The negative association between changes in total fat mass with LDL-C and Apo B concentration in women also requires further exploration but the findings highlight that fat distribution, rather than total body fat amount may be more relevant with regards to cardiovascular disease (CVD) risbetween changes in total fatk. The gene discussed is APOB; the disease is cardiovascular disorder.