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利用多组学数据对TRPV家族进行临床预后、免疫浸润和免疫治疗疗效的泛癌分析。

Pan-cancer analyses of clinical prognosis, immune infiltration, and immunotherapy efficacy for TRPV family using multi-omics data.

作者信息

Shen Chong, Fu Chong, Suo Yong, Li Kai, Zhang Zhe, Yang Shaobo, Zhang Yu, Lin Yuda, Li Zhi, Wu Zhouliang, Huang Shiwang, Chen Houyuan, Fan Zhenqian, Hu Hailong

机构信息

Department of Urology, Tianjin Institute of Urology, The Second Hospital of Tianjin Medical University, Tianjin 300211, China.

Tianjin Key Laboratory of Urology, Tianjin Institute of Urology, The Second Hospital of Tianjin Medical University, Tianjin, China.

出版信息

Heliyon. 2023 Jun 3;9(6):e16897. doi: 10.1016/j.heliyon.2023.e16897. eCollection 2023 Jun.

Abstract

BACKGROUND

Transient receptor potential cation channel subfamily V (TRPV) play an essential in cancer initiation, progression, and treatment. TRPV expression alteration are shown relate to multiple cancers prognosis and treatment of cancers but are less-studied in pan-cancer. In this study, we characterize the clinical prediction value of TRPV at pan-cancer level.

METHODS

Several databases were used to examine the transcript expression difference in tumor vs. normal tissue, copy-number variant (CNV) and single nucleotide polymorphisms (SNP) mutation of each TRPV members in pan-cancer, including The Cancer Genome Atlas (TCGA) and cBioPortal. We performed K-M survival curve and univariate Cox regression analyses to identify survival and prognosis value of TRPV. CellMiner were selected to explore drug sensitivity. We also analyzed association between tumor mutation burden (TMB), microsatellite instability (MSI), tumor immune microenvironment and TRPV family genes expression. Moreover, we investigated the relationship between TRPVs expression and effectiveness of immunotherapy in multiple cohorts, including one melanoma (GSE78220), one renal cell carcinoma (GSE67501), and three bladder cancer cohorts (GSE111636, IMvigor210, GSE176307 and our own sequencing dataset (TRUCE-01)), and further analyzed the changes of TRPVs expression before and after treatment (tislelizumab combined with nab-paclitaxel) of bladder cancer. Next, we made a special effort to investigate and study biological functions of TRPV in bladder cancer using gene set enrichment analysis (GSEA), and conducted immune infiltration analysis with TRPVs family genes expression, copy number or somatic mutations of bladder cancer by TIMER 2.0. Finally, real-time PCR and protein expression validation of TRPVs within 10 paired cancer and para-carcinoma tissue samples, were also performed in bladder cancer.

RESULTS

Only TRPV2 expression was lower in most cancer types among TRPV family genes. All TRPVs were correlated with survival changes. Amplification was the significant gene alternation in all TRPVs. Next, analysis between TRPVs and clinical traits showed that TRPVs were related to pathologic stage, TNM stage and first course treatment outcome. Moreover, TRPV expression was highly correlated with MSI and TMB. Immunotherapy is a research hotspot at present, our result showed the significant association between TRPVs expression and immune infiltration indicated that TRPV expression alternation could be used to guide prognosis. In addition, we also discovered that the expression level of TRPV1/2/3/4/6 was positively or negatively correlated with objective responses to anti-PD-1/PD-L1 across multiple immunotherapy cohort. Further analysis of drug sensitivity showed the value to treatment. Based on the above analysis, we next focused on TRPV family in bladder cancer. The result demonstrated TRPV also played an important role in bladder cancer. Finally, qPCR assay verified our analysis in bladder cancer.

CONCLUSION

Our study firstly revealed expression and genome alternation of TRPV in pan-cancer. TRPV could be used to predict prognosis or instructing treatment of human cancers, especially bladder cancer.

摘要

背景

瞬时受体电位阳离子通道亚家族V(TRPV)在癌症的发生、发展和治疗中起着至关重要的作用。TRPV表达改变与多种癌症的预后和治疗相关,但在泛癌研究中较少被关注。在本研究中,我们在泛癌水平上对TRPV的临床预测价值进行了表征。

方法

使用多个数据库来检测肿瘤组织与正常组织之间的转录本表达差异、泛癌中每个TRPV成员的拷贝数变异(CNV)和单核苷酸多态性(SNP)突变,包括癌症基因组图谱(TCGA)和cBioPortal。我们进行了K-M生存曲线和单变量Cox回归分析,以确定TRPV的生存和预后价值。选择CellMiner来探索药物敏感性。我们还分析了肿瘤突变负荷(TMB)、微卫星不稳定性(MSI)、肿瘤免疫微环境与TRPV家族基因表达之间的关联。此外,我们在多个队列中研究了TRPVs表达与免疫治疗效果之间的关系,包括一个黑色素瘤队列(GSE78220)、一个肾细胞癌队列(GSE67501)和三个膀胱癌队列(GSE111636、IMvigor210、GSE176307以及我们自己的测序数据集(TRUCE-01)),并进一步分析了膀胱癌患者在接受替雷利珠单抗联合白蛋白结合型紫杉醇治疗前后TRPVs表达的变化。接下来,我们特别致力于使用基因集富集分析(GSEA)研究TRPV在膀胱癌中的生物学功能,并通过TIMER 2.0对膀胱癌的TRPVs家族基因表达、拷贝数或体细胞突变进行免疫浸润分析。最后,还在膀胱癌的10对癌组织和癌旁组织样本中进行了TRPVs的实时PCR和蛋白表达验证。

结果

在TRPV家族基因中,大多数癌症类型中只有TRPV2表达较低。所有TRPVs都与生存变化相关。扩增是所有TRPVs中显著的基因改变。接下来,TRPVs与临床特征之间的分析表明,TRPVs与病理分期、TNM分期和首次疗程治疗结果相关。此外,TRPV表达与MSI和TMB高度相关。免疫治疗是目前的研究热点,我们的结果表明TRPVs表达与免疫浸润之间存在显著关联,表明TRPV表达改变可用于指导预后。此外,我们还发现TRPV1/2/3/4/6的表达水平与多个免疫治疗队列中抗PD-1/PD-L1的客观反应呈正相关或负相关。对药物敏感性的进一步分析显示了其对治疗的价值。基于上述分析,我们接下来聚焦于膀胱癌中的TRPV家族。结果表明TRPV在膀胱癌中也起着重要作用。最后,qPCR检测验证了我们在膀胱癌中的分析。

结论

我们的研究首次揭示了TRPV在泛癌中的表达和基因组改变。TRPV可用于预测人类癌症尤其是膀胱癌的预后或指导治疗。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d7d3/10279839/94f75b8196ea/gr1.jpg

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