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GWAS Study

A genome-wide association study identifies a potential novel gene locus for keratoconus, one of the commonest causes for corneal transplantation in developed countries.

Li X, Bykhovskaya Y, Haritunians T et al.

21979947 PubMed ID
GWAS Study Type
4675 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

LX
Li X
BY
Bykhovskaya Y
HT
Haritunians T
SD
Siscovick D
AA
Aldave A
SL
Szczotka-Flynn L
IS
Iyengar SK
RJ
Rotter JI
TK
Taylor KD
RY
Rabinowitz YS
Chapter II

Abstract

Summary of the research findings

Keratoconus is a condition in which the cornea progressively thins over time, and is a major cause for cornea transplantation. To identify keratoconus susceptibility regions, we performed a comprehensive genome-wide association study (GWAS) using a discovery and replication design. A discovery panel of 222 keratoconus Caucasian patients and 3324 Caucasian controls was genotyped using Illumina 370K beadchips. Further associated and fine-mapping single nucleotide polymorphisms (SNPs) (n= 4905) were genotyped in an independent replication case-control panel of 304 cases and 518 controls and a family panel of 307 subjects in 70 families. Logistic regression models implemented in PLINK were performed to test associations in case-control samples with and without principal component (PC) adjustments. Generalized estimation equation models accounting for familial correlations implemented in GWAF were used for association testing in families. No genome-wide associations were identified in the discovery GWAS panel. From the initial testing without adjustments for PCs, the top three SNPs located at 3p26 (rs6442925), 2q21.3 (rs4954218) and 19q13.3 (rs1428642) were identified with unadjusted P-values of 6.5 × 10(-8), 2.4 × 10(-7) and 3.1 × 10(-7), respectively. After adjustments for PCs, rs1428642 became the most significant through the genome with a P-value of 1.4 × 10(-6), while rs6442925 and rs4954218 were less significant (P= 1.9 × 10(-5) and 2.6 × 10(-4)). SNP rs4954218 was confirmed in two independent replication panels with P-values of 0.004 and 0.009, respectively. Meta-analysis revealed a highest association at rs4954218 with adjusted P= 1.6 × 10(-7) (unadjusted P= 1.2 × 10(-9)). These findings suggest SNP rs4954218, located near the RAB3GAP1 gene, previously reported to be associated with corneal malformation, is a potential susceptibility locus for keratoconus.

222 European ancestry cases, 3,324 European ancestry controls

Chapter III

Study Statistics

Key metrics and study information

4675
Total Participants
GWAS
Study Type
Yes
Replicated
304 European ancestry cases, 518 European ancestry controls, 146 European ancestry cases and 161 European ancestry controls from 70 families
Replication Participants
European
Ancestry
U.S.
Recruitment Country
Chapter IV

Analysis

Comprehensive review of health and genetic findings

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