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Chen R, Petrazzini BO, Duffy Á, Rocheleau G, Jordan D, Bansal M, Do R. Trans-ancestral rare variant association study with machine learning-based phenotyping for metabolic dysfunction-associated steatotic liver disease. Genome Biol 2025; 26:50. [PMID: 40065360 PMCID: PMC11892324 DOI: 10.1186/s13059-025-03518-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Accepted: 02/26/2025] [Indexed: 03/14/2025] Open
Abstract
BACKGROUND Genome-wide association studies (GWAS) have identified common variants associated with metabolic dysfunction-associated steatotic liver disease (MASLD). However, rare coding variant studies have been limited by phenotyping challenges and small sample sizes. We test associations of rare and ultra-rare coding variants with proton density fat fraction (PDFF) and MASLD case-control status in 736,010 participants of diverse ancestries from the UK Biobank, All of Us, and BioMe and performed a trans-ancestral meta-analysis. We then developed models to accurately predict PDFF and MASLD status in the UK Biobank and tested associations with these predicted phenotypes to increase statistical power. RESULTS The trans-ancestral meta-analysis with PDFF and MASLD case-control status identifies two single variants and two gene-level associations in APOB, CDH5, MYCBP2, and XAB2. Association testing with predicted phenotypes, which replicates more known genetic variants from GWAS than true phenotypes, identifies 16 single variants and 11 gene-level associations implicating 23 additional genes. Two variants were polymorphic only among African ancestry participants and several associations showed significant heterogeneity in ancestry and sex-stratified analyses. In total, we identified 27 genes, of which 3 are monogenic causes of steatosis (APOB, G6PC1, PPARG), 4 were previously associated with MASLD (APOB, APOC3, INSR, PPARG), and 23 had supporting clinical, experimental, and/or genetic evidence. CONCLUSIONS Our results suggest that trans-ancestral association analyses can identify ancestry-specific rare and ultra-rare coding variants in MASLD pathogenesis. Furthermore, we demonstrate the utility of machine learning in genetic investigations of difficult-to-phenotype diseases in trans-ancestral biobanks.
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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
| | - Áine Duffy
- 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
| | - 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
| | - Daniel Jordan
- 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 Liver Diseases, 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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Kim NE, Heo M, Shin H, Do AR, Kim J, Kang HG, Mun S, Yoo HJ, Kim MJ, Kim JW, Kim CH, Hong YS, Cho YM, Jin H, Park K, Kim WJ, Won S. Heavy metal exposure and its effects on APOC3, CFAI, and ZA2G. JOURNAL OF HAZARDOUS MATERIALS 2025; 482:136574. [PMID: 39579699 DOI: 10.1016/j.jhazmat.2024.136574] [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: 08/30/2024] [Revised: 10/28/2024] [Accepted: 11/17/2024] [Indexed: 11/25/2024]
Abstract
Despite increasing heavy metal pollution, traditional epidemiology often fails to link exposure to health outcomes. This study used multi-omics to investigate associations between heavy metal exposure and health. Blood and urine samples from 294 participants in heavy metal-exposed and control areas were analyzed, revealing key biomarkers. Meta P analysis revealed consistent trends in apolipoprotein C3 (APOC3) expression, and mediation analysis showed significant effects of APOC3 and zinc-alpha-2-glycoprotein (ZA2G) on metabolites: the mediating effect of APOC3 from blood cadmium to serotonin was 0.023 (P < 0.001) and that to 3-phosphoglyceric acid (3PG) was 0.0125 (P = 0.002). Mendelian randomization confirmed the positive impact of APOC3 and Complement Factor I (CFAI) and the negative effect of ZA2G on metabolites, with apolipoprotein H (APOH) methylation significantly altering APOC3 (β = -0.22, P = 0.017), CFAI (β = 0.176, P = 0.035), and ZA2G (β = 0.139, P = 0.048) protein levels. Liver function variables, including albumin, total protein, calcium, and lactate dehydrogenase, correlated with 3PG and serotonin levels in the exposed areas. Sex-specific analysis showed that men exhibited stronger compensatory mechanisms via CFAI and myo-inositol, while women's greater vulnerability to heavy metal exposure highlighted the need for targeted interventions. These findings suggest APOH methylation affects APOC3, CFAI, and ZA2G levels, elevating 3PG, inosine monophosphate, and serotonin levels and harming liver function via lipolysis, supporting the use of these markers in health monitoring, therapies, and policies to limit heavy metal risks.
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Affiliation(s)
- Nam-Eun Kim
- Institute of Health and Environment, Seoul National University, Seoul 08826, South Korea
| | - Min Heo
- Interdisciplinary Program in Bioinformatics, Seoul National University, 08826 Seoul, South Korea
| | - Hyeongyu Shin
- Interdisciplinary Program in Bioinformatics, Seoul National University, 08826 Seoul, South Korea
| | - Ah Ra Do
- RexSoft Corp, Seoul 08826, South Korea
| | - Jeeyoung Kim
- Department of Internal Medicine and Environmental Health Center, School of Medicine, Kangwon National University, Chuncheon 24341, South Korea
| | - Hee-Gyoo Kang
- Department of Biomedical Laboratory Science, College of Health Science, Eulji University, Seongnam 13135, South Korea
| | - Sora Mun
- Department of Biomedical Laboratory Science, College of Health Science, Eulji University, Seongnam 13135, South Korea
| | - Hyun Ju Yoo
- Biomedical Research Center, Department of Convergence Medicine, Asan Institute for Life Sciences, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05535, South Korea
| | - Mi Jeong Kim
- Biomedical Research Center, Department of Convergence Medicine, Asan Institute for Life Sciences, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05535, South Korea
| | - Jung-Woong Kim
- Department of Life Science, College of Natural Sciences, Chung-Ang University, Seoul 06911, South Korea
| | - Chul-Hong Kim
- Department of Life Science, College of Natural Sciences, Chung-Ang University, Seoul 06911, South Korea
| | - Young-Seoub Hong
- Department of Preventive Medicine, College of Medicine, Dong-A University, Busan 49315, South Korea; Busan Environmental Health Center, Dong-A University, Busan 49315, South Korea
| | - Yong Min Cho
- Environmental Health Center, Seokyeong University, Seoul 02713, South Korea; Department of Nano Chemical and Biological Engineering, Seokyeong University, Seoul 02713, South Korea
| | - Heejin Jin
- Institute of Health and Environment, Seoul National University, Seoul 08826, South Korea
| | - Kyungtaek Park
- Institute of Health and Environment, Seoul National University, Seoul 08826, South Korea
| | - Woo Jin Kim
- Department of Internal Medicine and Environmental Health Center, School of Medicine, Kangwon National University, Chuncheon 24341, South Korea.
| | - Sungho Won
- Institute of Health and Environment, Seoul National University, Seoul 08826, South Korea; Interdisciplinary Program in Bioinformatics, Seoul National University, 08826 Seoul, South Korea; RexSoft Corp, Seoul 08826, South Korea; Department of Public Health Sciences, Seoul National University, Seoul 08826, South Korea.
