Cargando…

A Web Tool for Consensus Gene Regulatory Network Construction

Gene regulatory network (GRN) construction involves various steps of complex computational steps. This step-by-step procedure requires prior knowledge of programming languages such as R. Development of a web tool may reduce this complexity in the analysis steps which can be easy accessible for the u...

Descripción completa

Detalles Bibliográficos
Autores principales: Sarkar, Chiranjib, Parsad, Rajender, Mishra, Dwijesh C., Rai, Anil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8652126/
https://www.ncbi.nlm.nih.gov/pubmed/34899837
http://dx.doi.org/10.3389/fgene.2021.745827
_version_ 1784611526328451072
author Sarkar, Chiranjib
Parsad, Rajender
Mishra, Dwijesh C.
Rai, Anil
author_facet Sarkar, Chiranjib
Parsad, Rajender
Mishra, Dwijesh C.
Rai, Anil
author_sort Sarkar, Chiranjib
collection PubMed
description Gene regulatory network (GRN) construction involves various steps of complex computational steps. This step-by-step procedure requires prior knowledge of programming languages such as R. Development of a web tool may reduce this complexity in the analysis steps which can be easy accessible for the user. In this study, a web tool for constructing consensus GRN by combining the outcomes obtained from four methods, namely, correlation, principal component regression, partial least square, and ridge regression, has been developed. We have designed the web tool with an interactive and user-friendly web page using the php programming language. We have used R script for the analysis steps which run in the background of the user interface. Users can upload gene expression data for constructing consensus GRN. The output obtained from analysis will be available in downloadable form in the result window of the web tool.
format Online
Article
Text
id pubmed-8652126
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-86521262021-12-09 A Web Tool for Consensus Gene Regulatory Network Construction Sarkar, Chiranjib Parsad, Rajender Mishra, Dwijesh C. Rai, Anil Front Genet Genetics Gene regulatory network (GRN) construction involves various steps of complex computational steps. This step-by-step procedure requires prior knowledge of programming languages such as R. Development of a web tool may reduce this complexity in the analysis steps which can be easy accessible for the user. In this study, a web tool for constructing consensus GRN by combining the outcomes obtained from four methods, namely, correlation, principal component regression, partial least square, and ridge regression, has been developed. We have designed the web tool with an interactive and user-friendly web page using the php programming language. We have used R script for the analysis steps which run in the background of the user interface. Users can upload gene expression data for constructing consensus GRN. The output obtained from analysis will be available in downloadable form in the result window of the web tool. Frontiers Media S.A. 2021-11-24 /pmc/articles/PMC8652126/ /pubmed/34899837 http://dx.doi.org/10.3389/fgene.2021.745827 Text en Copyright © 2021 Sarkar, Parsad, Mishra and Rai. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
Sarkar, Chiranjib
Parsad, Rajender
Mishra, Dwijesh C.
Rai, Anil
A Web Tool for Consensus Gene Regulatory Network Construction
title A Web Tool for Consensus Gene Regulatory Network Construction
title_full A Web Tool for Consensus Gene Regulatory Network Construction
title_fullStr A Web Tool for Consensus Gene Regulatory Network Construction
title_full_unstemmed A Web Tool for Consensus Gene Regulatory Network Construction
title_short A Web Tool for Consensus Gene Regulatory Network Construction
title_sort web tool for consensus gene regulatory network construction
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8652126/
https://www.ncbi.nlm.nih.gov/pubmed/34899837
http://dx.doi.org/10.3389/fgene.2021.745827
work_keys_str_mv AT sarkarchiranjib awebtoolforconsensusgeneregulatorynetworkconstruction
AT parsadrajender awebtoolforconsensusgeneregulatorynetworkconstruction
AT mishradwijeshc awebtoolforconsensusgeneregulatorynetworkconstruction
AT raianil awebtoolforconsensusgeneregulatorynetworkconstruction
AT sarkarchiranjib webtoolforconsensusgeneregulatorynetworkconstruction
AT parsadrajender webtoolforconsensusgeneregulatorynetworkconstruction
AT mishradwijeshc webtoolforconsensusgeneregulatorynetworkconstruction
AT raianil webtoolforconsensusgeneregulatorynetworkconstruction