Huang Yeen, Zhao Chengzhi, Zhou Xinke, Lu Jiachun, Fang Shenying
School of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, China.
Department of ICU, Shenzhen Hospital, Southern Medical University, China.
Heliyon. 2024 Sep 11;10(18):e37852. doi: 10.1016/j.heliyon.2024.e37852. eCollection 2024 Sep 30.
The impact of tumor mutations and the interplay of cytokines and chemokines on the immune response and clinical outcomes in uveal melanoma (UM) warrants further exploration. In our study, we delved into the correlation between genetic alterations and survival rates in a cohort of 188 UM patients, utilizing data from cBioPortal. We assessed the composition of immune cell populations within 80 UM tumors by examining RNA sequence-based gene expression data from The Cancer Genome Atlas (TCGA). Furthermore, we scrutinized the relationship between genetic mutations and the expression of cytokines and chemokines, as well as their influence on various immune cell subsets. Our investigation revealed a significant association between the presence of mutated GNAQ or SF3B1 genes and improved progression-free survival (PFS), disease-specific survival (DSS), and overall survival (OS) when compared to patients with non-mutated counterparts. In contrast, the presence of immune response gene mutations was associated with a detrimental effect on PFS, DSS, and OS. We also observed that the expression levels of cytokines and chemokines were positively linked to the infiltration of immune killer cells and inversely related to the populations of B cells and dendritic cells. Elevated expression levels of PDCD1, TNF, IL6, CXCL9, and CXCL10 were found to be correlated with reduced OS. Intriguingly, an increase in CD8 T cell populations was associated with a poorer OS, a finding that warrants further investigation. These findings underscore the potential utility of cytokines/chemokines expression levels, immune cell subsets, and mutation status as critical biomarkers for the selection of patients who are most likely to benefit from immunotherapeutic interventions. Our research provides valuable insights that could guide the development of more targeted and effective treatment strategies for UM patients.
肿瘤突变以及细胞因子和趋化因子的相互作用对葡萄膜黑色素瘤(UM)免疫反应和临床结果的影响值得进一步探索。在我们的研究中,我们利用cBioPortal的数据,深入研究了188例UM患者队列中基因改变与生存率之间的相关性。我们通过检查来自癌症基因组图谱(TCGA)的基于RNA序列的基因表达数据,评估了80个UM肿瘤内免疫细胞群体的组成。此外,我们仔细研究了基因突变与细胞因子和趋化因子表达之间的关系,以及它们对各种免疫细胞亚群的影响。我们的研究表明,与未发生突变的患者相比,发生GNAQ或SF3B1基因突变与无进展生存期(PFS)、疾病特异性生存期(DSS)和总生存期(OS)的改善显著相关。相比之下,免疫反应基因突变的存在与对PFS、DSS和OS的有害影响相关。我们还观察到,细胞因子和趋化因子的表达水平与免疫杀伤细胞的浸润呈正相关,与B细胞和树突状细胞群体呈负相关。发现PDCD1、TNF、IL6、CXCL9和CXCL10的表达水平升高与OS降低相关。有趣的是,CD8 T细胞群体的增加与较差的OS相关,这一发现值得进一步研究。这些发现强调了细胞因子/趋化因子表达水平、免疫细胞亚群和突变状态作为关键生物标志物的潜在效用,可用于选择最有可能从免疫治疗干预中获益的患者。我们的研究提供了有价值的见解,可指导为UM患者制定更有针对性和有效的治疗策略。