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A key advantage of these nonparametric approaches is their ability to learn from multiple experimental perturbations.
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There are commonly multiple experimental sets describing the same perturbation or mapping to the same regulatory mechanism.
The integrated model of the circadian clock circuit and ABA-regulated environmental sensing allowed us to explain multiple experimental observations on the timing and stomatal responses to genetic and environmental perturbations.
Multiple experimental medicines are in the development pipeline.
Experimental perturbations involving histidine biosynthesis provided a context for the challenge.
Both methods rest on the biological assumption that all transcript level distributions are conserved in spite of any experimental perturbations.
This notion is supported by experimental perturbations.
Single parameter perturbations can be used to identify critical parameters, and such perturbations are particularly valuable when compared to similar experimental perturbations.
Introducing data from several different experimental perturbations significantly increases the accuracy.
C) Is PC VII somehow more susceptible to our experimental perturbations?
Many genes demonstrate "isoform switching" under physiological or experimental perturbations (Trapnell et al., 2013).
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