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肺鳞状细胞癌肿瘤微环境相关基因的泛癌预后、免疫浸润及耐药特征分析

Pan-cancer prognosis, immune infiltration, and drug resistance characterization of lung squamous cell carcinoma tumor microenvironment-related genes.

作者信息

Chen Xiao, Li Rui, Yin Yun-Hong, Liu Xiao, Zhou Xi-Jia, Qu Yi-Qing

机构信息

Department of Respiratory Medicine, Tai'an City Central Hospital, Tai'an, China.

Department of Pulmonary and Critical Care Medicine, Qilu Hospital of Shandong University, Jinan, China.

出版信息

Biochem Biophys Rep. 2024 May 2;38:101722. doi: 10.1016/j.bbrep.2024.101722. eCollection 2024 Jul.

Abstract

BACKGROUND

The tumor microenvironment (TME) plays an important role in cancer development; however, its implications in lung squamous cell carcinoma (LUSC) and pan-cancer have been poorly understood.

METHODS

In this study, The Cancer Genome Atlas (TCGA) and Estimation of Stromal and Immune cells in Malignant Tumor tissue using Expression Data (ESTIMATE) datasets were applied to identify differentially expressed genes. Additionally, online public databases were utilized for in-depth bioinformatics analysis of pan-cancer datasets to investigate the prognostic implications of TME-related genes further.

RESULTS

Our study demonstrated a significant association between stromal scores, immune scores, and specific clinical characteristics in LUSC patients. C3AR1, CSF1R, CCL2, CCR1, and CD14 were identified as prognostic genes related to the TME. All TME-related prognostic genes demonstrated varying degrees of correlation with immune infiltration subtypes and tumor cell stemness. Moreover, our study revealed that TME-related prognostic genes, particularly C3AR1 and CCR1, might contribute to drug resistance in cancer cells.

CONCLUSIONS

The identified TME-related prognostic genes, particularly C3AR1 and CCR1, have potential implications for understanding and targeting drug resistance mechanisms in cancer cells.

摘要

背景

肿瘤微环境(TME)在癌症发展中起重要作用;然而,其在肺鳞状细胞癌(LUSC)及泛癌中的意义尚不清楚。

方法

在本研究中,应用癌症基因组图谱(TCGA)和利用表达数据估计恶性肿瘤组织中的基质和免疫细胞(ESTIMATE)数据集来鉴定差异表达基因。此外,利用在线公共数据库对泛癌数据集进行深入的生物信息学分析,以进一步研究TME相关基因的预后意义。

结果

我们的研究表明LUSC患者的基质评分、免疫评分与特定临床特征之间存在显著关联。C3AR1、CSF1R、CCL2、CCR1和CD14被鉴定为与TME相关的预后基因。所有与TME相关的预后基因均与免疫浸润亚型和肿瘤细胞干性表现出不同程度的相关性。此外,我们的研究表明,与TME相关的预后基因,特别是C3AR1和CCR1,可能导致癌细胞的耐药性。

结论

所鉴定的与TME相关的预后基因,特别是C3AR1和CCR1,对理解和靶向癌细胞的耐药机制具有潜在意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a019/11070325/a38d3d021322/gr1.jpg

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