC, with MASLD replacing the hepatitis B virus as the primary contributor to new cases of HCC. MASLD-related HCC exhibits distinct characteristics compared to viral HCC, including unique immune cell profiles resulting in an overall more immunosuppressive or exhausted tumor microenvironment. Furthermore, MASLD-related HCC is frequently identified in older age groups and among individuals with cardiometabolic comorbidities. Additionally, a greater percentage of MASLD-related HCC cases occur in noncirrhotic patients compared to those with viral etiologies, hindering early detection. However, the current clinical practice guidelines lack specific recommendations for the screening of HCC in MASLD patients. The evolving landscape of HCC management offers a spectrum of therapeutic options, ranging from surgical interventions and locoregional therapies to systemic treatments, for patients across various stages of the disease. Despite ongoing debates, the current evidence does not support differences in optimal treatment modalities based on etiology. In this study, we aimed to provide a comprehensive overview of the current literature on the trends, characteristics, clinical implications, and treatment modalities for MASLD-related HCC.
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Affiliation(s)
- Yuming Shi
- Department of Medicine, Division of Hematology & Oncology, University of Pittsburgh Medical Center, Pittsburgh, PA 15232, USA; (Y.S.); (E.T.)
| | - Erfan Taherifard
- Department of Medicine, Division of Hematology & Oncology, University of Pittsburgh Medical Center, Pittsburgh, PA 15232, USA; (Y.S.); (E.T.)
| | - Ali Saeed
- Department of Medicine, Ochsner Lafayette General Medical Center, Lafayette, LA 70503, USA;
| | - Anwaar Saeed
- Department of Medicine, Division of Hematology & Oncology, University of Pittsburgh Medical Center, Pittsburgh, PA 15232, USA; (Y.S.); (E.T.)
- UPMC Hillman Cancer Center, Pittsburgh, PA 15232, USA
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Singh A, Ilango K. Acute and sub-chronic toxicity study of novel polyherbal formulation in non-alcoholic fatty liver using Wistar rats. Future Sci OA 2024; 10:FSO910. [PMID: 38817372 PMCID: PMC11137787 DOI: 10.2144/fsoa-2023-0118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 10/02/2023] [Indexed: 06/01/2024] Open
Abstract
Aim: This study assessed the acute and sub-chronic toxicity of a novel polyherbal formulation tablet in Wistar rats Materials & methods: Acute toxicity and sub-chronic toxicity was assessed following OECD (Organisation for the Economic Co-operation and Development) guidelines based on 423 and 408. Results & conclusion: No mortality and toxicity showed in rats during acute toxicity. The LD50 of the extract was at 2000 mg/kg. In sub-chronic study, both sex rats were orally administered at 250, 500,1000 and 2000 mg/kg for 90 days and revealed no significant difference (p < 0.05) in hematological and other parameters compared with the control. Histopathology study did not reveal morphological alteration. The No observed adverse effect level of the tablet was observed until 2000 mg/kg.
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Affiliation(s)
- Anuragh Singh
- Department of Pharmacology, SRM College of Pharmacy, SRM Institute of Science & Technology, Kattankulathur – 603 203, Chengalpattu (Dt), Tamil Nadu, India
| | - K Ilango
- Department of Pharmaceutical Quality Assurance, SRM College of Pharmacy, SRM Institute of Science and Technology, Kattankulathur – 603 203
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Samy AM, Kandeil MA, Sabry D, Abdel-Ghany A, Mahmoud MO. From NAFLD to NASH: Understanding the spectrum of non-alcoholic liver diseases and their consequences. Heliyon 2024; 10:e30387. [PMID: 38737288 PMCID: PMC11088336 DOI: 10.1016/j.heliyon.2024.e30387] [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: 08/23/2023] [Revised: 04/04/2024] [Accepted: 04/25/2024] [Indexed: 05/14/2024] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) has become one of the most frequent chronic liver diseases worldwide in recent decades. Metabolic diseases like excessive blood glucose, central obesity, dyslipidemia, hypertension, and liver function abnormalities cause NAFLD. NAFLD significantly increases the likelihood of liver cancer, heart disease, and mortality, making it a leading cause of liver transplants. Non-alcoholic steatohepatitis (NASH) is a more advanced form of the disease that causes scarring and inflammation of the liver over time and can ultimately result in cirrhosis and hepatocellular carcinoma. In this review, we briefly discuss NAFLD's pathogenic mechanisms, their progression into NASH and afterward to NASH-related cirrhosis. It also covers disease epidemiology, metabolic mechanisms, glucose and lipid metabolism in the liver, macrophage dysfunction, bile acid toxicity, and liver stellate cell stimulation. Additionally, we consider the contribution of intestinal microbiota, genetics, epigenetics, and ecological factors to fibrosis progression and hepatocellular carcinoma risk in NAFLD and NASH patients.
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Affiliation(s)
- Ahmed M. Samy
- Department of Biochemistry, Faculty of Pharmacy, Nahda University, Beni-Suef 62513, Egypt
| | - Mohamed A. Kandeil
- Department of Biochemistry, Faculty of Veterinary Medicine, Beni-Suef University, Beni-Suef 62511, Egypt
| | - Dina Sabry
- Department of Medical Biochemistry and Molecular Biology, Faculty of Medicine, Cairo University, Cairo 11562, Egypt
- Department of Medical Biochemistry and Molecular Biology, Faculty of Medicine, Badr University in Cairo, Cairo 11829, Egypt
| | - A.A. Abdel-Ghany
- Department of Biochemistry, Faculty of Pharmacy, Nahda University, Beni-Suef 62513, Egypt
- Department of Biochemistry, Faculty of Pharmacy, Al-Azhar University, Assuit Branch, Egypt
| | - Mohamed O. Mahmoud
- Department of Biochemistry, Faculty of Pharmacy, Beni-Suef University, Beni-Suef 62514, Egypt
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Brahmania M, Rogal S, Serper M, Patel A, Goldberg D, Mathur A, Wilder J, Vittorio J, Yeoman A, Rich NE, Lazo M, Kardashian A, Asrani S, Spann A, Ufere N, Verma M, Verna E, Simpson D, Schold JD, Rosenblatt R, McElroy L, Wadwhani SI, Lee TH, Strauss AT, Chung RT, Aiza I, Carr R, Yang JM, Brady C, Fortune BE. Pragmatic strategies to address health disparities along the continuum of care in chronic liver disease. Hepatol Commun 2024; 8:e0413. [PMID: 38696374 PMCID: PMC11068141 DOI: 10.1097/hc9.0000000000000413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 01/05/2024] [Indexed: 05/04/2024] Open
Abstract
Racial, ethnic, and socioeconomic disparities exist in the prevalence and natural history of chronic liver disease, access to care, and clinical outcomes. Solutions to improve health equity range widely, from digital health tools to policy changes. The current review outlines the disparities along the chronic liver disease health care continuum from screening and diagnosis to the management of cirrhosis and considerations of pre-liver and post-liver transplantation. Using a health equity research and implementation science framework, we offer pragmatic strategies to address barriers to implementing high-quality equitable care for patients with chronic liver disease.
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Affiliation(s)
- Mayur Brahmania
- Department of Medicine, Division of Gastroenterology and Transplant Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Shari Rogal
- Department of Medicine, Division of Gastroenterology, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
| | - Marina Serper
- Department of Medicine, Division of Gastroenterology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Arpan Patel
- Department of Medicine, Division of Gastroenterology, University of California Los Angeles, Los Angeles, California, USA
| | - David Goldberg
- Department of Medicine, Division of Gastroenterology, University of Miami, Miami, Florida, USA
| | - Amit Mathur
- Department of Surgery, Division of Transplant Surgery, Mayo Clinic, Phoenix, Arizona, USA
| | - Julius Wilder
- Department of Medicine, Division of Gastroenterology, Duke University School of Medicine, Durham, North Carolina, USA
| | - Jennifer Vittorio
- Department of Pediatrics, Division of Pediatric Gastroenterology, NYU Langone Health, New York, New York, USA
| | - Andrew Yeoman
- Department of Medicine, Gwent Liver Unit, Aneurin Bevan University Health Board, Newport, Wales, UK
| | - Nicole E. Rich
- Department of Medicine, Division of Digestive and Liver Diseases, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Mariana Lazo
- Department of Medicine, Division of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Ani Kardashian
- Department of Medicine, Division of Gastrointestinal and Liver Diseases, University of Southern California, Los Angeles, California, USA
| | - Sumeet Asrani
- Department of Medicine, Division of Gastroenterology, Baylor University Medical Center, Dallas, Texas, USA
| | - Ashley Spann
- Department of Medicine, Division of Gastroenterology, Vanderbilt University, Nashville, Tennessee, USA
| | - Nneka Ufere
- Department of Medicine, Liver Center, Division of Gastroenterology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Manisha Verma
- Department of Medicine, Einstein Healthcare Network, Philadelphia, Pennsylvania, USA
| | - Elizabeth Verna
- Department of Medicine, Division of Gastroenterology and Hepatology, Weill Cornell Medicine, New York, New York, USA
| | - Dinee Simpson
- Department of Surgery, Northwestern University, Chicago, Illinois, USA
| | - Jesse D. Schold
- Department of Surgery and Epidemiology, University of Colorado, Aurora, Colorado, USA
| | - Russell Rosenblatt
- Department of Medicine, Division of Gastroenterology and Hepatology, Weill Cornell Medicine, New York, New York, USA
| | - Lisa McElroy
- Department of Surgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - Sharad I. Wadwhani
- Department of Pediatrics, University of California San Francisco, San Francisco, California, USA
| | - Tzu-Hao Lee
- Department of Medicine, Section of Gastroenterology and Hepatology, Baylor College of Medicine, Houston, Texas, USA
| | - Alexandra T. Strauss
- Department of Medicine, Division of Gastroenterology and Hepatology, Johns Hopkins University, Baltimore, Maryland, USA
| | - Raymond T. Chung
- Department of Medicine, Liver Center, Division of Gastroenterology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Ignacio Aiza
- Department of Medicine, Liver Unit, Hospital Ángeles Lomas, Mexico City, Mexico
| | - Rotonya Carr
- Department of Medicine, Division of Gastroenterology, University of Washington, Seattle, Washington, USA
| | - Jin Mo Yang
- Department of Medicine, Division of Gastroenterology, Catholic University of Korea, Seoul, Korea
| | - Carla Brady
- Department of Medicine, Division of Gastroenterology, Duke University School of Medicine, Durham, North Carolina, USA
| | - Brett E. Fortune
- Department of Medicine, Division of Hepatology, Montefiore Einstein Medical Center, Bronx, New York, USA
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Díaz LA, Villota-Rivas M, Barrera F, Lazarus JV, Arrese M. The burden of liver disease in Latin America. Ann Hepatol 2024; 29:101175. [PMID: 37922988 DOI: 10.1016/j.aohep.2023.101175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 10/08/2023] [Indexed: 11/07/2023]
Abstract
Liver disease poses a substantial burden in Latin America. This burden is primarily attributed to a high level of alcohol consumption and the increasing prevalence of risk factors associated with metabolic dysfunction-associated steatotic liver disease (MASLD), such as sedentary lifestyles, easy access to ultra-processed foods, obesity, and type 2 diabetes mellitus. These epidemiological trends are cause for concern, especially considering that there are significant challenges in addressing them due to disparities in access to liver disease screening and care. In this article, we aim to provide an overview of the current situation regarding liver disease in Latin America. We also discuss recent multinational proposals designed to address the growing MASLD burden via its integration into existing non-communicable diseases policies, at both local and global levels. Additionally, we emphasize the urgent need to establish effective public health policies that target both MASLD risk factors and excessive alcohol consumption. Furthermore, we discuss the development of liver transplantation programs, areas for improvement in medical education and research capabilities, and how the fostering of extensive collaboration among all stakeholders is crucial for addressing liver disease in the region.
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Affiliation(s)
- Luis Antonio Díaz
- Departamento de Gastroenterología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile; Observatorio Multicéntrico de Enfermedades Gastrointestinales (OMEGA), Santiago, Chile
| | - Marcela Villota-Rivas
- Barcelona Institute for Global Health (ISGlobal), Hospital Clínic, University of Barcelona, Barcelona, Spain
| | - Francisco Barrera
- Departamento de Gastroenterología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile; Observatorio Multicéntrico de Enfermedades Gastrointestinales (OMEGA), Santiago, Chile
| | - Jeffrey V Lazarus
- Barcelona Institute for Global Health (ISGlobal), Hospital Clínic, University of Barcelona, Barcelona, Spain; CUNY Graduate School of Public Health and Health Policy (CUNY SPH), New York, NY, United States; Global NASH Council, Washington DC, United States
| | - Marco Arrese
- Departamento de Gastroenterología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile; Observatorio Multicéntrico de Enfermedades Gastrointestinales (OMEGA), Santiago, Chile; Global NASH Council, Washington DC, United States.
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Wang L, Berger NA, Kaelber DC, Xu R. Association of GLP-1 Receptor Agonists and Hepatocellular Carcinoma Incidence and Hepatic Decompensation in Patients With Type 2 Diabetes. Gastroenterology 2024:S0016-5085(24)00494-3. [PMID: 38692395 DOI: 10.1053/j.gastro.2024.04.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 03/22/2024] [Accepted: 04/17/2024] [Indexed: 05/03/2024]
Abstract
BACKGROUND & AIMS Hepatocellular carcinoma (HCC) is a leading cause of cancer death. HCC is preventable with about 70% of HCC attributable to modifiable risk factors. Glucagon-like peptide-1 receptor agonists (GLP-1RAs), Food and Drug Administration-approved medications for treating type 2 diabetes mellitus (T2DM), have pleiotropic effects on counteracting risk factors for HCC. Here we evaluate the association of GLP-1RAs with incident HCC risk in a real-world population. METHODS This retrospective cohort included 1,890,020 patients with a diagnosis of T2DM who were prescribed GLP-1RAs or other non-GLP-1RA anti-diabetes medications and had no prior diagnosis of HCC. Incident (first-time) diagnosis of HCC and hepatic decompensating events during a 5-year follow-up was compared between cohorts of patients prescribed GLP-1 RAs vs other anti-diabetes medications. Time-to-first-event analysis was performed using Kaplan-Meier survival analysis with hazard ratio and 95% confidence interval calculated. RESULTS GLP-1RAs were associated with a lower risk of incident HCC with hazard ratio of 0.20 [0.14-0.31], 0.39 [0.21-0.69], 0.63 [0.26-1.50] compared with insulin, sulfonylureas, and metformin, respectively. GLP-1RAs were associated with a significantly lower risk of hepatic decompensation compared with 6 other anti-diabetes medications. Reduced risks were observed in patients without and with different stages of fatty liver diseases, with more profound effects in patients without liver diseases. Similar findings were observed in patients with and without obesity and alcohol or tobacco use disorders. GLP-1RA combination therapies were associated with decreased risk for HCC and hepatic decompensations compared with monotherapies. CONCLUSIONS GLP-1RAs were associated with a reduced risk of incident HCC and hepatic decompensation compared with other anti-diabetes medications in patients with T2DM. These findings provide supporting evidence for future studies to investigate the underlying mechanisms and their clinical use.
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Affiliation(s)
- Lindsey Wang
- Center for Science, Health, and Society, Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Nathan A Berger
- Center for Science, Health, and Society, Case Western Reserve University School of Medicine, Cleveland, Ohio; Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, Ohio.
| | - David C Kaelber
- Departments of Internal Medicine, Pediatrics, and Population and Quantitative Health Sciences and the Center for Clinical Informatics Research and Education, The MetroHealth System, Cleveland, Ohio
| | - Rong Xu
- Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, Ohio; Center for Artificial Intelligence in Drug Discovery, Case Western Reserve University School of Medicine, Cleveland, Ohio.