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3
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Nguyen HQ, Lee D, Kim Y, Bang G, Cho K, Lee YS, Yeon JE, Lubman DM, Kim J. Label-free quantitative proteomic analysis of serum extracellular vesicles differentiating patients of alcoholic and nonalcoholic fatty liver diseases. J Proteomics 2021; 245:104278. [PMID: 34089894 DOI: 10.1016/j.jprot.2021.104278] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2020] [Revised: 04/28/2021] [Accepted: 05/30/2021] [Indexed: 02/07/2023]
Abstract
Alcoholic liver disease (ALD) and nonalcoholic fatty liver disease (NAFLD) are typically asymptomatic and slow-progressing but potentially fatal diseases that are common causes of liver cirrhosis and related complications. Exosomes are nano-sized extracellular vesicles that have been linked to various intercellular communication processes and can carry biological materials reflecting the state and severity of disease. In this study, shotgun proteomic analysis of the protein expression profiles of extracellular vesicles, including exosomes and microvesicles, enriched from human serum samples of 24 patients diagnosed with various fatty liver diseases was performed using liquid chromatography tandem mass spectrometry (LC-MS/MS) followed by protein identification and label-free quantification using the MaxQuant platform. A total of 329 proteins, including 190 previously reported exosome-specific proteins, were identified from four types of liver disease, where significant differences in protein expression were found in apolipoproteins, immunoglobulins, and other previously reported markers of liver disease. Principal component analysis of 61 proteins identified from MaxQuant analysis of the LC-MS/MS data provided a confident differentiation between ALD and NAFLD. SIGNIFICANCE: The current investigation revealed the difference among various types of liver disease using LC-MS/MS of exosomes enriched from human serum samples of 24 patients where the most significantly up-regulation proteins were alpha-2-macroglobulin for alcoholic hepatitis and apolipoprotein C3 for nonalcoholic fatty liver disease.
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Affiliation(s)
- Huu-Quang Nguyen
- Department of Chemistry, Chungnam National University, Daejeon, Republic of Korea
| | - Dabin Lee
- Department of Chemistry, Chungnam National University, Daejeon, Republic of Korea
| | - Yeoseon Kim
- Department of Chemistry, Chungnam National University, Daejeon, Republic of Korea
| | - Geul Bang
- Research Center of Bioconvergence Analysis, Korea Basic Science Institute, Ochang, Republic of Korea
| | - Kun Cho
- Research Center of Bioconvergence Analysis, Korea Basic Science Institute, Ochang, Republic of Korea
| | - Young-Sun Lee
- Department of Internal Medicine, Korea University College of Medicine, Seoul, Republic of Korea
| | - Jong Eun Yeon
- Department of Internal Medicine, Korea University College of Medicine, Seoul, Republic of Korea
| | - David M Lubman
- Department of Surgery, University of Michigan Medical Center, Ann Arbor, MI, USA
| | - Jeongkwon Kim
- Department of Chemistry, Chungnam National University, Daejeon, Republic of Korea; Graduate School of New Drug Discovery and Development, Chungnam National University, Daejeon, Republic of Korea.
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Choudhary NS, Duseja A. Genetic and epigenetic disease modifiers: non-alcoholic fatty liver disease (NAFLD) and alcoholic liver disease (ALD). Transl Gastroenterol Hepatol 2021; 6:2. [PMID: 33409397 DOI: 10.21037/tgh.2019.09.06] [Citation(s) in RCA: 60] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2019] [Accepted: 09/04/2019] [Indexed: 12/12/2022] Open
Abstract
Inter-individual and inter-ethnic differences and difference in the severity and progression of liver disease among patients with non-alcoholic fatty liver disease (NAFLD) and alcoholic liver disease (ALD) suggests the involvement of genetic and epigenetic factors in their pathogenesis. This article reviews the genetic and epigenetic modifiers in patients with NAFLD and ALD. Evidence regarding the genetic and epigenetic disease modifiers of NAFLD and ALD was reviewed by searching the available literature. Both genome wide association studies (GWAS) and candidate gene studies pertaining to the pathogenesis in both diseases were included. Clinical implications of the available information are also discussed. Several studies have shown association of both NAFLD and ALD with I148M PNPLA3 variant. In addition to the higher prevalence of hepatic steatosis, the I148M PNPLA3 variant is also associated with severity of liver disease and risk of hepatocellular carcinoma (HCC). TM6SF2 is the other genetic variant shown to be significantly associated with hepatic steatosis and cirrhosis in patients with NAFLD and ALD. The Membrane bound O-acyltransferase domain-containing 7 (MBOAT7) genetic variant is also associated with both NAFLD and ALD. In addition to these mutations, several variants related to the genes involved in glucose metabolism, insulin resistance, lipid metabolism, oxidative stress, inflammatory pathways, fibrosis have also been shown to be the disease modifiers in patients with NAFLD and ALD. Epigenetics involving several micro RNAs and DNA methylation could also modify the disease course in NAFLD and ALD. In conclusion the available literature suggests that genetics and epigenetics are involved in the pathogenesis of NAFLD and ALD which may affect the disease prevalence, severity and response to treatment in these patients.
