People with HIV (PWH) on antiretroviral therapy (ART) often gain weight, which increases their risk of type 2 diabetes and cardiovascular disease. The role of DNA methylation (DNAm) markers in obesity among PWH is understudied. This research explores the relationship between body mass index (BMI) and epigenetic patterns to better understand and manage obesity-related risks in PWH. We conducted an epigenome-wide association study (EWAS) on 892 African American male PWH from the Veterans Aging Cohort Study, examining BMI associations with DNAm using linear mixed models, adjusting for covariates, including soluble CD14. We compared our results with BMI-associated DNAm markers from non-HIV individuals and developed a methylation risk score (MRS) for BMI using machine learning and a cross-validation approach. We identified four epigenome-wide significant CpG sites, including one in the gene, indicating shared and unique BMI-related epigenetic markers between PWH and non-HIV individuals. The constructed BMI MRS explained approximately 19% of the BMI variance in PWH. DNAm markers and MRS are significantly linked to BMI in PWH, suggesting shared and distinct molecular mechanisms with non-HIV populations. These insights could lead to targeted interventions to reduce cardiometabolic disease risks in PWH under ART.

Download full-text PDF

Source
http://dx.doi.org/10.3390/epigenomes8040046DOI Listing

Publication Analysis

Top Keywords

dnam markers
12
methylation risk
8
risk score
8
body mass
8
people hiv
8
pwh
8
risks pwh
8
non-hiv individuals
8
bmi
6
epigenome-wide methylation
4

Similar Publications

Epigenome-Wide and Methylation Risk Score Analysis of Body Mass Index Among People with HIV.

Epigenomes

December 2024

Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA.

People with HIV (PWH) on antiretroviral therapy (ART) often gain weight, which increases their risk of type 2 diabetes and cardiovascular disease. The role of DNA methylation (DNAm) markers in obesity among PWH is understudied. This research explores the relationship between body mass index (BMI) and epigenetic patterns to better understand and manage obesity-related risks in PWH.

View Article and Find Full Text PDF

Background: Pancreatic adenocarcinoma (PDAC) exhibits a complex microenvironment with diverse cell populations influencing patient prognosis. Single-cell RNA sequencing (scRNA-seq) was used to identify prognosis-related cell types, and DNA methylation (DNAm)-based models were developed to predict outcomes based on their cellular characteristics.

Methods: We integrated scRNA-seq, bulk data, and clinical information to identify key cell populations associated with prognosis.

View Article and Find Full Text PDF

Background: People living with the human immunodeficiency virus (HIV) are at a greater risk of developing hepatocellular carcinoma (HCC), potentially due to the stimulation of inflammation by HIV infection. Inflammation-related DNA methylation signatures obtained in liquid biopsy, such as circulating cell-free DNA (cfDNA), may serve as promising minimally invasive biomarkers that can inform diagnosis of HCC.

Methods: Using data from 249 individuals with HIV (114 individuals with normal liver conditions, 69 with fibrosis, 30 with cirrhosis, and 36 with HCC), we constructed a cfDNA methylation-based inflammation score (inflammation-DNAm score) based on 54 CpGs previously associated with circulating C-reactive protein concentrations.

View Article and Find Full Text PDF

DNA Methylation Signature of a Lifestyle-based Resilience Index for Cognitive Health.

Res Sq

November 2024

Division of Biostatistics, Department of Public Health Sciences, University of Miami, Miller School of Medicine, Miami, FL 33136, USA.

Article Synopsis
  • Cognitive resilience (CR) plays a crucial role in determining the risk and progression of Alzheimer's disease (AD), influenced by lifestyle factors rather than just genetics.
  • The study identified specific DNA methylation changes linked to a Resilience Index (RI) based on lifestyle factors, revealing connections to pathways involved in lipid metabolism, synaptic plasticity, and neuroinflammation.
  • A new Methylation-based Resilience Score (MRS) was developed, successfully predicting future cognitive decline, suggesting that DNA methylation could serve as a potential predictive marker for AD and guiding future research.
View Article and Find Full Text PDF

Growth differentiation factor 15 (GDF-15) has emerged as a significant biomarker of aging, linked to various physiological and pathological processes. This study investigates circulating GDF-15 levels in a cohort of healthy individuals from the Balearic Islands, exploring its associations with biological age markers, including multiple DNA methylation (DNAm) clocks, physical performance, and other age-related biomarkers. Seventy-two participants were assessed for general health, body composition, and physical function, with GDF-15 levels quantified using ELISA.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!