The QG-MPH test’s ability to detect mRNA-based biomarkers, such as STMN1, E7 oncoprotein, MCM2, and ALDH1A1, provides deeper insights into the biological status of CIN in WLWH. Here, MCM2 is linked to cervical squamous intraepithelial neoplasia.