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Affiliation(s)
- Narendra Singh Choudhary
- Institute of Liver Transplantation and Regenerative Medicine, Medanta, The Medicity, Gurgaon, Delhi (NCR), India
| | - Ajay Duseja
- Department of Hepatology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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5
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Karrar A, Rajput B, Hariharan S, Abdelatif D, Houry M, Moosvi A, Ali I, Tan D, Noor S, Esmaeili D, Felix S, Alaparthi L, Otgonsuren M, Lam B, Goodman ZD, Younossi ZM. Major Histocompatibility Complex Class I-Related Chain A Alleles and Histology of Nonalcoholic Fatty Liver Disease. Hepatol Commun 2021; 5:63-73. [PMID: 33437901 PMCID: PMC7789833 DOI: 10.1002/hep4.1610] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 08/11/2020] [Accepted: 08/30/2020] [Indexed: 01/05/2023] Open
Abstract
Major histocompatibility complex class I-related chain A (MICA) is a highly polymorphic gene that modulates immune surveillance by binding to its receptor on natural killer cells, and its genetic polymorphisms have been associated with chronic immune-mediated diseases. The progressive form of nonalcoholic fatty liver disease (NAFLD), nonalcoholic steatohepatitis (NASH), is characterized by accumulation of fat and inflammatory cells in the hepatic parenchyma, potentially leading to liver cell injury and fibrosis. To date, there are no data describing the potential role of MICA in the pathogenesis of NAFLD. Therefore, our aim was to assess the association between MICA polymorphism and NASH and its histologic features. A total of 134 subjects were included. DNA from patients with biopsy-proven NAFLD were genotyped using polymerase chain reaction-sequence-specific oligonucleotide for MICA alleles. Liver biopsies were assessed for histologic diagnosis of NASH and specific pathologic features, including stage of fibrosis and grade of inflammation. Multivariate analysis was performed to draw associations between MICA alleles and the different variables; P ≤ 0.05 was considered significant. Univariate analysis showed that MICA*011 (odds ratio [OR], 7.14; 95% confidence interval [CI], 1.24-41.0; P = 0.04) was associated with a higher risk for histologic NASH. Multivariate analysis showed that MICA*002 was independently associated with a lower risk for focal hepatocyte necrosis (OR, 0.24; 95% CI, 0.08-0.74; P = 0.013) and advanced fibrosis (OR, 0.11; 95% CI, 0.02-0.70; P = 0.019). MICA*017 was independently associated with a higher risk for lymphocyte-mediated inflammation (OR, 5.12; 95% CI, 1.12-23.5; P = 0.035). Conclusion: MICA alleles may be associated with NASH and its histologic features of inflammation and fibrosis. Additional research is required to investigate the potential role of MICA in increased risk or protection against NAFLD.
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Affiliation(s)
- Azza Karrar
- Betty and Guy Beatty Center for Integrated ResearchInova Fairfax Medical CampusFalls ChurchVAUSA
| | - Bijal Rajput
- Betty and Guy Beatty Center for Integrated ResearchInova Fairfax Medical CampusFalls ChurchVAUSA
| | - Siddharth Hariharan
- Betty and Guy Beatty Center for Integrated ResearchInova Fairfax Medical CampusFalls ChurchVAUSA
| | - Dinan Abdelatif
- Center for Liver DiseasesDepartment of MedicineInova Fairfax HospitalFalls ChurchVAUSA
| | - Mohamad Houry
- Betty and Guy Beatty Center for Integrated ResearchInova Fairfax Medical CampusFalls ChurchVAUSA
| | - Ali Moosvi
- Betty and Guy Beatty Center for Integrated ResearchInova Fairfax Medical CampusFalls ChurchVAUSA
| | - Irfan Ali
- Center for Liver DiseasesDepartment of MedicineInova Fairfax HospitalFalls ChurchVAUSA
| | - Daisong Tan
- Center for Liver DiseasesDepartment of MedicineInova Fairfax HospitalFalls ChurchVAUSA
| | - Sohailla Noor
- Betty and Guy Beatty Center for Integrated ResearchInova Fairfax Medical CampusFalls ChurchVAUSA
| | - Donna Esmaeili
- Betty and Guy Beatty Center for Integrated ResearchInova Fairfax Medical CampusFalls ChurchVAUSA
| | - Sean Felix
- Betty and Guy Beatty Center for Integrated ResearchInova Fairfax Medical CampusFalls ChurchVAUSA
| | - Lakshmi Alaparthi
- Center for Liver DiseasesDepartment of MedicineInova Fairfax HospitalFalls ChurchVAUSA
| | - Munkhzul Otgonsuren
- Betty and Guy Beatty Center for Integrated ResearchInova Fairfax Medical CampusFalls ChurchVAUSA
| | - Brian Lam
- Betty and Guy Beatty Center for Integrated ResearchInova Fairfax Medical CampusFalls ChurchVAUSA.,Center for Liver DiseasesDepartment of MedicineInova Fairfax HospitalFalls ChurchVAUSA
| | - Zachary D Goodman
- Center for Liver DiseasesDepartment of MedicineInova Fairfax HospitalFalls ChurchVAUSA
| | - Zobair M Younossi
- Betty and Guy Beatty Center for Integrated ResearchInova Fairfax Medical CampusFalls ChurchVAUSA.,Center for Liver DiseasesDepartment of MedicineInova Fairfax HospitalFalls ChurchVAUSA
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Bhatt SP, Misra A, Pandey RM. rs7903146 (C/T) polymorphism of Transcription factor 7 like 2 (TCF7L-2) gene is independently associated with non-alcoholic fatty liver disease in Asian Indians. Diabetes Metab Syndr 2020; 14:175-180. [PMID: 32142998 DOI: 10.1016/j.dsx.2020.02.011] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 02/18/2020] [Accepted: 02/18/2020] [Indexed: 01/01/2023]
Abstract
BACKGROUND AND AIMS Transcription factor 7 like 2 (TCF7L-2) polymorphism has been associated with adipocyte metabolism and insulin resistance. Genetic investigations of non-alcoholic fatty liver disease (NAFLD) with obesity, type 2 diabetes mellitus (T2DM) and atherosclerosis are unknown. This study was designed to investigate the association of rs7903146 (C/T) polymorphism of TCF7L-2 gene with non-alcoholic fatty liver disease (NAFLD) in Asian Indians. METHODS In this case-control study 162 non-diabetic subjects with NAFLD and 173 body mass index (BMI)-matched controls without NAFLD were recruited. Abdominal ultrasound, clinical and biochemical investigations, fasting insulin levels and value of homeostasis model assessment of insulin resistance (HOMA-IR) was measured. Single nucleotide polymorphism rs7903146 (C/T) was genotyped by polymerase chain reaction-restriction fragment length polymorphisms. RESULTS The distribution of rs7903146 (C/T) alleles, the dominant model (CT + TT) and higher frequency (31%) of C/T genotype were significantly associated with NAFLD. C/T genotype of TCF7L2 gene was associated with significantly higher levels of BMI (p = 0.02), abdominal obesity (p < 0.05), fasting blood glucose (p = 0.05), hepatic transaminases (p < 0.05) and markers of insulin resistance (p < 0.05) in subjects with NAFLD. Using a multivariate analysis after adjusting for age and sex, TCF7L2 polymorphism was independently associated with presence of NAFLD [(OR: 3.234 (95% CI: 1.219-4.160, p = 0.002)]. CONCLUSION TCF7L2 (C/T) gene was Independently associated with NAFLD in Asian Indians.
