Aminoacyl tRNA synthetases as malarial drug targets: a comparative bioinformatics study

Abstract Background Treatment of parasitic diseases has been challenging due to evolution of drug resistant parasites, and thus there is need to identify new class of drugs and drug targets. Protein translation is important for survival of malarial parasite, Plasmodium, and the pathway is present in...

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Published in:Malaria Journal
Main Authors: Dorothy Wavinya Nyamai, Özlem Tastan Bishop
Format: Article in Journal/Newspaper
Language:English
Published: BMC 2019
Subjects:
Online Access:https://doi.org/10.1186/s12936-019-2665-6
https://doaj.org/article/942fdcd7d98c4f42b50daf61ff481e52
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spelling ftdoajarticles:oai:doaj.org/article:942fdcd7d98c4f42b50daf61ff481e52 2023-05-15T15:14:53+02:00 Aminoacyl tRNA synthetases as malarial drug targets: a comparative bioinformatics study Dorothy Wavinya Nyamai Özlem Tastan Bishop 2019-02-01T00:00:00Z https://doi.org/10.1186/s12936-019-2665-6 https://doaj.org/article/942fdcd7d98c4f42b50daf61ff481e52 EN eng BMC http://link.springer.com/article/10.1186/s12936-019-2665-6 https://doaj.org/toc/1475-2875 doi:10.1186/s12936-019-2665-6 1475-2875 https://doaj.org/article/942fdcd7d98c4f42b50daf61ff481e52 Malaria Journal, Vol 18, Iss 1, Pp 1-27 (2019) Aminoacyl tRNA synthetases Motif analysis Phylogenetic tree calculations Homology modelling Allosteric site Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 article 2019 ftdoajarticles https://doi.org/10.1186/s12936-019-2665-6 2022-12-31T08:44:41Z Abstract Background Treatment of parasitic diseases has been challenging due to evolution of drug resistant parasites, and thus there is need to identify new class of drugs and drug targets. Protein translation is important for survival of malarial parasite, Plasmodium, and the pathway is present in all of its life cycle stages. Aminoacyl tRNA synthetases are primary enzymes in protein translation as they catalyse amino acid addition to the cognate tRNA. This study sought to understand differences between Plasmodium and human aminoacyl tRNA synthetases through bioinformatics analysis. Methods Plasmodium berghei, Plasmodium falciparum, Plasmodium fragile, Plasmodium knowlesi, Plasmodium malariae, Plasmodium ovale, Plasmodium vivax, Plasmodium yoelii and human aminoacyl tRNA synthetase sequences were retrieved from UniProt database and grouped into 20 families based on amino acid specificity. These families were further divided into two classes. Both families and classes were analysed. Motif discovery was carried out using the MEME software, sequence identity calculation was done using an in-house Python script, multiple sequence alignments were performed using PROMALS3D and TCOFFEE tools, and phylogenetic tree calculations were performed using MEGA vs 7.0 tool. Possible alternative binding sites were predicted using FTMap webserver and SiteMap tool. Results Motif discovery revealed Plasmodium-specific motifs while phylogenetic tree calculations showed that Plasmodium proteins have different evolutionary history to the human homologues. Human aaRSs sequences showed low sequence identity (below 40%) compared to Plasmodium sequences. Prediction of alternative binding sites revealed potential druggable sites in PfArgRS, PfMetRS and PfProRS at regions that are weakly conserved when compared to the human homologues. Multiple sequence analysis, motif discovery, pairwise sequence identity calculations and phylogenetic tree analysis showed significant differences between parasite and human aaRSs proteins despite ... Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Malaria Journal 18 1
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Aminoacyl tRNA synthetases
Motif analysis
Phylogenetic tree calculations
Homology modelling
Allosteric site
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
spellingShingle Aminoacyl tRNA synthetases
Motif analysis
Phylogenetic tree calculations
Homology modelling
Allosteric site
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
Dorothy Wavinya Nyamai
Özlem Tastan Bishop
Aminoacyl tRNA synthetases as malarial drug targets: a comparative bioinformatics study
topic_facet Aminoacyl tRNA synthetases
Motif analysis
Phylogenetic tree calculations
Homology modelling
Allosteric site
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
description Abstract Background Treatment of parasitic diseases has been challenging due to evolution of drug resistant parasites, and thus there is need to identify new class of drugs and drug targets. Protein translation is important for survival of malarial parasite, Plasmodium, and the pathway is present in all of its life cycle stages. Aminoacyl tRNA synthetases are primary enzymes in protein translation as they catalyse amino acid addition to the cognate tRNA. This study sought to understand differences between Plasmodium and human aminoacyl tRNA synthetases through bioinformatics analysis. Methods Plasmodium berghei, Plasmodium falciparum, Plasmodium fragile, Plasmodium knowlesi, Plasmodium malariae, Plasmodium ovale, Plasmodium vivax, Plasmodium yoelii and human aminoacyl tRNA synthetase sequences were retrieved from UniProt database and grouped into 20 families based on amino acid specificity. These families were further divided into two classes. Both families and classes were analysed. Motif discovery was carried out using the MEME software, sequence identity calculation was done using an in-house Python script, multiple sequence alignments were performed using PROMALS3D and TCOFFEE tools, and phylogenetic tree calculations were performed using MEGA vs 7.0 tool. Possible alternative binding sites were predicted using FTMap webserver and SiteMap tool. Results Motif discovery revealed Plasmodium-specific motifs while phylogenetic tree calculations showed that Plasmodium proteins have different evolutionary history to the human homologues. Human aaRSs sequences showed low sequence identity (below 40%) compared to Plasmodium sequences. Prediction of alternative binding sites revealed potential druggable sites in PfArgRS, PfMetRS and PfProRS at regions that are weakly conserved when compared to the human homologues. Multiple sequence analysis, motif discovery, pairwise sequence identity calculations and phylogenetic tree analysis showed significant differences between parasite and human aaRSs proteins despite ...
format Article in Journal/Newspaper
author Dorothy Wavinya Nyamai
Özlem Tastan Bishop
author_facet Dorothy Wavinya Nyamai
Özlem Tastan Bishop
author_sort Dorothy Wavinya Nyamai
title Aminoacyl tRNA synthetases as malarial drug targets: a comparative bioinformatics study
title_short Aminoacyl tRNA synthetases as malarial drug targets: a comparative bioinformatics study
title_full Aminoacyl tRNA synthetases as malarial drug targets: a comparative bioinformatics study
title_fullStr Aminoacyl tRNA synthetases as malarial drug targets: a comparative bioinformatics study
title_full_unstemmed Aminoacyl tRNA synthetases as malarial drug targets: a comparative bioinformatics study
title_sort aminoacyl trna synthetases as malarial drug targets: a comparative bioinformatics study
publisher BMC
publishDate 2019
url https://doi.org/10.1186/s12936-019-2665-6
https://doaj.org/article/942fdcd7d98c4f42b50daf61ff481e52
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source Malaria Journal, Vol 18, Iss 1, Pp 1-27 (2019)
op_relation http://link.springer.com/article/10.1186/s12936-019-2665-6
https://doaj.org/toc/1475-2875
doi:10.1186/s12936-019-2665-6
1475-2875
https://doaj.org/article/942fdcd7d98c4f42b50daf61ff481e52
op_doi https://doi.org/10.1186/s12936-019-2665-6
container_title Malaria Journal
container_volume 18
container_issue 1
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