In a univariate analyses, the concentrations of soluble factors MIP-1α (p=0.047) were higher in women with detectable PSA compared to women with no detectable PSA, but did not hold after adjusting for confounders such as age, condom use, STIs, BV and current contraceptive use. This evidence concerns the gene CCL3 and sexually transmitted disease.