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[具体研究对象]的可药物化口袋组学:一种寻找潜在可药物靶点的新方法 。(需注意原文中“:”前缺失具体研究对象相关内容)

The Druggable Pocketome of : A New Approach for Putative Druggable Targets.

作者信息

Hassan Syed S, Jamal Syed B, Radusky Leandro G, Tiwari Sandeep, Ullah Asad, Ali Javed, de Carvalho Paulo V S D, Shams Rida, Khan Sabir, Figueiredo Henrique C P, Barh Debmalya, Ghosh Preetam, Silva Artur, Baumbach Jan, Röttger Richard, Turjanski Adrián G, Azevedo Vasco A C

机构信息

Department of Chemistry, Islamia College University Peshawar, Peshawar, Pakistan.

PG Program in Bioinformatics, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, Brazil.

出版信息

Front Genet. 2018 Feb 13;9:44. doi: 10.3389/fgene.2018.00044. eCollection 2018.

Abstract

Diphtheria is an acute and highly infectious disease, previously regarded as endemic in nature but vaccine-preventable, is caused by (Cd). In this work, we used an approach along the 13 complete genome sequences of followed by a computational assessment of structural information of the binding sites to characterize the "pocketome druggability." To this end, we first computed the "modelome" (3D structures of a complete genome) of a randomly selected reference strain Cd NCTC13129; that had 13,763 open reading frames (ORFs) and resulted in 1,253 (∼9%) structure models. The amino acid sequences of these modeled structures were compared with the remaining 12 genomes and consequently, 438 conserved protein sequences were obtained. The RCSB-PDB database was consulted to check the template structures for these conserved proteins and as a result, 401 adequate 3D models were obtained. We subsequently predicted the protein pockets for the obtained set of models and kept only the conserved pockets that had highly druggable (HD) values (137 across all strains). Later, an off-target host homology analyses was performed considering the human proteome using NCBI database. Furthermore, the gene essentiality analysis was carried out that gave a final set of 10-conserved targets possessing highly druggable protein pockets. To check the target identification robustness of the pipeline used in this work, we crosschecked the final target list with another in-house target identification approach for thereby obtaining three common targets, these were; hisE-phosphoribosyl-ATP pyrophosphatase, glpX-fructose 1,6-bisphosphatase II, and rpsH-30S ribosomal protein S8. Our predicted results suggest that the approach used could potentially aid in experimental polypharmacological target determination in and other pathogens, thereby, might complement the existing and new drug-discovery pipelines.

摘要

白喉是一种急性且具有高度传染性的疾病,以前被认为本质上是地方性疾病,但可通过疫苗预防,它由白喉棒状杆菌(Cd)引起。在这项工作中,我们沿着13个白喉棒状杆菌的完整基因组序列采用了一种方法,随后对结合位点的结构信息进行计算评估,以表征“口袋组药物可及性”。为此,我们首先计算了一个随机选择的参考菌株Cd NCTC13129的“模型组”(完整基因组的三维结构);该菌株有13763个开放阅读框(ORF),并产生了1253个(约9%)结构模型。将这些建模结构的氨基酸序列与其余12个基因组进行比较,从而获得了438个保守蛋白质序列。查阅RCSB - PDB数据库以检查这些保守蛋白质的模板结构,结果获得了401个合适的三维模型。我们随后预测了所获得的模型集的蛋白质口袋,只保留了具有高度药物可及性(HD)值的保守口袋(所有菌株中共有137个)。后来,使用NCBI数据库考虑人类蛋白质组进行了脱靶宿主同源性分析。此外,进行了基因必需性分析,得到了一组最终的10个具有高度药物可及性蛋白质口袋的保守靶点。为了检查本工作中使用的流程的靶点识别稳健性,我们用另一种内部靶点识别方法对最终靶点列表进行了交叉核对,从而获得了三个共同靶点,它们是:hisE - 磷酸核糖基 - ATP焦磷酸酶、glpX - 果糖1,6 - 二磷酸酶II和rpsH - 30S核糖体蛋白S8。我们的预测结果表明,所使用的方法可能有助于在白喉棒状杆菌和其他病原体中进行实验性多药理学靶点确定,从而可能补充现有的和新的药物发现流程。

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