Identifying actionable synthetically lethal cancer gene pairs using mutual exclusivity

IF 3.5 4区 生物学 Q1 Biochemistry, Genetics and Molecular Biology
Sarah K. Wooller, Laurence H. Pearl, Frances M. G. Pearl
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引用次数: 0

Abstract

Mutually exclusive loss-of-function alterations in gene pairs are those that occur together less frequently than may be expected and may denote a synthetically lethal relationship (SSL) between the genes. SSLs can be exploited therapeutically to selectively kill cancer cells. Here, we analysed mutation, copy number variation, and methylation levels in samples from The Cancer Genome Atlas, using the hypergeometric and the Poisson binomial tests to identify mutually exclusive inactivated genes. We focused on gene pairs where one is an inactivated tumour suppressor and the other a gene whose protein product can be inhibited by known drugs. This provided an abundance of potential targeted therapeutics and repositioning opportunities for several cancers. These data are available on the MexDrugs website, https://bioinformaticslab.sussex.ac.uk/mexdrugs.

Abstract Image

利用互斥性识别可操作的合成致命癌症基因对。
基因对中相互排斥的功能缺失改变是指那些同时出现的频率低于预期的改变,可能表示基因之间存在合成致死关系(SSL)。SSL可用于治疗,选择性地杀死癌细胞。在这里,我们分析了癌症基因组图谱样本中的突变、拷贝数变异和甲基化水平,使用超几何检验和泊松二项式检验来识别互斥失活基因。我们将重点放在基因对上,其中一个是失活的肿瘤抑制因子,另一个是其蛋白产物可被已知药物抑制的基因。这为几种癌症提供了大量潜在的靶向治疗药物和重新定位的机会。这些数据可在 MexDrugs 网站 https://bioinformaticslab.sussex.ac.uk/mexdrugs 上查阅。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
FEBS Letters
FEBS Letters 生物-生化与分子生物学
CiteScore
7.00
自引率
2.90%
发文量
303
审稿时长
1.0 months
期刊介绍: FEBS Letters is one of the world''s leading journals in molecular biology and is renowned both for its quality of content and speed of production. Bringing together the most important developments in the molecular biosciences, FEBS Letters provides an international forum for Minireviews, Research Letters and Hypotheses that merit urgent publication.
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