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Yang K, Zeng J, Wu H, Liu H, Ding Z, Liang W, Wu L, Lin Z, Huang W, Xu J, Dong F. Nonalcoholic Fatty Liver Disease: Changes in Gut Microbiota and Blood Lipids. J Clin Transl Hepatol 2024; 12:333-345. [PMID: 38638378 PMCID: PMC11022063 DOI: 10.14218/jcth.2023.00199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 10/10/2023] [Accepted: 11/29/2023] [Indexed: 04/20/2024] Open
Abstract
Background and Aims The global prevalence of nonalcoholic fatty liver disease (NAFLD) is 25%. This study aimed to explore differences in the gut microbial community and blood lipids between normal livers and those affected by NAFLD using 16S ribosomal deoxyribonucleic acid sequencing. Methods Gut microbiome profiles of 40 NAFLD and 20 non-NAFLD controls were analyzed. Information about four blood lipids and 13 other clinical features was collected. Patients were divided into three groups by ultrasound and FibroScan, those with a normal liver, mild FL (FL1), and moderate-to-severe FL (FL2). FL1 and FL2 patients were divided into two groups, those with either hyperlipidemia or non-hyperlipidemia based on their blood lipids. Potential keystone species within the groups were identified using univariate analysis and a specificity-occupancy plot. Significant difference in biochemical parameters ion NAFLD patients and healthy individuals were identified by detrended correspondence analysis and canonical correspondence analysis. Results Decreased gut bacterial diversity was found in patients with NAFLD. Firmicutes/Bacteroidetes decreased as NAFLD progressed. Faecalibacterium and Ruminococcus 2 were the most representative fatty-related bacteria. Glutamate pyruvic transaminase, aspartate aminotransferase, and white blood cell count were selected as the most significant biochemical indexes. Calculation of areas under the curve identified two microbiomes combined with the three biochemical indexes that identified normal liver and FL2 very well but performed poorly in diagnosing FL1. Conclusions Faecalibacterium and Ruminococcus 2, combined with glutamate pyruvic transaminase, aspartate aminotransferase, and white blood cell count distinguished NAFLD. We speculate that regulating the health of gut microbiota may release NAFLD, in addition to providing new targets for clinicians to treat NAFLD.
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Affiliation(s)
| | | | - Huaiyu Wu
- Department of Ultrasound, Shenzhen People’s Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen,Guangdong, China
| | - Huiyu Liu
- Department of Ultrasound, Shenzhen People’s Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen,Guangdong, China
| | - Zhimin Ding
- Department of Ultrasound, Shenzhen People’s Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen,Guangdong, China
| | - Weiyu Liang
- Department of Ultrasound, Shenzhen People’s Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen,Guangdong, China
| | - Linghu Wu
- Department of Ultrasound, Shenzhen People’s Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen,Guangdong, China
| | - Ziwei Lin
- Department of Ultrasound, Shenzhen People’s Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen,Guangdong, China
| | - Wenhui Huang
- Department of Ultrasound, Shenzhen People’s Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen,Guangdong, China
| | - Jinfeng Xu
- Department of Ultrasound, Shenzhen People’s Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen,Guangdong, China
| | - Fajin Dong
- Department of Ultrasound, Shenzhen People’s Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen,Guangdong, China
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11
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Sun HJ, Jiao B, Wang Y, Zhang YH, Chen G, Wang ZX, Zhao H, Xie Q, Song XH. Necroptosis contributes to non-alcoholic fatty liver disease pathoetiology with promising diagnostic and therapeutic functions. World J Gastroenterol 2024; 30:1968-1981. [PMID: 38681120 PMCID: PMC11045491 DOI: 10.3748/wjg.v30.i14.1968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2024] [Revised: 02/15/2024] [Accepted: 03/25/2024] [Indexed: 04/12/2024] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD) is the most prevalent type of chronic liver disease. However, the disease is underappreciated as a remarkable chronic disorder as there are rare managing strategies. Several studies have focused on determining NAFLD-caused hepatocyte death to elucidate the disease pathoetiology and suggest functional therapeutic and diagnostic options. Pyroptosis, ferroptosis, and necroptosis are the main subtypes of non-apoptotic regulated cell deaths (RCDs), each of which represents particular characteristics. Considering the complexity of the findings, the present study aimed to review these types of RCDs and their contribution to NAFLD progression, and subsequently discuss in detail the role of necroptosis in the pathoetiology, diagnosis, and treatment of the disease. The study revealed that necroptosis is involved in the occurrence of NAFLD and its progression towards steatohepatitis and cancer, hence it has potential in diagnostic and therapeutic approaches. Nevertheless, further studies are necessary.
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Affiliation(s)
- Hong-Ju Sun
- Department of General Medicine, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Medical Group), Qingdao 266042, Shandong Province, China
| | - Bo Jiao
- Department of General Medicine, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Medical Group), Qingdao 266042, Shandong Province, China
| | - Yan Wang
- Department of Gastroenterology, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Medical Group), Qingdao 266042, Shandong Province, China
| | - Yue-Hua Zhang
- Department of Medical Administration, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Medical Group), Qingdao 266042, Shandong Province, China
| | - Ge Chen
- Department of Gastroenterology, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Medical Group), Qingdao 266042, Shandong Province, China
- Qingdao Medical College, Qingdao University, Qingdao 266042, Shandong Province, China
| | - Zi-Xuan Wang
- Department of Gastroenterology, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Medical Group), Qingdao 266042, Shandong Province, China
- Qingdao Medical College, Qingdao University, Qingdao 266042, Shandong Province, China
| | - Hong Zhao
- Department of Gastroenterology, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Medical Group), Qingdao 266042, Shandong Province, China
| | - Qing Xie
- Department of Infectious Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Xiao-Hua Song
- Department of Gastroenterology, Qingdao Central Hospital, University of Health and Rehabilitation Sciences (Qingdao Central Medical Group), Qingdao 266042, Shandong Province, China
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12
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Karhiaho IP, Kurki SH, Parviainen HI, Kullamaa L, Färkkilä MA, Matikainen N, Tuomi T. The hidden epidemic: Uncovering incidental fatty liver disease and its metabolic comorbidities by datamining in a hospital data lake - A real-world cohort study. Diabetes Res Clin Pract 2024; 210:111609. [PMID: 38479446 DOI: 10.1016/j.diabres.2024.111609] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 02/20/2024] [Accepted: 03/10/2024] [Indexed: 03/18/2024]
Abstract
AIMS To identify individuals with incidental fatty liver disease (FLD), and to evaluate its prevalence, metabolic co-morbidities and impact on follow-up. METHODS We leveraged the data-lake of Helsinki Uusimaa Hospital district (Finland) with a population of 1.7 million (specialist and primary care). A phrase recognition script on abdominal imaging reports (2008-2020) identified/excluded FLD or cirrhosis; we extracted ICD-codes, laboratory and BMI data. RESULTS Excluding those with other liver diseases, the prevalence of FLD was 29% (steatosis yes/no, N=61,271/155,521; cirrhosis, N=3502). The false positive and negative rates were 5-6%. Only 1.6% of the FLD cases had the ICD code recorded and 32% had undergone full clinical evaluation for associated co-morbidities. Of the 35-65-year-old individuals with FLD, 20% had diabetes, 42% prediabetes and 28% a high liver fibrosis index. FLD was independently predicted by diabetes (OR 1.56, CI 1.46-1.66, p = 2.3 * 10^-41), BMI (1.46, 1.42-1.50, p = 1.7 * 10^-154) and plasma triglyceride level (1.5, 1.43-1.57, p = 3.5 * 10^-68). Alanine aminotransferase level mildly increased (1.12, 1.08-1.16, p = 2.2 * 10^-9) and high age decreased the risk (0.92, 0.89-0.94, p = 4.65*10^-09). Half of the cases had normal ALT. CONCLUSIONS The incidental radiological finding of FLD is reliable and associated with metabolic risks but largely ignored, although it should lead to metabolic and hepatic follow-up.
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Affiliation(s)
- Iiro P Karhiaho
- Endocrinology, Abdominal Center, Helsinki University Hospital, Helsinki, Finland
| | - Samu H Kurki
- Endocrinology, Abdominal Center, Helsinki University Hospital, Helsinki, Finland; Institute for Molecular Medicine Finland, University of Helsinki, Helsinki, Finland
| | - Helka I Parviainen
- Medical Imaging Center, Department of Radiology, Helsinki University Hospital and University of Helsinki and Department of Radiology, Vaasa Central Hospital, Wellbeing Services County of Ostrobothnia, Finland
| | - Liisa Kullamaa
- Endocrinology, Abdominal Center, Helsinki University Hospital, Helsinki, Finland
| | - Martti A Färkkilä
- Gastroenterology, Abdominal Center, Helsinki University Hospital, Helsinki, Finland
| | - Niina Matikainen
- Endocrinology, Abdominal Center, Helsinki University Hospital, Helsinki, Finland; Research Program of Clinical and Molecular Metabolism, University of Helsinki, Helsinki, Finland
| | - Tiinamaija Tuomi
- Endocrinology, Abdominal Center, Helsinki University Hospital, Helsinki, Finland; Institute for Molecular Medicine Finland, University of Helsinki, Helsinki, Finland; Research Program of Clinical and Molecular Metabolism, University of Helsinki, Helsinki, Finland; Folkhälsan Research Centre, Helsinki, Finland; Lund University, Diabetes Centre, Malmo, Sweden.
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13
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Aller R, Calleja JL, Crespo J, Romero-Gómez M, Turnes J, Benmarzouk-Hidalgo OJ, Subirán R, Gil A. Advanced fibrosis associated with non-alcoholic steatohepatitis (NASH) in Spain: results of a Delphi study. GASTROENTEROLOGIA Y HEPATOLOGIA 2024; 47:337-346. [PMID: 37343722 DOI: 10.1016/j.gastrohep.2023.06.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 05/18/2023] [Accepted: 06/14/2023] [Indexed: 06/23/2023]
Abstract
OBJECTIVE To describe in detail the epidemiology, diagnosis, clinical management, treatment options, impact on quality of life and unmet needs of patients with advanced liver fibrosis (F3-F4) associated with non-alcoholic steatohepatitis (NASH) in Spain. METHODOLOGY Delphi study of two rounds of consultation rounds with 41 expert hepatologists from 16 autonomous communities to collect their experience in clinical practice. RESULTS The estimated prevalence of adult patients diagnosed with F3-F4 fibrosis associated with NASH in Spain is 0.019% (95% confidence interval [CI]: 0.019-0.020%). Approximately 7,588 adults with this condition are currently diagnosed and managed in the Digestive System Services of Spanish hospitals, and around 1,881 new patients are diagnosed each year. Management is multidisciplinary and includes the specialties of Digestive System, Endocrinology and Internal Medicine, considering the frequently associated metabolic comorbidities (obesity, type 2 diabetes mellitus or dysmetabolic iron overload). Despite a clear impact on quality of life, this it is not routinely evaluated in clinical practice. The most widely used non-invasive diagnostic techniques are transitional elastography and liver fibrosis index 4 (FIB-4). The absence of effective and safe treatments appears as the main unmet need for the management of these patients. CONCLUSIONS This study provides a representation of the current situation of patients diagnosed with F3-F4 fibrosis associated with NASH in Spain, increasing the evidence available and contributing to informed decision-making by professionals and the health system.
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Affiliation(s)
- Rocío Aller
- Servicio de Gastroenterología, Hospital Clínico Universitario de Valladolid, Valladolid, España
| | - José Luis Calleja
- Servicio de Gastroenterología, Hospital Universitario Puerta de Hierro, Madrid, España
| | - Javier Crespo
- Servicio de Gastroenterología, Hospital Universitario Marqués de Valdecilla, Santander, España
| | - Manuel Romero-Gómez
- Servicio de Gastroenterología, Hospital Universitario Virgen del Rocío, Sevilla, España
| | - Juan Turnes
- Servicio de Gastroenterología, Complejo Hospitalario de Pontevedra, Pontevedra, España
| | | | | | - Alicia Gil
- Omakase Consulting S.L., Barcelona, España.
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14
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Long Q, Luo F, Li B, Li Z, Guo Z, Chen Z, Wu W, Hu M. Gut microbiota and metabolic biomarkers in metabolic dysfunction-associated steatotic liver disease. Hepatol Commun 2024; 8:e0310. [PMID: 38407327 PMCID: PMC10898672 DOI: 10.1097/hc9.0000000000000310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 08/05/2023] [Indexed: 02/27/2024] Open
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD), a replacement of the nomenclature employed for NAFLD, is the most prevalent chronic liver disease worldwide. Despite its high global prevalence, NAFLD is often under-recognized due to the absence of reliable noninvasive biomarkers for diagnosis and staging. Growing evidence suggests that the gut microbiome plays a significant role in the occurrence and progression of NAFLD by causing immune dysregulation and metabolic alterations due to gut dysbiosis. The rapid advancement of sequencing tools and metabolomics has enabled the identification of alterations in microbiome signatures and gut microbiota-derived metabolite profiles in numerous clinical studies related to NAFLD. Overall, these studies have shown a decrease in α-diversity and changes in gut microbiota abundance, characterized by increased levels of Escherichia and Prevotella, and decreased levels of Akkermansia muciniphila and Faecalibacterium in patients with NAFLD. Furthermore, bile acids, short-chain fatty acids, trimethylamine N-oxide, and tryptophan metabolites are believed to be closely associated with the onset and progression of NAFLD. In this review, we provide novel insights into the vital role of gut microbiome in the pathogenesis of NAFLD. Specifically, we summarize the major classes of gut microbiota and metabolic biomarkers in NAFLD, thereby highlighting the links between specific bacterial species and certain gut microbiota-derived metabolites in patients with NAFLD.
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15
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Yang CT, Yao WY, Yang CY, Peng ZY, Ou HT, Kuo S. Lower risks of cirrhosis and hepatocellular carcinoma with GLP-1RAs in type 2 diabetes: A nationwide cohort study using target trial emulation framework. J Intern Med 2024; 295:357-368. [PMID: 37994187 DOI: 10.1111/joim.13751] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2023]
Abstract
BACKGROUND To assess the association of cirrhosis and hepatocellular carcinoma (HCC) with the use of glucagon-like peptide-1 receptor agonists (GLP-1RAs) versus long-acting insulins (LAIs), which are the two commonly prescribed injectable glucose-lowering agents (GLAs) for patients with type 2 diabetes (T2D) after the failure of multiple oral GLAs. METHODS We emulated a target trial using the nationwide data of a Taiwanese cohort with T2D. Incident new users of GLP-1RAs and LAIs during 2013-2018 were identified, and propensity score (PS) matching was applied to ensure between-group comparability in baseline patient characteristics. The primary outcome was the composite liver disease including cirrhosis or HCC. Each patient was followed until the occurrence of a study outcome, death, or the end of 2019, whichever came first. Subdistribution hazard models were employed to assess the treatment-outcome association. Sensitivity (e.g., stabilized inverse probability of treatment weighting analysis, time-dependent analysis), E-value, and negative control outcome analyses were performed to examine the robustness of study findings. RESULTS We included 7171 PS-matched pairs of GLP-1RA and LAI users with no significant between-group differences at baseline. Compared with LAIs, the use of GLP-1RAs was associated with significantly reduced risks of composite liver disease (subdistribution hazard ratio [95% confidence interval]: 0.56 [0.42-0.76]), cirrhosis (0.59 [0.43-0.81]), and HCC (0.47 [0.24-0.93]). Results were consistent across sensitivity analyses and among patients with different baseline characteristics. CONCLUSION Among T2D patients who require injectable GLAs, the use of GLP-1RAs versus LAIs was associated with lower risks of cirrhosis and HCC.
