These variations of APOD mRNA level between obese non-pregnant women and obese pregnant women might be driven by estradiol regulation on APOD expression, as circulating estradiol concentration increases during pregnancy and downregulates APOD expression in breast cancer [58]. The gene discussed is APOD; the disease is breast cancer.