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Affiliation(s)
- Surya Prakash Bhatt
- Diabetes Foundation (India), Safdarjung Development Area, New Delhi, 110016, India; National Diabetes Obesity and Cholesterol Foundation (N-DOC), Safdarjung Development Area, New Delhi, 110016, India; Department of Pulmonary, Critical Care and Sleep Medicine, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India; Fortis C-DOC Center of Excellence for Diabetes, Metabolic Diseases, and Endocrinology, B-16, Chirag Enclave, New Delhi, India
| | - Anoop Misra
- Diabetes Foundation (India), Safdarjung Development Area, New Delhi, 110016, India; National Diabetes Obesity and Cholesterol Foundation (N-DOC), Safdarjung Development Area, New Delhi, 110016, India; Fortis C-DOC Center of Excellence for Diabetes, Metabolic Diseases, and Endocrinology, B-16, Chirag Enclave, New Delhi, India.
| | - Ravindra Mohan Pandey
- Biostatics, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
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Karrar A, Hariharan S, Fazel Y, Moosvi A, Houry M, Younoszai Z, Jeffers T, Zheng L, Munkhzul O, Hunt S, Monge F, Goodman Z, Younossi ZM. Analysis of human leukocyte antigen allele polymorphism in patients with non alcoholic fatty liver disease. Medicine (Baltimore) 2019; 98:e16704. [PMID: 31393374 PMCID: PMC6708789 DOI: 10.1097/md.0000000000016704] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
The human leukocyte antigen (HLA) genes may play a role in the pathogenesis of non-alcoholic fatty liver disease (NAFLD) and its progressive form, non-alcoholic steatohepatitis (NASH). The aim of this study was to assess the association of HLA class I and II alleles with NASH and its histological features.Deoxyribonucleic acid (DNA) was extracted from 140 subjects (85 biopsy-proven NAFLD and 55 controls) and genotyped for HLA (-A, -B, -C, -DR1, -DR3, -DQ, and -DP). Liver biopsies were assessed for presence of NASH, degree of fibrosis and inflammation. Multivariate analysis was performed to assess associations between HLA genes and different histologic features of NAFLD.Our data for HLA class I showed that HLA-C*4 was associated with lower risk for histologic NASH and HLA-C*6 was protective against portal fibrosis. Conversely, HLA-B*27 was associated with high-grade hepatic steatosis, while HLA-A*31 was associated with increased risk for advanced fibrosis. Among HLA class II alleles, HLA-DQA1*01 was associated with lower risk for NASH while HLA-DRB1*03 was associated with increased risk for NASH.Our findings indicate that HLA class I and II gene polymorphism may be associated with susceptibility to NASH, fibrosis and other pathologic features and may be involved in the pathogenesis of NAFLD.
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Affiliation(s)
- Azza Karrar
- Betty and Guy Beatty Center for Integrated Research, Inova Health System
| | | | - Yousef Fazel
- Betty and Guy Beatty Center for Integrated Research, Inova Health System
| | - Ali Moosvi
- Betty and Guy Beatty Center for Integrated Research, Inova Health System
| | - Mohamad Houry
- Betty and Guy Beatty Center for Integrated Research, Inova Health System
| | - Zahra Younoszai
- Betty and Guy Beatty Center for Integrated Research, Inova Health System
| | - Thomas Jeffers
- Betty and Guy Beatty Center for Integrated Research, Inova Health System
| | - Li Zheng
- Betty and Guy Beatty Center for Integrated Research, Inova Health System
| | | | - Sharon Hunt
- Betty and Guy Beatty Center for Integrated Research, Inova Health System
| | - Fanny Monge
- Center for Liver Diseases, Department of Medicine, Inova Fairfax Hospital, Falls Church, VA
| | - Zachary Goodman
- Center for Liver Diseases, Department of Medicine, Inova Fairfax Hospital, Falls Church, VA
| | - Zobair M. Younossi
- Betty and Guy Beatty Center for Integrated Research, Inova Health System
- Center for Liver Diseases, Department of Medicine, Inova Fairfax Hospital, Falls Church, VA
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8
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Kapil S, Duseja A, Sharma BK, Singla B, Chakraborti A, Das A, Ray P, Dhiman RK, Chawla Y. Genetic polymorphism in CD14 gene, a co-receptor of TLR4 associated with non-alcoholic fatty liver disease. World J Gastroenterol 2016; 22:9346-9355. [PMID: 27895422 PMCID: PMC5107698 DOI: 10.3748/wjg.v22.i42.9346] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Revised: 08/03/2016] [Accepted: 09/14/2016] [Indexed: 02/06/2023] Open
Abstract
AIM To evaluate the pathogenic role of toll-like receptor (TLR) gene polymorphisms in patients with non-alcoholic fatty liver disease (NAFLD).
METHODS Two hundred and fifty subjects (NAFLD = 200, healthy volunteers = 50) underwent polymerase chain reaction and restriction fragment length polymorphism to assess one polymorphism in the toll-like receptor 2 (TLR2) gene (A753G), two polymorphisms in the TLR4 gene (TLR4 Asp299Gly and Thr399Ile allele), and two polymorphisms in the cluster of differentiation 14 (CD14) (C-159T and C-550T) gene, a co-receptor of TLR4. Association of TLR gene polymorphisms with NAFLD and its severity was evaluated by genetic models of association.
RESULTS On both multiplicative and recessive models of gene polymorphism association, there was significant association of CD14 C (-159) T polymorphism with NAFLD; patients with TT genotype had a 2.6 fold increased risk of developing NAFLD in comparison to CC genotype. There was no association of TLR2 Arg753Gln, TLR4 Asp299Gly, Thr399Ile, and CD14 C (-550) T polymorphisms with NAFLD. None of the TLR gene polymorphisms had an association with histological severity of NAFLD.
CONCLUSION Patients with CD14 C (-159) T gene polymorphism, a co-receptor of TLR4, have an increased risk of NAFLD development.
