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ALOX12:贝伐单抗反应、免疫治疗效果和结直肠癌预后的新见解。

ALOX12: A Novel Insight in Bevacizumab Response, Immunotherapy Effect, and Prognosis of Colorectal Cancer.

机构信息

Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.

Interventional Institute of Zhengzhou University, Zhengzhou, China.

出版信息

Front Immunol. 2022 Jun 27;13:910582. doi: 10.3389/fimmu.2022.910582. eCollection 2022.

DOI:10.3389/fimmu.2022.910582
PMID:35833141
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9271859/
Abstract

Colorectal cancer is a highly malignant cancer with poor prognosis and mortality rates. As the first biological agent approved for metastatic colorectal cancer (mCRC), bevacizumab was confirmed to exhibit good performance when combined with chemotherapy and immunotherapy. However, the efficacy of both bevacizumab and immunotherapy is highly heterogeneous across CRC patients with different stages. Thus, exploring a novel biomarker to comprehensively assess the prognosis and bevacizumab and immunotherapy response of CRC is of great significance. In our study, weighted gene co-expression network analysis (WGCNA) and the receiver operating characteristic (ROC) curves were employed to identify bevacizumab-related genes. After verification in four public cohorts and our internal cohort, ALOX12 was identified as a key gene related to bevacizumab response. Prognostic analysis and experiments further demonstrated that ALOX12 was closely associated with the prognosis, tumor proliferation, invasion, and metastasis. Multi-omics data analysis based on mutation and copy number variation (CNV) revealed that RYR3 drove the expression of ALOX12 and the deletion of 17p12 inhibited ALOX12 expression, respectively. Moreover, we interrogated the relationship between ALOX12 and immune cells and checkpoints. The results exhibited that high ALOX12 expression predicted a higher immune infiltration and better immunotherapy response, which was further validated in Tumor Immune Dysfunction and Exclusion (TIDE) and Subclass Mapping (SubMap) methods. Above all, our study provides a stable biomarker for clinical protocol optimization, prognostic assessment, precise treatment, and individualized treatment of CRC.

摘要

结直肠癌是一种预后差、死亡率高的高度恶性肿瘤。贝伐珠单抗作为首个被批准用于转移性结直肠癌(mCRC)的生物制剂,与化疗和免疫治疗联合应用时被证实具有良好的疗效。然而,贝伐珠单抗和免疫治疗在不同分期的结直肠癌患者中的疗效存在高度异质性。因此,探索一种新的生物标志物来全面评估结直肠癌患者的预后以及贝伐珠单抗和免疫治疗的反应具有重要意义。在我们的研究中,采用加权基因共表达网络分析(WGCNA)和受试者工作特征(ROC)曲线来识别与贝伐珠单抗相关的基因。经过四个公共队列和我们内部队列的验证,ALOX12 被确定为与贝伐珠单抗反应相关的关键基因。预后分析和实验进一步表明,ALOX12 与预后、肿瘤增殖、侵袭和转移密切相关。基于突变和拷贝数变异(CNV)的多组学数据分析表明,RYR3 驱动 ALOX12 的表达,而 17p12 的缺失则抑制 ALOX12 的表达。此外,我们研究了 ALOX12 与免疫细胞和免疫检查点之间的关系。结果表明,高 ALOX12 表达预示着更高的免疫浸润和更好的免疫治疗反应,这在 Tumor Immune Dysfunction and Exclusion (TIDE) 和 Subclass Mapping (SubMap) 方法中得到了进一步验证。综上所述,我们的研究为结直肠癌的临床方案优化、预后评估、精准治疗和个体化治疗提供了一个稳定的生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bb1a/9271859/7aa336a83314/fimmu-13-910582-g008.jpg
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