TY - JOUR
T1 - SNP-set analysis replicates acute lung injury genetic risk factors
AU - Meyer, Nuala J.
AU - Daye, Zhongyin J.
AU - Rushefski, Melanie
AU - Aplenc, Richard
AU - Lanken, Paul N.
AU - Shashaty, Michael G.S.
AU - Christie, Jason D.
AU - Feng, Rui
N1 - Funding Information:
Supported by NIH grants: R01 GM088566; P01 HL079063; P50 HL060290; R01 HL081619; K23 HL102254; and by the McCabe Fellowship Award.
PY - 2012/6/28
Y1 - 2012/6/28
N2 - Background: We used a gene - based replication strategy to test the reproducibility of prior acute lung injury (ALI) candidate gene associations.Methods: We phenotyped 474 patients from a prospective severe trauma cohort study for ALI. Genomic DNA from subjects' blood was genotyped using the IBC chip, a multiplex single nucleotide polymorphism (SNP) array. Results were filtered for 25 candidate genes selected using prespecified literature search criteria and present on the IBC platform. For each gene, we grouped SNPs according to haplotype blocks and tested the joint effect of all SNPs on susceptibility to ALI using the SNP-set kernel association test. Results were compared to single SNP analysis of the candidate SNPs. Analyses were separate for genetically determined ancestry (African or European).Results: We identified 4 genes in African ancestry and 2 in European ancestry trauma subjects which replicated their associations with ALI. Ours is the first replication of IL6, IL10, IRAK3, and VEGFA associations in non-European populations with ALI. Only one gene - VEGFA - demonstrated association with ALI in both ancestries, with distinct haplotype blocks in each ancestry driving the association. We also report the association between trauma-associated ALI and NFKBIA in European ancestry subjects.Conclusions: Prior ALI genetic associations are reproducible and replicate in a trauma cohort. Kernel - based SNP-set analysis is a more powerful method to detect ALI association than single SNP analysis, and thus may be more useful for replication testing. Further, gene-based replication can extend candidate gene associations to diverse ethnicities.
AB - Background: We used a gene - based replication strategy to test the reproducibility of prior acute lung injury (ALI) candidate gene associations.Methods: We phenotyped 474 patients from a prospective severe trauma cohort study for ALI. Genomic DNA from subjects' blood was genotyped using the IBC chip, a multiplex single nucleotide polymorphism (SNP) array. Results were filtered for 25 candidate genes selected using prespecified literature search criteria and present on the IBC platform. For each gene, we grouped SNPs according to haplotype blocks and tested the joint effect of all SNPs on susceptibility to ALI using the SNP-set kernel association test. Results were compared to single SNP analysis of the candidate SNPs. Analyses were separate for genetically determined ancestry (African or European).Results: We identified 4 genes in African ancestry and 2 in European ancestry trauma subjects which replicated their associations with ALI. Ours is the first replication of IL6, IL10, IRAK3, and VEGFA associations in non-European populations with ALI. Only one gene - VEGFA - demonstrated association with ALI in both ancestries, with distinct haplotype blocks in each ancestry driving the association. We also report the association between trauma-associated ALI and NFKBIA in European ancestry subjects.Conclusions: Prior ALI genetic associations are reproducible and replicate in a trauma cohort. Kernel - based SNP-set analysis is a more powerful method to detect ALI association than single SNP analysis, and thus may be more useful for replication testing. Further, gene-based replication can extend candidate gene associations to diverse ethnicities.
KW - Acute respiratory distress syndrome
KW - Genetic association study
KW - Kernel machine regression
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U2 - 10.1186/1471-2350-13-52
DO - 10.1186/1471-2350-13-52
M3 - Article
C2 - 22742663
AN - SCOPUS:84862756971
SN - 1471-2350
VL - 13
JO - BMC Medical Genetics
JF - BMC Medical Genetics
M1 - 52
ER -