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Zhang RN, Zheng RD, Mi YQ, Zhou D, Shen F, Chen GY, Zhu CY, Pan Q, Fan JG. APOC3 rs2070666 Is Associated with the Hepatic Steatosis Independently of PNPLA3 rs738409 in Chinese Han Patients with Nonalcoholic Fatty Liver Diseases. Dig Dis Sci 2016; 61:2284-2293. [PMID: 27059980 DOI: 10.1007/s10620-016-4120-7] [Citation(s) in RCA: 18] [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: 10/01/2015] [Accepted: 03/06/2016] [Indexed: 01/01/2023]
Abstract
BACKGROUND AND AIM The association between nonalcoholic fatty liver disease (NAFLD) and apolipoprotein C3 gene (APOC3) promoter region single-nucleotide polymorphisms (SNPs) rs2854117 and rs2854116 is controversial. The aim of this study was to investigate the relationship between other polymorphisms of APOC3 and NAFLD in Chinese. METHODS Fifty-nine liver biopsy-proven NAFLD patients and 72 healthy control subjects were recruited to a cohort representing Chinese Han population. The polymorphisms in the exons and flanking regions of APOC3 and patatin-like phospholipase domain-containing protein 3 (PNPLA3) rs738409 polymorphisms were genotyped. RESULTS Among the five SNPs (rs4225, rs4520, rs5128, rs2070666, and rs2070667) in APOC3, only rs2070666 (c.179 + 62 T/A) was significantly different in genotype and allele frequency (both p < 0.01) between groups of NAFLD and control. After adjusting for sex, age, serum triglycerides, total cholesterol, body mass index, and the PNPLA3 rs738409 polymorphism, the APOC3 rs2070666 A allele was an independent risk factor for NAFLD with an odds ratio (OR) of 3.683 and 95 % confidence interval (CI) of 1.037-13.084. The APOC3 rs2070666 A allele was linked to the fourth quartile of the controlled attenuation parameter values (OR 2.769, 95 % CI 1.002-7.651) in 131 subjects, and also linked to the significant histological steatosis (OR 4.986, 95 % CI 1.020-24.371), but neither to liver stiffness measurement values nor to hepatic histological activity and fibrosis in NAFLD patients. CONCLUSIONS The APOC3 rs2070666 A allele is a risk factor for NAFLD independent of obesity, dyslipidemia, and PNPLA3 rs738409, and it might contribute to increased liver fat content in Chinese Han population.
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Affiliation(s)
- Rui-Nan Zhang
- Department of Gastroenterology and Center for Fatty Liver, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200092, China
| | - Rui-Dan Zheng
- Department of Hepatology, Zhengxing Hospital, Zhangzhou, 363000, China
| | - Yu-Qiang Mi
- Department of Infective Disease, Tianjin Infectious Disease Hospital, Tianjin, 300192, China
| | - Da Zhou
- Department of Gastroenterology and Center for Fatty Liver, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200092, China
| | - Feng Shen
- Department of Gastroenterology and Center for Fatty Liver, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200092, China
| | - Guang-Yu Chen
- Department of Gastroenterology and Center for Fatty Liver, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200092, China
| | - Chan-Yan Zhu
- Department of Gastroenterology and Center for Fatty Liver, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200092, China
| | - Qin Pan
- Department of Gastroenterology and Center for Fatty Liver, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200092, China.
| | - Jian-Gao Fan
- Department of Gastroenterology and Center for Fatty Liver, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200092, China.
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Tai FWD, Syn WK, Alazawi W. Practical approach to non-alcoholic fatty liver disease in patients with diabetes. Diabet Med 2015; 32:1121-33. [PMID: 25683343 DOI: 10.1111/dme.12725] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/09/2015] [Indexed: 12/21/2022]
Abstract
The prevalence of Type 2 diabetes is expected to increase in parallel with obesity rates and the ageing population. Recent studies show that Type 2 diabetes is associated with a twofold increase in the risk of non-alcoholic fatty liver disease, a leading cause of chronic liver disease. Individuals with non-alcoholic steatohepatitis, a more advanced stage of non-alcoholic fatty liver disease, are specifically at risk of developing fibrosis/cirrhosis (end-stage liver disease) and hepatocellular carcinoma; therefore, identifying individuals (with Type 2 diabetes) who are likely to develop hepatic complications is paramount. In the present clinical review, we discuss the potential impact of non-alcoholic fatty liver disease diagnosis on Type 2 diabetes, and the putative risk factors for developing non-alcoholic steatohepatitis and non-alcoholic steatohepatitis fibrosis. We highlight the limitations of currently used tools in non-alcoholic fatty liver disease diagnosis and staging, and provide an insight into future developments in the field. We present an example of a non-alcoholic fatty liver disease screening protocol and discuss the therapeutic options currently available to our patients.
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Affiliation(s)
- F W D Tai
- The Liver Unit, Barts Health NHS Trust, London, UK
| | - W-K Syn
- The Liver Unit, Barts Health NHS Trust, London, UK
- Regeneration and Repair Group, Institute of Hepatology, London, UK
| | - W Alazawi
- The Liver Unit, Barts Health NHS Trust, London, UK
- The Blizard Institute, Queen Mary, University of London, London, UK
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Duseja A, Singh SP, Saraswat VA, Acharya SK, Chawla YK, Chowdhury S, Dhiman RK, Jayakumar RV, Madan K, Misra SP, Mishra H, Modi SK, Muruganathan A, Saboo B, Sahay R, Upadhyay R. Non-alcoholic Fatty Liver Disease and Metabolic Syndrome-Position Paper of the Indian National Association for the Study of the Liver, Endocrine Society of India, Indian College of Cardiology and Indian Society of Gastroenterology. J Clin Exp Hepatol 2015; 5:51-68. [PMID: 25941433 PMCID: PMC4415196 DOI: 10.1016/j.jceh.2015.02.006] [Citation(s) in RCA: 119] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2014] [Accepted: 02/27/2015] [Indexed: 02/07/2023] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is closely associated with metabolic syndrome. Prevalence of metabolic risk factors including diabetes mellitus, obesity, etc. is rapidly increasing in India putting this population at risk for NAFLD. Patients with NAFLD are at increased risk for liver-related morbidity and mortality and also cardiovascular disease risk and increased incidence of diabetes mellitus on long-term follow-up. Management of patients with NAFLD may require a multi-disciplinary approach involving not only the hepatologists but also the internists, cardiologists, and endocrinologists. This position paper which is a combined effort of the Indian National Association for Study of the Liver (INASL), Endocrine Society of India (ESI), Indian College of Cardiology (ICC) and the Indian Society of Gastroenterology (ISG) defines the spectrum of NAFLD and the association of NAFLD with insulin resistance and metabolic syndrome besides suggesting preferred approaches for the diagnosis and management of patients with NAFLD in the Indian context.
