The framework developed here uncovered the first CIVa in the Astrin gene; this needs to be expanded to stratify CIVa candidates seen in cancers (e.g.,CENPC31 or Histone genes53) with varying extent of CIN. Here, SPAG5 is linked to cervical squamous intraepithelial neoplasia.