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Affiliation(s)
- Chun-Ting Yang
- Institute of Clinical Pharmacy and Pharmaceutical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston, USA
| | - Wen-Yu Yao
- Institute of Clinical Pharmacy and Pharmaceutical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chen-Yi Yang
- Institute of Clinical Pharmacy and Pharmaceutical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Zi-Yang Peng
- Institute of Clinical Pharmacy and Pharmaceutical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Huang-Tz Ou
- Institute of Clinical Pharmacy and Pharmaceutical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Department of Pharmacy, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Shihchen Kuo
- Institute of Clinical Pharmacy and Pharmaceutical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Division of Metabolism, Endocrinology & Diabetes, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
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Fantasia KL, Austad K, Mohanty A, Long MT, Walkey A, Drainoni ML. Safety-Net Primary Care and Endocrinology Clinicians' Knowledge and Perspectives on Screening for Nonalcoholic Fatty Liver Disease: A Mixed-Methods Evaluation. Endocr Pract 2024; 30:270-277. [PMID: 38184239 DOI: 10.1016/j.eprac.2023.12.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 12/22/2023] [Accepted: 12/27/2023] [Indexed: 01/08/2024]
Abstract
OBJECTIVE Clinical guidelines have expanded the indications for nonalcoholic fatty liver disease (NAFLD) screening to type 2 diabetes mellitus and obesity, which are conditions common in populations who receive care in urban safety-net settings. This study aimed to evaluate safety-net primary care and endocrinology clinicians' knowledge of NAFLD, determine barriers and facilitators to screening, and examine perspectives on the use of electronic health record tools for risk assessment. METHODS Sequential explanatory mixed methods using survey and qualitative interviews with primary care, primary care subspecialty, and endocrinology clinicians in an urban safety-net health care system. RESULTS A total of 109 participants completed the survey (36.5% response rate), and 13 participated in interviews. Most respondents underestimated or did not know the prevalence of NAFLD (68%), did not use the recommended noninvasive tests for risk stratification (65%), and few were comfortable with screening for (27%) or managing (17%) NAFLD. Endocrinologists had greater knowledge of risk factors but lower rates of comfort and more often felt that screening was not their responsibility. The qualitative themes included the following: (1) lack of knowledge about screening, (2) concern for underdiagnosing NAFLD, (3) perception of severity impacts beliefs about screening, (4) screening should occur in primary care but is not normative practice, (5) concerns exist about benefit, (6) competing demands with a complex population hinder screening, and (7) a need for easier ways to integrate screening into practice. CONCLUSION Knowledge gaps may hamper uptake of new guidelines for NAFLD screening in primary care and endocrinology clinics in an urban safety-net health care system. Implementation strategies focused on training and educating clinicians and informed by behavioral economics may increase screening.
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Affiliation(s)
- Kathryn L Fantasia
- Section of Endocrinology Diabetes and Nutrition, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts; Evans Center for Implementation and Improvement Sciences (CIIS), Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts.
| | - Kirsten Austad
- Evans Center for Implementation and Improvement Sciences (CIIS), Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts; Department of Family Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Arpan Mohanty
- Section of Gastroenterology, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Michelle T Long
- Section of Gastroenterology, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts; Medical & Science, Clinical Drug Development, Novo Nordisk A/S, Vandtårnsvej, Søborg, Denmark
| | - Allan Walkey
- Evans Center for Implementation and Improvement Sciences (CIIS), Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts; Section of Pulmonary, Allergy, Critical Care and Sleep, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Mari-Lynn Drainoni
- Evans Center for Implementation and Improvement Sciences (CIIS), Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts; Section of Infectious Diseases, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts; Department of Health Law Policy and Management, Boston University School of Public Health, Boston, Massachusetts
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17
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Verma N, Duseja A, Mehta M, De A, Lin H, Wong VWS, Wong GLH, Rajaram RB, Chan WK, Mahadeva S, Zheng MH, Liu WY, Treeprasertsuk S, Prasoppokakorn T, Kakizaki S, Seki Y, Kasama K, Charatcharoenwitthaya P, Sathirawich P, Kulkarni A, Purnomo HD, Kamani L, Lee YY, Wong MS, Tan EXX, Young DY. Machine learning improves the prediction of significant fibrosis in Asian patients with metabolic dysfunction-associated steatotic liver disease - The Gut and Obesity in Asia (GO-ASIA) Study. Aliment Pharmacol Ther 2024; 59:774-788. [PMID: 38303507 DOI: 10.1111/apt.17891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2023] [Revised: 11/28/2023] [Accepted: 01/20/2024] [Indexed: 02/03/2024]
Abstract
BACKGROUND The precise estimation of cases with significant fibrosis (SF) is an unmet goal in non-alcoholic fatty liver disease (NAFLD/MASLD). AIMS We evaluated the performance of machine learning (ML) and non-patented scores for ruling out SF among NAFLD/MASLD patients. METHODS Twenty-one ML models were trained (N = 1153), tested (N = 283), and validated (N = 220) on clinical and biochemical parameters of histologically-proven NAFLD/MASLD patients (N = 1656) collected across 14 centres in 8 Asian countries. Their performance for detecting histological-SF (≥F2fibrosis) were evaluated with APRI, FIB4, NFS, BARD, and SAFE (NPV/F1-score as model-selection criteria). RESULTS Patients aged 47 years (median), 54.6% males, 73.7% with metabolic syndrome, and 32.9% with histological-SF were included in the study. Patients with SFvs.no-SF had higher age, aminotransferases, fasting plasma glucose, metabolic syndrome, uncontrolled diabetes, and NAFLD activity score (p < 0.001, each). ML models showed 7%-12% better discrimination than FIB-4 to detect SF. Optimised random forest (RF) yielded best NPV/F1 in overall set (0.947/0.754), test set (0.798/0.588) and validation set (0.852/0.559), as compared to FIB4 in overall set (0.744/0.499), test set (0.722/0.456), and validation set (0.806/0.507). Compared to FIB-4, RF could pick 10 times more patients with SF, reduce unnecessary referrals by 28%, and prevent missed referrals by 78%. Age, AST, ALT fasting plasma glucose, and platelet count were top features determining the SF. Sequential use of SAFE < 140 and FIB4 < 1.2 (when SAFE > 140) was next best in ruling out SF (NPV of 0.757, 0.724 and 0.827 in overall, test and validation set). CONCLUSIONS ML with clinical, anthropometric data and simple blood investigations perform better than FIB-4 for ruling out SF in biopsy-proven Asian NAFLD/MASLD patients.
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Affiliation(s)
- Nipun Verma
- Department of Hepatology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Ajay Duseja
- Department of Hepatology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Manu Mehta
- Department of Hepatology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Arka De
- Department of Hepatology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Huapeng Lin
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Vincent Wai-Sun Wong
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Grace Lai-Hung Wong
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Ruveena Bhavani Rajaram
- Gastroenterology and Hepatology Unit, Department of Medicine, Faculty of Medicine, University of Malaya Medical Centre, Kuala Lumpur, Malaysia
| | - Wah-Kheong Chan
- Gastroenterology and Hepatology Unit, Department of Medicine, Faculty of Medicine, University of Malaya Medical Centre, Kuala Lumpur, Malaysia
| | - Sanjiv Mahadeva
- Gastroenterology and Hepatology Unit, Department of Medicine, Faculty of Medicine, University of Malaya Medical Centre, Kuala Lumpur, Malaysia
| | - Ming-Hua Zheng
- NAFLD Research Centre Department of Hepatology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Wen-Yue Liu
- Department of Endocrinology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Sombat Treeprasertsuk
- Division of Gastroenterology, King Chulalongkorn Memorial Hospital, Chulalongkorn University, Bangkok, Thailand
| | - Thaninee Prasoppokakorn
- Division of Gastroenterology, King Chulalongkorn Memorial Hospital, Chulalongkorn University, Bangkok, Thailand
| | - Satoru Kakizaki
- Department of Clinical Research, National Hospital Organization Takasaki General Medical Centre, Takasaki, Japan
| | - Yosuke Seki
- Weight Loss and Metabolic Surgery Centre, Yotsuya Medical Cube, Tokyo, Japan
| | - Kazunori Kasama
- Weight Loss and Metabolic Surgery Centre, Yotsuya Medical Cube, Tokyo, Japan
| | | | - Phalath Sathirawich
- Division of Gastroenterology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Anand Kulkarni
- Asian Institute of Gastroenterology Hospital, Hyderabad, India
| | - Hery Djagat Purnomo
- Faculty of Medicine, Diponegoro University, Kariadi Hospital, Semarang, Indonesia
| | | | - Yeong Yeh Lee
- School of Medical Sciences Universiti Sains Malaysia, Kota Bharu, Malaysia
| | - Mung Seong Wong
- School of Medical Sciences Universiti Sains Malaysia, Kota Bharu, Malaysia
| | - Eunice X X Tan
- Department of Medicine, National University Singapore, Singapore, Singapore
| | - Dan Yock Young
- Department of Medicine, National University Singapore, Singapore, Singapore
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18
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Elhelw O, Ragavan S, Majeed W, Alkhaffaf B, Mohammed N, Senapati S, Ammori BJ, Robinson JA, Syed AA. The impact of bariatric surgery on liver enzymes in people with obesity: A 5-year observational study. Surgeon 2024; 22:e26-e33. [PMID: 37567846 DOI: 10.1016/j.surge.2023.07.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 07/18/2023] [Accepted: 07/20/2023] [Indexed: 08/13/2023]
Abstract
BACKGROUND AND PURPOSE Non-alcoholic fatty liver disease (NAFLD) has increasing worldwide prevalence, fuelled by rising obesity rates, and weight reduction is the mainstay of its management. We sought to study the effect of bariatric surgery, the most effective long-term treatment for obesity and associated metabolic disorders, on liver function in people with obesity. METHODS We performed a retrospective longitudinal cohort study of 511 patients who had undergone bariatric surgery (71 sleeve gastrectomy and 440 gastric bypass) over 60 months of follow-up. Patients were stratified into groups based on their baseline alanine aminotransferase (ALT) into Group A (ALT < 40 U/L) and Group B (ALT > 40 U/L). Postoperative follow-up weight loss, liver function tests, HbA1c, blood pressure and lipid profiles were collected. FINDINGS Bariatric surgery resulted in nadir total weight loss of 33.1% by 24 months (p < 0.001) with no significant difference between groups. In people with raised baseline ALT (Group B), ALT and gamma glutamyl transferase (GGT) levels decreased significantly by 4 months postoperatively (p < 0.001) and sustained over 60 months of follow-up. There was also significant and sustained reduction in HbA1c, blood pressure, total cholesterol, and non-HDL cholesterol overall with no differences between groups. CONCLUSIONS Bariatric surgery results in significant weight loss, improves liver function tests and metabolic outcomes in people with obesity. Bariatric surgery could be a therapeutic consideration for patients with NAFLD associated with severe obesity who have otherwise been unresponsive to conservative management.
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Affiliation(s)
- Omar Elhelw
- School of Medical Sciences, The University of Manchester, Manchester, UK
| | | | - Waseem Majeed
- Diabetes, Endocrinology and Obesity Medicine, Salford Royal Hospital, Northern Care Alliance NHS Foundation Trust, Salford, UK; Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
| | - Bilal Alkhaffaf
- Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK; Oesophago-Gastric and Bariatric Surgery, Salford Royal Hospital, Northern Care Alliance NHS Foundation Trust, Salford, UK
| | - Noor Mohammed
- Gastroenterology, St James's University Hospital, Leeds Teaching Hospitals NHS Trust, Leeds, UK; Leeds Institute of Medical Research, University of Leeds, Leeds, UK
| | - Siba Senapati
- Oesophago-Gastric and Bariatric Surgery, Salford Royal Hospital, Northern Care Alliance NHS Foundation Trust, Salford, UK; University of Salford, Salford, UK
| | - Basil J Ammori
- Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK; Oesophago-Gastric and Bariatric Surgery, Salford Royal Hospital, Northern Care Alliance NHS Foundation Trust, Salford, UK; Bariatric, General, Gastrointestinal and Hepatobiliary Surgery, Burjeel Hospital, Abu Dhabi, United Arab Emirates
| | - James Andrew Robinson
- Gastroenterology, Salford Royal Hospital, Northern Care Alliance NHS Foundation Trust, Salford, UK
| | - Akheel A Syed
- Diabetes, Endocrinology and Obesity Medicine, Salford Royal Hospital, Northern Care Alliance NHS Foundation Trust, Salford, UK; Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK.
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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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20
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Parsa AA, Azama KA, Vawer M, Ona MA, Seto TB. Prevalence Study of MASLD in Adolescent and Young Adult Pacific Islanders and Asians Living in Hawai'i. J Endocr Soc 2024; 8:bvad165. [PMID: 38249431 PMCID: PMC10797323 DOI: 10.1210/jendso/bvad165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Indexed: 01/23/2024] Open
Abstract
Context Nonalcoholic fatty liver disease, renamed metabolic dysfunction-associated steatotic liver disease (MASLD), is the most common cause of chronic liver disease with an estimated worldwide prevalence of 30.1% while clinical practice observations reflect a disproportionately lower prevalence of 1.9%, indicating a condition that is underrecognized in clinical care settings. Screening for MASLD is rarely performed, and little is known about the prevalence in Hawai'i. Objective This pilot aims to develop an understanding of the prevalence and factors associated with MASLD in Hawai'i's adolescent and young adult (AYA) population. Design/Methods Cross-sectional observational pilot study: We used Fibroscan®-liver ultrasonographic vibration-controlled transient elastography (VCTE) to identify MASLD based on controlled attenuation parameter (CAP) scores ≥238 (dB/m) and collected biometric, anthropometric, and Beverage Intake Questionnaire (sugar-sweetened beverage) survey data. Setting The study took place at community clinics in Hawai'i on the island of O'ahu. Participants One hundred individuals were evaluated, age 14 to 34 years. Main Outcome Measures We used VCTE Fibroscan® with CAP scoring to identify the presence of hepatocyte steatosis (fatty liver). Results Overall MASLD prevalence in the sample was 44% (95% confidence interval: 34.1%-54.3%). In participants with MASLD, obese Native Hawaiian and other Pacific Islanders (62%) and nonobese Asians (43%) had the highest rates of MASLD. Conclusion This pilot evaluation of the AYA NHOPI and Asian MASLD population in Hawai'i shows a higher rate of MASLD than those reported in other parts of the United States. Larger population health studies are indicated to expand our knowledge of MASLD in the Hawaiian Islands.
