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Proliferation-cycle gene signatures predict immune landscape and prognosis in lung adenocarcinoma.

作者信息

Lin Chenjing, Zhang Man, Sun Pan, He Yulin, Tian Yi, Li Wenwen, Pu Shengyan, Luo Jizhuang, Wang Kai

机构信息

Central Laboratory, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China.

Department of Chemotherapy, Fujian Provincial Geriatric Hospital, Fujian Provincial Hospital North Branch, Fuzhou, Fujian, People's Republic of China.

出版信息

Discov Oncol. 2025 Dec 31;17(1):200. doi: 10.1007/s12672-025-04346-6.

DOI:10.1007/s12672-025-04346-6
PMID:41474489
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12864599/
Abstract

BACKGROUND

Despite advancements in diagnostic techniques and therapeutic strategies, the prognosis for Lung adenocarcinoma (LUAD) patients remains poor. Cell proliferation and cycle dysregulation drive cancer via uncontrolled cell growth. These genes also modulate tumor immune microenvironment (TIME), yet the precise mechanisms in LUAD remain largely unknown.

METHODS AND RESULTS

This study aimed to identify key proliferation-cycle genes in LUAD, characterize the TIME associated with proliferation-cycle gene signatures and assess the impact of proliferation-cycle gene signatures on immunotherapy responsiveness. We analyzed The Cancer Genome Atlas (TCGA) LUAD transcriptomic data and identified eight proliferation-cycle-related risk genes (seven up-regulated: FAP, IL2RA, ITGA2, CHORDC1, PIM2, POU3F2, CD180; one down-regulated: FKBP1B). Independent cross-validation using the National Center for Biotechnology Information (NCBI) Gene Expression Omnibus (GEO) dataset confirmed the consistent expression patterns for all eight candidate genes in LUAD tumors. A risk model based on these genes stratified patients into distinct prognostic groups, revealing: (1) Survival disparity: High-risk patients exhibited poorer overall survival (p = 6.2e−05). (2) Immunosuppressive TIME: Elevated risk scores correlated with enhanced immune infiltration (p = 2.9e−12), enriched immunosuppressive populations (Tregs), reduced cytotoxic effectors (CD8+ T cells), and up-regulated immune checkpoint molecules (PDCD1/PD-L1, CTLA4). (3) Scientific implications: Risk signatures exhibited no significant correlation with tumor mutational burden (TMB), yet uncovered novel candidate targets with therapeutic potential, meriting further mechanistic exploration.

CONCLUSION

Proliferation-cycle gene signatures are robust biomarkers for LUAD risk stratification, prognosis, and immune landscape prediction. Their mechanistic integration into multi-dimensional oncological models could reveal previously unrecognized layers of antitumor immune regulation.

SUPPLEMENTARY INFORMATION

The online version contains supplementary material available at 10.1007/s12672-025-04346-6.

摘要

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J Immunother Cancer. 2025 Dec 31;13(12):e013763. doi: 10.1136/jitc-2025-013763.
2
iMLGAM: Integrated Machine Learning and Genetic Algorithm-driven Multiomics analysis for pan-cancer immunotherapy response prediction.iMLGAM:用于泛癌免疫治疗反应预测的集成机器学习和遗传算法驱动的多组学分析
Imeta. 2025 Mar 8;4(2):e70011. doi: 10.1002/imt2.70011. eCollection 2025 Apr.
3
Novel post-translational modification learning signature reveals B4GALT2 as an immune exclusion regulator in lung adenocarcinoma.
新型翻译后修饰学习特征揭示B4GALT2作为肺腺癌中的免疫排斥调节因子。
J Immunother Cancer. 2025 Feb 25;13(2):e010787. doi: 10.1136/jitc-2024-010787.
4
Transcriptomics profiling of the non-small cell lung cancer microenvironment across disease stages reveals dual immune cell-type behaviors.非小细胞肺癌微环境在疾病各阶段的转录组特征分析揭示了双重免疫细胞类型行为。
Front Immunol. 2024 Oct 31;15:1394965. doi: 10.3389/fimmu.2024.1394965. eCollection 2024.
5
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Biofactors. 2025 Jan-Feb;51(1):e2142. doi: 10.1002/biof.2142. Epub 2024 Nov 4.
6
Accurate structure prediction of biomolecular interactions with AlphaFold 3.利用 AlphaFold 3 进行生物分子相互作用的精确结构预测。
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7
High IL2RA/CD25 expression is a prognostic stem cell biomarker for pediatric acute myeloid leukemia without a core-binding factor.高 IL2RA/CD25 表达是一种无核心结合因子的儿童急性髓系白血病的预后干细胞标志物。
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Front Immunol. 2023 May 12;14:1172681. doi: 10.3389/fimmu.2023.1172681. eCollection 2023.