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缺氧重塑结直肠癌肿瘤微环境削弱抗肿瘤免疫:通过转录组分析构建新的预后预测模型

Hypoxia reconstructed colorectal tumor microenvironment weakening anti-tumor immunity: construction of a new prognosis predicting model through transcriptome analysis.

作者信息

Zhang Ruizhi, Gao Yisong, Li Chong, Tao Ruikang, Mao Gan, Song Tianyu, Nie Wenxiang, Liu Suao, Tao Kaixiong, Li Wei

机构信息

Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.

Center for Biomolecular Science and Engineering, University of California Santa Cruz, Santa Cruz, CA, United States.

出版信息

Front Immunol. 2024 Dec 6;15:1425687. doi: 10.3389/fimmu.2024.1425687. eCollection 2024.

Abstract

BACKGROUND

Hypoxia in the tumor microenvironment (TME) plays a pivotal role in the progression and prognosis of colorectal cancer (CRC). However, effective methods for assessing TME hypoxia remain lacking. This study aims to develop a novel hypoxia-related prognostic score (HPS) based on hypoxia-associated genes to improve CRC prognostication and inform treatment strategies.

METHODS

Transcriptomic data from CRC patients were analyzed using Lasso regression to identify hypoxia-associated genes with the strongest prognostic significance. The identified genes were validated by assessing their expression under normoxic and hypoxic conditions in normal intestinal epithelial cells and CRC tumor cell lines. Functional relevance was explored through differential gene expression analysis, Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses, and protein-protein interaction (PPI) network construction. The association of HPS with extracellular matrix (ECM) composition, immune cell infiltration, and immune suppression was also investigated.

RESULTS

Seven hypoxia-associated signature genes were identified, each demonstrating a strong correlation with CRC prognosis. The hypoxia-related prognostic score (HPS), derived from these genes, was significantly linked to changes in the TME. Specifically, HPS values were associated with alterations in ECM composition and distinct immune cell infiltration patterns. Higher HPS values corresponded to increased infiltration of immune-suppressive cells and reduced presence of anti-tumor immune cells. This imbalance promoted an immune-suppressive TME, facilitating tumor progression and immune evasion.

CONCLUSIONS

The hypoxia-related prognostic score (HPS) captures the regulatory influence of TME hypoxia on immune responses, offering valuable insights into its role in tumor progression. HPS holds promise as a prognostic tool and a guide for developing personalized treatment strategies in CRC.

摘要

背景

肿瘤微环境(TME)中的缺氧在结直肠癌(CRC)的进展和预后中起关键作用。然而,评估TME缺氧的有效方法仍然缺乏。本研究旨在基于缺氧相关基因开发一种新的缺氧相关预后评分(HPS),以改善CRC的预后并为治疗策略提供依据。

方法

使用Lasso回归分析CRC患者的转录组数据,以鉴定具有最强预后意义的缺氧相关基因。通过评估这些基因在正常肠上皮细胞和CRC肿瘤细胞系的常氧和缺氧条件下的表达来验证所鉴定的基因。通过差异基因表达分析、基因本体(GO)和京都基因与基因组百科全书(KEGG)富集分析以及蛋白质-蛋白质相互作用(PPI)网络构建来探索功能相关性。还研究了HPS与细胞外基质(ECM)组成、免疫细胞浸润和免疫抑制的关联。

结果

鉴定出七个缺氧相关的特征基因,每个基因均与CRC预后密切相关。源自这些基因的缺氧相关预后评分(HPS)与TME的变化显著相关。具体而言,HPS值与ECM组成的改变和不同的免疫细胞浸润模式相关。较高的HPS值对应于免疫抑制细胞浸润增加和抗肿瘤免疫细胞存在减少。这种失衡促进了免疫抑制性TME,有利于肿瘤进展和免疫逃逸。

结论

缺氧相关预后评分(HPS)反映了TME缺氧对免疫反应的调节影响,为其在肿瘤进展中的作用提供了有价值的见解。HPS有望作为一种预后工具,并为制定CRC的个性化治疗策略提供指导。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ac8/11659140/f2461a0f19a1/fimmu-15-1425687-g001.jpg

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