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综合分析确定CD38是与头颈部癌的免疫表型、放化疗耐药性及预后高度相关的关键节点。

Integrative Analysis Identified CD38 As a Key Node That Correlates Highly with Immunophenotype, Chemoradiotherapy Resistance, And Prognosis of Head and Neck Cancer.

作者信息

He Zhengxi, Yue Chunxue, Chen Xiuwen, Li Xin, Zhang Li, Tan Shan, Yi Xia, Luo Gengqiu, Zhou Yanhong

机构信息

Hunan Cancer Hospital and The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University Changsha, Hunan, 410013, China.

NHC Key Laboratory of Carcinogenesis, Hunan Cancer Hospital and The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, Hunan, 410013, China.

出版信息

J Cancer. 2023 Jan 1;14(1):72-87. doi: 10.7150/jca.59730. eCollection 2023.

Abstract

Head and neck cancer (HNC) is mainly treated by surgery, radiotherapy, and adjuvant chemotherapy; however, the prognosis of some patients with HNC is poor because of radiotherapy and chemotherapy resistance. In recent years, anti‑PD‑1 monoclonal antibodies have shown certain efficacy, and a change of the tumor immune microenvironment is the main reason for the failure of HNC immunotherapy. The present study aimed to identify and verify that CD38, which is closely related to the prognosis of HNC, is a potential biological marker of radiotherapy and chemotherapy resistance and PD-L1 immunotherapy resistance via a comprehensive bioinformatic analysis in The Cancer Genome Atlas and Gene Expression Omnibus databases. According to the UALCAN database, the transcript level of in HNC was analyzed using cluster analysis, and the expression of mRNA in HNC was detected using the Oncomine database. The characteristics of CD38-related oncogenes were identified by gene cluster enrichment analysis in LinkedOmics. The R2 and SEER databases were used to further evaluate the prognostic significance of the gene in HNC using receiver operating characteristic curve analysis of Kaplan-Meier (KM) survival and the clinical characteristics of the subjects. The protein-protein interaction network of the top 50 genes showing significant positive correlations with CD38 in HNC was analyzed using STRING. Finally, we used a nasopharyngeal carcinoma (NPC) cell line to verify the biological function. The results showed that the levels of mRNA expression in patients with HNC were significantly higher than those in healthy controls. The levels of CD38 mRNA expression in patients with HNC of different ages, sexes, and races were significantly higher than those in the healthy controls. CD38 is an independent prognostic factor for HNC, and high expression of CD38 indicates poor prognosis. CD38 expression correlated positively with the markers of many kinds of immune cells, and correlated significantly with the expression of PD-L1. We found that the high expression of CD38 suggested a poor prognosis in the subgroup of tumors treated with chemotherapeutic drugs in the G1/S phase. We used HNC cell lines to verify that the high expression of CD38 promoted the proliferation of NPC cells and produced radiotherapy tolerance. Through comprehensive bioinformatics analysis, we suggested that is a key gene involved in radiotherapy, chemotherapy, and immune drug resistance in HNC. This study provides a reliable biomarker to predict the prognosis of patients with HNC and a reference for clinical comprehensive treatment of HNC. Individualization combined with CD38 monoclonal antibodies might provide a promising treatment strategy for this fatal disease, and this comprehensive treatment might reduce the damage to normal tissue and improve the prognosis and quality of life of patients with HNC.

摘要

头颈癌(HNC)主要通过手术、放疗和辅助化疗进行治疗;然而,由于放疗和化疗耐药性,一些HNC患者的预后较差。近年来,抗PD-1单克隆抗体已显示出一定疗效,肿瘤免疫微环境的改变是HNC免疫治疗失败的主要原因。本研究旨在通过对癌症基因组图谱(The Cancer Genome Atlas)和基因表达综合数据库(Gene Expression Omnibus)进行全面的生物信息学分析,鉴定并验证与HNC预后密切相关的CD38是放疗和化疗耐药以及PD-L1免疫治疗耐药的潜在生物学标志物。根据UALCAN数据库,使用聚类分析对HNC中CD38的转录水平进行分析,并使用Oncomine数据库检测HNC中CD38 mRNA的表达。通过LinkedOmics中的基因簇富集分析确定与CD38相关的癌基因特征。使用R2和SEER数据库,通过Kaplan-Meier(KM)生存的受试者工作特征曲线分析以及受试者的临床特征,进一步评估CD38基因在HNC中的预后意义。使用STRING分析HNC中与CD38呈显著正相关的前50个基因的蛋白质-蛋白质相互作用网络。最后,我们使用鼻咽癌(NPC)细胞系验证其生物学功能。结果显示,HNC患者的CD38 mRNA表达水平显著高于健康对照。不同年龄、性别和种族的HNC患者的CD38 mRNA表达水平均显著高于健康对照。CD38是HNC的独立预后因素,CD38高表达提示预后不良。CD38表达与多种免疫细胞标志物呈正相关,且与PD-L1表达显著相关。我们发现,在G1/S期接受化疗药物治疗的肿瘤亚组中,CD38高表达提示预后不良。我们使用HNC细胞系验证了CD38高表达促进NPC细胞增殖并产生放疗耐受性。通过全面的生物信息学分析,我们认为CD38是参与HNC放疗、化疗和免疫药物耐药的关键基因。本研究提供了一个可靠的生物标志物来预测HNC患者的预后,并为HNC的临床综合治疗提供参考。联合CD38单克隆抗体的个体化治疗可能为这种致命疾病提供一种有前景的治疗策略,这种综合治疗可能减少对正常组织的损伤,改善HNC患者的预后和生活质量。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fea5/9809333/451f71a2584f/jcav14p0072g001.jpg

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