“…Examples from T2D research highlight the diverse routes by which human genetics can inform translational medicine: (1) the combination of common-variant GWASs and candidate-gene resequencing has demonstrated that loss-of-function mutations in SLC30A8 (MIM: 611145; encoding a zinc transporter expressed in pancreatic islets) are protective for T2D, leading to efforts by several pharma companies to develop ZnT-8 antagonists; 93 (2) the use of genetic variants as instruments that ''simulate'' variation in environmental and biochemical exposures has clarified the extent to which vitamin D intake, early nutrition, circulating lipid levels, and chronic inflammation play causal roles with respect to the development of T2D [94][95][96][97][98] and has defined the relationship between insulin resistance and the distribution of adipose tissue; 99 (3) the identification of genetic variants associated with individual variation in response to commonly used therapeutic agents has refined our understanding of the mechanisms through which those agents operate 100,101 and, in some instances, has led to therapeutic optimization on the basis of genetic and/or clinical phenotype; 102 and (4) the combination of -omic measurements, longitudinal clinical phenotypes, and GWAS data has highlighted sets of molecules (e.g., branched-chain amino acids) that not only are prospectively associated with T2D progression but could also play a causal role in T2D development and thereby provide valuable clinical tools for stratification and prognostication. 103,104 Auto-immune Diseases Variant and Gene Discovery. In the last 5 years, GWASs have been undertaken for nearly all major immune-mediated diseases (with sample sizes of tens of thousands of case and control individuals for more common immune-mediated diseases studied either by GWASs or by more targeted chips, such as Illumina's Immunochip 105 ), resulting in hundreds of associated loci.…”