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Novel plasma biomarkers associated with liver disease severity in adults with nonalcoholic fatty liver disease.

ABSTRACT: Despite the high prevalence of nonalcoholic fatty liver disease (NAFLD), therapeutic options and noninvasive markers of disease activity and severity remain limited. We investigated the association between plasma biomarkers and liver histology in order to identify markers of disease activity and severity in patients with biopsy-proven NAFLD. Thirty-two plasma biomarkers chosen a priori as possible discriminators of NAFLD were measured in participants enrolled in the Nonalcoholic Steatohepatitis (NASH) Clinical Research Network. Dichotomized histologic outcomes were evaluated using centrally read biopsies. Biomarkers with statistically significant associations with NAFLD histology were evaluated in multivariable models adjusted for clinical factors. Of 648 participants (74.4% white, 61.7% female, mean age 47.7 years), 58.0% had definite NASH, 55.5% had mild/no fibrosis (stage 0-1), and 44.4% had significant fibrosis (stage 2-4). Increased activated plasminogen activator inhibitor 1 had a strong association with definite NASH compared to not NASH or borderline NASH in multivariable analysis (odds ratio = 1.20, 95% confidence interval 1.08-1.34, P < 0.001). Biomarkers associated with significant fibrosis (versus mild/no fibrosis) in multivariable analysis included higher levels of interleukin-8, monocyte chemoattractant protein-1, resistin, soluble interleukin-1 receptor I, soluble interleukin-2 receptor alpha, and tumor necrosis factor alpha and lower levels of insulin-like growth factor 2. CONCLUSIONS:Specific plasma biomarkers are significantly associated with disease activity and severity of fibrosis in NAFLD and are potentially valuable tools for noninvasive stratification of patients with NAFLD and identification of targets for therapeutic intervention. (Hepatology 2017;65:65-77).

SUBMITTER: Ajmera V

PROVIDER: S-EPMC5191932 | biostudies-literature | 2017 Jan

REPOSITORIES: biostudies-literature

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Novel plasma biomarkers associated with liver disease severity in adults with nonalcoholic fatty liver disease.

Ajmera Veeral V Perito Emily R ER Bass Nathan M NM Terrault Norah A NA Yates Katherine P KP Gill Ryan R Loomba Rohit R Diehl Anna Mae AM Aouizerat Bradley E BE

Hepatology (Baltimore, Md.) 20161012 1

Despite the high prevalence of nonalcoholic fatty liver disease (NAFLD), therapeutic options and noninvasive markers of disease activity and severity remain limited. We investigated the association between plasma biomarkers and liver histology in order to identify markers of disease activity and severity in patients with biopsy-proven NAFLD. Thirty-two plasma biomarkers chosen a priori as possible discriminators of NAFLD were measured in participants enrolled in the Nonalcoholic Steatohepatitis ...[more]

PMID: 27532276

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Project description:BackgroundNonalcoholic fatty liver disease (NAFLD) is the most common liver disease. Metabolism-related genes significantly influence the onset and progression of the disease. Hence, it is necessary to screen metabolism-related biomarkers for the diagnosis and treatment of NAFLD patients.MethodsGSE48452, GSE63067, and GSE89632 datasets including nonalcoholic steatohepatitis (NASH) and healthy controls (HC) analyzed in this study were retrieved from the Gene Expression Omnibus (GEO) database. First, differentially expressed genes (DEGs) between NASH and HC samples were obtained. Next, metabolism-related DEGs (MR-DEGs) were identified by overlapping DEGs and metabolism-related genes (MRG). Further, a protein-protein interaction (PPI) network was developed to show the interaction among MR-DEGs. Subsequently, the "Least absolute shrinkage and selection operator regression" and "Random Forest" algorithms were used to screen metabolism-related genes (MRGs) in patients with NAFLD. Next, immune cell infiltration and gene set enrichment analyses (GSEA) were performed on these metabolism-related genes. Finally, the expression of metabolism-related gene was determined at the transcription level.ResultsFirst, 129 DEGs related to NAFLD development were identified among patients with nonalcoholic steatohepatitis (NASH) and healthy control. Next, 18 MR-DEGs were identified using the Venn diagram. Subsequently, four genes, including AMDHD1, FMO1, LPL, and P4HA1, were identified using machine learning algorithms. Moreover, a regulatory network consisting of four genes, 25 microRNAs (miRNAs), and 41 transcription factors (TFs) was constructed. Finally, a significant increase in FMO1 and LPL expression levels and a decrease in AMDHD1 and P4HA1 expression levels were observed in patients in the NASH group compared to the HC group.ConclusionMetabolism-related genes associated with NAFLD were identified, containing AMDHD1, FMO1, LPL, and P4HA1, which provide insights into diagnosing and treating patients with NAFLD.

