Multilocus Bayesian Meta-Analysis of Gene-Disease Associations

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Presentation transcript:

Multilocus Bayesian Meta-Analysis of Gene-Disease Associations Paul J. Newcombe, Claudio Verzilli, Juan P. Casas, Aroon D. Hingorani, Liam Smeeth, John C. Whittaker  The American Journal of Human Genetics  Volume 84, Issue 5, Pages 567-580 (May 2009) DOI: 10.1016/j.ajhg.2009.04.001 Copyright © 2009 The American Society of Human Genetics Terms and Conditions

Figure 1 Pairwise LD between the Markers Used in the Simulation Studies Based on the r2 pairwise LD measure. The American Journal of Human Genetics 2009 84, 567-580DOI: (10.1016/j.ajhg.2009.04.001) Copyright © 2009 The American Society of Human Genetics Terms and Conditions

Figure 2 Study-Reported MAFs for Excluded SNPs 9 and 41 Both these SNPs were excluded from our analysis. The HapMap MAF for SNP 9 is very different from that reported by the three studies; because only Zee et al.23 report the rs number (as rs3117), this SNP might have been misidentified. The HapMap MAF for SNP 41 is substantially different from the average reported value, suggesting that HapMap provides a poor estimate. A binomial normal approximation was used for calculating 95% CIs. SNPs are indicated by their deCODE numbers. The American Journal of Human Genetics 2009 84, 567-580DOI: (10.1016/j.ajhg.2009.04.001) Copyright © 2009 The American Society of Human Genetics Terms and Conditions

Figure 3 Pairwise LD between All 23 SNPs Analyzed Estimates are based on HapMap data. SNPs are indicated by their deCODE numbers. Based on the r2 pairwise LD measure. The American Journal of Human Genetics 2009 84, 567-580DOI: (10.1016/j.ajhg.2009.04.001) Copyright © 2009 The American Society of Human Genetics Terms and Conditions

Figure 4 Bayesian Multilocus Analysis: Study-Specific MAF Estimates for SNP 45 These were estimated from application of our model to data on SNPs 39–89. Woo et al.26 did not type SNP 45,(26), so this estimate was imputed by our model. For each MAF, 95% credible intervals are given. The American Journal of Human Genetics 2009 84, 567-580DOI: (10.1016/j.ajhg.2009.04.001) Copyright © 2009 The American Society of Human Genetics Terms and Conditions

Figure 5 Bayesian Multilocus Analysis: Study-specific OR Estimates for SNP 45 These were estimated from application of our model to data on SNPs 39–89. The posterior probability for a global effect of SNP 45 on stroke was 5%, suggesting that although data from several studies are consistent with considerable effects, when data are pooled, any effect disappears. The global effect is omitted from the plot because the low posterior probability meant no reliable estimate was obtained. Woo et al. did not type SNP 4526, so this estimate was imputed by our model. For each OR, 95% credible intervals are given. The American Journal of Human Genetics 2009 84, 567-580DOI: (10.1016/j.ajhg.2009.04.001) Copyright © 2009 The American Society of Human Genetics Terms and Conditions