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多组学方法揭示热休克蛋白(HSPs)在乳腺癌中的预后及功能意义

Prognostic and Functional Significant of Heat Shock Proteins (HSPs) in Breast Cancer Unveiled by Multi-Omics Approaches.

作者信息

Buttacavoli Miriam, Di Cara Gianluca, D'Amico Cesare, Geraci Fabiana, Pucci-Minafra Ida, Feo Salvatore, Cancemi Patrizia

机构信息

Department of Biological Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, 90128 Palermo, Italy.

Experimental Center of Onco Biology (COBS), 90145 Palermo, Italy.

出版信息

Biology (Basel). 2021 Mar 22;10(3):247. doi: 10.3390/biology10030247.

Abstract

Heat shock proteins (HSPs) are a well-characterized molecular chaperones protein family, classified into six major families, according to their molecular size. A wide range of tumors have been shown to express atypical levels of one or more HSPs, suggesting that they could be used as biomarkers. However, the collective role and the possible coordination of HSP members, as well as the prognostic significance and the functional implications of their deregulated expression in breast cancer (BC) are poorly investigated. Here, we used a systematic multi-omics approach to assess the HSPs expression, the prognostic value, and the underlying mechanisms of tumorigenesis in BC. By using data mining, we showed that several HSPs were deregulated in BC and significantly correlated with a poor or good prognosis. Functional network analysis of HSPs co-expressed genes and miRNAs highlighted their regulatory effects on several biological pathways involved in cancer progression. In particular, these pathways concerned cell cycle and DNA replication for the HSPs co-expressed genes, and miRNAs up-regulated in poor prognosis and Epithelial to Mesenchymal Transition (ETM), as well as receptors-mediated signaling for the HSPs co-expressed genes up-regulated in good prognosis. Furthermore, the proteomic expression of HSPs in a large sample-set of breast cancer tissues revealed much more complexity in their roles in BC and showed that their expression is quite variable among patients and confined into different cellular compartments. In conclusion, integrative analysis of multi-omics data revealed the distinct impact of several HSPs members in BC progression and indicate that collectively they could be useful as biomarkers and therapeutic targets for BC management.

摘要

热休克蛋白(HSPs)是一类特征明确的分子伴侣蛋白家族,根据其分子大小可分为六个主要家族。已有研究表明,多种肿瘤会表达一种或多种非典型水平的热休克蛋白,这表明它们可用作生物标志物。然而,热休克蛋白成员的共同作用、可能的协同作用,以及它们在乳腺癌(BC)中表达失调的预后意义和功能影响,目前研究较少。在此,我们采用系统的多组学方法来评估热休克蛋白在乳腺癌中的表达、预后价值及肿瘤发生的潜在机制。通过数据挖掘,我们发现几种热休克蛋白在乳腺癌中表达失调,且与预后不良或良好显著相关。对热休克蛋白共表达基因和微小RNA进行功能网络分析,突出了它们对癌症进展中多种生物学途径的调控作用。具体而言,这些途径涉及热休克蛋白共表达基因的细胞周期和DNA复制,以及预后不良和上皮-间质转化(EMT)中上调的微小RNA,还有预后良好的热休克蛋白共表达基因的受体介导信号传导。此外,在大量乳腺癌组织样本集中对热休克蛋白进行蛋白质组学表达分析,揭示了它们在乳腺癌中作用的更多复杂性,并表明它们的表达在患者之间差异很大,且局限于不同的细胞区室。总之,多组学数据的综合分析揭示了几种热休克蛋白成员在乳腺癌进展中的不同影响,并表明它们共同可用作乳腺癌管理的生物标志物和治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a6c9/8004706/543a4792bd8a/biology-10-00247-g001a.jpg

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