Ultra-high dimensional variable selection with application to normative aging study: DNA methylation and metabolic syndrome.

The proposed method identifies four CpGs which can be mapped to two biologically relevant and functional genes. Identification of significant CpG markers may potentially have practical implications for disease prevention and treatment.