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Affiliation(s)
- Alan A Parsa
- John A. Burns School of Medicine, University of Hawai’i, Honolulu, HI 96813, USA
- Diabetes Research and Education Center of the Pacific, Honolulu, HI 96813, USA
- Department of Medicine, The Queen's Medical Center, Honolulu, HI 96813, USA
| | - Katie A Azama
- Department of Medicine, The Queen's Medical Center, Honolulu, HI 96813, USA
- Nancy Atmospera-Walch School of Nursing, University of Hawai’i, Honolulu, HI 96822, USA
| | - May Vawer
- Diabetes Research and Education Center of the Pacific, Honolulu, HI 96813, USA
- Department of Medicine, The Queen's Medical Center, Honolulu, HI 96813, USA
| | - Mel A Ona
- John A. Burns School of Medicine, University of Hawai’i, Honolulu, HI 96813, USA
| | - Todd B Seto
- John A. Burns School of Medicine, University of Hawai’i, Honolulu, HI 96813, USA
- Department of Medicine, The Queen's Medical Center, Honolulu, HI 96813, USA
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21
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Peng W, He CX, Li RL, Qian D, Wang LY, Chen WW, Zhang Q, Wu CJ. Zanthoxylum bungeanum amides ameliorates nonalcoholic fatty liver via regulating gut microbiota and activating AMPK/Nrf2 signaling. JOURNAL OF ETHNOPHARMACOLOGY 2024; 318:116848. [PMID: 37423515 DOI: 10.1016/j.jep.2023.116848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 06/24/2023] [Accepted: 06/24/2023] [Indexed: 07/11/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Zanthoxylum bungeanum Maxim. (Rutaceae) is a known herbal medicine with various bioactivities, including anti-obesity, lipid-lowering, learning & memory improving and anti-diabetes, and amides in Z. bungeanum (AZB) are considered as the major active agents for its bioactivities. AIM OF THE STUDY This research was carried out to uncover the anti-NAFL effect of AZB and its corresponding molecular mechanisms. METHODS The central composite design-response surface methodology (CCD-RSM) was utilized to optimize the AZB extraction process, and the anti-NAFL effect of AZB was investigated on high fat diet (HFD) fed mice (HFD mice). The levels of ROS in liver tissues were determined using laser confocal microscopy with DCFH-DA probe staining, and anti-enzymes (such as HO-1, SOD, CAT & GSH-PX) and MDA in liver tissues were measured using commercial detecting kits. GC-MS was used to determine the short-chain fatty acids (SCFAs) contents in feces and blood of mice. 16S high-throughput sequencing, western blotting (WB) assay and immunofluorescence (IF) were used to explore the intestinal flora changes in mice and the potential mechanisms of AZB for treatment of NAFL. RESULTS Our results showed AZB reduced body weight, alleviated liver pathological changes, reduced fat accumulation, and improved oxidative stress in HFD mice. In addition, we also found AZB improved OGTT and ITT, reduced TG, TC, LDL-C, whereas increased HDL-C in HFD mice. AZB increased total number of the species and interspecies kinship of gut microbiota and reduced the richness and diversity of gut microbiota in HFD mice. Moreover, AZB decreased the ratio of Firmicutes/Bacteroidota, whereas increased the abundance of Allobaculum, Bacteroides and Dubosiella in feces of HFD-fed mice. Furthermore, AZB increased the production of SCFAs, and up-regulated the phosphorylation of AMPK and increased the nuclear transcription of Nrf2 in liver of HFD mice. CONCLUSION Collectively, our results suggested AZB can improve NAFL, which could reduce body weight, reverse liver lesions and fat accumulation, improve oxidative stress in liver tissues of HFD mice. Furthermore, the mechanisms are related to increase of the abundance of high-producing bacteria for SCFAs (e.g. Allobaculum, Bacteroides and Dubosiella) to activate AMPK/Nrf2 signaling.
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Affiliation(s)
- Wei Peng
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, China
| | - Cheng-Xun He
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, China
| | - Ruo-Lan Li
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, China
| | - Die Qian
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, China
| | - Ling-Yu Wang
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, China
| | - Wen-Wen Chen
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, China
| | - Qing Zhang
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, China.
| | - Chun-Jie Wu
- Innovative Institute of Chinese Medicine and Pharmacy/Academy for Interdiscipline, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, China.
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Lee NH, Jeong SJ, Wang JH, Choi YJ, Oh HM, Cho JH, Ahn YC, Son CG. The Clinical Diagnosis-Based Nationwide Epidemiology of Metabolic Dysfunction-Associated Liver Disease in Korea. J Clin Med 2023; 12:7634. [PMID: 38137703 PMCID: PMC10744038 DOI: 10.3390/jcm12247634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 12/11/2023] [Accepted: 12/11/2023] [Indexed: 12/24/2023] Open
Abstract
BACKGROUND Although most epidemiological studies have been conducted using a relatively small population or subjects who had medical screenings, the present study aimed to investigate the incidence and prevalence of MASLD (formerly NAFLD) in Korea using nationwide registry data provided by the Health Insurance Review and Assessment Service (HIRA). METHODS Using nationwide medical records provided by HIRA, we analyzed the entire dataset of patients with MASL (KCD10-K76.0) and MASH (KCD10-K75.8) from 2010 to 2021 and calculated the incidence and prevalence by year, age, and gender. The prevalence and incidence rates were calculated by analyzing the HIRA data covering almost the entire population of Korea for 12 years, from 2010 to 2021, with an average population of 50,856,244 during this period. Statistical analyses included calculating confidence intervals using Ulm's formula and conducting sex- and age-specific analyses with a Cochran-Armitage test for trends. RESULTS The annual incidence of MASL/MASH increased significantly from 9.71/0.37 in 2010 to 13.95/5.52 per 1000 persons in 2021 (p < 0.01). The annual prevalence of MASL increased from 15.69 in 2010 to 34.23 per 1000 persons in 2021, while the annual prevalence of MASH increased from 0.49 to 9.79 per 1000 persons between 2010 and 2021 (p < 0.01). Regarding the sex-dimorphic feature of MASLD, there was a male predominance in those < 50 years old but a female predominance in those ≥ 50 years old for the incidence and prevalence of MASL and the incidence of MASH. CONCLUSION The incidence of MASL increased by 3% to 4% every year, while the incidence of MASH increased 14.91-fold from 2010 to 2021. The increasing trend is noteworthy compared with previous reports.
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Affiliation(s)
- Nam-Hun Lee
- East-West Cancer Center, Cheonan Korean Medical Hospital, Daejeon University, 4 Notaesan-ro, Seobuk-gu, Cheonan-si 31099, Republic of Korea;
| | - Seok-Ju Jeong
- Health Insurance Review & Assessment Service, Dunsanbuk-ro 121, Seo-gu, Daejeon 35236, Republic of Korea;
| | - Jing-Hua Wang
- Liver-Immunology Research Center, Daejeon University, 176 Daedeok-daero, Seo-gu, Daejeon 35235, Republic of Korea; (J.-H.W.); (Y.-J.C.); (H.-M.O.); (J.-H.C.)
| | - Yu-Jin Choi
- Liver-Immunology Research Center, Daejeon University, 176 Daedeok-daero, Seo-gu, Daejeon 35235, Republic of Korea; (J.-H.W.); (Y.-J.C.); (H.-M.O.); (J.-H.C.)
| | - Hyeon-Muk Oh
- Liver-Immunology Research Center, Daejeon University, 176 Daedeok-daero, Seo-gu, Daejeon 35235, Republic of Korea; (J.-H.W.); (Y.-J.C.); (H.-M.O.); (J.-H.C.)
| | - Jung-Hyo Cho
- Liver-Immunology Research Center, Daejeon University, 176 Daedeok-daero, Seo-gu, Daejeon 35235, Republic of Korea; (J.-H.W.); (Y.-J.C.); (H.-M.O.); (J.-H.C.)
| | - Yo-Chan Ahn
- Department of Health Service Management, Daejeon University, 62 Daehak-ro, Dong-gu, Daejeon 35620, Republic of Korea;
| | - Chang-Gue Son
- Liver-Immunology Research Center, Daejeon University, 176 Daedeok-daero, Seo-gu, Daejeon 35235, Republic of Korea; (J.-H.W.); (Y.-J.C.); (H.-M.O.); (J.-H.C.)
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23
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Ho B, Thompson A, Jorgensen AL, Pirmohamed M. Role of fatty liver index in risk-stratifying comorbid disease outcomes in non-alcoholic fatty liver disease. JHEP Rep 2023; 5:100896. [PMID: 37928746 PMCID: PMC10624587 DOI: 10.1016/j.jhepr.2023.100896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 07/03/2023] [Accepted: 08/03/2023] [Indexed: 11/07/2023] Open
Abstract
Background & Aims Population screening for non-alcoholic fatty liver disease (NAFLD) and associated comorbidities remains an unaddressed clinical need. We aimed to assess the utility of the fatty liver index (FLI) for risk stratification of NAFLD and related comorbidities using the UK Biobank. Methods Electronic health records and liver MRI-proton density fat fraction (PDFF) were used to define NAFLD cases. FLI was calculated and individuals with high alcohol intake and other liver diseases were excluded. Using listwise deletion analysis, the area under receiver-operating characteristic curve (AUROC) of FLI for NAFLD risk was determined. Thereafter, time-dependent covariate-adjusted Cox regression models were used to estimate FLI's risk stratification potential for comorbidities of interest. Results FLI was derived for 327,800 individuals with a median age of 58 (IQR 51.5-64.5), of whom 59.8% were females. Using Perspectum Diagnostics and AMRA protocols as references, FLI identified the risk of NAFLD with AUROCs (95% CI, n) of 0.858 (0.848-0.867, n = 7,566) and 0.851 (0.844-0.856, n = 10,777), respectively. Intermediate and high-risk FLI was associated with increased cardiometabolic and malignant disease. In the first 3 years, high-risk FLI conferred an increased risk (adjusted hazard ratio, 95% CI) of ischaemic heart disease (2.14, 1.94-2.36), hypertension (2.84, 2.70-2.98), type 2 diabetes mellitus (4.55, 4.04-5.12), dyslipidaemia (2.48, 2.32-2.64), ischaemic stroke (1.31, 1.20-1.42) and hepatic malignancy (1.69, 1.23-2.30). FLI was not associated with risk of extrahepatic malignancy but was associated with a higher risk of specific cancers (colon, upper gastrointestinal and breast). All-cause mortality was similarly stratified by FLI, independently of non-invasive fibrosis scores. Conclusions FLI identifies NAFLD and holds potential for the risk stratification of cardiometabolic and malignant disease outcomes (including some extrahepatic malignancies), as well as all-cause mortality. Its use in population screening for primary and secondary prevention of NAFLD should be considered. Impact and implications Our analysis using the UK Biobank study shows the potential of the fatty liver index as a risk stratification tool for identifying the risk of developing NAFLD, ischaemic heart disease, ischaemic stroke, type 2 diabetes mellitus, hypertension, hyperlipidaemia, hepatic malignancy, specific metabolism-related malignancies and all-cause mortality. These results suggest that the fatty liver index should be considered as a non-invasive steatosis score that may help guide primary prevention strategies for NAFLD and related outcomes.
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Affiliation(s)
- Brian Ho
- Wolfson Centre for Personalised Medicine, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
- Department of Pharmacology and Therapeutics, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
| | - Andrew Thompson
- Wolfson Centre for Personalised Medicine, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
- Department of Pharmacology and Therapeutics, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
- Health Analytics, Lane Clark & Peacock LLP, London, UK
| | - Andrea L Jorgensen
- Biostatistics, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
| | - Munir Pirmohamed
- Wolfson Centre for Personalised Medicine, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
- Department of Pharmacology and Therapeutics, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
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Huang DQ, Singal AG, Kanwal F, Lampertico P, Buti M, Sirlin CB, Nguyen MH, Loomba R. Hepatocellular carcinoma surveillance - utilization, barriers and the impact of changing aetiology. Nat Rev Gastroenterol Hepatol 2023; 20:797-809. [PMID: 37537332 DOI: 10.1038/s41575-023-00818-8] [Citation(s) in RCA: 22] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/30/2023] [Indexed: 08/05/2023]
Abstract
Hepatocellular carcinoma (HCC) is the third leading cause of cancer death worldwide. Surveillance for HCC is critical for early detection and treatment, but fewer than one-quarter of individuals at risk of HCC undergo surveillance. Multiple failures across the screening process contribute to the underutilization of surveillance, including limited disease awareness among patients and health-care providers, knowledge gaps, and difficulty recognizing patients who are at risk. Non-alcoholic fatty liver disease and alcohol-associated liver disease are the fastest-rising causes of HCC-related death worldwide and are associated with unique barriers to surveillance. In particular, more than one-third of patients with HCC related to non-alcoholic fatty liver disease do not have cirrhosis and therefore lack a routine indication for HCC surveillance on the basis of current practice guidelines. Semi-annual abdominal ultrasound with measurement of α-fetoprotein levels is recommended for HCC surveillance, but the sensitivity of this approach for early HCC is limited, especially for patients with cirrhosis or obesity. In this Review, we discuss the current status of HCC surveillance and the remaining challenges, including the changing aetiology of liver disease. We also discuss strategies to improve the utilization and quality of surveillance for HCC.
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Affiliation(s)
- Daniel Q Huang
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore, Singapore.
| | - Amit G Singal
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Fasiha Kanwal
- Center for Innovations in Quality, Effectiveness and Safety (IQuESt), Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas, USA
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas, USA
| | - Pietro Lampertico
- Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Division of Gastroenterology and Hepatology, Milan, Italy
- CRC "A. M. and A. Migliavacca" Center for Liver Disease, Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | - Maria Buti
- Liver Unit, Department of Internal Medicine, Hospital Universitari Valle d'Hebron, Vall d'Hebron Barcelona Hospital Campus, Universitat Autònoma de Barcelona, Barcelona, Spain
- CIBER-EHD del Instituto Carlos III, Barcelona, Spain
| | - Claude B Sirlin
- Liver Imaging Group, Department of Radiology, UCSD School of Medicine, San Diego, CA, USA
| | - Mindie H Nguyen
- Department of Epidemiology and Population Health, Stanford University Medical Center, Stanford University, Palo Alto, CA, USA
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Stanford University, Palo Alto, CA, USA
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, San Diego, CA, USA
- Division of Epidemiology, Department of Family Medicine and Public Health, University of California at San Diego, San Diego, CA, USA
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25
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Li K, Yin J, Qin Z, Ma B, He R, Zhuoma D, Wang Z, Liu Q, Zhao X. Age at menarche and metabolic dysfunction-associated fatty liver disease: Evidence from a large population-based epidemiological study in Southwest China. Prev Med 2023; 177:107776. [PMID: 37951543 DOI: 10.1016/j.ypmed.2023.107776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 10/29/2023] [Accepted: 11/08/2023] [Indexed: 11/14/2023]
Abstract
BACKGROUND The relationship between age at menarche and metabolic dysfunction-associated fatty liver disease remains largely not clear. The objective of this study was to examine the association between age at menarche (AAM) and metabolic dysfunction-associated fatty liver disease (MAFLD) in Chinese women and whether any observed associations were mediated by early adulthood adiposity. METHODS The cross-sectional study included 46,873 Chinese women, aged 30-79 from baseline data of the China Multi-Ethnic Cohort study. Logistic regression models were used to evaluate the association between AAM and MAFLD. Mediation analysis was adopted to examine whether early adulthood adiposity (around 25 years) mediated the association between AAM and MAFLD. RESULTS AAM was linearly and inversely associated with the risk of MAFLD (P for nonlinearity =0.743). In a multivariable-adjusted model, the odds ratios and 95% confidence interval (ORs (95% CI)) for MAFLD comparing menarche at <12, 12, 13, 15, 16, 17, ≥18 years to menarche at 14 years were 1.290 (1.082-1.537), 1.172 (1.068-1.285), 1.042 (0.960-1.131), 0.937 (0.861-1.020), 0.911(0.835-0.994), 0.868 (0.786-0.959), and 0.738 (0.670-0.814), respectively (P for trend <0.001). The 6.4% increased MAFLD risk was associated with each preceding year in AAM. The association between AAM and MAFLD was modified by age, ethnicity, and menopause. Early adulthood adiposity partially mediated this association. CONCLUSION The findings of this study suggest that obesity prevention strategies are needed from young adulthood in women who undergo early menarche to reduce the risk of MAFLD.
