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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Nature Portfolio
2019
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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) |
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Science Q |
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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 |
_version_ |
1718380591645196288 |