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识别间皮瘤中与预后和骨转移相关的可变剪接特征。

Identification of prognostic and bone metastasis​-related alternative splicing signatures in mesothelioma.

机构信息

Department of Gynecology, Shanghai First Maternity and Infant Hospital, Tongji University School of Medicine, Shanghai, China.

Division of Spine, Department of Orthopedics, Tongji Hospital affiliated to Tongji University School of Medicine, Shanghai, China.

出版信息

Cancer Med. 2021 Jul;10(13):4478-4492. doi: 10.1002/cam4.3977. Epub 2021 May 26.

Abstract

Mesothelioma (MESO) is an infrequent tumor derived from mesothelial cells of pleura, peritoneum, pericardium, and tunica vaginalis testis. Despite advancement in technologies and better understanding of tumor progression mechanism, the prognosis of MESO remains poor. The role of alternative splicing events (ASEs) in the oncogenesis, tumor metastasis and drug resistance has been widely discussed in multiple cancers. But the prognosis and potential therapeutic value of ASEs in MESO were not clearly studied by now. We constructed a prognostic model using RNA sequencing data and matched ASE data of MESO patients obtained from the TCGA and TCGASpliceSeq database. A total of 3,993 ASEs were identified associated with overall survival using Cox regression analysis. Eight of them were finally figured out to institute the model by lasso regression analysis. The risk score of the model can predict the prognosis independently. Among the identified 390 splicing factors (SF), HSPA1A and DDX3Y was significantly associated with 43 OS-SEs. Among these OS-SEs, SNX5-58744-AT (p = 0.048) and SNX5-58745-AT (p = 0.048) were significantly associated with bone metastasis. Co-expression analysis of signal pathways and SNX5-58744-AT, SNX5-58745-AT was also depicted using GSVA. Finally, we proposed that splicing factor (SF) HSPA1A could regulate SNX5-58744-AT (R = -0.414) and SNX5-58745-AT (R = 0.414) through the pathway "Class I MHC mediated antigen processing and presentation" (R = 0.400). In this way, tumorigenesis and bone metastasis of MESO were controlled.

摘要

间皮瘤(MESO)是一种罕见的肿瘤,来源于胸膜、腹膜、心包膜和睾丸鞘膜的间皮细胞。尽管技术进步和对肿瘤进展机制的更好理解,但 MESO 的预后仍然很差。在多种癌症中,替代剪接事件(ASEs)在肿瘤发生、肿瘤转移和耐药性中的作用已被广泛讨论。但到目前为止,MESO 中 ASEs 的预后和潜在治疗价值尚未得到明确研究。我们使用 RNA 测序数据和从 TCGA 和 TCGASpliceSeq 数据库获得的 MESO 患者的匹配 ASE 数据构建了一个预后模型。使用 Cox 回归分析共鉴定出 3993 个与总生存期相关的 ASEs。最后通过lasso 回归分析确定了 8 个 ASE 构建模型。该模型的风险评分可独立预测预后。在所鉴定的 390 个剪接因子(SF)中,HSPA1A 和 DDX3Y 与 43 个 OS-SEs 显著相关。在这些 OS-SEs 中,SNX5-58744-AT(p=0.048)和 SNX5-58745-AT(p=0.048)与骨转移显著相关。还使用 GSVA 对信号通路和 SNX5-58744-AT、SNX5-58745-AT 的共表达分析进行了描述。最后,我们提出剪接因子(SF)HSPA1A 可以通过途径“I 类 MHC 介导的抗原加工和呈递”(R=0.400)调节 SNX5-58744-AT(R=-0.414)和 SNX5-58745-AT(R=0.414)。通过这种方式,控制了 MESO 的肿瘤发生和骨转移。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4d3e/8267146/370c6d7a4e03/CAM4-10-4478-g005.jpg

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