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Updated: Jun 4, 2025

Sample Preparation to Bioinformatics Analysis of DNA Methylation: Association Strategy for Obesity and Related Trait Studies
Published on: May 6, 2022
Systematic functional characterization of non-coding regulatory SNPs associated with central obesity.
Shan-Shan Dong1, Yuan-Yuan Duan2, Ren-Jie Zhu1
1Key Laboratory of Biomedical Information Engineering of Ministry of Education, Key Laboratory of Biology Multiomics and Diseases in Shaanxi Province Higher Education Institutions, Biomedical Informatics & Genomics Center, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, Shaanxi, China.
Central obesity poses significant health risks. This study identifies specific genetic variants and regulatory elements, revealing key transcription factors involved in central obesity
Area of Science:
- Genetics
- Metabolic Diseases
- Epigenetics
Background:
- Central obesity is a risk factor for various diseases, independent of overall body fat.
- Genome-wide association studies (GWASs) have identified numerous genetic loci linked to central obesity, but their functional roles remain unclear, especially for non-coding regions.
Purpose of the Study:
- To functionally characterize genetic loci associated with central obesity.
- To identify regulatory elements and transcription factors mediating central obesity risk.
- To elucidate the molecular mechanism of specific genetic variants in regulating gene expression related to obesity.
Main Methods:
- Prioritization of 2,034 single-nucleotide polymorphisms (SNPs) using fine-mapping and epigenomic data.
- Systematic evaluation of enhancer activity for prioritized SNPs using self-transcribing active regulatory region sequencing (STARR-seq).
- Analysis of allelic transcription factor (TF) binding to identify key regulatory factors.
Main Results:
- Identified 141 SNPs exhibiting allelic enhancer activity.
- Prioritized 20 key transcription factors involved in the central obesity genetic regulatory network.
- Demonstrated the allele-specific enhancer function of rs8079062 in regulating RNF157 expression and its role in adipogenesis.
Conclusions:
- The study provides a valuable resource for understanding the genetic and regulatory mechanisms of central obesity.
- Identified novel functional SNPs and TFs contributing to central obesity.
- Elucidated a specific molecular mechanism involving rs8079062 and RNF157 in adipogenesis.
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