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1.
Am J Physiol Endocrinol Metab ; 327(1): E13-E26, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38717362

ABSTRACT

Adipose tissue metabolism is actively involved in the regulation of energy balance. Adipose-derived stem cells (ASCs) play a critical role in maintaining adipose tissue function through their differentiation into mature adipocytes (Ad). This study aimed to investigate the impact of an obesogenic environment on the epigenetic landscape of ASCs and its impact on adipocyte differentiation and its metabolic consequences. Our results showed that ASCs from rats on a high-fat sucrose (HFS) diet displayed reduced adipogenic capacity, increased fat accumulation, and formed larger adipocytes than the control (C) group. Mitochondrial analysis revealed heightened activity in undifferentiated ASC-HFS but decreased respiratory and glycolytic capacity in mature adipocytes. The HFS diet significantly altered the H3K4me3 profile in ASCs on genes related to adipogenesis, mitochondrial function, inflammation, and immunomodulation. After differentiation, adipocytes retained H3K4me3 alterations, confirming the upregulation of genes associated with inflammatory and immunomodulatory pathways. RNA-seq confirmed the upregulation of genes associated with inflammatory and immunomodulatory pathways in adipocytes. Overall, the HFS diet induced significant epigenetic and transcriptomic changes in ASCs, impairing differentiation and causing dysfunctional adipocyte formation.NEW & NOTEWORTHY Obesity is associated with the development of chronic diseases like metabolic syndrome and type 2 diabetes, and adipose tissue plays a crucial role. In a rat model, our study reveals how an obesogenic environment primes adipocyte precursor cells, leading to epigenetic changes that affect inflammation, adipogenesis, and mitochondrial activity after differentiation. We highlight the importance of histone modifications, especially the trimethylation of histone H3 to lysine 4 (H3K4me3), showing its influence on adipocyte expression profiles.


Subject(s)
Adipocytes , Adipogenesis , Adipose Tissue , Diet, High-Fat , Epigenesis, Genetic , Histones , Transcriptome , Animals , Rats , Adipocytes/metabolism , Diet, High-Fat/adverse effects , Histones/metabolism , Male , Adipogenesis/genetics , Adipogenesis/physiology , Adipose Tissue/metabolism , Cell Differentiation/genetics , Stem Cells/metabolism , Obesity/metabolism , Obesity/genetics , Cellular Reprogramming/physiology , Cells, Cultured , Rats, Wistar , Rats, Sprague-Dawley
2.
Autoimmunity ; 44(7): 549-54, 2011 Nov.
Article in English | MEDLINE | ID: mdl-21864063

ABSTRACT

Liver cirrhosis is within the top 10 causes of death in Latin-American countries and recent evidence suggests that Hispanics in the USA have a more aggressive course of many types of liver disease and show lower response to treatment of hepatitis C compared with other ethnic groups. Although environmental factors are very important, they do not appear to fully account for the observed ethnic differences in the incidence of cirrhosis and progression rates. Genome-wide association studies have been a powerful tool to identify genetic variants that directly confer susceptibility to liver disease. Here, we review the current knowledge on genetic variants associated with the most common types of liver disease that may contribute to ancestry-related differences in disease progression and mortality.


Subject(s)
Hispanic or Latino/genetics , Liver Diseases/ethnology , Liver Diseases/genetics , Adolescent , Adult , Aged , Genetic Predisposition to Disease , Genetic Variation , Genome-Wide Association Study , Humans , Mexico , Middle Aged , Young Adult
3.
World J Gastroenterol ; 15(21): 2617-22, 2009 Jun 07.
Article in English | MEDLINE | ID: mdl-19496191

ABSTRACT

AIM: To assess the usefulness of FibroTest to forecast scores by constructing decision trees in patients with chronic hepatitis C. METHODS: We used the C4.5 classification algorithm to construct decision trees with data from 261 patients with chronic hepatitis C without a liver biopsy. The FibroTest attributes of age, gender, bilirubin, apolipoprotein, haptoglobin, alpha2 macroglobulin, and gamma-glutamyl transpeptidase were used as predictors, and the FibroTest score as the target. For testing, a 10-fold cross validation was used. RESULTS: The overall classification error was 14.9% (accuracy 85.1%). FibroTest's cases with true scores of F0 and F4 were classified with very high accuracy (18/20 for F0, 9/9 for F0-1 and 92/96 for F4) and the largest confusion centered on F3. The algorithm produced a set of compound rules out of the ten classification trees and was used to classify the 261 patients. The rules for the classification of patients in F0 and F4 were effective in more than 75% of the cases in which they were tested. CONCLUSION: The recognition of clinical subgroups should help to enhance our ability to assess differences in fibrosis scores in clinical studies and improve our understanding of fibrosis progression.


Subject(s)
Decision Trees , Hepatitis C, Chronic , Adult , Aged , Algorithms , Apolipoprotein A-I/metabolism , Bilirubin/metabolism , Biomarkers/metabolism , Female , Forecasting , Haptoglobins/metabolism , Hepatitis C, Chronic/classification , Hepatitis C, Chronic/diagnosis , Hepatitis C, Chronic/pathology , Humans , Liver/metabolism , Liver/pathology , Male , Reproducibility of Results , Young Adult , alpha-Macroglobulins/metabolism , gamma-Glutamyltransferase/metabolism
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