Furthermore, the HALP score, serving as a surrogate marker of nutritional and inflammatory status, demonstrated a strong inverse association with the risk of CIN (OR: 0.895, 95% CI: 0.865–0.924, p < 0.001). The gene discussed is NAT10; the disease is cervical squamous intraepithelial neoplasia.