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Releases: ErickNavarroD/RAMEN

v1.0.0

10 Oct 22:08
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First version of RAMEN. The following functions are implemented to conduct a genome-exposome contribution analysis to DNA methylome variability:

  • findVMRs() identifies Variable Methylated Regions (VMRs) in microarrays
  • summarizeVMRs()summarizes the regional methylation state of each VMR
  • findCisSNPs() identifies the SNPs in cis of each VMR
  • selectVariables() conducts a LASSO-based variable selection strategy to identify potentially relevant cis SNPs and environmental variables
  • lmGE() fits linear single-variable genetic (G) and environmental (E), and pairwise additive (G+E) and interaction (GxE) linear models and select the best explanatory model per VMR.
  • nullDistGE() simulates a delta R squared null distribution of G and E effects on DNAme variability. Useful for filtering out poor-performing best explanatory models selected by lmGE().