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

被引:0
|
作者
Yu, Jinglu [1 ]
Gong, Yabin [2 ]
Huang, Xiaowei [3 ]
Bao, Yufang [1 ]
机构
[1] Shanghai Univ Tradit Chinese Med, PuDong Tradit Chinese Med Hosp, Pudong New Area, Shanghai, Peoples R China
[2] Shanghai Univ Tradit Chinese Med, Yueyang Hosp Integrated Tradit Chinese & Western M, Dept Oncol, Shanghai, Peoples R China
[3] Shanghai Univ Tradit Chinese Med, Longhua Hosp, Dept Oncol, Shanghai, Peoples R China
来源
PEERJ | 2024年 / 12卷
关键词
Tertiary lymphoid structures; Colon adenocarcinoma/rectum adenocarcinoma; Therapeutic potential; CELLS; IMMUNOTHERAPY; SURVIVAL; GENOMICS;
D O I
10.7717/peerj.18401
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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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页数:30
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