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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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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 |
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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 |
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