Identification of T cell dysfunction molecular subtypes and exploration of potential immunotherapy targets in BRAF V600E-mutant colorectal cancer.

IF 2.9 4区 医学 Q3 ENDOCRINOLOGY & METABOLISM Discover. Oncology Pub Date : 2025-02-12 DOI:10.1007/s12672-025-01930-8
Tiefeng Gu, Haonan Qi, Jiaqi Wang, Liangwei Sun, Yongqi Su, Hanqing Hu
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Abstract

Background: Immunotherapy is an effective treatment for BRAF V600E-mutant colorectal cancer, but currently, only a few benefit from it. Therefore, exploring new immunotherapy strategies is essential.

Methods: We obtained RNA sequencing data and clinical information of colorectal cancer patients from the TCGA and GEO databases. The impact of the BRAF V600E mutation on tumor microenvironment characteristics, gene expression, and signaling pathways was evaluated using bioinformatics approaches. Weighted gene co-expression network analysis (WGCNA) were used to identify core genes associated with T cell dysfunction. Consensus clustering was applied for subtype construction. Least Absolute Shrinkage and Selection Operator (LASSO) and Random Forest (RF) algorithms were employed to filter potential immunotherapy targets.

Results: We found that BRAF V600E mutation has a complex impact on the immune profile of colorectal cancer. It increases immune cell infiltration and activates immune-related signaling pathways, yet it also severely restricts T cell function. We subsequently identified 39 core genes associated with T cell dysfunction and constructed subtypes of BRAF V600E colorectal cancer based on their expression profiles. Significant heterogeneity was observed between these subtypes in immune signaling pathway activity, immune infiltration patterns, immune phenotype scores, and mechanisms of resistance to immunotherapy. Ultimately, using machine learning algorithms and bioinformatics validation, we identified IDO1 as a potential immunotherapy targets for BRAF V600E-mutant colorectal cancer.

Conclusion: This study constructed novel T cell dysfunction molecular subtypes for BRAF V600E-mutant colorectal cancer and identified IDO1 as a potential immunotherapy target, providing a new strategy for immunotherapy.

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BRAF v600e突变型结直肠癌中T细胞功能障碍分子亚型的鉴定及潜在免疫治疗靶点的探索
背景:免疫治疗是BRAF v600e突变型结直肠癌的有效治疗方法,但目前仅有少数患者从中受益。因此,探索新的免疫治疗策略至关重要。方法:从TCGA和GEO数据库中获取结直肠癌患者的RNA测序数据和临床信息。利用生物信息学方法评估BRAF V600E突变对肿瘤微环境特征、基因表达和信号通路的影响。加权基因共表达网络分析(WGCNA)用于鉴定与T细胞功能障碍相关的核心基因。采用共识聚类进行亚型构建。最小绝对收缩和选择算子(LASSO)和随机森林(RF)算法用于筛选潜在的免疫治疗靶点。结果:我们发现BRAF V600E突变对结直肠癌的免疫谱有复杂的影响。它增加免疫细胞浸润,激活免疫相关信号通路,但也严重限制T细胞功能。随后,我们确定了39个与T细胞功能障碍相关的核心基因,并基于其表达谱构建了BRAF V600E结直肠癌的亚型。这些亚型在免疫信号通路活性、免疫浸润模式、免疫表型评分和免疫治疗耐药机制方面存在显著异质性。最终,利用机器学习算法和生物信息学验证,我们确定IDO1是BRAF v600e突变型结直肠癌的潜在免疫治疗靶点。结论:本研究构建了BRAF v600e突变型结直肠癌的新型T细胞功能障碍分子亚型,并确定了IDO1作为潜在的免疫治疗靶点,为免疫治疗提供了新的策略。
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来源期刊
Discover. Oncology
Discover. Oncology Medicine-Endocrinology, Diabetes and Metabolism
CiteScore
2.40
自引率
9.10%
发文量
122
审稿时长
5 weeks
期刊最新文献
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