This meta-analysis demonstrates that INSM1 exhibits excellent specificity and very-good-to-excellent overall diagnostic performance for identifying pulmonary neuroendocrine carcinomas, specifically SCLC and LCNEC. Here, INSM1 is linked to large cell neuroendocrine carcinoma.