Back to Search
Start Over
Emerging Approaches for the Identification of Protein Targets of Small Molecules - A Practitioners' Perspective
- Source :
- Journal of medicinal chemistry. 61(19)
- Publication Year :
- 2018
-
Abstract
- Small-molecule (SM) leads in the early drug discovery pipeline are progressed primarily based on potency against the intended target(s) and selectivity against a very narrow slice of the proteome. So, why is there a tendency to wait until SMs are matured before probing for a deeper mechanistic understanding? For one, there is a concern about the interpretation of complex -omic data outputs and the resources needed to test these hypotheses. However, with recent advances in broad endpoint profiling assays that have companion reference databases and refined technology integration strategies, we argue that data complexity can translate into meaningful decision-making. This same strategy can also prioritize phenotypic screening hits to increase the likelihood of accessing unprecedented target space. In this Perspective. we will highlight a cohesive process that supports SM hit prosecution, providing a data-driven rationale and a suite of methods for direct identification of SM targets driving relevant biological end points.
- Subjects :
- 0301 basic medicine
Proteome
010405 organic chemistry
Drug discovery
Chemistry
Phenotypic screening
Data complexity
01 natural sciences
Data science
0104 chemical sciences
High-Throughput Screening Assays
Small Molecule Libraries
03 medical and health sciences
030104 developmental biology
Drug Discovery
Technology integration
Molecular Medicine
Profiling (information science)
Animals
Humans
Subjects
Details
- ISSN :
- 15204804
- Volume :
- 61
- Issue :
- 19
- Database :
- OpenAIRE
- Journal :
- Journal of medicinal chemistry
- Accession number :
- edsair.doi.dedup.....e06e95a11af903ab2b7c9298d3b10b1c