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系统筛查确定了 2 个基因标志物作为未分化多形性肉瘤/黏液纤维肉瘤的高潜力预后标志物。

Systematic screening identifies a 2-gene signature as a high-potential prognostic marker of undifferentiated pleomorphic sarcoma/myxofibrosarcoma.

机构信息

Department of Orthopaedic Surgery, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China.

Cancer Center, West China Hospital, Sichuan University, Chengdu, China.

出版信息

J Cell Mol Med. 2020 Jan;24(1):1010-1021. doi: 10.1111/jcmm.14814. Epub 2019 Nov 19.

Abstract

The Cancer Genome Atlas (TCGA) Research Network confirmed that undifferentiated pleomorphic sarcoma (UPS) and myxofibrosarcoma (MFS) share a high level of genomic similarities and fall into a single spectrum of tumour. However, no molecular prognostic biomarkers have been identified in UPS/MFS. In this study, by extracting data from TCGA-Sarcoma (SARC), we explored relapse-related genes, their prognostic value and possible mechanisms of the dysregulations. After systematic screening, ITGA10 and PPP2R2B were included to construct a 2-gene signature. The 2-gene signature had an AUC value of 0.83 and had an independent prognostic value in relapse-free survival (RFS) (HR: 2.966, 95%CI: 1.995-4.410 P < .001), and disease-specific survival (DSS) (HR: 2.283, 95%CI: 1.358-3.835, P = .002), as a continuous variable. Gene-level copy number alterations (CNAs) were irrelevant to their dysregulation. Two CpG sites (cg15585341 and cg04126335) around the promoter of ITGA10 showed strong negative correlations with ITGA10 expression (Pearson's r < -0.6). Transcript preference was observed in PPP2R2B expression. The methylation of some CpG sites in two gene body regions showed at least moderate positive correlations (Pearson's r > .4) with PPP2R2B expression. Besides, the 2-gene signature showed a moderate negative correlation with CD4 + T cell infiltration. High-level CD4 + T cell infiltration and neutrophil infiltration were associated with significantly better RFS. Based on these findings, we infer that the 2-gene signature might be a potential prognostic marker in patients with UPS/MFS. Considering the potential benefits of immunotherapy for UPS/MFS patients, it is imperative to explore the predictive value of this signature in immunotherapeutic responses in the future.

摘要

癌症基因组图谱 (TCGA) 研究网络证实,未分化多形性肉瘤 (UPS) 和黏液纤维肉瘤 (MFS) 具有高度的基因组相似性,属于肿瘤的单一谱系。然而,UPS/MFS 中尚未确定分子预后生物标志物。在这项研究中,我们通过从 TCGA-Sarcoma (SARC) 中提取数据,探讨了与复发相关的基因及其失调的可能机制和预后价值。经过系统筛选,纳入 ITGA10 和 PPP2R2B 构建 2 基因signature。该 2 基因 signature 在无复发生存率 (RFS) (HR: 2.966, 95%CI: 1.995-4.410, P < 0.001) 和疾病特异性生存率 (DSS) (HR: 2.283, 95%CI: 1.358-3.835, P = 0.002) 方面具有独立的预后价值,AUC 值为 0.83,作为连续变量。基因水平拷贝数改变 (CNAs) 与它们的失调无关。ITGA10 启动子周围的两个 CpG 位点 (cg15585341 和 cg04126335) 与 ITGA10 表达呈强烈负相关 (Pearson's r < -0.6)。PPP2R2B 表达存在转录偏好。两个基因体区域中一些 CpG 位点的甲基化与 PPP2R2B 表达呈至少中度正相关 (Pearson's r >.4)。此外,2 基因 signature 与 CD4+T 细胞浸润呈中度负相关。高水平的 CD4+T 细胞浸润和中性粒细胞浸润与显著更好的 RFS 相关。基于这些发现,我们推断该 2 基因 signature 可能是 UPS/MFS 患者潜在的预后标志物。考虑到免疫疗法对 UPS/MFS 患者的潜在益处,未来有必要探索该 signature 在免疫治疗反应中的预测价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fce7/6933343/9dece980cadf/JCMM-24-1010-g001.jpg

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