A CNA-based classifier of individual patient-derived CTCs, developed using machine learning, identified genes associated with both DNA proliferation and repair, such as RB1, MYC, and EXO1, as significant predictors of CIN. The gene discussed is MYC; the disease is cervical squamous intraepithelial neoplasia.