While mutations in the COL1A1 gene may lead to other non-small cell lung cancers (e.g., large cell carcinomas and adenocarcinomas), it was nearly 2x as likely to mutated in squamous cell carcinomas (Fig. 3C). This evidence concerns the gene COL1A1 and adenocarcinoma.