Cargando…
Complex Networks in Health and Disease
From protein interactions to signal transduction, from metabolism to the nervous system: Virtually all processes in health and disease rely on the careful orchestration of a large number of diverse individual components ranging from molecules to cells and entire organs. Networks provide a powerful f...
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7263184/ http://dx.doi.org/10.1016/B978-0-12-801238-3.11640-X |
_version_ | 1783540758926589952 |
---|---|
author | Vulliard, Loan Menche, Jörg |
author_facet | Vulliard, Loan Menche, Jörg |
author_sort | Vulliard, Loan |
collection | PubMed |
description | From protein interactions to signal transduction, from metabolism to the nervous system: Virtually all processes in health and disease rely on the careful orchestration of a large number of diverse individual components ranging from molecules to cells and entire organs. Networks provide a powerful framework for describing and understanding these complex systems in a wholistic fashion. They offer a unique combination of a highly intuitive, qualitative description, and a plethora of analytical, quantitative tools. Here we provide a brief introduction to the emerging field of network medicine. After an overview of the core concepts for connecting network characteristics to biological functions, we review commonly used networks, ranging from the molecular interaction networks that form the basis of all biological processes in the cell to the global transportation networks that govern the spread of global epidemics. Lastly, we highlight current conceptual and practical challenges. |
format | Online Article Text |
id | pubmed-7263184 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
record_format | MEDLINE/PubMed |
spelling | pubmed-72631842020-06-02 Complex Networks in Health and Disease Vulliard, Loan Menche, Jörg Systems Medicine Article From protein interactions to signal transduction, from metabolism to the nervous system: Virtually all processes in health and disease rely on the careful orchestration of a large number of diverse individual components ranging from molecules to cells and entire organs. Networks provide a powerful framework for describing and understanding these complex systems in a wholistic fashion. They offer a unique combination of a highly intuitive, qualitative description, and a plethora of analytical, quantitative tools. Here we provide a brief introduction to the emerging field of network medicine. After an overview of the core concepts for connecting network characteristics to biological functions, we review commonly used networks, ranging from the molecular interaction networks that form the basis of all biological processes in the cell to the global transportation networks that govern the spread of global epidemics. Lastly, we highlight current conceptual and practical challenges. 2021 2020-08-28 /pmc/articles/PMC7263184/ http://dx.doi.org/10.1016/B978-0-12-801238-3.11640-X Text en Copyright © 2021 Elsevier Inc. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Vulliard, Loan Menche, Jörg Complex Networks in Health and Disease |
title | Complex Networks in Health and Disease |
title_full | Complex Networks in Health and Disease |
title_fullStr | Complex Networks in Health and Disease |
title_full_unstemmed | Complex Networks in Health and Disease |
title_short | Complex Networks in Health and Disease |
title_sort | complex networks in health and disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7263184/ http://dx.doi.org/10.1016/B978-0-12-801238-3.11640-X |
work_keys_str_mv | AT vulliardloan complexnetworksinhealthanddisease AT menchejorg complexnetworksinhealthanddisease |