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Why might the conventional criterion of significance of association between an SNP and a trait used...

Why might the conventional criterion of significance of association between an SNP and a trait used in GWAS (p<5x10-8) be too stringent? What phenomenon specifically implies that the criterion may be relaxed? How much would you relax the significance criterion for GWAS and why?

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