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Second, baseline gene expression data were obtained for each cell line before treatment.
The baseline gene expression data was from a previous publication [ 16] and the data are available online at http://discover.nci.nih.gov/.
These data were analyzed against baseline gene expression data to identify genes associated with PD 0332991 response.
The baseline gene expression data for the tumor cell lines were derived from a previous study [ 16].
Our studies with experimental data identified molecular predictors of cell cycle data from baseline gene expression data.
Experimental data consist of baseline gene expression data for a panel of breast cancer cell lines, which are associated with cell-cycle inhibitor data.
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All 312 patients had baseline gene expression profile data.
Variation in gene expression observed between genetically identical mice can identify functional classes of genes that are likely to vary in the absence of experimental perturbations, can inform experimental design decisions, and provides a baseline for the interpretation of gene expression data in interventional studies.
To populate a dataset of baseline gene expression, voluntary contributions of microarray data from the control arms of toxicogenomics studies of liver and kidney were requested from HESI member institutions.
In our case, only gene expression data at baseline were available [ 36].
To establish a baseline evaluation of the performance of gene expression data alone using GENN for model development, we found the best balanced accuracy value from the testing cross-validation set for each of the models with gene expression alone was 69.57%.
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