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Network spectra for drug-target identification in complex diseases: new guns against old foes

The fundamental understanding of altered complex molecular interactions in a diseased condition is the key to its cure. The overall functioning of these molecules is kind of jugglers play in the cell orchestra and to anticipate these relationships among the molecules is one of the greatest challenge...

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Detalles Bibliográficos
Autores principales: Rai, Aparna, Shinde, Pramod, Jalan, Sarika
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6297166/
https://www.ncbi.nlm.nih.gov/pubmed/30596144
http://dx.doi.org/10.1007/s41109-018-0107-y
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author Rai, Aparna
Shinde, Pramod
Jalan, Sarika
author_facet Rai, Aparna
Shinde, Pramod
Jalan, Sarika
author_sort Rai, Aparna
collection PubMed
description The fundamental understanding of altered complex molecular interactions in a diseased condition is the key to its cure. The overall functioning of these molecules is kind of jugglers play in the cell orchestra and to anticipate these relationships among the molecules is one of the greatest challenges in modern biology and medicine. Network science turned out to be providing a successful and simple platform to understand complex interactions among healthy and diseased tissues. Furthermore, much information about the structure and dynamics of a network is concealed in the eigenvalues of its adjacency matrix. In this review, we illustrate rapid advancements in the field of network science in combination with spectral graph theory that enables us to uncover the complexities of various diseases. Interpretations laid by network science approach have solicited insights into molecular relationships and have reported novel drug targets and biomarkers in various complex diseases.
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spelling pubmed-62971662018-12-28 Network spectra for drug-target identification in complex diseases: new guns against old foes Rai, Aparna Shinde, Pramod Jalan, Sarika Appl Netw Sci Review The fundamental understanding of altered complex molecular interactions in a diseased condition is the key to its cure. The overall functioning of these molecules is kind of jugglers play in the cell orchestra and to anticipate these relationships among the molecules is one of the greatest challenges in modern biology and medicine. Network science turned out to be providing a successful and simple platform to understand complex interactions among healthy and diseased tissues. Furthermore, much information about the structure and dynamics of a network is concealed in the eigenvalues of its adjacency matrix. In this review, we illustrate rapid advancements in the field of network science in combination with spectral graph theory that enables us to uncover the complexities of various diseases. Interpretations laid by network science approach have solicited insights into molecular relationships and have reported novel drug targets and biomarkers in various complex diseases. Springer International Publishing 2018-12-17 2018 /pmc/articles/PMC6297166/ /pubmed/30596144 http://dx.doi.org/10.1007/s41109-018-0107-y Text en © The Author(s) 2018 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Review
Rai, Aparna
Shinde, Pramod
Jalan, Sarika
Network spectra for drug-target identification in complex diseases: new guns against old foes
title Network spectra for drug-target identification in complex diseases: new guns against old foes
title_full Network spectra for drug-target identification in complex diseases: new guns against old foes
title_fullStr Network spectra for drug-target identification in complex diseases: new guns against old foes
title_full_unstemmed Network spectra for drug-target identification in complex diseases: new guns against old foes
title_short Network spectra for drug-target identification in complex diseases: new guns against old foes
title_sort network spectra for drug-target identification in complex diseases: new guns against old foes
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6297166/
https://www.ncbi.nlm.nih.gov/pubmed/30596144
http://dx.doi.org/10.1007/s41109-018-0107-y
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