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Genomic Privacy in GWASs?

How protected is your identity if you participate in genomics studies? Previous discussions of this question led to the withdrawal of allele frequencies from publicly available results. Now, Im et al. show that regression coefficients can, in some cases, provide just as much information as allele frequencies... 
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