Prognostic and therapeutic potential of gene profiles related to tertiary lymphoid structures in colorectal cancer.

IF 2.4 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES PeerJ Pub Date : 2024-10-31 eCollection Date: 2024-01-01 DOI:10.7717/peerj.18401
Jinglu Yu, Yabin Gong, Xiaowei Huang, Yufang Bao
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Abstract

The role of tertiary lymphoid structures (TLS) in oncology is gaining interest, particularly in colorectal carcinoma, yet a thorough analysis remains elusive. This study pioneered a novel TLS quantification system for prognostic and therapeutic response prediction in colorectal carcinoma, alongside a comprehensive depiction of the TLS landscape. Utilizing single-cell sequencing, we established a TLS score within the Tumor Immune Microenvironment (TIME). Analysis of tertiary lymphoid structure-related genes (TLSRGs) in 1,184 patients with colon adenocarcinoma/rectum adenocarcinoma (COADREAD) from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases led to the identification of two distinct molecular subtypes. Differentially expressed genes (DEGs) further segregated these patients into gene subtypes. A TLS score was formulated using gene set variation analysis (GSVA) and its efficacy in predicting immunotherapy outcomes was validated in two independent cohorts. High-scoring patients exhibited a 'hot' immune phenotype, correlating with enhanced immunotherapy efficacy. Key genes in our model, including C5AR1, APOE, CYR1P1, and SPP1, were implicated in COADREAD cell proliferation, invasion, and PD-L1 expression. These insights offer a novel approach to colorectal carcinoma treatment, emphasizing TLS targeting as a potential anti-tumor strategy.

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大肠癌三级淋巴结构相关基因图谱的预后和治疗潜力。
三级淋巴结构(TLS)在肿瘤学中的作用越来越受到关注,尤其是在结直肠癌中,但对其进行全面分析仍是一个难题。本研究开创了一种新型 TLS 定量系统,用于预测结直肠癌的预后和治疗反应,并全面描述了 TLS 的结构。利用单细胞测序,我们在肿瘤免疫微环境(TIME)中建立了TLS评分。通过分析癌症基因组图谱(TCGA)和基因表达总库(GEO)数据库中1184名结肠腺癌/直肠腺癌(COADREAD)患者的三级淋巴结构相关基因(TLSRGs),我们发现了两种不同的分子亚型。差异表达基因(DEGs)进一步将这些患者分为基因亚型。利用基因组变异分析(GSVA)制定了 TLS 评分,并在两个独立队列中验证了其预测免疫疗法结果的功效。高分患者表现出 "热 "免疫表型,与免疫疗法疗效增强相关。我们模型中的关键基因(包括 C5AR1、APOE、CYR1P1 和 SPP1)与 COADREAD 细胞增殖、侵袭和 PD-L1 表达有关。这些见解为结直肠癌的治疗提供了一种新方法,强调了TLS靶向是一种潜在的抗肿瘤策略。
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来源期刊
PeerJ
PeerJ MULTIDISCIPLINARY SCIENCES-
CiteScore
4.70
自引率
3.70%
发文量
1665
审稿时长
10 weeks
期刊介绍: PeerJ is an open access peer-reviewed scientific journal covering research in the biological and medical sciences. At PeerJ, authors take out a lifetime publication plan (for as little as $99) which allows them to publish articles in the journal for free, forever. PeerJ has 5 Nobel Prize Winners on the Board; they have won several industry and media awards; and they are widely recognized as being one of the most interesting recent developments in academic publishing.
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