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染色体不稳定性相关预后特征分析及皮肤黑色素瘤病例聚类研究。

Chromosome instability-associated prognostic signature and cluster investigation for cutaneous melanoma cases.

机构信息

Department of Plastic and Burns Surgery, Tianjin First Center Hospital, School of Medicine, Nankai University, Tianjin, China.

出版信息

IET Syst Biol. 2023 Jun;17(3):121-130. doi: 10.1049/syb2.12064. Epub 2023 Apr 25.

Abstract

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.

摘要

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。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/64ae/10280610/89840fbe2a12/SYB2-17-121-g005.jpg

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