ipDMR: identification of differentially methylated regions with interval P-values.
basic_science · Level V
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- Record sourced from PubMed, PMID 32805005.
- Also identified by DOI 10.1093/bioinformatics/btaa732 and PMC identifier 8248314.
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Abstract
ipDMR is an R software tool for identification of differentially methylated regions (DMRs) using auto-correlated P-values for individual CpGs from epigenome-wide association analysis using array or bisulfite sequencing data. It summarizes P-values for adjacent CpGs, identifies association peaks and then extends peaks to find boundaries of DMRs. ipDMR uses BED format files as input and is easy to use. Simulations guided by real data found that ipDMR outperformed current available methods and provided slightly higher true positive rates and much lower false discovery rates. ipDMR is available at https://bioconductor.org/packages/release/bioc/html/ENmix.html. Supplementary data are available at Bioinformatics online.
Medical subject headings
- Epigenome
- Software