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基于 RNA-Seq 数据分析的新模型揭示了他莫昔芬耐药乳腺癌细胞中的差异基因表达。

Differential gene expression in tamoxifen-resistant breast cancer cells revealed by a new analytical model of RNA-Seq data.

机构信息

Department of Pharmacology, The Penn State Cancer Institute, The Pennsylvania State University College of Medicine, Milton S. Hershey Medical Center, Hershey, Pennsylvania, United States of America.

出版信息

PLoS One. 2012;7(7):e41333. doi: 10.1371/journal.pone.0041333. Epub 2012 Jul 23.

Abstract

Resistance to tamoxifen (Tam), a widely used antagonist of the estrogen receptor (ER), is a common obstacle to successful breast cancer treatment. While adjuvant therapy with Tam has been shown to significantly decrease the rate of disease recurrence and mortality, recurrent disease occurs in one third of patients treated with Tam within 5 years of therapy. A better understanding of gene expression alterations associated with Tam resistance will facilitate circumventing this problem. Using a next generation sequencing approach and a new bioinformatics model, we compared the transcriptomes of Tam-sensitive and Tam-resistant breast cancer cells for identification of genes involved in the development of Tam resistance. We identified differential expression of 1215 mRNA and 513 small RNA transcripts clustered into ERα functions, cell cycle regulation, transcription/translation, and mitochondrial dysfunction. The extent of alterations found at multiple levels of gene regulation highlights the ability of the Tam-resistant cells to modulate global gene expression. Alterations of small nucleolar RNA, oxidative phosphorylation, and proliferation processes in Tam-resistant cells present areas for diagnostic and therapeutic tool development for combating resistance to this anti-estrogen agent.

摘要

对他莫昔芬(Tam)的耐药性(Tam)是一种广泛使用的雌激素受体(ER)拮抗剂,是成功治疗乳腺癌的常见障碍。虽然用 Tam 进行辅助治疗已被证明可显著降低疾病复发和死亡率,但在治疗后 5 年内,三分之一接受 Tam 治疗的患者出现疾病复发。更好地了解与 Tam 耐药性相关的基因表达改变将有助于解决这个问题。我们使用下一代测序方法和新的生物信息学模型,比较了 Tam 敏感和 Tam 耐药乳腺癌细胞的转录组,以鉴定参与 Tam 耐药性发展的基因。我们发现 1215 个 mRNA 和 513 个小 RNA 转录本的差异表达,这些转录本聚类为 ERα 功能、细胞周期调节、转录/翻译和线粒体功能障碍。在多个基因调控水平上发现的改变程度突出了 Tam 耐药细胞调节全局基因表达的能力。Tam 耐药细胞中小核仁 RNA、氧化磷酸化和增殖过程的改变为开发针对这种抗雌激素药物的耐药性的诊断和治疗工具提供了方向。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bfa0/3402532/bbf33fd8d081/pone.0041333.g001.jpg

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