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Defining clinical outcome pathways

delete2022-06-01
delete7
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OA
AI
D
Daniel Korn
A
Andrew Thieme
V
Vinícius M. Alves
M
Michael Yeakey
J
Joyce Villa Verde Bastos Borba
S
Stephen J. Capuzzi
K
Karamarie Fecho
C
Chris Bizon
S
Stephen W. Edwards
R
Rada Chirkova
C
Christine M. Colvis
S
Southall, Noel
C
Christopher P. Austin
E
Eugene Muratov
A
Alexander Tropsha *
DOI:10.1016/j.drudis.2022.02.008delete
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摘要

摘要

En 中文
Here, we propose a broad concept of 'Clinical Outcome Pathways' (COPs), which are defined as a series of key molecular and cellular events that underlie therapeutic effects of drug molecules. We formalize COPs as a chain of the following events: molecular initiating event (MIE) intermediate event(s) clinical outcome. We illustrate the concept with COP examples both for primary and alternative (i.e., drug repurposing) therapeutic applications. We also describe the elucidation of COPs for several drugs of interest using the publicly accessible Reasoning Over Biomedical Objects linked in Knowledge Oriented Pathways (ROBOKOP) biomedical knowledge graph-mining tool. We propose that broader use of COP uncovered with the help of biomedical knowledge graph mining will likely accelerate drug discovery and repurposing efforts.
Keyword:
Clinical outcome pathways
Key molecular events
Drug repurposing
Knowledge graphs
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期刊

Drug Discovery Today 封面图
Drug Discovery Today
IF:
7.5
论文数:
6.4K
被引数:
2.3W

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university of north carolina
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U
University of North Carolina School of Medicine
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被引数: 20
U
University of North Carolina Chapel Hill
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3.9W
论文数: 3.1W
被引数: 46
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