Transcriptome responses in blood reveal distinct biological pathways associated with arsenic exposure through drinking water in rural settings of Punjab, Pakistan.

•Transcriptome-based analysis in blood among drinking water arsenic exposed subjects.•State-of-the-art linear mixed model approaches in combination with databases.•SNP-based risk factor scores revealed an even more refined gene expression profile.•Pathways related to NAFLD and Insulin resistance were significantly enhanced.