Beyond traditional clinical scores, immunonutritional indices such as the Prognostic Nutritional Index (PNI), the Osaka Prognostic Score (OPS, based on CRP, albumin, and lymphocyte count), and the Glasgow Prognostic Score (GPS/mGPS) have demonstrated prognostic value in multiple clinical contexts and were recently linked to CIN/CA-AKI risk in coronary cohorts [8,9]. The gene discussed is ALB; the disease is cervical squamous intraepithelial neoplasia.