Suppr超能文献

利用癌症基因互作网络和基因本体分析鉴定针对骨转移的特异性靶标方法。

An approach for the identification of targets specific to bone metastasis using cancer genes interactome and gene ontology analysis.

机构信息

Biotechnology Division, Institute of Himalayan Bioresource Technology, Council of Scientific and Industrial Research, Palampur, India.

出版信息

PLoS One. 2012;7(11):e49401. doi: 10.1371/journal.pone.0049401. Epub 2012 Nov 14.

Abstract

Metastasis is one of the most enigmatic aspects of cancer pathogenesis and is a major cause of cancer-associated mortality. Secondary bone cancer (SBC) is a complex disease caused by metastasis of tumor cells from their primary site and is characterized by intricate interplay of molecular interactions. Identification of targets for multifactorial diseases such as SBC, the most frequent complication of breast and prostate cancers, is a challenge. Towards achieving our aim of identification of targets specific to SBC, we constructed a 'Cancer Genes Network', a representative protein interactome of cancer genes. Using graph theoretical methods, we obtained a set of key genes that are relevant for generic mechanisms of cancers and have a role in biological essentiality. We also compiled a curated dataset of 391 SBC genes from published literature which serves as a basis of ontological correlates of secondary bone cancer. Building on these results, we implement a strategy based on generic cancer genes, SBC genes and gene ontology enrichment method, to obtain a set of targets that are specific to bone metastasis. Through this study, we present an approach for probing one of the major complications in cancers, namely, metastasis. The results on genes that play generic roles in cancer phenotype, obtained by network analysis of 'Cancer Genes Network', have broader implications in understanding the role of molecular regulators in mechanisms of cancers. Specifically, our study provides a set of potential targets that are of ontological and regulatory relevance to secondary bone cancer.

摘要

转移是癌症发病机制中最神秘的方面之一,也是癌症相关死亡的主要原因。继发性骨癌(SBC)是一种由肿瘤细胞从原发部位转移引起的复杂疾病,其特征是分子相互作用的复杂相互作用。鉴定多因素疾病(如 SBC)的靶点是一项挑战,SBC 是乳腺癌和前列腺癌最常见的并发症。为了实现我们鉴定 SBC 特异性靶点的目标,我们构建了一个“癌症基因网络”,这是一个癌症基因的代表性蛋白质互作网络。我们使用图论方法获得了一组与癌症通用机制相关且在生物学必需性中起作用的关键基因。我们还从已发表的文献中编译了一个经过精心整理的 391 个 SBC 基因数据集,作为继发性骨癌的本体论相关性的基础。基于这些结果,我们实施了一种基于通用癌症基因、SBC 基因和基因本体论富集方法的策略,以获得一组专门针对骨转移的靶点。通过这项研究,我们提出了一种探测癌症主要并发症之一(即转移)的方法。通过对“癌症基因网络”进行网络分析获得的在癌症表型中起通用作用的基因的结果,在理解分子调节剂在癌症机制中的作用方面具有更广泛的意义。具体来说,我们的研究提供了一组对继发性骨癌具有本体论和监管相关性的潜在靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a65b/3498148/83cc5ec9f149/pone.0049401.g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验