Network-based prediction of drug combinations

Combination therapy holds great promise, but discovery remains challenging. Here, the authors propose a method to identify efficacious drug combinations for specific diseases, and find that successful combinations tend to target separate neighbourhoods of the disease module in the human interactome.

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Autores principales: Feixiong Cheng, István A. Kovács, Albert-László Barabási
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2019
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Acceso en línea:https://doaj.org/article/fa2350977aa946a497b6fc542fe19dad
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spelling oai:doaj.org-article:fa2350977aa946a497b6fc542fe19dad2021-12-02T17:31:36ZNetwork-based prediction of drug combinations10.1038/s41467-019-09186-x2041-1723https://doaj.org/article/fa2350977aa946a497b6fc542fe19dad2019-03-01T00:00:00Zhttps://doi.org/10.1038/s41467-019-09186-xhttps://doaj.org/toc/2041-1723Combination therapy holds great promise, but discovery remains challenging. Here, the authors propose a method to identify efficacious drug combinations for specific diseases, and find that successful combinations tend to target separate neighbourhoods of the disease module in the human interactome.Feixiong ChengIstván A. KovácsAlbert-László BarabásiNature PortfolioarticleScienceQENNature Communications, Vol 10, Iss 1, Pp 1-11 (2019)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
Feixiong Cheng
István A. Kovács
Albert-László Barabási
Network-based prediction of drug combinations
description Combination therapy holds great promise, but discovery remains challenging. Here, the authors propose a method to identify efficacious drug combinations for specific diseases, and find that successful combinations tend to target separate neighbourhoods of the disease module in the human interactome.
format article
author Feixiong Cheng
István A. Kovács
Albert-László Barabási
author_facet Feixiong Cheng
István A. Kovács
Albert-László Barabási
author_sort Feixiong Cheng
title Network-based prediction of drug combinations
title_short Network-based prediction of drug combinations
title_full Network-based prediction of drug combinations
title_fullStr Network-based prediction of drug combinations
title_full_unstemmed Network-based prediction of drug combinations
title_sort network-based prediction of drug combinations
publisher Nature Portfolio
publishDate 2019
url https://doaj.org/article/fa2350977aa946a497b6fc542fe19dad
work_keys_str_mv AT feixiongcheng networkbasedpredictionofdrugcombinations
AT istvanakovacs networkbasedpredictionofdrugcombinations
AT albertlaszlobarabasi networkbasedpredictionofdrugcombinations
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