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Affiliation(s)
- Kehan Li
- Department of Health Behavior and Social Medicine, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jianzhong Yin
- Department of Nutrition and Food Hygiene, School of Public Health, Kunming Medical University, Kunming, Yunan, China; Baoshan College of Traditional Chinese Medicine, Baoshan, Yunan, China
| | - Zixiu Qin
- School of Public Health, The Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guiyang, Guizhou, China
| | - Bangjing Ma
- Qingbaijiang District Center for Disease Control and Prevention, Chengdu, Sichuan, China
| | - Ruifeng He
- Tibet Center for Disease Control and Prevention, Lhasa, Tibet, China
| | - Duoji Zhuoma
- School of Medicine, Tibet University, Lhasa, Tibet, China
| | - Zihao Wang
- Chongqing Municipal Center for Disease Control and Prevention, Chongqing, China
| | - Qiaolan Liu
- Department of Health Behavior and Social Medicine, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China.
| | - Xing Zhao
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China
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Roca-Fernandez A, Banerjee R, Thomaides-Brears H, Telford A, Sanyal A, Neubauer S, Nichols TE, Raman B, McCracken C, Petersen SE, Ntusi NA, Cuthbertson DJ, Lai M, Dennis A, Banerjee A. Liver disease is a significant risk factor for cardiovascular outcomes - A UK Biobank study. J Hepatol 2023; 79:1085-1095. [PMID: 37348789 DOI: 10.1016/j.jhep.2023.05.046] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 05/25/2023] [Accepted: 05/31/2023] [Indexed: 06/24/2023]
Abstract
BACKGROUND & AIMS Chronic liver disease (CLD) is associated with increased cardiovascular disease (CVD) risk. We investigated whether early signs of liver disease (measured by iron-corrected T1-mapping [cT1]) were associated with an increased risk of major CVD events. METHODS Liver disease activity (cT1) and fat (proton density fat fraction [PDFF]) were measured using LiverMultiScan® between January 2016 and February 2020 in the UK Biobank imaging sub-study. Using multivariable Cox regression, we explored associations between liver cT1 (MRI) and primary CVD (coronary artery disease, atrial fibrillation [AF], embolism/vascular events, heart failure [HF] and stroke), and CVD hospitalisation and all-cause mortality. Liver blood biomarkers, general metabolism biomarkers, and demographics were also included. Subgroup analysis was conducted in those without metabolic syndrome (defined as at least three of: a large waist, high triglycerides, low high-density lipoprotein cholesterol, increased systolic blood pressure, or elevated haemoglobin A1c). RESULTS A total of 33,616 participants (mean age 65 years, mean BMI 26 kg/m2, mean haemoglobin A1c 35 mmol/mol) had complete MRI liver data with linked clinical outcomes (median time to major CVD event onset: 1.4 years [range: 0.002-5.1]; follow-up: 2.5 years [range: 1.1-5.2]). Liver disease activity (cT1), but not liver fat (PDFF), was associated with higher risk of any major CVD event (hazard ratio 1.14; 95% CI 1.03-1.26; p = 0.008), AF (1.30; 1.12-1.51; p <0.001); HF (1.30; 1.09-1.56; p= 0.004); CVD hospitalisation (1.27; 1.18-1.37; p <0.001) and all-cause mortality (1.19; 1.02-1.38; p = 0.026). FIB-4 index was associated with HF (1.06; 1.01-1.10; p = 0.007). Risk of CVD hospitalisation was independently associated with cT1 in individuals without metabolic syndrome (1.26; 1.13-1.4; p <0.001). CONCLUSION Liver disease activity, by cT1, was independently associated with a higher risk of incident CVD and all-cause mortality, independent of pre-existing metabolic syndrome, liver fibrosis or fat. IMPACT AND IMPLICATIONS Chronic liver disease (CLD) is associated with a twofold greater incidence of cardiovascular disease. Our work shows that early liver disease on iron-corrected T1 mapping was associated with a higher risk of major cardiovascular disease (14%), cardiovascular disease hospitalisation (27%) and all-cause mortality (19%). These findings highlight the prognostic relevance of a comprehensive evaluation of liver health in populations at risk of CVD and/or CLD, even in the absence of clinical manifestations or metabolic syndrome, when there is an opportunity to modify/address risk factors and prevent disease progression. As such, they are relevant to patients, carers, clinicians, and policymakers.
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Affiliation(s)
| | - Rajarshi Banerjee
- Perspectum Ltd., Oxford, United Kingdom; Oxford University Hospitals Foundation Trust, Oxford, United Kingdom
| | | | | | - Arun Sanyal
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University School of Medicine, Richmond, VA, United States
| | - Stefan Neubauer
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, United Kingdom
| | - Thomas E Nichols
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Betty Raman
- Oxford University Hospitals Foundation Trust, Oxford, United Kingdom; Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, United Kingdom
| | - Celeste McCracken
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, United Kingdom
| | - Steffen E Petersen
- William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University London, Charterhouse Square, London, United Kingdom; Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, West Smithfield, London, UK; Health Data Research UK, London, UK; Alan Turing Institute, London, UK
| | - Ntobeko Ab Ntusi
- Division of Cardiology, Department of Medicine, University of Cape Town and Groote Schuur, J46, Old Main Building, Main Road, Observatory, Cape Town, 7925, South Africa
| | - Daniel J Cuthbertson
- Department of Cardiovascular and Metabolic Medicine, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK; Liverpool University Hospitals NHS Foundation Trust, Liverpool, UK
| | - Michele Lai
- Department of Medicine, Liver Centre, Beth Israel Deaconess Medical Centre, Harvard Medical School, 110 Francis Street, Suite 4A, Boston, USA
| | | | - Amitava Banerjee
- University College London Hospitals National Health Service Trust, London, United Kingdom; Institute of Health Informatics, University College London, London, United Kingdom; Barts Health National Health Service Trust, The Royal London Hospital, London, United Kingdom.
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Yu Q, Lei Z, Ma W, Yang F, Tang H, Xiao Q, Tang X, Si A, Yang P, Zhou N, Cheng Z. Postoperative Prognosis of Non-alcoholic Fatty Liver Disease-Associated Intrahepatic Cholangiocarcinoma: a Multi-center Propensity Score Matching Analysis. J Gastrointest Surg 2023; 27:2403-2413. [PMID: 37582919 DOI: 10.1007/s11605-023-05794-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 07/29/2023] [Indexed: 08/17/2023]
Abstract
BACKGROUND AND AIMS The incidence of intrahepatic cholangiocarcinoma (ICC) in non-alcoholic fatty liver disease (NAFLD) is increasing gradually. The prognosis of NAFLD-ICC has not been well studied. We aim to investigate the prognosis of patients with NAFLD-ICC after curative-intent partial hepatectomy (PH). METHODS Multi-center data from January 2003 to January 2014 were retrospectively analyzed. The prognosis of ICC was analyzed using PSM and compared with hepatitis B virus (HBV)-related ICC. RESULTS A total of 898 patients with ICC were included in this study. Of them, 199 (22.2%) were NAFLD-ICC, and 699 (77.8%) were HBV-ICC. Multivariate analysis showed that CA19-9 ≥ 37 U/mL, microvascular invasion, tumor size > 5 cm, multiple tumors, and lymph node (LN) metastasis were independent risk factors for early recurrence (ER) in ICC patients. After a 1:1 PSM, NAFLD-ICC has worse 5-year overall survival (OS) (24.0% vs. 48.9%), 5-year recurrence (80.9% vs. 55.0%), and ER (58.5% vs. 30.0%) than that of HBV-ICC (all P < 0.01). Multivariable analysis showed NAFLD was an independent risk factor for OS (hazard ratio [HR] 2.26, 95% CI 1.63-3.13, P < 0.001), tumor recurrence (HR 2.24, 95%CI 1.61-3.10, P < 0.001) and ER (HR 2.23, 95%CI 1.60-3.09, P < 0.001) in patients with ICC after PH. The sensitivity analysis indicated that NAFLD-ICC patients were more likely to experience ER. CONCLUSION Compared with HBV-ICC, NAFLD-ICC has a worse prognosis and was more likely to relapse early. More frequent surveillance should be considered.
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Affiliation(s)
- Qiushi Yu
- School of Medicine, Hepato-Pancreato-Biliary Center, Zhongda Hospital, Southeast University, Nanjing, 210009, China
| | - Zhengqing Lei
- School of Medicine, Hepato-Pancreato-Biliary Center, Zhongda Hospital, Southeast University, Nanjing, 210009, China
| | - Weihu Ma
- School of Medicine, Hepato-Pancreato-Biliary Center, Zhongda Hospital, Southeast University, Nanjing, 210009, China
| | - Facai Yang
- School of Medicine, Hepato-Pancreato-Biliary Center, Zhongda Hospital, Southeast University, Nanjing, 210009, China
| | - Haolan Tang
- School of Medicine, Hepato-Pancreato-Biliary Center, Zhongda Hospital, Southeast University, Nanjing, 210009, China
| | - Qianru Xiao
- School of Medicine, Hepato-Pancreato-Biliary Center, Zhongda Hospital, Southeast University, Nanjing, 210009, China
| | - Xuewu Tang
- School of Medicine, Hepato-Pancreato-Biliary Center, Zhongda Hospital, Southeast University, Nanjing, 210009, China
| | - Anfeng Si
- Department of Surgical Oncology, Qin Huai Medical District of Jinling Hospital, Nanjing Medical University, Nanjing, 210009, China
| | - Pinghua Yang
- Department of Minimally Invasive Surgery, the Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, 200438, China
| | - Nan Zhou
- Key Laboratory of Environmental Medicine and Engineering of Ministry of Education, Department of Epidemiology and Health Statistics, School of Public Health, Southeast University, Nanjing, 210009, China
| | - Zhangjun Cheng
- School of Medicine, Hepato-Pancreato-Biliary Center, Zhongda Hospital, Southeast University, Nanjing, 210009, China.
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Chen R, Petrazzini BO, Nadkarni G, Rocheleau G, Bansal M, Do R. Machine Learning Enables Single-Score Assessment of MASLD Presence and Severity. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.10.24.23297423. [PMID: 37961657 PMCID: PMC10635186 DOI: 10.1101/2023.10.24.23297423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) affects 30% of the global population but is often underdiagnosed. To fill this diagnostic gap, we developed a digital score reflecting presence and severity of MASLD. We fitted a machine learning model to electronic health records from 37,212 UK Biobank participants with proton density fat fraction measurements and/or a MASLD diagnosis to generate a "MASLD score". In holdout testing, our model achieved areas under the receiver-operating curve of 0.83-0.84 for MASLD diagnosis and 0.90-0.91 for identifying MASLD-associated advanced fibrosis. MASLD score was significantly associated with MASLD risk factors, progression to cirrhosis, and mortality. External testing in 252,725 diverse American participants demonstrated consistent results, and hepatologist chart review showed MASLD score identified probable MASLD underdiagnosis. The MASLD score could improve early diagnosis and intervention of chronic liver disease by providing a non-invasive, low-cost method for population-wide screening of MASLD.
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Affiliation(s)
- Robert Chen
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Medical Scientist Training Program, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ben Omega Petrazzini
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center for Genomic Data Analytics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Girish Nadkarni
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ghislain Rocheleau
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center for Genomic Data Analytics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Meena Bansal
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Division of Hepatology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ron Do
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center for Genomic Data Analytics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Romero-Gómez M, Zelber-Sagi S, Martín F, Bugianesi E, Soria B. Nutrition could prevent or promote non-alcoholic fatty liver disease: an opportunity for intervention. BMJ 2023; 383:e075179. [PMID: 37813416 PMCID: PMC10561058 DOI: 10.1136/bmj-2023-075179] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/11/2023]
Affiliation(s)
- Manuel Romero-Gómez
- UCM Digestive Diseases and Ciberehd. Virgen del Rocío University Hospital, Spain
- Institute of Biomedicine of Seville (HUVR/CSIC/US), Spain
- Department of Medicine, University of Seville, Seville, Spain
| | - Shira Zelber-Sagi
- School of Public Health, University of Haifa, Haifa, Israel
- Department of Gastroenterology, Tel-Aviv Medical Center, Tel-Aviv, Israel
| | - Franz Martín
- Andalusian Center of Molecular Biology and Regenerative Medicine (CABIMER), Pablo de Olavide University, University of Seville, Spain
- Biomedical Research Network on Diabetes and Related Metabolic Diseases (CIBERDEM), Instituto de Salud Carlos III, Madrid, Spain
| | - Elisabetta Bugianesi
- Department of Medical Sciences, University of Turin, Turin, Italy
- Division of Gastroenterology, Città Della Salute e Della Scienza University-Hospital, Turin, Italy
| | - Bernat Soria
- Unit of Advanced Therapies and Regenerative Medicine, Health Research Institute of the Dr Balmis University Hospital of Alicante (ISABIAL), Institute of Bioengineering University Miguel Hernández, CIBERDEM, Instituto de Salud Carlos III, Madrid, Spain
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Ilagan-Ying YC, Banini BA, Do A, Lam R, Lim JK. Screening, Diagnosis, and Staging of Non-Alcoholic Fatty Liver Disease (NAFLD): Application of Society Guidelines to Clinical Practice. Curr Gastroenterol Rep 2023; 25:213-224. [PMID: 37768417 DOI: 10.1007/s11894-023-00883-8] [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] [Accepted: 08/09/2023] [Indexed: 09/29/2023]
Abstract
PURPOSE OF REVIEW Metabolic dysfunction-associated steatotic liver disease (MASLD), formerly nonalcoholic fatty liver disease (NAFLD), is the most common chronic liver disease affecting 30% of the global population. In this article, we summarize current expert guidelines, review clinical practice implications, and provide insight into the utility of non-invasive tests (NITs). RECENT FINDINGS The burden of MASLD is growing with the obesity epidemic, yet disease awareness and diagnosis is low. Patients can progress to metabolic dysfunction-associated steatohepatitis (MASH, formerly NASH), which can advance to liver fibrosis, cirrhosis, hepatic decompensation, and liver cancer. NITs help identify high-risk patients who may benefit from specialty referral and MASH-directed therapy. Global societies offer various recommendations for the screening and diagnosis of MASLD utilizing evidence-based, widely accessible methods such as serum indices, NITs, and liver biopsy. Several targeted steatotic liver disease (SLD) screening tools and novel therapies are under development.
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Affiliation(s)
- Ysabel C Ilagan-Ying
- Section of Digestive Diseases, Department of Internal Medicine, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06520, USA
| | - Bubu A Banini
- Section of Digestive Diseases, Department of Internal Medicine, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06520, USA
- Yale Liver Center, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06520, USA
| | - Albert Do
- Section of Digestive Diseases, Department of Internal Medicine, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06520, USA
- Yale Liver Center, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06520, USA
| | - Robert Lam
- Section of Digestive Diseases, Department of Internal Medicine, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06520, USA
- Yale Liver Center, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06520, USA
| | - Joseph K Lim
- Section of Digestive Diseases, Department of Internal Medicine, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06520, USA.
- Yale Liver Center, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06520, USA.
- Section of Digestive Diseases and Liver Center, 333 Cedar Street, LMP 1080, New Haven, CT, 06520, USA.