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Key Words
- ALT, Alanine Aminotransferase
- APO C3, Apolipoprotein C3
- ARFI, Acoustic Radiation Forced Impulse
- AST, Aspartate Aminotransferase
- ATPIII, Adult Treatment Panel III
- BMI, Body mass index
- CAD, Coronary artery disease
- CC, Cryptogenic Cirrhosis
- CIMT, Carotid Intima Media Thickness
- CK 18, Cytokeratin 18
- CT, Computed Tomography
- DM, Diabetes Mellitus
- EBP, Enhancer-Binding Protein
- EMA, Anti-Endomysial antibodies
- FFA, Free Fatty Acids
- FMD, Flow-Mediated Vasodilatation
- FPG, Fasting Plasma Glucose
- GTT, Glucose Tolerance Test
- HCC, Hepatocellular Carcinoma
- HOMA-IR, Homeostasis Model Assessment for Insulin Resistance
- HTG, Hepatic triglyceride
- HTN, Hypertension
- IFG, Impaired Fasting Glucose
- IGT, Impaired Glucose Tolerance
- IKK-β, Inhibitor of nuclear factor kappa-B kinase beta
- IR, Insulin resistance
- IRS-1, Insulin Receptor Substrate-1
- ITT, Insulin Tolerance Test
- LFTs, Liver Function Tests
- MRE, Magnetic Resonance Elastography
- MS, Metabolic syndrome
- NAFLD
- NAFLD, Non-alcoholic fatty liver disease
- NASH
- NASH, Non-Alcoholic Steatohepatitis
- NF-κβ, Nuclear Factor Kappa Β
- PCOS, Polycystic Ovarian Syndrome
- PPG, Post-Prandial Glucose
- PROCAM, Prospective Cardiovascular Munster study
- SREBP, Sterol-Regulatory Element-Binding Protein
- T2DM, Type 2 Diabetes Mellitus
- TE, Transient elastography
- TG, Triglycerides
- TTG, Anti-tissue transglutaminase
- VHCC, Virus-related HCC
- VLDL, Very Low Density Lipoprotein
- WHO, World Health Organization
- cryptogenic cirrhosis
- insulin resistance
- nonalcoholic steatohepatitis
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Affiliation(s)
- Ajay Duseja
- Department of Hepatology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Shivaram P. Singh
- Department of Gastroenterology, SCB Medical College, Cuttack, Odisha, India
- Address for correspondence: Shivaram P. Singh, Professor and Head, Department of Gastroenterology, SCB Medical College, Cuttack 753007, Odisha, India. Tel.: +91 671 2433865.
| | - Vivek A. Saraswat
- Department of Gastroenterology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India
| | - Subrat K. Acharya
- Department of Gastroenterology, All India Institute of Medical Sciences, New Delhi, India
| | - Yogesh K. Chawla
- Department of Hepatology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Subhankar Chowdhury
- Department of Endocrinology, Institute of Postgraduate Medical Education & Research and SSKM Hospital, Kolkata, West Bengal, India
| | - Radha K. Dhiman
- Department of Hepatology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | | | - Kaushal Madan
- Medanta Institute of Digestive and Hepatobiliary Sciences, Medanta—The Medicity, Gurgaon, Haryana, India
| | - Sri P. Misra
- Department of Gastroenterology, MotiLal Nehru Medical College, Allahabad, Uttar Pradesh, India
| | - Hrudananda Mishra
- Department of Cardiology, SCB Medical College, Cuttack, Odisha, India
| | - Sunil K. Modi
- Department of Cardiology, Indraprastha Apollo Hospital, New Delhi, India
| | - Arumugam Muruganathan
- The Tamil Nadu Dr. M.G.R. Medical University & AG Hospital, Tirupur, Tamil Nadu, India
| | - Banshi Saboo
- Department of Endocrinology, Diabetes Care & Hormone Clinic, Ahmedabad, Gujarat, India
| | - Rakesh Sahay
- Osmania Medical College & Osmania General Hospital, Hyderabad, Andhra Pradesh & MediCiti Hospital, Hyderabad, Andhra Pradesh, India
| | - Rajesh Upadhyay
- Department of Gastroenterology, Max Super Speciality Hospital, Shalimar Bagh, New Delhi, India
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12
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Zhang H, Chen L, Xin Y, Lou Y, Liu Y, Xuan S. Apolipoprotein c3 gene polymorphisms are not a risk factor for developing non-alcoholic Fatty liver disease: a meta-analysis. HEPATITIS MONTHLY 2014; 14:e23100. [PMID: 25477977 PMCID: PMC4250968 DOI: 10.5812/hepatmon.23100] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/27/2014] [Revised: 09/19/2014] [Accepted: 09/23/2014] [Indexed: 12/11/2022]
Abstract
CONTEXT Our objective was to evaluate the effect of gene polymorphisms of apolipoprotein C3 (APOC3) on the development of non-alcoholic fatty liver disease (NAFLD) in different populations. EVIDENCE ACQUISITION We performed a meta-analysis of all relevant studies published in the literature. A total of 115 clinical trials or reports were identified, but only seven trials met our inclusion criteria. A meta-analysis was performed according to the Cochrane Reviewers' Handbook recommendations. RESULTS Five hospital-based and two population-based case-control studies were included in the final analysis. The overall frequency of APOC3 gene polymorphisms was 67.5% (1177/1745) in NAFLD and 68.8% (988/1437) in controls. The summary odds ratio for the association of gene polymorphisms of APOC3 and the risk of NAFLD was 1.03 (95% CI: 0.89-1.22),which was not statistically significant (P > 0.05). CONCLUSIONS Our meta-analysis, while not ruling out possible publication bias, showed no association between gene polymorphisms of APOC3 and the risk of NAFLD development in different populations in the world.
