Department of Plastic and Burns Surgery, Tianjin First Center Hospital, School of Medicine, Nankai University, Tianjin, China.
IET Syst Biol. 2023 Jun;17(3):121-130. doi: 10.1049/syb2.12064. Epub 2023 Apr 25.
Chromosomal instability (CIN) is closely associated to the early detection of several clinical tumours. In this study, the authors first established a novel prognostic model of melanoma using the hub genes of CIN, based on the datasets of The cancer genome atlas-skin cutaneous melanoma (TCGA-SKCM) and GSE65904 cohorts. Based on the risk scores of our model, the disease-specific survival (DSS) prognosis was worse in the high-risk group. Combining risk score, stage, age, ulceration, and clark factors, a Nomogram was generated to predict 1, 3, 5-year survival rates, which indicated a good clinical validity. Our finding also showed a correlation between high/low risk and tumour infiltration levels of 'activated CD8 T cells' and 'effector memory CD8 T cells'. Moreover, the authors first performed a CIN-based tumour clustering analysis using TCGA-SKCM cases, and identified two melanoma clusters, which exhibit the distinct DSS prognosis and the tumour-infiltrating levels of CD8 T cells. Taken together, a promising CIN-related prognostic signature and clustering for melanoma cases were first established in our study.
染色体不稳定性 (CIN) 与几种临床肿瘤的早期检测密切相关。在这项研究中,作者首先基于 The cancer genome atlas-skin cutaneous melanoma (TCGA-SKCM) 和 GSE65904 队列的数据,使用 CIN 的枢纽基因建立了一种新的黑色素瘤预后模型。基于我们模型的风险评分,高风险组的疾病特异性生存 (DSS) 预后更差。结合风险评分、分期、年龄、溃疡和 Clark 因素,生成了一个列线图来预测 1、3、5 年的生存率,这表明具有良好的临床有效性。我们的研究结果还表明,高/低风险与“活化 CD8 T 细胞”和“效应记忆 CD8 T 细胞”的肿瘤浸润水平之间存在相关性。此外,作者首次使用 TCGA-SKCM 病例进行了基于 CIN 的肿瘤聚类分析,确定了两个黑色素瘤聚类,它们表现出不同的 DSS 预后和 CD8 T 细胞的肿瘤浸润水平。总之,本研究首次建立了一种有前途的黑色素瘤相关 CIN 预后特征和聚类。