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Eskridge W, Cryer DR, Schattenberg JM, Gastaldelli A, Malhi H, Allen AM, Noureddin M, Sanyal AJ. Metabolic Dysfunction-Associated Steatotic Liver Disease and Metabolic Dysfunction-Associated Steatohepatitis: The Patient and Physician Perspective. J Clin Med 2023; 12:6216. [PMID: 37834859 PMCID: PMC10573476 DOI: 10.3390/jcm12196216] [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: 07/26/2023] [Revised: 09/19/2023] [Accepted: 09/19/2023] [Indexed: 10/15/2023] Open
Abstract
Diagnosing and managing metabolic dysfunction-associated steatotic liver disease (MASLD) remains a major challenge in primary care due to lack of agreement on diagnostic tools, difficulty in identifying symptoms and determining their cause, absence of approved pharmacological treatments, and limited awareness of the disease. However, prompt diagnosis and management are critical to preventing MASLD from progressing to more severe forms of liver disease. This highlights the need to raise awareness and improve understanding of MASLD among both patients and physicians. The patient perspective is invaluable to advancing our knowledge of this disease and how to manage it, as their perspectives have led to the growing recognition that patients experience subtle symptoms and that patient-reported outcomes should be incorporated into drug development. This review and expert opinion examine MASLD and metabolic dysfunction-associated steatohepatitis from the patient and physician perspective from pre-diagnosis to diagnosis and early care, through to progression to advanced liver damage. Specifically, the paper dives into the issues patients and physicians experience, and, in turn, what is required to improve diagnosis and management, including tips and tools to empower patients and physicians dealing with MASLD.
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Affiliation(s)
| | | | - Jörn M. Schattenberg
- Metabolic Liver Research Program, Department of Medicine, University Medical Center of the Johannes Gutenberg University, 155131 Mainz, Germany
| | - Amalia Gastaldelli
- Cardiometabolic Risk Laboratory, Institute of Clinical Physiology, Italian National Research Council CNR, 00133 Pisa, Italy
| | - Harmeet Malhi
- Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55901, USA
| | - Alina M. Allen
- Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55901, USA
| | - Mazen Noureddin
- Fatty Liver Program, Karsh Division of Gastroenterology and Hepatology, Cedar Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Arun J. Sanyal
- Stravitz-Sanyal Institute of Liver Disease and Metabolic Health, VCU School of Medicine and Health System and Division of Gastroenterology, Department of Internal Medicine, VCU School of Medicine, Richmond, VA 23298, USA
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Lazarus JV, Han H, Mark HE, Alqahtani SA, Schattenberg JM, Soriano JB, White TM, Zelber-Sagi S, Dirac MA. The global fatty liver disease Sustainable Development Goal country score for 195 countries and territories. Hepatology 2023; 78:911-928. [PMID: 37595128 PMCID: PMC10442089 DOI: 10.1097/hep.0000000000000361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 02/26/2023] [Indexed: 08/20/2023]
Abstract
BACKGROUND AND AIMS Fatty liver disease is highly prevalent, resulting in overarching wellbeing and economic costs. Addressing it requires comprehensive and coordinated multisectoral action. We developed a fatty liver disease Sustainable Development Goal (SDG) country score to provide insights into country-level preparedness to address fatty liver disease through a whole-of-society lens. APPROACH AND RESULTS We developed 2 fatty liver disease-SDG score sets. The first included 6 indicators (child wasting, child overweight, noncommunicable disease mortality, a universal health coverage service coverage index, health worker density, and education attainment), covering 195 countries and territories between 1990 and 2017. The second included the aforementioned indicators plus an urban green space indicator, covering 60 countries and territories for which 2017 data were available. To develop the fatty liver disease-SDG score, indicators were categorized as "positive" or "negative" and scaled from 0 to 100. Higher scores indicate better preparedness levels. Fatty liver disease-SDG scores varied between countries and territories (n = 195), from 14.6 (95% uncertainty interval: 8.9 to 19.4) in Niger to 93.5 (91.6 to 95.3) in Japan; 18 countries and territories scored > 85. Regionally, the high-income super-region had the highest score at 88.8 (87.3 to 90.1) in 2017, whereas south Asia had the lowest score at 44.1 (42.4 to 45.8). Between 1990 and 2017, the fatty liver disease-SDG score increased in all super-regions, with the greatest increase in south Asia, but decreased in 8 countries and territories. CONCLUSIONS The fatty liver disease-SDG score provides a strategic advocacy tool at the national and global levels for the liver health field and noncommunicable disease advocates, highlighting the multisectoral collaborations needed to address fatty liver disease, and noncommunicable diseases overall.
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Affiliation(s)
- Jeffrey V. Lazarus
- Barcelona Institute for Global Health (ISGlobal), Hospital Clínic, University of Barcelona, Barcelona, Spain
- EASL International Liver Foundation, Geneva, Switzerland
- Faculty of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain
- CUNY Graduate School of Public Health and Health Policy (CUNY SPH), New York, New York, USA
| | - Hannah Han
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, USA
| | - Henry E. Mark
- EASL International Liver Foundation, Geneva, Switzerland
| | - Saleh A. Alqahtani
- Organ Transplant Center, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Jörn M. Schattenberg
- I. Department of Medicine, Metabolic Liver Research Program, University Medical Center, Mainz, Germany
| | - Joan B. Soriano
- Respiratory Department, Hospital Universitario de la Princesa; School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
- Centro de Investigación en Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Trenton M. White
- Barcelona Institute for Global Health (ISGlobal), Hospital Clínic, University of Barcelona, Barcelona, Spain
| | - Shira Zelber-Sagi
- School of Public Health, University of Haifa, Haifa, Israel
- Department of Gastroenterology, Tel Aviv Medical Center, Tel Aviv, Israel
| | - M. Ashworth Dirac
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, USA
- Department of Health Metrics Sciences, Department of Family Medicine, University of Washington, Seattle, Washington, USA
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Wong VWS, Ekstedt M, Wong GLH, Hagström H. Changing epidemiology, global trends and implications for outcomes of NAFLD. J Hepatol 2023; 79:842-852. [PMID: 37169151 DOI: 10.1016/j.jhep.2023.04.036] [Citation(s) in RCA: 76] [Impact Index Per Article: 76.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 03/29/2023] [Accepted: 04/25/2023] [Indexed: 05/13/2023]
Abstract
Non-alcoholic fatty liver disease (NAFLD) has rapidly become the most common liver disease globally and is currently estimated to affect 38% of the global population. Only a minority of patients with NAFLD will progress to cirrhosis or hepatocellular carcinoma, but from this vast population the total number of patients who are at risk of such severe outcomes is increasing. Worryingly, individuals are increasingly being affected by NAFLD at an earlier age, meaning there is more time for them to develop severe complications. With considerable changes in dietary composition and urbanisation, alongside the growth in obesity and type 2 diabetes in the global population, in particular in developing countries, the global proportion of persons affected by NAFLD is projected to increase further. Yet, there are large geographical discrepancies in the prevalence rates of NAFLD and its inflammatory component non-alcoholic steatohepatitis (NASH). Such differences are partly related to differing socio-economic milieus, but also to genetic predisposition. In this narrative review, we discuss recent changes in the epidemiology of NAFLD and NASH from regional and global perspectives, as well as in special populations. We also discuss the potential consequences of these changes on hepatic and extrahepatic events.
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Affiliation(s)
- Vincent Wai-Sun Wong
- Medical Data Analytics Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong; State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong
| | - Mattias Ekstedt
- Department of Gastroenterology and Hepatology, Department of Health, Medicine, and Caring Sciences, Linköping University, Linköping, Sweden
| | - Grace Lai-Hung Wong
- Medical Data Analytics Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong; State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong.
| | - Hannes Hagström
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden; Division of Hepatology, Department of Upper GI Diseases, Karolinska University Hospital, Stockholm, Sweden.
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Thanakunchai T, Hongthanakorn C. Prevalence and Risk Factors of Post-chemoembolization Syndrome After Chemo-Embolization for Hepatocellular Carcinoma in Thailand. Dig Dis Sci 2023; 68:3818-3823. [PMID: 37402085 DOI: 10.1007/s10620-023-08010-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 06/14/2023] [Indexed: 07/05/2023]
Abstract
BACKGROUND The data regarding the incidence of post-embolization syndrome after transarterial chemoembolization for hepatocellular carcinoma in Thailand are scarce. Therefore, this study aimed to determine the prevalence and predictors of post-embolization syndrome after transarterial chemoembolization for hepatocellular carcinoma in Thailand. METHODS This retrospective study collected data from patients undergoing transarterial chemoembolization for five years. Post-embolization syndrome was defined as fever and/or abdominal pain, and/or nausea or vomiting that occurred within three days after the transarterial chemoembolization procedure for hepatocellular carcinoma or hospital discharge. Pre-defined predictors for post-embolization syndrome were explored using Poisson regression analysis. RESULTS Of the 298 patients and 739 transarterial chemoembolization procedures, the incidence of post-embolization syndrome was 68.1% (203/298) and the incidence density was 53.9% (398/739). Tumor size, Barcelona Clinic Liver Cancer stages, and dose of chemotherapy showed no association with the occurrence of PES. However, a model for end-stage liver disease score was the only predictor for post-embolization syndrome [adjusted IRR 0.91 (0.84-0.98); p = 0.01]. There were three patients developing fever after transarterial chemoembolization due to infection. CONCLUSION Post-embolization syndrome was common in patients undergoing transarterial chemoembolization for hepatocellular carcinoma. Patients with a lower model for end-stage liver disease scores were at increased risk of post-embolization syndrome. This study highlights the burden of post-embolization syndrome among patients with hepatocellular carcinoma receiving transarterial chemoembolization.
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Affiliation(s)
- Thanabadee Thanakunchai
- Department of Medicine, Bhumibol Adulyadej Hospital, Royal Thai Air Force, Bangkok, Thailand
| | - Chanunta Hongthanakorn
- Gastroenterology Unit, Department of Medicine, Bhumibol Adulyadej Hospital, Royal Thai Air Force, Bangkok, Thailand.
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Petagine L, Zariwala MG, Patel VB. Non-alcoholic fatty liver disease: Immunological mechanisms and current treatments. World J Gastroenterol 2023; 29:4831-4850. [PMID: 37701135 PMCID: PMC10494768 DOI: 10.3748/wjg.v29.i32.4831] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 07/14/2023] [Accepted: 08/07/2023] [Indexed: 08/25/2023] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) causes significant global disease burden and is a leading cause of mortality. NAFLD induces a myriad of aberrant changes in hepatocytes at both the cellular and molecular level. Although the disease spectrum of NAFLD is widely recognised, the precise triggers for disease progression are still to be fully elucidated. Furthermore, the propagation to cirrhosis is poorly understood. Whilst some progress in terms of treatment options have been explored, an incomplete understanding of the hepatic cellular and molecular alterations limits their clinical utility. We have therefore reviewed some of the key pathways responsible for the pathogenesis of NAFLD such as innate and adaptative immunity, lipotoxicity and fibrogenesis, and highlighted current trials and treatment options for NAFLD patients.
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Affiliation(s)
- Lucy Petagine
- Centre for Nutraceuticals, School of Life Sciences, University of Westminster, London W1W6UW, United Kingdom
| | - Mohammed Gulrez Zariwala
- Centre for Nutraceuticals, School of Life Sciences, University of Westminster, London W1W6UW, United Kingdom
| | - Vinood B Patel
- Centre for Nutraceuticals, School of Life Sciences, University of Westminster, London W1W6UW, United Kingdom
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Coker T, Saxton J, Retat L, Guzek J, Card-Gowers J, BinDhim NF, Althumiri NA, Aldubayan K, Razack HI, Webber L, Alqahtani SA. How Could Different Obesity Scenarios Alter the Burden of Type 2 Diabetes and Liver Disease in Saudi Arabia? Obes Facts 2023; 16:559-566. [PMID: 37552973 PMCID: PMC10697749 DOI: 10.1159/000533301] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 07/19/2023] [Indexed: 08/10/2023] Open
Abstract
INTRODUCTION Obesity is a major risk factor for type 2 diabetes (T2DM) and liver disease, and obesity-attributable liver disease is a common indication for liver transplant. Obesity prevalence in Saudi Arabia (SA) has increased in recent decades. SA has committed to the WHO "halt obesity" target to shift prevalence to 2010 levels by 2025. We estimated the future benefits of reducing obesity in SA on incidence and costs of T2DM and liver disease under two policy scenarios: (1) SA meets the "halt obesity" target; (2) population body mass index (BMI) is reduced by 1% annually from 2020 to 2040. METHODS We developed a dynamic microsimulation of working-age people (20-59 years) in SA between 2010 and 2040. Model inputs included population demographic, disease and healthcare cost data, and relative risks of diseases associated with obesity. In our two policy scenarios, we manipulated population BMI and compared predicted disease incidence and associated healthcare costs to a baseline "no change" scenario. RESULTS Adults <35 years are expected to meet the "halt obesity" target, but those ≥35 years are not. Obesity is set to decline for females, but to increase amongst males 35-59 years. If SA's working-age population achieved either scenario, >1.15 million combined cases of T2DM, liver disease, and liver cancer could be avoided by 2040. Healthcare cost savings for the "halt obesity" and 1% reduction scenarios are 46.7 and 32.8 billion USD, respectively. CONCLUSION SA's younger working-age population is set to meet the "halt obesity" target, but those aged 35-59 are off track. Even a modest annual 1% BMI reduction could result in substantial future health and economic benefits. Our findings strongly support universal initiatives to reduce population-level obesity, with targeted initiatives for working-age people ≥35 years of age.
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Affiliation(s)
| | | | | | | | | | - Nasser F. BinDhim
- Sharik Association for Health Research, Riyadh, Saudi Arabia
- College of Medicine, Alfaisal University, Riyadh, Saudi Arabia
- Saudi Food and Drug Authority, Riyadh, Saudi Arabia
| | | | - Khalid Aldubayan
- Department of Community Health Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia
| | | | | | - Saleh A. Alqahtani
- Liver Transplant Centre, King Faisal Specialist Hospital & Research Centre, Riyadh, Saudi Arabia
- Division of Gastroenterology & Hepatology, Johns Hopkins University, Baltimore, MD, USA
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Patel P, Inayat F, Ali H, Afzal A, Taj S, Rehman AU, Hussain N, Ishtiaq R, Nawaz G, Afzal MS, Fatakhova K, Satapathy SK. Association of nonalcoholic fatty liver disease with acute cholangitis: a nationwide propensity-matched analysis from the United States. Proc AMIA Symp 2023; 36:600-607. [PMID: 37614865 PMCID: PMC10443993 DOI: 10.1080/08998280.2023.2231721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 06/18/2023] [Accepted: 06/24/2023] [Indexed: 08/25/2023] Open
Abstract
Background Nonalcoholic fatty liver disease (NAFLD) has previously been linked to several disease states with an impact on patient outcomes. However, clinical evidence on the association between NAFLD and acute cholangitis (AC) remains scarce. We aimed to evaluate the potential association between NAFLD and AC. Methods We conducted a retrospective cohort study using the US National Inpatient Sample database from 2016 to 2019 to analyze primary AC hospitalizations with NAFLD compared to non-NAFLD in a 1:1 propensity-matched population. Results A total of 1550 AC patients with NAFLD were matched to 1550 AC patients without NAFLD. NAFLD had a higher association with AC when compared to patients without NAFLD, with an odds ratio of 2.33 (95% CI [1.81-3.0], P < 0.001). The length of stay was higher in NAFLD than in non-NAFLD (4 vs 3 days, P < 0.001). The median inpatient charges in NAFLD were also higher than in the non-NAFLD cohort ($36,182 vs $35,244, P < 0.001). Inpatient mortality was higher in NAFLD compared to non-NAFLD (1.6% vs 0%, P < 0.001). There was an increased prevalence of portal vein thrombosis (3.2% vs 0%), acute kidney injury (24.2% vs 17.7%), sepsis (3.2% vs 1.6%), mechanical ventilation (3.2% vs 0%), and percutaneous cholecystostomy tube insertion (3.2% vs 1.6%) in NAFLD compared to non-NAFLD (P < 0.05). NAFLD also had a higher association with acute cholecystitis, with an odds ratio of 3.70 (95% CI [3.19-4.29], P < 0.001). Conclusions This study showed an association between NALFD and AC, resulting in increased length of stay, hospital charges, and inpatient mortality. Underlying NAFLD also increases acute complications of AC.
