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基于脓毒性休克相关基因的结直肠癌亚型:预后和免疫特征

Subtyping colorectal cancer based on septic shock-associated genes: prognosis and immune characteristics.

作者信息

Zhao Jinkai, Chen Jiaan, Zhang Jiancheng, Pan Xuming, Xu Buhai, Miao Jinli, Wang Wenmin, Jin Guangjun

机构信息

The Second School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China.

Department of Emergency, The Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China.

出版信息

Front Genet. 2024 Nov 15;15:1468424. doi: 10.3389/fgene.2024.1468424. eCollection 2024.

DOI:10.3389/fgene.2024.1468424
PMID:39619673
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11604612/
Abstract

BACKGROUND

Sepsis and colorectal cancer (CRC) are leading causes of death. Given their mutual dependence for susceptibility, we used bioinformatics to explore potential connections between septic shock (SS) and CRC.

METHODS

We identified 452 co-expressed genes between SS-related differential expression genes (SS-DEGs) and CRC patient-expressed genes (TCGA-CRC genes). CRC samples were categorized into two cluster subgroups through hierarchical clustering. We then compared the prognosis and immune landscapes of the two cluster subgroups through survival analysis, immune microenvironment analysis, and immune therapy response evaluation.

RESULTS

Clustering analysis of the 452 CRC patient-expressed SS-DEGs identified two subtypes: SS-like CRC (SL-CRC) and non-SS-like CRC (NSL-CRC). There were no significant differences in overall survival between the CRC subtypes. However, the subtypes displayed significant differences in immune score, stromal score, and ESTIMATE score. Based on immune therapy databases, there were also significant differences in responses to anti-CTLA-4 and anti-PD-1 immune checkpoint inhibitors between the subtypes.

CONCLUSION

Our study reveals significant differences in the immune microenvironment and immune therapy responses between SL-CRC and NSL-CRC subtypes. These findings provide a foundation for identifying new therapeutic targets and developing personalized treatment strategies for specific CRC subtypes.

摘要

背景

脓毒症和结直肠癌(CRC)是主要的死亡原因。鉴于它们在易感性方面相互关联,我们运用生物信息学方法来探究感染性休克(SS)与CRC之间的潜在联系。

方法

我们确定了452个在SS相关差异表达基因(SS-DEGs)与CRC患者表达基因(TCGA-CRC基因)之间共表达的基因。通过层次聚类将CRC样本分为两个聚类亚组。然后,我们通过生存分析、免疫微环境分析和免疫治疗反应评估,比较了这两个聚类亚组的预后和免疫格局。

结果

对452个CRC患者表达的SS-DEGs进行聚类分析,确定了两种亚型:SS样CRC(SL-CRC)和非SS样CRC(NSL-CRC)。CRC亚型之间的总生存期无显著差异。然而,这些亚型在免疫评分、基质评分和ESTIMATE评分方面存在显著差异。基于免疫治疗数据库,各亚型在对抗CTLA-4和抗PD-1免疫检查点抑制剂的反应方面也存在显著差异。

结论

我们的研究揭示了SL-CRC和NSL-CRC亚型在免疫微环境和免疫治疗反应方面存在显著差异。这些发现为识别新的治疗靶点以及为特定CRC亚型制定个性化治疗策略奠定了基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7569/11604612/4df7629282c0/fgene-15-1468424-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7569/11604612/713cb16034a7/fgene-15-1468424-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7569/11604612/d8baadfb9330/fgene-15-1468424-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7569/11604612/eb6e9b72480f/fgene-15-1468424-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7569/11604612/e60f86dd751e/fgene-15-1468424-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7569/11604612/4df7629282c0/fgene-15-1468424-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7569/11604612/713cb16034a7/fgene-15-1468424-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7569/11604612/d8baadfb9330/fgene-15-1468424-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7569/11604612/eb6e9b72480f/fgene-15-1468424-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7569/11604612/e60f86dd751e/fgene-15-1468424-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7569/11604612/4df7629282c0/fgene-15-1468424-g005.jpg

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