Project description:Background & aimsAlterations in the gut microbiome have been associated with the severity of nonalcoholic fatty liver disease (NAFLD). Previous studies focused exclusively on the bacteria in the microbiome; we investigated changes in the viral microbiome (virome) in patients with NAFLD.MethodsIn a prospective, cross-sectional, observational study, we extracted RNA and DNA virus-like particles from fecal samples from 73 patients with NAFLD: 29 patients had an NAFLD Activity Score (NAS) of 0-4, 44 patients had an NAS of 5-8 or liver cirrhosis (LCI), 37 patients had F0-F1 fibrosis, and 36 patients had F2-F4 fibrosis. As controls, 9 individuals without liver disease and 13 patients with mild primary biliary cholangitis were included in the analysis. We performed shotgun metagenomic sequencing of virus-like particles.ResultsPatients with NAFLD and NAS 5-8/LCI had a significant decrease in intestinal viral diversity compared with patients with NAFLD and NAS 0-4 or control individuals. The presence of more advanced NAFLD was associated with a significant reduction in the proportion of bacteriophages compared with other intestinal viruses. Using multivariate logistic regression analysis with leave-1-out cross validation, we developed a model, including a viral diversity index and simple clinical variables, that identified patients with NAS 5-8/LCI with an area under the curve of 0.95 (95% confidence interval, 0.91-0.99) and F2-F4 fibrosis with an area under the curve of 0.88 (95% confidence interval, 0.80-0.95). Addition of data on viral diversity significantly improved multivariate models, including those based on only clinical parameters or bacterial diversity.ConclusionsIn a study of fecal viromes from patients with NAFLD and control individuals, we associated histologic markers of NAFLD severity with significant decreases in viral diversity and proportion of bacteriophages. We developed a model based on fecal viral diversity and clinical data that identifies patients with severe NAFLD and fibrosis more accurately than models based only on clinical or bacterial data.

Project description:Background & aimsAlcohol dehydrogenase 1B (ADH1B) is involved in alcohol metabolism. The allele A (ADH1B∗2) of the rs1229984: A>G variant in ADH1B is associated with a higher alcohol metabolizing activity compared to the ancestral allele G (ADH1B∗1). Moderate alcohol consumption is associated with reduced severity of nonalcoholic fatty liver disease (NAFLD), based on histologic analysis, compared with no alcohol consumption. However, it is unclear whether ADH1B∗2 modifies the relationship between moderate alcohol consumption and severity of NAFLD. We examined the association between ADH1B∗2 and moderate alcohol consumption and histologic severity of NAFLD.MethodsWe collected data from 1557 multiethnic adult patients with biopsy-proven NAFLD enrolled into 4 different studies conducted by the Nonalcoholic Steatohepatitis (NASH) Clinical Research Network. Histories of alcohol consumption were obtained from answers to standardized questionnaires. Liver biopsy samples were analyzed by histology and scored centrally according to the NASH Clinical Research Network criteria. We performed covariate adjusted logistic regressions to identify associations between histologic features of NAFLD severity and moderate alcohol consumption and/or ADH1B∗2.ResultsA higher proportion of Asians/Pacific Islanders/Hawaiians carried the ADH1B∗2 allele (86%) than other racial groups (4%-13%). However, the study population comprised mostly non-Hispanic whites (1153 patients, 74%), so the primary analysis focused on this group. Among them, 433 were moderate drinkers and 90 were ADH1B∗2 carriers. After we adjusted for confounders, including alcohol consumption status, ADH1B∗2 was associated with lower frequency of steatohepatitis (odds ratio [OR], 0.52; P < .01) or fibrosis (odds ratio, 0.69; P = .050) compared with ADH1B∗1. Moderate alcohol consumption (g/d) reduced the severity of NAFLD in patients with ADH1B∗1 or ADH1B∗2. However, ADH1B∗2, compared to ADH1B∗1, was associated with a reduced risk of definite NASH (ADH1B∗2: OR, 0.80; P < .01 vs ADH1B∗1: OR, 0.96; P = .036) and a reduced risk of an NAFLD activity score of 4 or higher (ADH1B∗2: OR, 0.83; P = .012 vs ADH1B∗1: OR, 0.96; P = .048) (P < .01 for the difference in the effect of moderate alcohol consumption between alleles). The relationship between body mass index and NAFLD severity was significantly modified by ADH1B∗2, even after we controlled for alcohol consumption.ConclusionsADH1B∗2 reduces the risk of NASH and fibrosis in adults with NAFLD regardless of alcohol consumption status. ADH1B∗2 might modify the association between high body mass index and NAFLD severity.

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Novel plasma biomarkers associated with liver disease severity in adults with nonalcoholic fatty liver disease.

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Novel plasma biomarkers associated with liver disease severity in adults with nonalcoholic fatty liver disease.

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