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基于计算机预测人类 UDP-半乳糖 4′-差向异构酶基因突变的效应:建立 III 型半乳糖血症的预测框架。

In silico prediction of the effects of mutations in the human UDP-galactose 4'-epimerase gene: towards a predictive framework for type III galactosemia.

机构信息

School of Biological Sciences, Queen's University Belfast, Medical Biology Centre, 97 Lisburn Road, Belfast, BT9 7BL, UK.

出版信息

Gene. 2013 Jul 25;524(2):95-104. doi: 10.1016/j.gene.2013.04.061. Epub 2013 May 1.

Abstract

The enzyme UDP-galactose 4'-epimerase (GALE) catalyses the reversible epimerisation of both UDP-galactose and UDP-N-acetyl-galactosamine. Deficiency of the human enzyme (hGALE) is associated with type III galactosemia. The majority of known mutations in hGALE are missense and private thus making clinical guidance difficult. In this study a bioinformatics approach was employed to analyse the structural effects due to each mutation using both the UDP-glucose and UDP-N-acetylglucosamine bound structures of the wild-type protein. Changes to the enzyme's overall stability, substrate/cofactor binding and propensity to aggregate were also predicted. These predictions were found to be in good agreement with previous in vitro and in vivo studies when data was available and allowed for the differentiation of those mutants that severely impair the enzyme's activity against UDP-galactose. Next this combination of techniques were applied to another twenty-six reported variants from the NCBI dbSNP database that have yet to be studied to predict their effects. This identified p.I14T, p.R184H and p.G302R as likely severely impairing mutations. Although severely impaired mutants were predicted to decrease the protein's stability, overall predicted stability changes only weakly correlated with residual activity against UDP-galactose. This suggests other protein functions such as changes in cofactor and substrate binding may also contribute to the mechanism of impairment. Finally this investigation shows that this combination of different in silico approaches is useful in predicting the effects of mutations and that it could be the basis of an initial prediction of likely clinical severity when new hGALE mutants are discovered.

摘要

酶 UDP-半乳糖 4′-差向异构酶 (GALE) 催化 UDP-半乳糖和 UDP-N-乙酰半乳糖胺的可逆差向异构化。人源酶 (hGALE) 的缺乏与 III 型半乳糖血症有关。hGALE 中的大多数已知突变是错义且是个体特有的,因此使得临床指导变得困难。在这项研究中,采用生物信息学方法分析了由于每个突变导致的结构效应,同时使用了野生型蛋白与 UDP-葡萄糖和 UDP-N-乙酰葡萄糖胺结合的结构。还预测了酶的整体稳定性、底物/辅因子结合和聚集倾向的变化。当有可用数据时,这些预测与之前的体外和体内研究结果非常吻合,并允许区分那些严重削弱酶对 UDP-半乳糖活性的突变体。接下来,将这些技术组合应用于另一个来自 NCBI dbSNP 数据库的 26 个报告变体,这些变体尚未进行研究,以预测它们的影响。这确定了 p.I14T、p.R184H 和 p.G302R 可能是严重的削弱突变。尽管严重受损的突变体预计会降低蛋白质的稳定性,但总体预测的稳定性变化与对 UDP-半乳糖的剩余活性仅弱相关。这表明其他蛋白质功能,如辅因子和底物结合的变化,也可能有助于损伤机制。最后,这项研究表明,不同的计算方法组合在预测突变的影响方面是有用的,并且当发现新的 hGALE 突变体时,它可以成为预测临床严重程度的初始基础。

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