Ni Yingchen, Jiang Mengna, Wu Yixuan, Xiao Pei, Wu Anqi, Xia Weiyi, Tang Can, Yang Xu, Tian Kai, Chen Hong, Huang Rongrong
Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, 226001, China.
Department of Occupational Medicine and Environmental Toxicology, Nantong Key Laboratory of Environmental Toxicology, School of Public Health, Nantong University, Nantong 226019, China.
J Cancer. 2024 Jan 1;15(2):317-331. doi: 10.7150/jca.89542. eCollection 2024.
Immunotherapy has greatly changed the treatment of advanced non-small cell lung cancer (NSCLC). Anoikis is a programmed cell death process associated with cancer. However, the correlation between anoikis-related genes and the tumor microenvironment (TME) features and immunotherapeutic outcome in NSCLC has not been fully explored. The bulk and single-cell transcriptome data of NSCLC were downloaded from TCGA and GEO databases. The distribution of anoikis-related genes on different cell types at the single-cell level was analyzed, and these genes specifically expressed by tumor cells and immunotherapy-related were further extracted. Next, the candidate gene CTNND1 was identified and its correlations with the TME features and immunotherapeutic outcome in NSCLC were explored in multiple public cohorts. Finally, an in-house cohort was used to determine the CTNND1 expression and immuno-correlation in NSCLC. At single-cell atlas, we found that anoikis-related genes expressed specifically in tumor cells of NSCLC. By intersecting anoikis-related genes, immunotherapy-associated genes, and the genes expressed in tumor cells, we obtained a special biomarker CTNND1. In addition, cell-cell communication analysis revealed that CTNND1+ tumor cells communicated with immune subpopulations frequently. Moreover, we found that high expression of CTNND1 was related to immuno-suppressive status of NSCLC. The expression of CTNND1 and its immuno-correlation were also validated, and the results showed that CTNND1 was highly expressed in NSCLC tissues and tumors with high CTNND1 expression accompanied with low CD8+ T cells infiltration. Overall, our study reported that CTNND1 can be considered as a novel biomarker for the predication of immunotherapeutic responses and a potential target for NSCLC therapy.
免疫疗法极大地改变了晚期非小细胞肺癌(NSCLC)的治疗方式。失巢凋亡是一种与癌症相关的程序性细胞死亡过程。然而,失巢凋亡相关基因与NSCLC肿瘤微环境(TME)特征及免疫治疗结果之间的相关性尚未得到充分探索。从TCGA和GEO数据库下载了NSCLC的批量和单细胞转录组数据。分析了失巢凋亡相关基因在单细胞水平上在不同细胞类型上的分布,并进一步提取了肿瘤细胞特异性表达且与免疫治疗相关的这些基因。接下来,鉴定了候选基因CTNND1,并在多个公共队列中探索了其与NSCLC中TME特征及免疫治疗结果的相关性。最后,使用一个内部队列来确定NSCLC中CTNND1的表达及免疫相关性。在单细胞图谱中,我们发现失巢凋亡相关基因在NSCLC肿瘤细胞中特异性表达。通过将失巢凋亡相关基因、免疫治疗相关基因和在肿瘤细胞中表达的基因进行交叉分析,我们获得了一个特殊的生物标志物CTNND1。此外,细胞间通讯分析表明CTNND1+肿瘤细胞经常与免疫亚群进行通讯。而且,我们发现CTNND1的高表达与NSCLC的免疫抑制状态相关。还验证了CTNND1的表达及其免疫相关性,结果显示CTNND1在NSCLC组织中高表达,且CTNND1表达高的肿瘤伴随着低CD8+T细胞浸润。总体而言,我们的研究报告称CTNND1可被视为预测免疫治疗反应的新型生物标志物以及NSCLC治疗的潜在靶点。