Folate metabolism-associated CYP26A1 is a clinico-immune target in colorectal cancer.

IF 5 3区 医学 Q1 GENETICS & HEREDITY
Yifei Zhu, Teng Zhou, Yao Zheng, Yanxi Yao, Mingxi Lin, Cheng Zeng, Yuxin Yan, Yifei Zhou, Dou-Dou Li, Jian Zhang
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引用次数: 0

Abstract

Folic acid plays a crucial role in cellular regulation and metabolism, commonly included in dietary supplements. Despite this, its involvement in colorectal cancer (CRC), particularly in metabolic pathways and immune evasion, remains poorly understood. We developed the FMRG_score system using machine learning algorithms on TCGA and GEO data to assess modification patterns influencing clinical outcomes and immune characteristics in CRC. The system's reliability was validated across multiple external immunotherapy cohorts. We examined associations between FMRG-related features and clinical traits, mutation profiles, biological functions, immune infiltration, therapy responses, and drug sensitivities. By integrating in vitro and in vivo experiments with bioinformatics, we built a nine-gene risk model linked to folate metabolism for CRC prognosis. Notably, CYP26A1, a key gene in the model, was upregulated in CRC tissues, promoting cell proliferation, migration, invasion, and contributing to an immunosuppressive tumor microenvironment. Significant differences in clinical traits, immune infiltration, checkpoint expression, therapy response, and drug sensitivity were observed between risk groups. This folate-based scoring system provides a novel tool for evaluating CRC prognosis, tumor microenvironment, and response to immunotherapy. We also propose CYP26A1 as a potential oncogene in CRC, offering new therapeutic insights.

叶酸代谢相关的CYP26A1是结直肠癌的临床免疫靶点。
叶酸在细胞调节和新陈代谢中起着至关重要的作用,通常包含在膳食补充剂中。尽管如此,它在结直肠癌(CRC)中的作用,特别是在代谢途径和免疫逃避中的作用,仍然知之甚少。我们利用TCGA和GEO数据的机器学习算法开发了FMRG_score系统,以评估影响CRC临床结果和免疫特征的修饰模式。该系统的可靠性在多个外部免疫治疗队列中得到验证。我们研究了fmrg相关特征与临床特征、突变谱、生物学功能、免疫浸润、治疗反应和药物敏感性之间的关系。通过结合体外和体内实验与生物信息学,我们建立了一个与叶酸代谢相关的九基因风险模型。值得注意的是,模型中的关键基因CYP26A1在结直肠癌组织中上调,促进细胞增殖、迁移、侵袭,并促成免疫抑制的肿瘤微环境。两组患者在临床特征、免疫浸润、检查点表达、治疗反应、药物敏感性等方面均存在显著差异。这种基于叶酸的评分系统为评估结直肠癌的预后、肿瘤微环境和对免疫治疗的反应提供了一种新的工具。我们还提出CYP26A1作为CRC的潜在致癌基因,提供新的治疗见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Genes and immunity
Genes and immunity 医学-免疫学
CiteScore
8.90
自引率
4.00%
发文量
28
审稿时长
6-12 weeks
期刊介绍: Genes & Immunity emphasizes studies investigating how genetic, genomic and functional variations affect immune cells and the immune system, and associated processes in the regulation of health and disease. It further highlights articles on the transcriptional and posttranslational control of gene products involved in signaling pathways regulating immune cells, and protective and destructive immune responses.
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