CRP and obesity due to melanocortin 4 receptor deficiency: As CRP levels are clearly correlated with measures of obesity [73] and there is a genetic correlation between physical activity and LDL-C [44], it is possible that inclusion of covariates of adiposity, lipids and blood pressure could result in "over-adjustment", reducing power to detect linkage.