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Personalized therapy design for systemic lupus erythematosus based on the analysis of protein-protein interaction networks

We analyzed protein expression data for Lupus patients, which have been obtained from publicly available databases. A combination of systems biology and statistical thermodynamics approaches was used to extract topological properties of the associated protein-protein interaction networks for each of...

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Autores principales: Brant, Elizabeth J., Rietman, Edward A., Klement, Giannoula Lakka, Cavaglia, Marco, Tuszynski, Jack A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7081981/
https://www.ncbi.nlm.nih.gov/pubmed/32191711
http://dx.doi.org/10.1371/journal.pone.0226883
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author Brant, Elizabeth J.
Rietman, Edward A.
Klement, Giannoula Lakka
Cavaglia, Marco
Tuszynski, Jack A.
author_facet Brant, Elizabeth J.
Rietman, Edward A.
Klement, Giannoula Lakka
Cavaglia, Marco
Tuszynski, Jack A.
author_sort Brant, Elizabeth J.
collection PubMed
description We analyzed protein expression data for Lupus patients, which have been obtained from publicly available databases. A combination of systems biology and statistical thermodynamics approaches was used to extract topological properties of the associated protein-protein interaction networks for each of the 291 patients whose samples were used to provide the molecular data. We have concluded that among the many proteins that appear to play critical roles in this pathology, most of them are either ribosomal proteins, ubiquitination pathway proteins or heat shock proteins. We propose some of the proteins identified in this study to be considered for drug targeting.
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spelling pubmed-70819812020-03-24 Personalized therapy design for systemic lupus erythematosus based on the analysis of protein-protein interaction networks Brant, Elizabeth J. Rietman, Edward A. Klement, Giannoula Lakka Cavaglia, Marco Tuszynski, Jack A. PLoS One Research Article We analyzed protein expression data for Lupus patients, which have been obtained from publicly available databases. A combination of systems biology and statistical thermodynamics approaches was used to extract topological properties of the associated protein-protein interaction networks for each of the 291 patients whose samples were used to provide the molecular data. We have concluded that among the many proteins that appear to play critical roles in this pathology, most of them are either ribosomal proteins, ubiquitination pathway proteins or heat shock proteins. We propose some of the proteins identified in this study to be considered for drug targeting. Public Library of Science 2020-03-19 /pmc/articles/PMC7081981/ /pubmed/32191711 http://dx.doi.org/10.1371/journal.pone.0226883 Text en © 2020 Brant et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Brant, Elizabeth J.
Rietman, Edward A.
Klement, Giannoula Lakka
Cavaglia, Marco
Tuszynski, Jack A.
Personalized therapy design for systemic lupus erythematosus based on the analysis of protein-protein interaction networks
title Personalized therapy design for systemic lupus erythematosus based on the analysis of protein-protein interaction networks
title_full Personalized therapy design for systemic lupus erythematosus based on the analysis of protein-protein interaction networks
title_fullStr Personalized therapy design for systemic lupus erythematosus based on the analysis of protein-protein interaction networks
title_full_unstemmed Personalized therapy design for systemic lupus erythematosus based on the analysis of protein-protein interaction networks
title_short Personalized therapy design for systemic lupus erythematosus based on the analysis of protein-protein interaction networks
title_sort personalized therapy design for systemic lupus erythematosus based on the analysis of protein-protein interaction networks
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7081981/
https://www.ncbi.nlm.nih.gov/pubmed/32191711
http://dx.doi.org/10.1371/journal.pone.0226883
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