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Affiliation(s)
- Pratik Patel
- Mather Hospital and Hofstra University Zucker School of Medicine, Port Jefferson, New York, USA
| | - Faisal Inayat
- Allama Iqbal Medical College, Lahore, Punjab, Pakistan
| | - Hassam Ali
- East Carolina University Brody School of Medicine, Greenville, North Carolina, USA
| | - Arslan Afzal
- Woodhull Medical Center, Brooklyn, New York, USA
| | - Sobaan Taj
- Jersey Shore University Medical Center, Neptune, New Jersey, USA
| | | | | | - Rizwan Ishtiaq
- Saint Francis Hospital and Medical Center, Hartford, Connecticut, USA
| | - Gul Nawaz
- Allama Iqbal Medical College, Lahore, Punjab, Pakistan
| | | | - Karina Fatakhova
- Mather Hospital and Hofstra University Zucker School of Medicine, Port Jefferson, New York, USA
| | - Sanjaya K. Satapathy
- North Shore University Hospital and Hofstra University Zucker School of Medicine, Manhasset, New York, USA
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Moore JA, Wheless WH, Zhang J, Marsden J, Mauldin PD, Moran WP, Schreiner AD. Gaps in Confirmatory Fibrosis Risk Assessment in Primary Care Patients with Nonalcoholic Fatty Liver Disease. Dig Dis Sci 2023; 68:2946-2953. [PMID: 37193930 PMCID: PMC10659111 DOI: 10.1007/s10620-023-07959-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 04/25/2023] [Indexed: 05/18/2023]
Abstract
BACKGROUND As recommendations for non-invasive fibrosis risk assessment in nonalcoholic fatty liver disease (NAFLD) emerge, it is not known how often they are performed in primary care. AIMS We investigated the completion of confirmatory fibrosis risk assessment in primary care patients with NAFLD and indeterminate-risk or greater Fibrosis-4 Index (FIB-4) and NAFLD Fibrosis Scores (NFS). METHODS This retrospective cohort study of electronic health record data from a primary care clinic identified patients with diagnoses of NAFLD from 2012 through 2021. Patients with a diagnosis of a severe liver disease outcome during the study period were excluded. The most recent FIB-4 and NFS scores were calculated and categorized by advanced fibrosis risk. Charts were reviewed to identify the outcome of a confirmatory fibrosis risk assessment by liver elastography or liver biopsy for all patients with indeterminate-risk or higher FIB-4 (≥ 1.3) and NFS (≥ - 1.455) scores. RESULTS The cohort included 604 patients diagnosed with NAFLD. Two-thirds of included patients (399) had a FIB-4 or NFS score greater than low-risk, 19% (113) had a high-risk FIB-4 (≥ 2.67) or NFS (≥ 0.676) score, and 7% (44) had high-risk FIB-4 and NFS values. Of these 399 patients with an indication for a confirmatory fibrosis test, 10% (41) underwent liver elastography (24) or liver biopsy (18) or both (1). CONCLUSIONS Advanced fibrosis is a key indicator of future poor health outcomes in patients with NAFLD and a critical signal for referral to hepatology. Significant opportunities exist to improve confirmatory fibrosis risk assessment in patients with NAFLD.
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Affiliation(s)
- Joseph A Moore
- Department of Medicine, Medical University of South Carolina, Charleston, SC, 29425, USA
| | - William H Wheless
- Department of Medicine, Medical University of South Carolina, Charleston, SC, 29425, USA
| | - Jingwen Zhang
- Department of Medicine, Medical University of South Carolina, Charleston, SC, 29425, USA
| | - Justin Marsden
- Department of Medicine, Medical University of South Carolina, Charleston, SC, 29425, USA
| | - Patrick D Mauldin
- Department of Medicine, Medical University of South Carolina, Charleston, SC, 29425, USA
| | - William P Moran
- Department of Medicine, Medical University of South Carolina, Charleston, SC, 29425, USA
| | - Andrew D Schreiner
- Department of Medicine, Medical University of South Carolina, Charleston, SC, 29425, USA.
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Åström H, Wester A, Hagström H. Administrative coding for non-alcoholic fatty liver disease is accurate in Swedish patients. Scand J Gastroenterol 2023; 58:931-936. [PMID: 36890670 DOI: 10.1080/00365521.2023.2185475] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 02/16/2023] [Accepted: 02/23/2023] [Indexed: 03/10/2023]
Abstract
Background and Aims: Epidemiological studies of non-alcoholic fatty liver disease (NAFLD) frequently use the International Classification of Disease (ICD) codes to identify patients. The validity of such ICD codes in a Swedish setting is unknown. Here, we aimed to validate the administrative code for NAFLD in Sweden.Methods: In total, 150 patients with an ICD-10 code for NAFLD (K76.0) from the Karolinska University Hospital between 1 January 2015 and 3 November 2021 were randomly selected. Patients were classified as true or false positives for NAFLD by medical chart review and the positive predictive value (PPV) for the ICD-10 code corresponding to NAFLD was calculated.Results: The PPV of the ICD-10 code for NAFLD was 0.82 (95% confidence interval [CI] = 0.76-0.89). After exclusion of patients with diagnostic coding for other liver diseases or alcohol abuse disorder (n = 14), the PPV was improved to 0.91 (95% CI 0.87-0.96). The PPV was higher in patients with coding for NAFLD in combination with obesity (0.95, 95%CI = 0.87-1.00) or type 2 diabetes (0.96, 95%CI = 0.89-1.00). However, in false-positive cases, a high alcohol consumption was common and such patients had somewhat higher Fibrosis-4 scores than true-positive patients (1.9 vs 1.3, p = 0.16)Conclusions: The ICD-10 code for NAFLD had a high PPV, that was further improved after exclusion of patients with coding for other liver diseases than NAFLD. This approach should be preferred when performing register-based studies to identify patients with NAFLD in Sweden. Still, residual alcohol-related liver disease might risk confound some findings seen in epidemiological studies which needs to be considered.
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Affiliation(s)
- Hanne Åström
- Department of Medicine, Karolinska Institutet, Huddinge, Stockholm, Sweden
| | - Axel Wester
- Department of Medicine, Karolinska Institutet, Huddinge, Stockholm, Sweden
| | - Hannes Hagström
- Department of Medicine, Karolinska Institutet, Huddinge, Stockholm, Sweden
- Division of Hepatology, Department of Upper GI, Karolinska University Hospital, Stockholm, Sweden
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Claypool K, Long MT, Patel CJ. Waist Circumference and Insulin Resistance Are the Most Predictive Metabolic Factors for Steatosis and Fibrosis. Clin Gastroenterol Hepatol 2023; 21:1950-1954.e1. [PMID: 35671890 PMCID: PMC9722977 DOI: 10.1016/j.cgh.2022.05.021] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 05/01/2022] [Accepted: 05/05/2022] [Indexed: 02/07/2023]
Affiliation(s)
- Kajal Claypool
- Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts; MIT Lincoln Laboratory, Biological and Chemical Technologies Group, Lexington, Massachusetts
| | - Michelle T Long
- Section of Gastroenterology, Evans Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Chirag J Patel
- Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts.
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Collier A, Curran C, Cameron L, Wild SH, Byrne CD. Liver fibrosis markers and all cause mortality in people with type 2 diabetes: A population based study (The Ayrshire Diabetes Outcomes Cohort (ADOC) Study). Diabetes Obes Metab 2023. [PMID: 37311724 DOI: 10.1111/dom.15153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 05/16/2023] [Accepted: 05/17/2023] [Indexed: 06/15/2023]
Abstract
AIMS To describe the distribution of the biomarker scores Fibrosis-4 (FIB4), nonalcoholic fatty liver disease (NAFLD) fibrosis score (NFS), and aspartate aminotransferase to platelet ratio index (APRI), and the associations between risk categories and all-cause mortality. MATERIALS AND METHODS This was a retrospective cohort study of 12 589 patients, with follow-up from January 2012 until November 2021. The cut-off points used to identify low risk were: FIB4 <1.3 if aged <65 years or <2.0 if aged ≥65 years; NFS < -1.455 if aged <65 years or <0.12 if aged ≥ 65 years; APRI <1 (independent of age). High-risk cut-off points were FIB4 >2.67, NFS >0.676 and APRI ≥1 (all independent of age). Multivariable Cox regression analysis was performed to assess the association between liver fibrosis scores and all-cause mortality. RESULTS The mean ± standard deviation age was 65.2 ± 12.1 years, 54.5% were men and the median (interquartile range) diabetes duration was 5.8 (2.8-9.3) years. The prevalence of high-risk categories was 6.1% for FIB4, 23.5% for NFS and 1.6% for APRI. During a median follow-up of 9.8 years, 3925 patients (31.1%) died, resulting in a crude mortality rate of 40.4 per 1000 person-years. The overall adjusted all-cause mortality hazard ratios (95% confidence intervals [CIs]) in the high- compared with low-fibrosis-risk groups were 3.69 (1.95-2.75) for FIB4, 2.32 (2.88-4.70) for NFS, and 3.92 (2.88-5.34) for APRI. Stratified adjusted all-cause mortality hazard ratios for individuals under 65 years and people over 65 years of age at cohort entry were 3.89 (95% CI 2.99-5.05) and 1.44 (95% CI 1.28-1.61) for FIB4, 2.50 (95% CI 1.89-3.18) and 1.35 (95% CI 1.24-1.48) for NFS and 3.74 (95% CI 2.73-5.14) and 1.64 (95% CI 1.24-2.17) for APRI. CONCLUSIONS All three fibrosis risk scores were positively associated with all-cause mortality in people with type 2 diabetes, with higher relative risks in younger than older people. Effective interventions are required to minimize excess mortality in people at high risk of liver fibrosis.
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Affiliation(s)
- Andrew Collier
- Diabetes Day Centre, NHS Ayrshire and Arran, University Hospital Ayr, Ayr, UK
| | | | - Lyall Cameron
- Primary Care Quality and Development, NHS Ayrshire and Arran, Ayr, UK
| | - Sarah H Wild
- Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Christopher D Byrne
- Nutrition and Metabolism, Faculty of Medicine, University of Southampton, Southampton, UK
- Southampton National Institute for Health and Care Research Biomedical Research Centre, University Hospital Southampton, Southampton, UK
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Schreiner AD, Sattar N. Identifying Patients with Nonalcoholic Fatty Liver Disease in Primary Care: How and for What Benefit? J Clin Med 2023; 12:4001. [PMID: 37373694 DOI: 10.3390/jcm12124001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 05/31/2023] [Accepted: 06/01/2023] [Indexed: 06/29/2023] Open
Abstract
Despite its increasing prevalence, nonalcoholic fatty liver disease (NAFLD) remains under-diagnosed in primary care. Timely diagnosis is critical, as NAFLD can progress to nonalcoholic steatohepatitis, fibrosis, cirrhosis, hepatocellular carcinoma, and death; furthermore, NAFLD is also a risk factor linked to cardiometabolic outcomes. Identifying patients with NAFLD, and particularly those at risk of advanced fibrosis, is important so that healthcare practitioners can optimize care delivery in an effort to prevent disease progression. This review debates the practical issues that primary care physicians encounter when managing NAFLD, using a patient case study to illustrate the challenges and decisions that physicians face. It explores the pros and cons of different diagnostic strategies and tools that physicians can adopt in primary care settings, depending on how NAFLD presents and progresses. We discuss the importance of prescribing lifestyle changes to achieve weight loss and mitigate disease progression. A diagnostic and management flow chart is provided, showing the key points of assessment for primary care physicians. The advantages and disadvantages of advanced fibrosis risk assessments in primary care settings and the factors that influence patient referral to a hepatologist are also reviewed.
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Affiliation(s)
- Andrew D Schreiner
- Department of Medicine, Medical University of South Carolina, 171 Ashley Ave, Charleston, SC 29425, USA
| | - Naveed Sattar
- Institute of Cardiovascular & Medical Sciences, University of Glasgow, 126 University Place, Glasgow G12 8TA, UK
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Caussy C, Telliam C, Al-Nuaimi B, Maynard-Muet M, Dumortier J, Zoulim F, Disse E, Colin C, Levrero M, Moulin P. Comparison of Pathway Referrals for Liver Fibrosis Risk Stratification Performed in Diabetology and Nutrition Clinics. Diabetes Metab Syndr Obes 2023; 16:1721-1729. [PMID: 37312899 PMCID: PMC10259533 DOI: 10.2147/dmso.s407511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 04/27/2023] [Indexed: 06/15/2023] Open
Abstract
Purpose A systematic screening for the presence of nonalcoholic fatty liver disease (NAFLD)-related advanced fibrosis is currently recommended in patients with type 2 diabetes mellitus (T2DM) and obesity. However, real-world data of such liver fibrosis risk stratification pathway from diabetology and nutrition clinics towards hepatology clinics are scarce. Therefore, we compared data from two pathways with or without transient elastography (TE) performed in diabetology and nutrition clinics. Patients and Methods This is a retrospective study comparing the proportion of patients with intermediate/high risk of advanced fibrosis (AF) as defined by a liver stiffness measurement (LSM) ≥8kPa, among patients referred in hepatology from two diabetology-nutrition departments at Lyon University Hospital, France between November 1st 2018 to December 31st 2019. Results Among the two diabetology and nutrition departments using TE or not, 27.5% (62/225) versus 44.2% (126/285) were referred to hepatology, respectively. The pathway using TE in diabetology and nutrition referred to hepatology a higher proportion of patients with intermediate/high risk of AF compared to the pathway without TE: 77.4% versus 30.9%, p<0.001. In the pathway with TE, the odds of patients with intermediate/high risk of AF referred to hepatology was significantly higher: OR: 7.7, 95% CI: 3.6-16.7, p<0.001 after adjustment for age, sex and presence of obesity and T2D compared to the pathway without TE in diabetology and nutrition clinics. However, among the patients not referred, 29.4% had an intermediate/high risk of AF. Conclusion A pathway-referral using TE performed in diabetology and nutrition clinics, significantly improves the liver fibrosis risk stratification and avoids over-referral. However, collaboration between diabetologist, nutritionists and hepatologists is needed to avoid under-referral.
