COL1A1 and large cell carcinoma: 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).