Cargando…

Investigation of hub genes and their nonsynonymous single nucleotide polymorphism analysis in Plasmodium falciparum for designing therapeutic methodologies using next-generation sequencing approach

BACKGROUND: Incidences of resistance to current drugs by Plasmodium is increasing, hence, it is necessary to investigate and explore new drug targets to combat malarial disease. OBJECTIVE: Analysis of the transcriptome sequence information to characterize hub genes and their nonsynonymous single nuc...

Descripción completa

Detalles Bibliográficos
Autores principales: Singh, Sanjay Kumar, Reddy, Sudhakara M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer - Medknow 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6984025/
https://www.ncbi.nlm.nih.gov/pubmed/32029961
http://dx.doi.org/10.4103/ijp.IJP_535_19
_version_ 1783491594496770048
author Singh, Sanjay Kumar
Reddy, Sudhakara M.
author_facet Singh, Sanjay Kumar
Reddy, Sudhakara M.
author_sort Singh, Sanjay Kumar
collection PubMed
description BACKGROUND: Incidences of resistance to current drugs by Plasmodium is increasing, hence, it is necessary to investigate and explore new drug targets to combat malarial disease. OBJECTIVE: Analysis of the transcriptome sequence information to characterize hub genes and their nonsynonymous single nucleotide polymorphisms (nsSNPs) to derive therapeutic objectives for Plasmodium falciparum. MATERIALS AND METHODS: Differentially expressed genes between Ring and other stages of P. falciparum were identified using Cufflinks tool. Using DAVID and KAAS programs, the gene ontology and pathway analysis were performed. The networks of protein-protein interaction (PPI) were developed by Search Tool for the Retrieval of Interacting Genes/Proteins and Cytoscape, and the node degree in the network was calculated by using Network Analyzer, and MCODE plugins of Cytoscape. SIFT, PROVEAN, and PredictSNP programs were used to study the genetic variations, which affect protein functions. RESULTS: A list of 4196 nonredundant genes was used for functional annotation cluster analysis, and 8 significant hub genes have been picked from the PPI network using MCODE plugins of Cytoscape. Various nsSNPs were identified in these 8 hub genes and were investigated both for its native and mutant stage for solvent accessibility and alteration in secondary structure protein residues. CONCLUSION: Hub genes identified in this study serve as potential targets to develop therapy to suppress the pathogenic action of P. falciprum through experimental techniques.
format Online
Article
Text
id pubmed-6984025
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Wolters Kluwer - Medknow
record_format MEDLINE/PubMed
spelling pubmed-69840252020-02-06 Investigation of hub genes and their nonsynonymous single nucleotide polymorphism analysis in Plasmodium falciparum for designing therapeutic methodologies using next-generation sequencing approach Singh, Sanjay Kumar Reddy, Sudhakara M. Indian J Pharmacol Research Article BACKGROUND: Incidences of resistance to current drugs by Plasmodium is increasing, hence, it is necessary to investigate and explore new drug targets to combat malarial disease. OBJECTIVE: Analysis of the transcriptome sequence information to characterize hub genes and their nonsynonymous single nucleotide polymorphisms (nsSNPs) to derive therapeutic objectives for Plasmodium falciparum. MATERIALS AND METHODS: Differentially expressed genes between Ring and other stages of P. falciparum were identified using Cufflinks tool. Using DAVID and KAAS programs, the gene ontology and pathway analysis were performed. The networks of protein-protein interaction (PPI) were developed by Search Tool for the Retrieval of Interacting Genes/Proteins and Cytoscape, and the node degree in the network was calculated by using Network Analyzer, and MCODE plugins of Cytoscape. SIFT, PROVEAN, and PredictSNP programs were used to study the genetic variations, which affect protein functions. RESULTS: A list of 4196 nonredundant genes was used for functional annotation cluster analysis, and 8 significant hub genes have been picked from the PPI network using MCODE plugins of Cytoscape. Various nsSNPs were identified in these 8 hub genes and were investigated both for its native and mutant stage for solvent accessibility and alteration in secondary structure protein residues. CONCLUSION: Hub genes identified in this study serve as potential targets to develop therapy to suppress the pathogenic action of P. falciprum through experimental techniques. Wolters Kluwer - Medknow 2019 2020-01-16 /pmc/articles/PMC6984025/ /pubmed/32029961 http://dx.doi.org/10.4103/ijp.IJP_535_19 Text en Copyright: © 2020 Indian Journal of Pharmacology http://creativecommons.org/licenses/by-nc-sa/4.0 This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms.
spellingShingle Research Article
Singh, Sanjay Kumar
Reddy, Sudhakara M.
Investigation of hub genes and their nonsynonymous single nucleotide polymorphism analysis in Plasmodium falciparum for designing therapeutic methodologies using next-generation sequencing approach
title Investigation of hub genes and their nonsynonymous single nucleotide polymorphism analysis in Plasmodium falciparum for designing therapeutic methodologies using next-generation sequencing approach
title_full Investigation of hub genes and their nonsynonymous single nucleotide polymorphism analysis in Plasmodium falciparum for designing therapeutic methodologies using next-generation sequencing approach
title_fullStr Investigation of hub genes and their nonsynonymous single nucleotide polymorphism analysis in Plasmodium falciparum for designing therapeutic methodologies using next-generation sequencing approach
title_full_unstemmed Investigation of hub genes and their nonsynonymous single nucleotide polymorphism analysis in Plasmodium falciparum for designing therapeutic methodologies using next-generation sequencing approach
title_short Investigation of hub genes and their nonsynonymous single nucleotide polymorphism analysis in Plasmodium falciparum for designing therapeutic methodologies using next-generation sequencing approach
title_sort investigation of hub genes and their nonsynonymous single nucleotide polymorphism analysis in plasmodium falciparum for designing therapeutic methodologies using next-generation sequencing approach
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6984025/
https://www.ncbi.nlm.nih.gov/pubmed/32029961
http://dx.doi.org/10.4103/ijp.IJP_535_19
work_keys_str_mv AT singhsanjaykumar investigationofhubgenesandtheirnonsynonymoussinglenucleotidepolymorphismanalysisinplasmodiumfalciparumfordesigningtherapeuticmethodologiesusingnextgenerationsequencingapproach
AT reddysudhakaram investigationofhubgenesandtheirnonsynonymoussinglenucleotidepolymorphismanalysisinplasmodiumfalciparumfordesigningtherapeuticmethodologiesusingnextgenerationsequencingapproach