| abstract |
Systems and methods for targeted therapy based on single-cell stimulus perturbation response. In one embodiment, a method for optimizing stimulus combinations for therapy includes receiving a cell sample, treating the cell sample with a plurality of stimuli by treating a different portion of the cell sample with one of the plurality of stimuli for each of the plurality of stimuli, labeling the cell sample with a plurality of metal-conjugated probes, analyzing the cell sample using a mass spectrometer, obtaining mass spectrometry data from the mass spectrometer, identifying subpopulations within the cell sample using the mass spectrometry data, computing stimulus effects, generating a nested-effects model using the mass spectrometry data, and scoring stimuli combinations using the computing device, wherein the stimulus combinations are combinations made from the plurality of stimuli. |