A novel test for recessive contributions to complex diseases implicates Bardet-Biedl syndrome gene BBS10 in idiopathic type 2 diabetes and obesity.

Am J Hum Genet
Authors
Keywords
Abstract

Rare-variant association studies in common, complex diseases are customarily conducted under an additive risk model in both single-variant and burden testing. Here, we describe a method to improve detection of rare recessive variants in complex diseases termed RAFT (recessive-allele-frequency-based test). We found that RAFT outperforms existing approaches when the variant influences disease risk in a recessive manner on simulated data. We then applied our method to 1,791 Finnish individuals with type 2 diabetes (T2D) and 2,657 matched control subjects. In BBS10, we discovered a rare variant (c.1189A>G [p.Ile397Val]; rs202042386) that confers risk of T2D in a recessive state (p = 1.38 × 10(-6)) and would be missed by conventional methods. Testing of this variant in an established in vivo zebrafish model confirmed the variant to be pathogenic. Taken together, these data suggest that RAFT can effectively reveal rare recessive contributions to complex diseases overlooked by conventional association tests.

Year of Publication
2014
Journal
Am J Hum Genet
Volume
95
Issue
5
Pages
509-20
Date Published
2014 Nov 06
ISSN
1537-6605
DOI
10.1016/j.ajhg.2014.09.015
PubMed ID
25439097
PubMed Central ID
PMC4225638
Links
Grant list
RC2 HL102923 / HL / NHLBI NIH HHS / United States
UC2 HL102926 / HL / NHLBI NIH HHS / United States
UC2 HL103010 / HL / NHLBI NIH HHS / United States
HL-103010 / HL / NHLBI NIH HHS / United States
T32 HD043029 / HD / NICHD NIH HHS / United States
RC2 HL102926 / HL / NHLBI NIH HHS / United States
R01 DK072301 / DK / NIDDK NIH HHS / United States
HL-102924 / HL / NHLBI NIH HHS / United States
R37GM04360 / GM / NIGMS NIH HHS / United States
RC2 HL102924 / HL / NHLBI NIH HHS / United States
HL-102926 / HL / NHLBI NIH HHS / United States
R01 DK075972 / DK / NIDDK NIH HHS / United States
UC2 HL102923 / HL / NHLBI NIH HHS / United States
R01 AR063759 / AR / NIAMS NIH HHS / United States
UC2 HL102924 / HL / NHLBI NIH HHS / United States
HL-102925 / HL / NHLBI NIH HHS / United States
RC2 HL103010 / HL / NHLBI NIH HHS / United States
HL-102923 / HL / NHLBI NIH HHS / United States
R01 HD042601 / HD / NICHD NIH HHS / United States
R01DK075972 / DK / NIDDK NIH HHS / United States
R01HD04260 / HD / NICHD NIH HHS / United States
R01DK072301 / DK / NIDDK NIH HHS / United States
RC2 HL102925 / HL / NHLBI NIH HHS / United States
UC2 HL102925 / HL / NHLBI NIH HHS / United States