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An unbiased metric of antiproliferative drug effect in vitro
- Source :
- Nature methods
- Publication Year :
- 2016
-
Abstract
- In vitro cell proliferation assays are widely used in pharmacology, molecular biology, and drug discovery. Using theoretical modeling and experimentation, we show that current antiproliferative drug effect metrics suffer from time-dependent bias, leading to inaccurate assessments of parameters such as drug potency and efficacy. We propose the drug-induced proliferation (DIP) rate, the slope of the line on a plot of cell population doublings versus time, as an alternative, time-independent metric.<br />Comment: 44 pages: main and supplementary text, 3 main text figures, 9 supplementary figures, 2 supplementary tables, Nature Methods, 2016 (advanced online publication)
- Subjects :
- 0301 basic medicine
Time Factors
Systems biology
Population
Pharmacology
Biology
Quantitative Biology - Quantitative Methods
Biochemistry
Sensitivity and Specificity
Article
Small Molecule Libraries
03 medical and health sciences
Cell Line, Tumor
Cell Behavior (q-bio.CB)
Drug Discovery
Potency
Humans
Computer Simulation
education
Molecular Biology
Quantitative Methods (q-bio.QM)
Cell Proliferation
education.field_of_study
Dose-Response Relationship, Drug
Cell growth
Drug discovery
Cell Biology
Models, Theoretical
Small molecule
In vitro
3. Good health
030104 developmental biology
Microscopy, Fluorescence
FOS: Biological sciences
Metric (mathematics)
Quantitative Biology - Cell Behavior
Biotechnology
Subjects
Details
- Language :
- English
- ISSN :
- 15487105 and 15487091
- Volume :
- 13
- Issue :
- 6
- Database :
- OpenAIRE
- Journal :
- Nature methods
- Accession number :
- edsair.doi.dedup.....60b9a25239de1e4897bd7490b33ddd4d