Identification of EARS2 as a Potential Biomarker with Diagnostic, Prognostic, and Therapeutic Implications in Colorectal Cancer.

IF 6.2 Q1 IMMUNOLOGY
ImmunoTargets and Therapy Pub Date : 2025-01-30 eCollection Date: 2025-01-01 DOI:10.2147/ITT.S499680
Ling Wang, Xuemei Deng, Jiaxi Tang, Yi Gong, Shaojin Bu, Zuli Li, Bin Liao, Yao Ding, Tingting Dai, Yong Liao, Yongsheng Li
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引用次数: 0

Abstract

Purpose: Colorectal cancer (CRC) is a prevalent malignancy, and lactate metabolism significantly influences tumorigenesis and progression. This study identifies key genes associated with lactic acid metabolism and explore their impact on CRC.

Patients and methods: This study utilized data from The Cancer Genome Atlas, Gene Expression Omnibus, other public databases, and our institutional resources. Machine learning identified key lactate metabolism-related genes. Receiver Operating Characteristic analysis, Kaplan-Meier analysis, and the construction of a nomogram model were conducted to assess the diagnostic and prognostic significance of the key lactate metabolism-related gene EARS2. EARS2 expression in colorectal tissue was validated using both publicly available external data and samples from our institution. To investigate the mechanisms underlying EARS2 in CRC, Gene Ontology, Kyoto Encyclopedia of Genes and Genomes, Gene Set Enrichment Analysis, and Protein-Protein Interaction analyses were performed, alongside the construction of miRNA-mRNA interaction networks. Additionally, the relationships between EARS2 and immune cell infiltration, as well as responses to drug therapy, were examined. Following the knockdown of EARS2, we assessed cell proliferation, migration capabilities, and apoptosis. Statistical analyses were conducted using R and GraphPad Prism software.

Results: ERAS2 was overexpressed in CRC tissues compared to normal and adenoma tissues, with higher expression levels correlating with aberrant lactate metabolism and poorer patient prognosis. EARS2 was involved in pathways such as neuroactive ligand-receptor interactions, protein digestion, and cholesterol metabolism, and it was associated with immune cell infiltration and responses to drug treatment. Additionally, the knockdown of EARS2 inhibited the proliferation, migration, and invasion of CRC cells while enhancing their apoptosis.

Conclusion: Elevated expression of EARS2 is associated with abnormal lactate metabolism, immune cell infiltration, altered therapeutic sensitivity, and poorer survival outcomes in CRC. This correlation suggests that EARS2 may serve as a potential target for the diagnosis, prognosis, and therapeutic intervention in CRC.

EARS2作为结直肠癌诊断、预后和治疗潜在生物标志物的鉴定
目的:结直肠癌(CRC)是一种常见的恶性肿瘤,乳酸代谢显著影响肿瘤的发生和发展。本研究确定了与乳酸代谢相关的关键基因,并探讨了它们对结直肠癌的影响。患者和方法:本研究使用的数据来自癌症基因组图谱、基因表达Omnibus、其他公共数据库和我们的机构资源。机器学习确定了关键的乳酸代谢相关基因。通过受试者工作特征分析、Kaplan-Meier分析和构建nomogram模型来评估乳酸代谢相关关键基因EARS2的诊断和预后意义。使用公开的外部数据和我们机构的样本验证了结直肠组织中EARS2的表达。为了研究CRC中EARS2的机制,我们进行了基因本体、京都基因和基因组百科全书、基因集富集分析、蛋白质-蛋白质相互作用分析,以及miRNA-mRNA相互作用网络的构建。此外,我们还研究了EARS2与免疫细胞浸润以及对药物治疗的反应之间的关系。在敲除EARS2后,我们评估了细胞增殖、迁移能力和凋亡。采用R语言和GraphPad Prism软件进行统计分析。结果:与正常和腺瘤组织相比,ERAS2在结直肠癌组织中过表达,高表达水平与乳酸代谢异常相关,患者预后较差。EARS2参与神经活性配体-受体相互作用、蛋白质消化和胆固醇代谢等途径,并与免疫细胞浸润和对药物治疗的反应有关。此外,EARS2的下调抑制了CRC细胞的增殖、迁移和侵袭,同时增强了CRC细胞的凋亡。结论:在结直肠癌中,EARS2表达升高与乳酸代谢异常、免疫细胞浸润、治疗敏感性改变和较差的生存结果有关。这种相关性提示EARS2可能作为CRC诊断、预后和治疗干预的潜在靶点。
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来源期刊
CiteScore
16.50
自引率
0.00%
发文量
7
审稿时长
16 weeks
期刊介绍: Immuno Targets and Therapy is an international, peer-reviewed open access journal focusing on the immunological basis of diseases, potential targets for immune based therapy and treatment protocols employed to improve patient management. Basic immunology and physiology of the immune system in health, and disease will be also covered.In addition, the journal will focus on the impact of management programs and new therapeutic agents and protocols on patient perspectives such as quality of life, adherence and satisfaction.
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