For example, one recent candidate gene study found no statistically significant differences in gene mutations in any of 48 candidate genes including PIK3CA, EGFR, NOTCH1, and KRAS or copy number alterations in any of six candidate genes across HPV-positive squamous cell carcinomas at four anatomical sites [99]. Here, KRAS is linked to squamous cell carcinoma.