Article
Deciphering immune heterogeneity in lung adenocarcinoma via machine learning-based Differential Phenotype Immune Score: TPX2 as a key biomarker for immunotherapy resistance.
Frontiers in immunology - 1 Jan 2026
Zhang Xu, Sun Siyi, Hong Xin, Dong Yi, Wang Xin, Ma Yifan, Yuan Kaisheng, Dou Man, Cao Ying, Zhang Xufeng, Xing Ying
Abstract excerpt
Background: Immune heterogeneity is a major determinant of clinical outcome and immunotherapy responsiveness in lung adenocarcinoma (LUAD). However, the tumor-intrinsic transcriptional programs that drive immune divergence across patients remain insufficiently characterized. Methods: We constructed an integrated immune landscape of LUAD by combining bulk transcriptomic data, multi-omics profiling, and a...
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