miRNA-mediated relationships between Cis-SNP genotypes and transcript intensities in lymphocyte cell lines
Wensheng Zhang1, Andrea Edwards, Dongxiao Zhu
1Department of Computer Science, Xavier University of Louisiana, New Orleans, Louisiana, United States of America.
Single nucleotide polymorphisms (SNPs) in microRNA (miRNA) binding sites can alter gene expression. This study found SNP-miRNA-mRNA modules linking cis-SNP markers to gene expression, revealing potential disease gene associations.
Area of Science:
- Genomics
- Molecular Biology
- Bioinformatics
Background:
- MicroRNAs (miRNAs) are key regulators of gene expression, primarily by binding to 3' untranslated regions (UTRs) of messenger RNAs (mRNAs).
- Cis-acting variants, particularly single nucleotide polymorphisms (SNPs) in 3' UTRs, can influence miRNA-mRNA interactions and gene expression variability.
- Linkage disequilibrium (LD) among SNPs suggests that variants in miRNA target sites may bridge the gap between cis-SNP markers and gene expression.
Purpose of the Study:
- To test the hypothesis that variants in miRNA target sites, caused by SNPs, act as intermediaries linking cis-SNP markers to associated gene expression.
- To identify and characterize SNP-involved miRNA-mediated post-transcriptional regulation modules (SNP-MPRMs).
Main Methods:
- Systematic integration of multiple data sources for large-scale analysis.
- Identification of gene-level SNP-MPRMs (SNP-miRNA-mRNA triplets) in CEU and YRI lymphocyte cell lines.
- Analysis of associations between known transcript intensity-related cis-SNPs and SNPs within miRNA target sites, including LD analysis.
Main Results:
- Discovered 21 significant gene-level SNP-MPRMs, with six genes linked to diseases like depression and Type-II diabetes.
- Found that approximately 35% of documented cis-SNPs are identical or in significant LD with SNPs in miRNA target sites.
- Identified 69 exon-level SNP-MPRMs and 12 disease genes based on these associations.
Conclusions:
- Provided in silico evidence supporting the hypothesis that SNPs in miRNA target sites mediate cis-regulation of gene expression.
- The identified SNP-MPRMs offer potential molecular links between genetic variations and disease phenotypes.
- The discovered modules warrant further investigation through independent laboratory studies.
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