PT - JOURNAL ARTICLE AU - Maximilian O. Press AU - Keisha D. Carlson AU - Christine Queitsch TI - The overdue promise of short tandem repeat variation for heritability AID - 10.1101/006387 DP - 2014 Jan 01 TA - bioRxiv PG - 006387 4099 - http://biorxiv.org/content/early/2014/06/18/006387.short 4100 - http://biorxiv.org/content/early/2014/06/18/006387.full AB - Short tandem repeat (STR) variation has been proposed as a major explanatory factor in the heritability of complex traits in humans and model organisms. However, we still struggle to incorporate STR variation into genotype-phenotype maps. Here, we review the promise of STRs in contributing to complex trait heritability, and highlight the challenges that STRs pose due to their repetitive nature. We argue that STR variants are more likely than single nucleotide variants to have epistatic interactions, reiterate the need for targeted assays to accurately genotype STRs, and call for more appropriate statistical methods in detecting STR-phenotype associations. Lastly, somatic STR variation within individuals may serve as a read-out of disease susceptibility, and is thus potentially a valuable covariate for future association studies.