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Affiliation(s)
- Haiying Zhang
- Department of Gastroenterology, The Second Affiliated Hospital of Qingdao University Medical College, Qingdao, China
- Department of Gastroenterology, Qingdao Central Hospital, Qingdao, China
- Medical College of Qingdao University, Qingdao, China
| | - Lizhen Chen
- Medical College of Qingdao University, Qingdao, China
| | - Yongning Xin
- Department of Gastroenterology, Qingdao Municipal Hospital, Qingdao, China
- Corresponding Authors: Yongning Xin, Department of Gastroenterology, Qingdao Municipal Hospital, Qingdao 266021, Shandong Province, China. Tel: +86-53288905289, Fax: +86-53288905293, E-mail: ; Shiying Xuan, Department of Gastroenterology, Qingdao Municipal Hospital, Qingdao 266021, Shandong Province, China, E-mail:
| | - Yuangui Lou
- Department of Gastroenterology, The Second Affiliated Hospital of Qingdao University Medical College, Qingdao, China
- Department of Gastroenterology, Qingdao Central Hospital, Qingdao, China
| | - Yang Liu
- Medical College of Qingdao University, Qingdao, China
| | - Shiying Xuan
- Department of Gastroenterology, Qingdao Municipal Hospital, Qingdao, China
- Corresponding Authors: Yongning Xin, Department of Gastroenterology, Qingdao Municipal Hospital, Qingdao 266021, Shandong Province, China. Tel: +86-53288905289, Fax: +86-53288905293, E-mail: ; Shiying Xuan, Department of Gastroenterology, Qingdao Municipal Hospital, Qingdao 266021, Shandong Province, China, E-mail:
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13
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Marzuillo P, Miraglia del Giudice E, Santoro N. Pediatric fatty liver disease: role of ethnicity and genetics. World J Gastroenterol 2014; 20:7347-7355. [PMID: 24966605 PMCID: PMC4064080 DOI: 10.3748/wjg.v20.i23.7347] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2013] [Revised: 01/04/2014] [Accepted: 01/20/2014] [Indexed: 02/06/2023] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) comprehends a wide range of conditions, encompassing from fatty liver or steatohepatitis with or without fibrosis, to cirrhosis and its complications. NAFLD has become the most common form of liver disease in childhood as its prevalence has more than doubled over the past 20 years, paralleling the increased prevalence of childhood obesity. It currently affects between 3% and 11% of the pediatric population reaching the rate of 46% among overweight and obese children and adolescents. The prevalence of hepatic steatosis varies among different ethnic groups. The ethnic group with the highest prevalence is the Hispanic one followed by the Caucasian and the African-American. This evidence suggests that there is a strong genetic background in the predisposition to fatty liver. In fact, since 2008 several common gene variants have been implicated in the pathogenesis of fatty liver disease. The most important is probably the patatin like phospholipase containing domain 3 gene (PNPLA3) discovered by the Hobbs' group in 2008. This article reviews the current knowledge regarding the role of ethnicity and genetics in pathogenesis of pediatric fatty liver.
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14
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Mehta R, Birerdinc A, Younossi ZM. Host genetic variants in obesity-related nonalcoholic fatty liver disease. Clin Liver Dis 2014; 18:249-67. [PMID: 24274878 DOI: 10.1016/j.cld.2013.09.017] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Nonalcoholic fatty liver disease (NAFLD) is a complex disease. The considerable variability in the natural history of the disease suggests an important role for genetic variants in the disease development and progression. There is evidence based on genome-wide association studies and/or candidate gene studies that genetic polymorphisms underlying insulin signaling, lipid metabolism, oxidative stress, fibrogenesis, and inflammation can predispose individuals to NAFLD. This review highlights some of the genetic variants in NAFLD.
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Affiliation(s)
- Rohini Mehta
- Betty and Guy Beatty Center for Integrated Research, Center for Liver Disease, Inova Health System, Claude Moore Building, 3300 Gallows Road, Falls Church, VA 22042, USA
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15
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Abstract
There are trillions of microorganisms in the human intestine collectively called gut microbiota. Obesity may be affected by the gut microbiota through energy harvesting and fat storage by the bacteria. Small intestinal bacterial overgrowth is also responsible for endotoxemia, systemic inflammation, and its consequences including obesity and nonalcoholic fatty liver disease (NAFLD). Relationship between gut microbiota and NAFLD is also dependent on altered choline and bile acid metabolism and endogenous alcohol production by gut bacteria. Further evidence linking gut microbiota with obesity and NAFLD comes from studies showing usefulness of probiotics in animals and patients with NAFLD. This article reviews the relationship among gut microbiota, obesity, and NAFLD.
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Affiliation(s)
- Ajay Duseja
- Department of Hepatology, Post Graduate Institute of Medical Education and Research, Sector 12, Chandigarh 160012, India
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16
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Walker RW, Sinatra F, Hartiala J, Weigensberg M, Spruijt-Metz D, Alderete TL, Goran MI, Allayee H. Genetic and clinical markers of elevated liver fat content in overweight and obese Hispanic children. Obesity (Silver Spring) 2013; 21:E790-7. [PMID: 23804528 PMCID: PMC3855210 DOI: 10.1002/oby.20523] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2013] [Accepted: 05/29/2013] [Indexed: 12/11/2022]
Abstract
OBJECTIVE Genetic variation in six genes has been associated with elevated liver fat and nonalcoholic fatty liver disease in adults. The influence of these genes on liver fat and whether a genetic risk score (GRS) would improve upon the ability of common clinical risk factors to predict elevated liver fat content (ELF) in Hispanic children was determined. DESIGN AND METHODS 223 obese Hispanic children were genotyped for six SNPs. MRI was used to measure liver fat. A GRS was tested for association with ELF using multivariate linear regression. Predictors were assessed via ROC curves and pair-wise analysis was used to determine significance alone and combined with clinical markers. RESULTS Only variants in PNPLA3 and APOC3 genes were associated with liver fat (P < 0.001, P = 0.01, respectively). Subjects with a GRS = 4 had ∼3-fold higher liver fat content than subjects with GRS of 0 (15.1 ± 12.7 vs. 5.1 ± 3.7%, P = 0.03). While the addition of the GRS to a model containing BMI and liver enzymes increased ROC AUC from 0.83 to 0.85 [95% CI, 0.79-0.89], (P = 0.01), it does not improve detection of ELF from a clinical perspective. CONCLUSIONS Only PNPLA3 and APOC3 were related to ELF and a GRS comprised of these susceptibility alleles did not add to the discriminatory power of traditional biomarkers for clinical assessment of liver fat.
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Affiliation(s)
- Ryan W Walker
- Department of Preventive Medicine, University of Southern California, Keck School of Medicine, Los Angeles, USA
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17
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Abstract
The nonalcoholic fatty liver disease (NAFLD) is defined as the presence of hepatic steatosis, determined by either imaging or histology, in the absence of secondary causes of hepatic fat accumulation. Nonalcoholic fatty liver is defined as the presence of hepatic steatosis with no evidence of hepatocellular injury in the form of ballooning of the hepatocytes or fibrosis. NASH is defined as the presence of hepatic steatosis and inflammation with hepatocyte injury (ballooning) with or without fibrosis. Although initial epidemiological studies have focused on its prevalence in the Western countries, it is becoming increasingly clear that NAFLD is highly prevalent in the Asia Pacific region, and there may be important distinctions in its phenotype between Asia Pacific and Western countries. Of particular interest are "lean NAFLD" and the "urban-rural divide," which will be discussed in this review article. Obesity, dyslipidemia, type 2 diabetes and metabolic syndrome are established risk factors for developing NAFLD. Many other risk factors (e.g., hypothyroidism, polycystic ovary syndrome, obstructive sleep apnea, hypopituitarism and hypogonadism) for NAFLD have been described in the Western countries, but these associations are yet to be investigated adequately in the Asia Pacific region.
