After removing potentially pleiotropic single nucleotide polymorphisms (SNPs) possibly acting via obesity-related traits, hsCRP, based on 16 SNPs from genes including CRP, was not associated with BMD. This evidence concerns the gene CRP and obesity due to melanocortin 4 receptor deficiency.