In silico prediction of deleterious single nucleotide polymorphism in human AKR1C3 gene and identification of potent inhibitors using molecular docking approach

被引:2
作者
Aloyuni, Saleh Abdullah [1 ]
机构
[1] Majmaah Univ, Coll Appl Med Sci, Dept Publ Hlth, Al Majmaah 11952, Saudi Arabia
关键词
AKR1C3; nsSNP; SIFT; PolyPhen; Molecular docking; ADME; MM/GBSA; EVOLUTIONARY CONSERVATION; RESISTANCE; EXPLORATION; PROTEINS; SEQUENCE; TOOL; DNA;
D O I
10.1016/j.jksus.2021.101514
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Objective: The Aldo-keto reductase family consists of a number of enzymes which are essential to the catalysis of redox transformation and which are also involved in intermediate metabolism and detoxification. Several studies have been reported that the catalytic-dependent function of AKR1C family members isoforms and their essential roles in various cancer types including prostate cancer and play a key role in drug resistance and drug detoxification. The aim of the current study was to predict and analyze the deleterious single nucleotide polymorphism (SNP) that is highly associated with prostate cancer. In addition, to find the potent bioactive compounds as effective inhibitors against prostate cancer. Methods: Various computational methods are employed to analyze the various non-synonymous single nucleotide polymorphisms (nsSNPs) in the AKR1C3 gene. Results: A total of 18,594 SNPs data set of deleterious and non-coding synonymous were retrieved from the dbSNP database followed by various computational SNP prediction tools were performed to find the most deleterious nsSNP. A total of eight high-risk nsSNPs were predicted and most of the residue is present in the structural and functional conserved domain, hence, both wild type and mutant forms of AKR1C3 were selected for structural analysis. Besides, molecular docking, ADME, and Prime MM/GBSA calculations were also performed with plant derived bioactive compounds with AKR1C3 receptors. The results of the study depicted that the rs62621365 and its possible mutation A258C was considered as the most deleterious nsSNP and plant compounds such as Ginkgetin and Withaferin A shows best binding affinity with both wild type and mutant from of AKR1C3. Conclusion: The overall results depicted that nsSNPs may be considered for risk assessment against prostate cancer and for cure, the suggested plant derived bioactive compounds may act as potent inhibitors. (C) 2021 The Author(s). Published by Elsevier B.V. on behalf of King Saud University.
引用
收藏
页数:10
相关论文
共 44 条
[1]  
Adzhubei Ivan, 2013, Curr Protoc Hum Genet, VChapter 7, DOI 10.1002/0471142905.hg0720s76
[2]   ConSurf 2016: an improved methodology to estimate and visualize evolutionary conservation in macromolecules [J].
Ashkenazy, Haim ;
Abadi, Shiran ;
Martz, Eric ;
Chay, Ofer ;
Mayrose, Itay ;
Pupko, Tal ;
Ben-Tal, Nir .
NUCLEIC ACIDS RESEARCH, 2016, 44 (W1) :W344-W350
[3]   ConSurf 2010: calculating evolutionary conservation in sequence and structure of proteins and nucleic acids [J].
Ashkenazy, Haim ;
Erez, Elana ;
Martz, Eric ;
Pupko, Tal ;
Ben-Tal, Nir .
NUCLEIC ACIDS RESEARCH, 2010, 38 :W529-W533
[4]  
Banerjee PP, 2018, AM J CLIN EXP UROL, V6, P62
[5]   I-Mutant2.0: predicting stability changes upon mutation from the protein sequence or structure [J].
Capriotti, E ;
Fariselli, P ;
Casadio, R .
NUCLEIC ACIDS RESEARCH, 2005, 33 :W306-W310
[6]   PhD-SNPg: a webserver and lightweight tool for scoring single nucleotide variants [J].
Capriotti, Emidio ;
Fariselli, Piero .
NUCLEIC ACIDS RESEARCH, 2017, 45 (W1) :W247-W252
[7]   Regulation of aldo-keto reductases in human diseases [J].
Chen, Wei-Dong ;
Zhang, Yanqiao .
FRONTIERS IN PHARMACOLOGY, 2012, 3
[8]   Combining in silico and in vitro approaches to identification of potent inhibitor against phospholipase A2 (PLA2) [J].
Chinnasamy, Sathishkumar ;
Selvaraj, Gurudeeban ;
Selvaraj, Chandrabose ;
Kaushik, Aman Chandra ;
Kaliamurthi, Satyavani ;
Khan, Abbas ;
Singh, Sanjeev Kumar ;
Wei, Dong-Qing .
INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES, 2020, 144 :53-66
[9]   PROVEAN web server: a tool to predict the functional effect of amino acid substitutions and indels [J].
Choi, Yongwook ;
Chan, Agnes P. .
BIOINFORMATICS, 2015, 31 (16) :2745-2747
[10]   Understanding the biological role of PqqB in Pseudomonas stutzeri using molecular dynamics simulation approach [J].
Choudhary, Prassan ;
Bhowmik, Arpan ;
Chakdar, Hillol ;
Khan, Mohammad Aqueel ;
Selvaraj, Chandrabose ;
Singh, Sanjeev Kumar ;
Murugan, Kumar ;
Kumar, Sunil ;
Saxena, Anil Kumar .
JOURNAL OF BIOMOLECULAR STRUCTURE & DYNAMICS, 2022, 40 (09) :4237-4249