bioRxiv (Cold Spring Harbor Laboratory) · 2018 · 12 citations · 72 references
MedicineGeneticsMolecular GeneticsDiabetologyGenomicsMedical GeneticsDiabetes MellitusDiabetic Kidney DiseaseDisease Susceptibility LociGlomerular DiseasesHereditary Renal DiseasesRenal DiseaseGenetic Risk VariantsGenome-wide Association MappingGenome-wide Association Study DesignHereditary Glomerular DiseasesKidney DiseasesMissense MutationsProtective Genetic VariantsType Iv Collagen
Diabetic kidney disease (DKD) is a heritable but poorly understood complication of diabetes. To identify genetic variants predisposing to DKD, we performed genome-wide association analyses in 19,406 individuals with type 1 diabetes (T1D) using a spectrum of DKD definitions basedon albuminuria and renal function. We identified 16 genome-wide significant loci. The variant with the strongest association (rs55703767) is a common missense mutation in the collagen type IV alpha 3 chain (COL4A3) gene, which encodes a major structural component of the glomerular basement membrane (GBM) implicated in heritable nephropathies. The rs55703767 minor allele (Asp326Tyr) is protective against several definitions of DKD, including albuminuria and end-stage renal disease. Three other loci are in or near genes with known or suggestive involvement in DKD (BMP7) or renal biology ( COLEC11 and DDR1 ). The 16 DKD-associated loci provide novel insights into the pathogenesis of DKD, identifying potential biological targets for prevention and treatment.
72
MAGMA: Generalized Gene-Set Analysis of GWAS Data
Christiaan de Leeuw, Joris M. Mooij, Tom Heskes et al. · PLoS Computational Biology · 2015 · 4K citations · Full text
The NIH Roadmap Epigenomics Mapping Consortium
B Bernstein, J Stamatoyannopoulos, J Costello et al. · Nature Biotechnology · 2010 · 2K citations