Radivojac Predrag, Baenziger Peter H, Kann Maricel G, Mort Matthew E, Hahn Matthew W, Mooney Sean D
School of Informatics, Indiana University, 901 East Tenth Street, Bloomington, IN 47408, USA.
Bioinformatics. 2008 Aug 15;24(16):i241-7. doi: 10.1093/bioinformatics/btn267.
Coding-region mutations in human genes are responsible for a diverse spectrum of diseases and phenotypes. Among lesions that have been studied extensively, there are insights into several of the biochemical functions disrupted by disease-causing mutations. Currently, there are more than 60 000 coding-region mutations associated with inherited disease catalogued in the Human Gene Mutation Database (HGMD, August 2007) and more than 70 000 polymorphic amino acid substitutions recorded in dbSNP (dbSNP, build 127). Understanding the mechanism and contribution these variants make to a clinical phenotype is a formidable problem.
In this study, we investigate the role of phosphorylation in somatic cancer mutations and inherited diseases. Somatic cancer mutation datasets were shown to have a significant enrichment for mutations that cause gain or loss of phosphorylation when compared to our control datasets (putatively neutral nsSNPs and random amino acid substitutions). Of the somatic cancer mutations, those in kinase genes represent the most enriched set of mutations that disrupt phosphorylation sites, suggesting phosphorylation target site mutation is an active cause of phosphorylation deregulation. Overall, this evidence suggests both gain and loss of a phosphorylation site in a target protein may be important features for predicting cancer-causing mutations and may represent a molecular cause of disease for a number of inherited and somatic mutations.
人类基因中的编码区突变可导致多种疾病和表型。在已被广泛研究的病变中,我们对一些由致病突变破坏的生化功能有了深入了解。目前,人类基因突变数据库(HGMD,2007年8月)中记录了超过60000个与遗传性疾病相关的编码区突变,dbSNP(dbSNP,构建版本127)中记录了超过70000个多态性氨基酸替换。了解这些变异对临床表型的作用机制和贡献是一个艰巨的问题。
在本研究中,我们调查了磷酸化在体细胞癌突变和遗传性疾病中的作用。与我们的对照数据集(假定为中性的非同义单核苷酸多态性和随机氨基酸替换)相比,体细胞癌突变数据集显示出导致磷酸化增加或减少的突变显著富集。在体细胞癌突变中,激酶基因中的突变代表了破坏磷酸化位点的最富集的突变集,表明磷酸化靶位点突变是磷酸化失调的一个活跃原因。总体而言,这一证据表明,靶蛋白中磷酸化位点的增加和减少可能是预测致癌突变的重要特征,并且可能代表许多遗传性和体细胞突变的分子致病原因。