CCL3 and inflammation: In addition, select immune mediators and cancer biomarkers also exhibited high importance scores in our analyses for predictions of LD and vaginal pH (MIF), as well as genital inflammation (IL-6, IL-10, MIP-1α), further confirming the link between vaginal microbiota and host immune responses [17,37,40,46,47].