Genome-wide association study of peripheral artery disease in the Million Veteran Program.

Klarin, Lynch, Aragam, Chaffin, Assimes et al.
Nature medicine 2019
Open on PubMed

Peripheral artery disease (PAD) is a leading cause of cardiovascular morbidity and mortality; however, the extent to which genetic factors increase risk for PAD is largely unknown. Using electronic health record data, we performed a genome-wide association study in the Million Veteran Program testing ~32 million DNA sequence variants with PAD (31,307 cases and 211,753 controls) across veterans of European, African and Hispanic ancestry. The results were replicated in an independent sample of 5,117 PAD cases and 389,291 controls from the UK Biobank. We identified 19 PAD loci, 18 of which have not been previously reported. Eleven of the 19 loci were associated with disease in three vascular beds (coronary, cerebral, peripheral), including LDLR, LPL and LPA, suggesting that therapeutic modulation of low-density lipoprotein cholesterol, the lipoprotein lipase pathway or circulating lipoprotein(a) may be efficacious for multiple atherosclerotic disease phenotypes. Conversely, four of the variants appeared to be specific for PAD, including F5 p.R506Q, highlighting the pathogenic role of thrombosis in the peripheral vascular bed and providing genetic support for Factor Xa inhibition as a therapeutic strategy for PAD. Our results highlight mechanistic similarities and differences among coronary, cerebral and peripheral atherosclerosis and provide therapeutic insights.

13 Figures Extracted
Extended Data Figure 5 - Pmc_Xml
Forest plot for association of the CHRNA3 When stratifying European MVP participants by smoking status (ever smokers vs. never smokers), nearly all the association signal resides within the ever smok...
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Extended Data Figure 1 - Pmc_Xml
Distribution of minimum ankle-brachial index values in the Million Veteran Program Histogram of minimum ankle-brachial index (ABI) values extracted from the electronic health record for 17,861 partici...
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Quantile-quantile plot for the discovery trans-ethnic PAD GWAS in MVP The expected logistic regression association P values versus the observed distribution of P values for PAD association are display...
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Extended Data Figure 3 - Pmc_Xml
Manhattan plot for the PAD GWAS Plot of -log10( P (LDLR)] Abbreviations: PAD, Peripheral artery disease; GWAS, genome-wide association study
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TCF7L2 a) b) c) TCF7L2 Abbreviations: MVP, Million Veteran Program; PAD, Peripheral Artery Disease; T2D, Type 2 Diabetes
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Peripheral artery disease risk loci and known causal risk factors Peripheral artery disease risk loci identified in this GWAS analysis are depicted along with the plausible relationship to the underli...
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Peripheral artery disease risk variants and association with LAS and CAD For the 19 PAD risk variants identified in our study, logistic regression Z-scores of association (aligned to the PAD risk alle...
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Extended Data Figure 8 - Pmc_Xml
Peripheral artery disease risk variants and mechanistic overlap with LAS and CAD Venn diagram of each of the 19 PAD risk loci in a based on their association with PAD (two-sided P PAD −8 Abbreviations...
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Extended Data Figure 9 - Pmc_Xml
Overall study design The primary analysis consisted of a genome-wide association study to identify novel PAD risk variants. Secondary analyses involved a genome-wide association study of minimum ABI, ...
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Extended Data Figure 10 - Pmc_Xml
Natural Language Processing for index extraction Examples of semi-structured text that contains targeted indices for extraction using Natural Language Processing (NLP) Abbreviations: ABI, Ankle-Brachi...
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Figure 1. Pmc_Xml
Discovery study design for the peripheral artery disease genome-wide association analysis Electronic health record based phenotyping identified 31,307 PAD cases of varying severity, as depicted in the...
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Figure 2. Pmc_Xml
Representative heatmap of phenome-wide association results and biologic pathways underlying genetic loci associated with peripheral artery disease. Logistic regression Z-scores (aligned to the PAD ris...
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Figure 3. Pmc_Xml
Factor V Leiden mutation and vascular disease. ( a d F5 a b (c) (d) Abbreviations: CI, Confidence Interval; CAD, Coronary Artery Disease; LAS, Large Artery Stroke; PAD, Peripheral Artery Disease; MVP,...
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