Yang Xu, Wu Jianwei, Fan Longlong, Chen Binghua, Zhang Shiqiang, Zheng Wenzhong
Department of Urology, Fujian Medical University Union Hospital, Fuzhou, People's Republic of China.
Department of Urology, The Eighth Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong, People's Republic of China.
J Inflamm Res. 2024 Jul 10;17:4505-4523. doi: 10.2147/JIR.S457570. eCollection 2024.
The involvement of cytotoxic CD4 T cells (CD4 CTLs) and their potential role in dictating the response to immune checkpoint inhibitors (ICIs) in patients with metastatic renal cell carcinoma (mRCC) remains an unexplored area of research.
Utilizing single-cell RNA sequencing, we analyzed the immunophenotype and expression patterns of CD4 T lymphocyte subtypes in mRCC patients, followed by preliminary validation via multi-immunofluorescent staining. In addition, we obtained a comprehensive immunotherapy dataset encompassing single-cell RNA sequencing datasets and bulk RNA-seq cohorts from the European Genome-Phenome Archive and ArrayExpress database. Utilizing the CIBERSORTx deconvolution algorithms, we derived a signature score for CD4 CTLs from the bulk-RNA-seq datasets of the CheckMate 009/025 clinical trials.
Single-cell analysis of CD4 T lymphocytes in mRCC reveals several cancer-specific states, including diverse phenotypes of regulatory T cells. Remarkably, we observe that CD4 CTLs cells constitute a substantial proportion of all CD4 T lymphocyte sub-clusters in mRCC patients, highlighting their potential significance in the disease. Furthermore, within mRCC patients, we identify two distinct cytotoxic states of CD4 T cells: CD4GZMK T cells, which exhibit a weaker cytotoxic potential, and CD4GZMB T cells, which demonstrate robust cytotoxic activity. Both regulatory T cells and CD4 CTLs originate from proliferating CD4 T cells within mRCC tissues. Intriguingly, our trajectory analysis indicates that the weakly cytotoxic CD4GZMK T cells differentiate from their more cytotoxic CD4GZMB counterparts. In comparing patients with lower CD4 CTLs levels to those with higher CD4 CTLs abundance in the CheckMate 009 and 25 immunotherapy cohorts, the latter group exhibited significantly improved OS and PFS probability.
Our study underscores the pivotal role that intratumoral CD4 CTLs may play in bolstering anti-tumor immunity, suggesting their potential as a promising biomarker for predicting response to ICIs in patients with mRCC.
细胞毒性CD4 T细胞(CD4 CTLs)的参与及其在转移性肾细胞癌(mRCC)患者对免疫检查点抑制剂(ICIs)反应中所起的潜在作用仍是一个未被探索的研究领域。
利用单细胞RNA测序,我们分析了mRCC患者中CD4 T淋巴细胞亚型的免疫表型和表达模式,随后通过多重免疫荧光染色进行初步验证。此外,我们从欧洲基因组-表型档案库和ArrayExpress数据库中获得了一个包含单细胞RNA测序数据集和批量RNA-seq队列的综合免疫治疗数据集。利用CIBERSORTx反卷积算法,我们从CheckMate 009/025临床试验的批量RNA-seq数据集中得出了CD4 CTLs的特征分数。
对mRCC中CD4 T淋巴细胞的单细胞分析揭示了几种癌症特异性状态,包括调节性T细胞的不同表型。值得注意的是,我们观察到CD4 CTLs细胞在mRCC患者的所有CD4 T淋巴细胞亚群中占相当大的比例,突出了它们在该疾病中的潜在重要性。此外,在mRCC患者中,我们确定了CD4 T细胞的两种不同细胞毒性状态:细胞毒性较弱的CD4GZMK T细胞和具有强大细胞毒性活性的CD4GZMB T细胞。调节性T细胞和CD4 CTLs均起源于mRCC组织内增殖的CD4 T细胞。有趣的是,我们的轨迹分析表明,细胞毒性较弱的CD4GZMK T细胞是从细胞毒性较强的CD4GZMB T细胞分化而来。在CheckMate 009和25免疫治疗队列中,将CD4 CTLs水平较低的患者与CD4 CTLs丰度较高的患者进行比较,后一组患者的总生存期(OS)和无进展生存期(PFS)概率显著提高。
我们的研究强调了肿瘤内CD4 CTLs在增强抗肿瘤免疫中可能发挥的关键作用,表明它们有可能作为预测mRCC患者对ICIs反应的有前景的生物标志物。