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Affiliation(s)
- Cyrielle Caussy
- CarMen Laboratory, INSERM, INRA, INSA Lyon, Université Claude Bernard Lyon 1, Pierre-Bénite, 69495, France
- Département Endocrinologie, Diabète et Nutrition, Hôpital Lyon Sud, Hopices Civils de Lyon, Pierre-Bénite, 69495, France
- Université de Lyon, Université Claude Bernard, Lyon, France
| | - Charlène Telliam
- Département Endocrinologie, Diabète et Nutrition, Hôpital Lyon Sud, Hopices Civils de Lyon, Pierre-Bénite, 69495, France
- Département Endocrinologie, Diabète et Nutrition, Hôpital Cardiologique, Hospices Civils de Lyon, Bron, France
| | - Bader Al-Nuaimi
- Département Endocrinologie, Diabète et Nutrition, Hôpital Lyon Sud, Hopices Civils de Lyon, Pierre-Bénite, 69495, France
| | - Marianne Maynard-Muet
- Service d’Hépatologie, Hôpital Croix-Rousse, Hospices Civils de Lyon, Lyon, France
- Centre de Recherche sur le Cancer de Lyon, INSERM, Unité 1052, CNRS, UMR 5286, Lyon, France
| | - Jérôme Dumortier
- Université de Lyon, Université Claude Bernard, Lyon, France
- Fédération des Spécialités Digestives, Hôpital Edouard Herriot, Hospices Civils de Lyon, Lyon, France
| | - Fabien Zoulim
- Université de Lyon, Université Claude Bernard, Lyon, France
- Service d’Hépatologie, Hôpital Croix-Rousse, Hospices Civils de Lyon, Lyon, France
- Centre de Recherche sur le Cancer de Lyon, INSERM, Unité 1052, CNRS, UMR 5286, Lyon, France
| | - Emmanuel Disse
- CarMen Laboratory, INSERM, INRA, INSA Lyon, Université Claude Bernard Lyon 1, Pierre-Bénite, 69495, France
- Département Endocrinologie, Diabète et Nutrition, Hôpital Lyon Sud, Hopices Civils de Lyon, Pierre-Bénite, 69495, France
- Université de Lyon, Université Claude Bernard, Lyon, France
| | - Cyrille Colin
- Université de Lyon, Université Claude Bernard, Lyon, France
- Unité d’Evaluation Médico-Economique, Pôle Information Médicale Evaluation Recherche, Hospices Civils de Lyon, Lyon, France
| | - Massimo Levrero
- Université de Lyon, Université Claude Bernard, Lyon, France
- Service d’Hépatologie, Hôpital Croix-Rousse, Hospices Civils de Lyon, Lyon, France
- Centre de Recherche sur le Cancer de Lyon, INSERM, Unité 1052, CNRS, UMR 5286, Lyon, France
| | - Philippe Moulin
- CarMen Laboratory, INSERM, INRA, INSA Lyon, Université Claude Bernard Lyon 1, Pierre-Bénite, 69495, France
- Université de Lyon, Université Claude Bernard, Lyon, France
- Département Endocrinologie, Diabète et Nutrition, Hôpital Cardiologique, Hospices Civils de Lyon, Bron, France
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Claypool K, Long MT, Patel CJ. Reply. Clin Gastroenterol Hepatol 2023; 21:1672-1673. [PMID: 36087712 DOI: 10.1016/j.cgh.2022.08.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 08/26/2022] [Indexed: 02/07/2023]
Affiliation(s)
- Kajal Claypool
- Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts; Biological and Chemical Technologies Group, MIT Lincoln Laboratory, Lexington, Massachusetts
| | - Michelle T Long
- Section of Gastroenterology, Evans Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
| | - Chirag J Patel
- Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts
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Brindley JH, Abeysekera K, Hood G, Jennings S, Moore J, Hickman M, Alazawi W. Feasibility and acceptability of a primary care liver fibrosis testing pathway centred on the diabetes annual review: PRELUDE1 prospective cohort study protocol. BMJ Open 2023; 13:e066493. [PMID: 37208139 DOI: 10.1136/bmjopen-2022-066493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/21/2023] Open
Abstract
INTRODUCTION Non-alcoholic fatty liver disease is the most common chronic liver disease worldwide affecting 20%-25% in the USA and Europe with a 60%-80% lifetime prevalence for people with type 2 diabetes (T2D). Fibrosis has repeatedly been demonstrated to be the major determinant of liver disease morbidity and mortality and there is currently no routine screening for liver fibrosis in at-risk T2D population. METHODS AND ANALYSIS This 12-month prospective cohort study of automated fibrosis testing uses the fibrosis-4 score (FIB-4) in patients with T2D linked to the investigation of hospital-based versus community-based second-tier transient elastography (TE) testing. We plan to include >5000 participants across 10 General Practitioner (GP) practices in East London and Bristol. This will determine the rate of undiagnosed significant liver fibrosis in a T2D population, the feasibility of two-tier liver fibrosis screening using FIB-4 at the diabetes annual review and subsequent TE delivered either in the community or secondary care settings. This will include an intention-to-treat analysis for all those invited to attend for diabetes annual review. A qualitative substudy regarding the acceptability of the fibrosis screening pathway will comprise semistructured interviews/focus groups with primary care staff (GPs and practice nurses), and patients taking part in the wider study. ETHICS AND DISSEMINATION This study received a favourable opinion from the Cambridge East research ethics committee. The results of this study will be disseminated in peer-reviewed scientific journals, conference presentations and local diabetes lay panel meetings. TRIAL REGISTRATION NUMBER ISRCTN14585543.
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Affiliation(s)
| | - Kushala Abeysekera
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Gill Hood
- Barts Liver Centre, Queen Mary University of London, London, UK
| | - Stacey Jennings
- Wolfson Institute of Population Health, Queen Mary University of London, London, UK
| | - John Moore
- Barts Liver Centre, Queen Mary University of London, London, UK
| | - Matthew Hickman
- Bristol Population Health Science Institute, University of Bristol, Bristol, UK
| | - William Alazawi
- Barts Liver Centre, Queen Mary University of London, London, UK
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Golabi P, Isakov V, Younossi ZM. Nonalcoholic Fatty Liver Disease: Disease Burden and Disease Awareness. Clin Liver Dis 2023; 27:173-186. [PMID: 37024201 DOI: 10.1016/j.cld.2023.01.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/08/2023]
Abstract
Nonalcoholic fatty liver disease (NAFLD) has become the most common chronic liver disease worldwide and has been implying an unprecedented burden to health care systems. The prevalence of NAFLD has exceeded 30% in developed countries. Considering the asymptomatic nature of undiagnosed NAFLD, high suspicion and noninvasive diagnosis have utmost importance especially in primary care level. At this point, patient and provider awareness should be optimal for early diagnosis and risk stratification for patients at risk of progression.
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Affiliation(s)
- Pegah Golabi
- Betty and Guy Beatty Center for Integrated Research, Inova Health System, Falls Church, VA, USA; Department of Medicine, Center for Liver Disease, Inova Fairfax Medical Campus, 3300 Gallows Road, Falls Church, VA 2202, USA; Inova Medicine, Inova Health System, Falls Church, VA, USA
| | - Vasily Isakov
- Department of Gastroenterology & Hepatology, Federal Research Center for Nutrition and Biotechnology, 21 Kashirskoe Shosse, Moscow 115446, Russia
| | - Zobair M Younossi
- Betty and Guy Beatty Center for Integrated Research, Inova Health System, Falls Church, VA, USA; Department of Medicine, Center for Liver Disease, Inova Fairfax Medical Campus, 3300 Gallows Road, Falls Church, VA 2202, USA; Inova Medicine, Inova Health System, Falls Church, VA, USA; Inova Medicine Services, Department of Medicine, Inova Fairfax Medical Campus, Betty and Guy Beatty Center for Integrated Research, Claude Moore Health Education and Research Building, 3300 Gallows Road, Falls Church, VA 22042, USA.
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1,25-Dihydroxycholecalciferol down-regulates 3-mercaptopyruvate sulfur transferase and caspase-3 in rat model of non-alcoholic fatty liver disease. J Mol Histol 2023; 54:119-134. [PMID: 36930413 DOI: 10.1007/s10735-023-10118-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 02/27/2023] [Indexed: 03/18/2023]
Abstract
Non-alcoholic fatty liver disease (NAFLD) is the commonest cause of liver morbidity and mortality and has multiple unclear pathogenic mechanisms. Vitamin D deficiency was associated with increased incidence and severity of NAFLD. Increased hepatic expression of 3-mercaptopyruvate sulfur transferase (MPST) and dysregulated hepatocyte apoptosis were involved in NAFLD pathogenesis. We aimed to explore the protective effect of 1,25-Dihydroxycholecalciferol (1,25-(OH)2 D3) against development of NAFLD and the possible underlying mechanisms, regarding hepatic MPST and caspase-3 expression. 60 male adult rats were divided into 4 and 12 week fed groups; each was subdivided into control, high-fat diet (HFD), and HFD + VD. Serum levels of lipid profile parameters, liver enzymes, insulin, glucose, C-reactive protein (CRP), tumor necrosis factor alpha (TNF-α), and hepatic levels of malondialdehyde (MDA), total antioxidant capacity (TAC), and reactive oxygen species (ROS) were measured. BMI and HOMA-IR were calculated, and liver tissues were processed for histopathological and immunohistochemical studies. The present study found that 1,25-(OH)2 D3 significantly decreased BMI, HOMA-IR, serum levels of glucose, insulin, liver enzymes, lipid profile parameters, CRP, TNF-α, hepatic levels of MDA, ROS, hepatic expression of MPST, TNF-α, 8-hydroxy-2'-deoxyguanosine (8-OHdG), and caspase-3; and significantly increased hepatic TAC in both HFD-fed groups. In conclusion: Administration of 1,25-(OH)2 D3 with HFD abolished the NAFLD changes associated with HFD in 4-week group, and markedly attenuated the changes in 12-week group. The anti-apoptotic effect via decrement of caspase-3 and MPST expression are novel mechanisms suggested to be implicated in the protective effect of 1,25-(OH)2 D3.
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Takakusagi MN, Zhang R, Thomas BJI, Yoon HC. Computerized Tomography-Based Screening for Moderate to Severe Hepatic Steatosis in a Multiethnic Population. Perm J 2023; 27:21-27. [PMID: 36891646 PMCID: PMC10013719 DOI: 10.7812/tpp/22.057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/10/2023]
Abstract
Background and Aim Data on prevalence of nonalcoholic fatty liver disease in Hawaii is limited. This study determined the prevalence of moderate to severe hepatic steatosis within a multicultural, multiethnic, and multiracial cohort in Hawaii undergoing computerized tomography (CT) for reasons unrelated to fatty liver disease. Methods The authors performed a retrospective analysis of all patients who were members of an integrated health care system with CT scans including the liver between January 1, 2020, and December 31, 2020. Moderate to severe hepatic steatosis was determined by an average attenuation value < 40 Hounsfield units for non-contrast-enhanced CT and a mean attenuation value < 90 Hounsfield units for contrast-enhanced CT. Patients' electronic medical records were reviewed for existing diagnoses of hepatic steatosis, obesity, and diabetes mellitus type 2 and data to calculate a Fibrosis-4 (FIB-4) index. Results Approximately 26.6% had moderate to severe hepatic steatosis, while only 11.3% of those patients had an active diagnosis of fatty liver disease. Native Hawaiians and Pacific Islanders (33.1%) had the greatest prevalence of hepatic steatosis, followed by White people (28.4%), Asian people (27.7%), and other ethnicities (10.8%). About 61.4% patients with fatty liver had a diagnosis of obesity, while 33.4% had a body mass index < 30.0 kg/m2. Finally, 86.2% patients had enough information in their electronic medical records from which to calculate a FIB-4 score and the mean FIB-4 index was 1.66 ± 3.50. Conclusions Moderate to severe hepatic steatosis is common among patients undergoing CT studies for reasons not related to hepatic steatosis in this multiethnic population most of whom did not have a diagnosis of fatty liver disease.
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Affiliation(s)
| | - Ruixue Zhang
- John A. Burns School of Medicine, University of Hawaii at Mānoa, Honolulu, HI, USA
| | | | - Hyo-Chun Yoon
- Diagnostic Imaging, Hawaii Permanente Medical Group, Honolulu, HI, USA
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Spann A, Bishop KM, Weitkamp AO, Stenner SP, Nelson SD, Izzy M. Clinical decision support automates care gap detection among primary care patients with nonalcoholic fatty liver disease. Hepatol Commun 2023; 7:e0035. [PMID: 36757410 PMCID: PMC9915945 DOI: 10.1097/hc9.0000000000000035] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2022] [Accepted: 11/10/2022] [Indexed: 02/10/2023] Open
Abstract
BACKGROUND Although guidelines recommend primary care-driven management of NAFLD, workflow constraints hinder feasibility. Leveraging electronic health records to risk stratify patients proposes a scalable, workflow-integrated strategy. MATERIALS AND METHODS We prospectively evaluated an electronic health record-embedded clinical decision support system's ability to risk stratify patients with NAFLD and detect gaps in care. Patients missing annual laboratory testing to calculate Fibrosis-4 Score (FIB-4) or those missing necessary linkage to further care were considered to have a gap in care. Linkage to care was defined as either referral for elastography-based testing or for consultation in hepatology clinic depending on clinical and biochemical characteristics. RESULTS Patients with NAFLD often lacked annual screening labs within primary care settings (1129/2154; 52%). Linkage to care was low in all categories, with <3% of patients with abnormal FIB-4 undergoing further evaluation. DISCUSSION Significant care gaps exist within primary care for screening and risk stratification of patients with NAFLD and can be efficiently addressed using electronic health record functionality.
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Affiliation(s)
- Ashley Spann
- Division of Gastroenterology, Hepatology, and Nutrition, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Kristy M. Bishop
- Department of HealthIT, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Asli O. Weitkamp
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Shane P. Stenner
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Scott D. Nelson
- Department of HealthIT, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Manhal Izzy
- Division of Gastroenterology, Hepatology, and Nutrition, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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Sun Y, Shen Y, Liang X, Zheng H, Zhang Y. MicroRNAs as Biomarkers and Therapeutic Targets for Nonalcoholic Fatty Liver Disease: A Narrative Review. Clin Ther 2023; 45:234-247. [PMID: 36841739 DOI: 10.1016/j.clinthera.2023.02.001] [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: 12/24/2022] [Revised: 02/03/2023] [Accepted: 02/04/2023] [Indexed: 02/27/2023]
Abstract
PURPOSE Nonalcoholic fatty liver disease (NAFLD) is the most common chronic liver disease in the world. However, biomarkers for NAFLD diagnosis and liver-specific drugs for treatment are lacking. This article reviews the possibility of circulating miRNAs in the diagnosis and treatment of NAFLD diseases and focuses on several well-studied miRNAs to provide preclinical data for subsequent related studies. METHODS Related articles were identified through searches of the PubMed database for literature published from 2010 to December 2022. Search terms included NAFLD, microRNA, biomarker, diagnosis, and therapy. FINDINGS Current research data indicate that some key circulating miRNAs may be used as diagnostic biomarkers of NAFLD and the combination of several miRNAs improves diagnostic performance. In addition, some preclinical trials using cell and mouse models provide a basis for some miRNAs as potential therapeutic targets. IMPLICATIONS Current evidence suggests that circulating miRNAs are potential noninvasive biomarkers for clinical diagnosis of NAFLD, which needs to be validated in more heterogeneous and larger cohorts. In addition, several miRNAs regulate multiple downstream pathways related to the pathophysiology of NAFLD in a cell- and tissue-specific manner, making them attractive drug therapeutic targets for NAFLD. However, more preclinical and clinical trials are needed for these miRNAs to become therapeutic targets of NAFLD.
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Affiliation(s)
- Yu Sun
- Department of Clinical Laboratory, Tianjin Children's Hospital/Tianjin University Children's Hospital, 238 Longyan Road, Beichen District, 300134 Tianjin, China.
| | - Yongming Shen
- Department of Clinical Laboratory, Tianjin Children's Hospital/Tianjin University Children's Hospital, 238 Longyan Road, Beichen District, 300134 Tianjin, China
| | - Xiurui Liang
- Department of Cardiology, The First Affiliated Hospital of Liaoning University of Traditional Chinese Medicine, Shenyang, China
| | - Huilin Zheng
- School of Biological & Chemical Engineering, Zhejiang University of Science and Technology, Zhejiang, China
| | - Yitong Zhang
- Department of Clinical Laboratory, Tianjin Children's Hospital/Tianjin University Children's Hospital, 238 Longyan Road, Beichen District, 300134 Tianjin, China
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