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用于评估食管鳞状细胞癌患者免疫微环境、预后及治疗效果的瞬时受体电位(TRP)通道相关基因的综合分析

Comprehensive Analysis of TRP Channel-Related Genes for Estimating the Immune Microenvironment, Prognosis, and Therapeutic Effect in Patients With Esophageal Squamous Cell Carcinoma.

作者信息

Zhao Fangchao, Gao Shaolin, Qin Xuebo, Niu Ren, Li Zhirong, Wang Chuan, Li Shujun

机构信息

Department of Thoracic Surgery, The Second Hospital of Hebei Medical University, Shijiazhuang, China.

Department of Thoracic Surgery, Hebei Chest Hospital, Shijiazhuang, China.

出版信息

Front Cell Dev Biol. 2022 Mar 4;10:820870. doi: 10.3389/fcell.2022.820870. eCollection 2022.

DOI:10.3389/fcell.2022.820870
PMID:35309940
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8931688/
Abstract

The Nobel Prize in Physiology or Medicine for the year 2021 was awarded to Ardem Patapoutian and David Julius for their discoveries of temperature-sensitive receptors (TRP channels) and tactile receptors (Piezo channels), both of which were previously unknown. TRP channels are at the heart of the human ability to detect temperature, and they also play crucial regulatory functions in the occurrence and progression of cancer. Despite this, there have been no research conducted on the prognostic significance of TRP channels in individuals with esophageal squamous cell carcinoma (ESCC). In GEO and TCGA cohorts, unsupervised clustering was first conducted based on 18 TRP channel-associated differentially expressed genes (DEGs) extracted from MSigDB database and KEGG database. Two TRP subtypes were identified and patients in subtype B had the best prognosis among the two subtypes. Significant differences in staging and grading existed among the different subtypes. In GEO cohort, univariate Cox analysis were performed to screen prognosis related genes. A TRP channel-related prognostic signature, which included 7 signature-related genes, was constructed by the least absolute shrinkage and selection operator (LASSO) Cox regression. Patients were divided into a high-risk group and low-risk group by the median risk score. In GEO and TCGA cohorts, Receiver operating characteristic (ROC) curves, principal component analysis (PCA), and univariate and multivariate Cox regression were performed to confirm the validity of signature. Following a more in-depth study of the TME based on the risk signature, it was discovered that the high-risk group had higher immune cell infiltration and lower tumor purity, indicating a bad prognosis. Patients with high risk scores also had increased immune checkpoint expression, indicating that these patients may be more likely to benefit from immunotherapy than other patients. We also found that paclitaxel, cisplatin, and 5-fluorouracil displayed a better response in treating the low-risk score ESCC patients. This study also adopted GTEx and qRT-PCR to perform experimental verification processes. In summary, we identified a TRP channel-associated prognostic signature. This signature can predict prognosis and immune microenvironment in ESCC.

摘要

2021年诺贝尔生理学或医学奖授予阿尔登·帕塔普蒂安和大卫·朱利叶斯,以表彰他们发现了温度敏感受体(TRP通道)和触觉受体(Piezo通道),这两种受体此前均不为人所知。TRP通道是人类感知温度能力的核心,它们在癌症的发生和发展中也发挥着关键的调节作用。尽管如此,尚未有关于TRP通道在食管鳞状细胞癌(ESCC)患者中的预后意义的研究。在GEO和TCGA队列中,首先基于从MSigDB数据库和KEGG数据库中提取的18个TRP通道相关差异表达基因(DEG)进行无监督聚类。确定了两种TRP亚型,B亚型患者在两种亚型中预后最佳。不同亚型之间在分期和分级上存在显著差异。在GEO队列中,进行单变量Cox分析以筛选预后相关基因。通过最小绝对收缩和选择算子(LASSO)Cox回归构建了一个包含7个特征相关基因的TRP通道相关预后特征。根据中位风险评分将患者分为高风险组和低风险组。在GEO和TCGA队列中,进行了受试者操作特征(ROC)曲线、主成分分析(PCA)以及单变量和多变量Cox回归,以确认特征的有效性。基于风险特征对肿瘤微环境进行更深入的研究后发现,高风险组具有更高的免疫细胞浸润和更低的肿瘤纯度,表明预后不良。高风险评分的患者免疫检查点表达也增加,表明这些患者可能比其他患者更有可能从免疫治疗中获益。我们还发现紫杉醇、顺铂和5-氟尿嘧啶在治疗低风险评分的ESCC患者时显示出更好的反应。本研究还采用GTEx和qRT-PCR进行实验验证过程。总之,我们确定了一个TRP通道相关的预后特征。该特征可以预测ESCC的预后和免疫微环境。

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