Cargando…
Modeling of human M1 aminopeptidases for in silico screening of potential Plasmodium falciparum alanine aminopeptidase (PfA-M1) specific inhibitors
Plasmodium falciparum alanine M1-aminopeptidase (PfA-M1) is a validated target for anti-malarial drug development. Presence of significant similarity between PfA-M1 and human M1-aminopeptidases, particularly within regions of enzyme active site leads to problem of non-specificity and off-target bind...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Biomedical Informatics
2014
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4166772/ https://www.ncbi.nlm.nih.gov/pubmed/25258488 http://dx.doi.org/10.6026/97320630010518 |
_version_ | 1782335304656486400 |
---|---|
author | Sahi, Shakti Rai, Sneha Chaudhary, Meenakshi Nain, Vikrant |
author_facet | Sahi, Shakti Rai, Sneha Chaudhary, Meenakshi Nain, Vikrant |
author_sort | Sahi, Shakti |
collection | PubMed |
description | Plasmodium falciparum alanine M1-aminopeptidase (PfA-M1) is a validated target for anti-malarial drug development. Presence of significant similarity between PfA-M1 and human M1-aminopeptidases, particularly within regions of enzyme active site leads to problem of non-specificity and off-target binding for known aminopeptidase inhibitors. Molecular docking based in silico screening approach for off-target binding has high potential but requires 3D-structure of all human M1-aminopeptidaes. Therefore, in the present study 3D structural models of seven human M1-aminopeptidases were developed. The robustness of docking parameters and quality of predicted human M1-aminopeptidases structural models was evaluated by stereochemical analysis and docking of their respective known inhibitors. The docking scores were in agreement with the inhibitory concentrations elucidated in enzyme assays of respective inhibitor enzyme combinations (r2≈0.70). Further docking analysis of fifteen potential PfA-M1 inhibitors (virtual screening identified) showed that three compounds had less docking affinity for human M1-aminopeptidases as compared to PfA-M1. These three identified potential lead compounds can be validated with enzyme assays and used as a scaffold for designing of new compounds with increased specificity towards PfA-M1. |
format | Online Article Text |
id | pubmed-4166772 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Biomedical Informatics |
record_format | MEDLINE/PubMed |
spelling | pubmed-41667722014-09-25 Modeling of human M1 aminopeptidases for in silico screening of potential Plasmodium falciparum alanine aminopeptidase (PfA-M1) specific inhibitors Sahi, Shakti Rai, Sneha Chaudhary, Meenakshi Nain, Vikrant Bioinformation Hypothesis Plasmodium falciparum alanine M1-aminopeptidase (PfA-M1) is a validated target for anti-malarial drug development. Presence of significant similarity between PfA-M1 and human M1-aminopeptidases, particularly within regions of enzyme active site leads to problem of non-specificity and off-target binding for known aminopeptidase inhibitors. Molecular docking based in silico screening approach for off-target binding has high potential but requires 3D-structure of all human M1-aminopeptidaes. Therefore, in the present study 3D structural models of seven human M1-aminopeptidases were developed. The robustness of docking parameters and quality of predicted human M1-aminopeptidases structural models was evaluated by stereochemical analysis and docking of their respective known inhibitors. The docking scores were in agreement with the inhibitory concentrations elucidated in enzyme assays of respective inhibitor enzyme combinations (r2≈0.70). Further docking analysis of fifteen potential PfA-M1 inhibitors (virtual screening identified) showed that three compounds had less docking affinity for human M1-aminopeptidases as compared to PfA-M1. These three identified potential lead compounds can be validated with enzyme assays and used as a scaffold for designing of new compounds with increased specificity towards PfA-M1. Biomedical Informatics 2014-08-30 /pmc/articles/PMC4166772/ /pubmed/25258488 http://dx.doi.org/10.6026/97320630010518 Text en © 2014 Biomedical Informatics This is an open-access article, which permits unrestricted use, distribution, and reproduction in any medium, for non-commercial purposes, provided the original author and source are credited. |
spellingShingle | Hypothesis Sahi, Shakti Rai, Sneha Chaudhary, Meenakshi Nain, Vikrant Modeling of human M1 aminopeptidases for in silico screening of potential Plasmodium falciparum alanine aminopeptidase (PfA-M1) specific inhibitors |
title | Modeling of human M1 aminopeptidases for in silico screening of potential Plasmodium falciparum alanine aminopeptidase (PfA-M1) specific inhibitors |
title_full | Modeling of human M1 aminopeptidases for in silico screening of potential Plasmodium falciparum alanine aminopeptidase (PfA-M1) specific inhibitors |
title_fullStr | Modeling of human M1 aminopeptidases for in silico screening of potential Plasmodium falciparum alanine aminopeptidase (PfA-M1) specific inhibitors |
title_full_unstemmed | Modeling of human M1 aminopeptidases for in silico screening of potential Plasmodium falciparum alanine aminopeptidase (PfA-M1) specific inhibitors |
title_short | Modeling of human M1 aminopeptidases for in silico screening of potential Plasmodium falciparum alanine aminopeptidase (PfA-M1) specific inhibitors |
title_sort | modeling of human m1 aminopeptidases for in silico screening of potential plasmodium falciparum alanine aminopeptidase (pfa-m1) specific inhibitors |
topic | Hypothesis |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4166772/ https://www.ncbi.nlm.nih.gov/pubmed/25258488 http://dx.doi.org/10.6026/97320630010518 |
work_keys_str_mv | AT sahishakti modelingofhumanm1aminopeptidasesforinsilicoscreeningofpotentialplasmodiumfalciparumalanineaminopeptidasepfam1specificinhibitors AT raisneha modelingofhumanm1aminopeptidasesforinsilicoscreeningofpotentialplasmodiumfalciparumalanineaminopeptidasepfam1specificinhibitors AT chaudharymeenakshi modelingofhumanm1aminopeptidasesforinsilicoscreeningofpotentialplasmodiumfalciparumalanineaminopeptidasepfam1specificinhibitors AT nainvikrant modelingofhumanm1aminopeptidasesforinsilicoscreeningofpotentialplasmodiumfalciparumalanineaminopeptidasepfam1specificinhibitors |