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Framework for microRNA variant annotation and prioritization using human population and disease datasets.
Ninad Oak1,2, Rajarshi Ghosh1,3, Kuan-Lin Huang4,5
1Departments of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030.
Human Mutation
|October 11, 2018
Summary
Disease-associated microRNA (miRNA) mutations are understudied. We developed ADmiRE, a database to prioritize causal miRNA variants, revealing patterns similar to protein-coding genes and identifying conserved, low-variation miRNAs.
Area of Science:
- Genomics
- Molecular Biology
- Bioinformatics
Background:
- MicroRNA (miRNA) expression is often altered in human diseases.
- Mutations within miRNAs that contribute to disease remain largely unexplored.
- A systematic approach is needed to identify and prioritize disease-relevant miRNA variants.
Purpose of the Study:
- To develop Annotative Database of miRNA Elements (ADmiRE) for annotating and prioritizing miRNA genetic variation.
- To analyze miRNA variant patterns across large-scale sequencing datasets.
- To identify disease-associated miRNA variants, particularly in cancer.
Main Methods:
- Integrated existing and novel biological annotations into ADmiRE.
- Annotated over 10,000 mature miRNA variants from gnomAD datasets.
- Performed conservation analysis across 100 vertebrates.
- Applied ADmiRE to TCGA PanCancerAtlas Whole Exome Sequencing data.
Main Results:
- MiRNA variant patterns resemble protein-coding exonic regions; highly confident miRNAs show greater sequence constraint.
- Identified 765 highly conserved miRNAs with limited genetic variation.
- Annotated 1,267 germline and 1,492 somatic miRNA variants in TCGA PanCancerAtlas.
- Discovered novel somatic miR-21 mutations in esophageal cancers.
Conclusions:
- ADmiRE provides a framework for annotating and prioritizing miRNA variation in disease.
- MiRNA variant patterns suggest functional constraint similar to coding regions.
- Identified specific miRNA mutations, like miR-21 in esophageal cancer, with potential disease impact.
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