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Farrell GC, Wong VWS, Chitturi S. NAFLD in Asia--as common and important as in the West. Nat Rev Gastroenterol Hepatol 2013; 10:307-18. [PMID: 23458891 DOI: 10.1038/nrgastro.2013.34] [Citation(s) in RCA: 352] [Impact Index Per Article: 29.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
NAFLD--regarded as a consequence of the modern sedentary, food-abundant lifestyle prevalent in the West--was recorded in Japan nearly 50 years ago and its changing epidemiology during the past three decades is well-documented. NAFLD, and its pathologically more severe form NASH, occur in genetically susceptible people who are over-nourished. Asian people are particularly susceptible, partly owing to body composition differences in fat and muscle. Community prevalence ranges between 20% (China), 27% (Hong Kong), and 15-45% (South Asia, South-East Asia, Korea, Japan and Taiwan). This Review presents emerging data on genetic polymorphisms that predispose Asian people to NAFLD, NASH and cirrhosis, and discusses the clinical and pathological outcomes of these disorders. NAFLD is unlikely to be less severe in Asians than in other populations, but the associated obesity and diabetes pandemics have occurred more recently in Asia than in Europe and the USA, and occur with reduced degrees of adiposity. Cases of cryptogenic cirrhosis and hepatocellular carcinoma have also been attributed to NAFLD. Public health efforts to curb over-nutrition and insulin resistance are needed to prevent and/or reverse NAFLD, as well as its adverse health outcomes of type 2 diabetes, cardiovascular events, cirrhosis and liver cancer.
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Affiliation(s)
- Geoffrey C Farrell
- ANU Medical School, Australian National University and Gastroenterology and Hepatology Unit, The Canberra Hospital, Yamba Drive, Garran, ACT 2605, Australia.
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Genetics of nonalcoholic Fatty liver disease: an overview. J Genet Genomics 2012; 40:15-22. [PMID: 23357341 DOI: 10.1016/j.jgg.2012.12.001] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2012] [Revised: 09/21/2012] [Accepted: 12/17/2012] [Indexed: 12/11/2022]
Abstract
Nonalcoholic fatty liver disease (NAFLD) is the most common liver disease in the world today. Its incidence in adults and children is rising rapidly due to the ongoing epidemics of obesity and type 2 diabetes. Hence, it has become a global public health issue. Environmental factors have been found to play a major role in the etiology of NAFLD, especially for genetically susceptible populations. Among these, one of the most important factors is junk food, especially the typical "Western-style" diet rich in simple carbohydrates, saturated fat, and highly processed food materials. Genetic predisposition to NAFLD does occur; however, a precise definition of genetic factors responsible for NAFLD is still lacking. Specific variants of different genes have been shown to present a risk for NAFLD. Genetic studies might be helpful in the management of the disease by developing novel treatment strategies based on individual's genotype.
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20
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Liu CJ. Prevalence and risk factors for non-alcoholic fatty liver disease in Asian people who are not obese. J Gastroenterol Hepatol 2012; 27:1555-60. [PMID: 22741595 DOI: 10.1111/j.1440-1746.2012.07222.x] [Citation(s) in RCA: 159] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Fatty liver (hepatic steatosis) is prevalent in industrialized countries. It is typically linked to obesity, central obesity and the presence of metabolic syndrome. With the introduction of a Westernized lifestyle and the increasing frequency of obesity in the Asia-Pacific region, the prevalence of non-alcoholic fatty liver disease (NAFLD) has been increasing over the past two decades. The risk factors are similar to those in other ethnic populations; but it is important to adopt the regional (ethnic-specific) anthropometric criteria to define overweight, obesity (including central obesity) and metabolic syndrome. To be noted, even using strict ethnic-specific criteria, a high percentage (15-21%) of Asia-Pacific NAFLD subjects in some series have been found to be non-obese, i.e. to have a normal body mass index (BMI) (17.5-22.4 kg/m(2)) or to be overweight (BMI 22.5-24.9 kg/m(2)). Differential distribution of visceral adipose tissue, recent increase in body weight, intake of high cholesterol diet and genetic background are factors likely associated with the development of NAFLD in these non-obese (but often overweight) Asia-Pacific subjects. Furthermore, insulin resistance may be the underlying key mechanism. In addition, since NAFLD may be the hepatic manifestation of metabolic syndrome, the presence of NAFLD is a predictor of future type 2 diabetes, metabolic syndrome and cardiovascular disease. Therefore, interventions at the public health level are indicated to halt the trend of overweight as well as obesity in Asia-Pacific region, particularly among those with relevant family history. Since the pathophysiology of NAFLD is closely related to metabolic derangement, lifestyle modification remains the cornerstone of management.
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Affiliation(s)
- Chun-Jen Liu
- Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine and National Taiwan University Hospital, Taipei, Taiwan.
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Abstract
Non-alcoholic fatty liver disease (NAFLD) is an important cause of liver disease worldwide with prevalence ranging from 10% to 30% in various countries. It has become an important cause of unexplained rise in transaminases, cryptogenic cirrhosis, and cryptogenic hepatocellular carcinoma. Pathogenesis is related to obesity, insulin resistance, oxidative stress, lipotoxicity, and resultant inflammation in the liver progressing to fibrosis. Pharmacological treatment in patients with NAFLD is still evolving and the treatment of these patients rests upon lifestyle modification with diet and exercise being the cornerstones of therapy. While there are many similarities between patients with NAFLD from Asia and the West, there are certain features which make the patients with NAFLD from Asia stand apart. This review highlights the data on NAFLD from Asia comparing it with the data from the West.
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Key Words
- ALT, alanine aminotransferases
- APO C3, apolipoprotein C3
- CC, cryptogenic cirrhosis
- CLD, chronic liver disease
- Cirrhosis
- DM, diabetes mellitus
- FRAP, ferric-reducing ability of plasma
- GSH, glutathione
- HCC, hepatocellular carcinoma
- HCV, hepatitis C virus
- HDL, high-density lipoprotein
- HTN, hypertension
- IR, insulin resistance
- ITT, insulin tolerance test
- MS, metabolic syndrome
- NAFLD, non-alcoholic fatty liver disease
- NASH, non-alcoholic steatohepatitis
- PCC, protein carbonyl
- PNPLA3, patatin-like phospholipase domain-containing protein 3
- SOD, superoxide dismutase
- TBARS, thiobarbituric acid reactive substances
- TG, triglyceride
- TGF-β, transforming growth factor-beta
- TNF-α, tumor necrosis factor-alfa
- VLDL, very low density lipoproteins
- diabetes mellitus
- gene mutations
- insulin resistance
- metabolic syndrome
- non-alcoholic steatohepatitis
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