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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Main Authors: Elizabeth J Brant, Edward A Rietman, Giannoula Lakka Klement, Marco Cavaglia, Jack A Tuszynski
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0226883
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spelling doaj-0274190597874c13857de6bb4f6c18322021-03-03T21:33:03ZengPublic Library of Science (PLoS)PLoS ONE1932-62032020-01-01153e022688310.1371/journal.pone.0226883Personalized therapy design for systemic lupus erythematosus based on the analysis of protein-protein interaction networks.Elizabeth J BrantEdward A RietmanGiannoula Lakka KlementMarco CavagliaJack A TuszynskiWe 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.https://doi.org/10.1371/journal.pone.0226883
collection DOAJ
language English
format Article
sources DOAJ
author Elizabeth J Brant
Edward A Rietman
Giannoula Lakka Klement
Marco Cavaglia
Jack A Tuszynski
spellingShingle Elizabeth J Brant
Edward A Rietman
Giannoula Lakka Klement
Marco Cavaglia
Jack A Tuszynski
Personalized therapy design for systemic lupus erythematosus based on the analysis of protein-protein interaction networks.
PLoS ONE
author_facet Elizabeth J Brant
Edward A Rietman
Giannoula Lakka Klement
Marco Cavaglia
Jack A Tuszynski
author_sort Elizabeth J Brant
title 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_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_sort personalized therapy design for systemic lupus erythematosus based on the analysis of protein-protein interaction networks.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2020-01-01
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.
url https://doi.org/10.1371/journal.pone.0226883
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