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. Author manuscript; available in PMC: 2021 Aug 9.
Published in final edited form as: Stat Methods Med Res. 2018 Jul;27(7):1930–1955. doi: 10.1177/0962280217746719

Table 3.

The contents of each folder produced by Steps 2–7 of the Pipeline for Dynamic Gene Expression Data

File name Description
Step 2
raw_data.mat A Matlab file containing the raw unprocessed data (if .cell files are available)
processed_data.mat A Matlab file containing the processed data (if .cell files are available)
Step 3
Matlab_Workspace3.mat A Matlab file containing all the variables that the pipeline has required thus far.
Derivative_Fitted_Curves.csv The first derivative of the estimated smooth trajectories of each gene expression over time.
DRG.csv The probe set ids and the time course genes expression of each of the Dynamic Response Genes.
F_value.csv The F-value for each gene.
Fitted_curves.csv The estimated smooth trajectories of each gene expression over time.
Index_Ftest_DRGs.csv The index of the DRGs ranked by their F-Statistic.
Index_Ftest.csv The index of the probe set ids ranked by their F-Statistic.
Probe_set_ID_Ftest_DRG.csv The probe set ids of the DRGs ranked by their F-Statistic.
Step 4
Matlab_Workspace4.mat A Matlab file containing all the variables that the pipeline has required thus far.
Cluster_IDX.csv The cluster index for each of the DRGs.
Cluster_MT.csv The probe set ids for each of the DRGs and a number indicating which type of module this probe set belongs to SGM (1), SSM (2), MSM (3) and LSM (4).
GRMs.pdf A file containing a plot of the time-course patterns for all the genes in each GRM.
Step 5
Matlab_Workspace5.mat A Matlab file containing all the variables that the pipeline has required thus far.
M1/Chart_report_of_M1.csv The annotation and enrichment analysis which highlights the most relevant terms associated with the genes contained in GRM 1. There is a folder and file for each GRM.
M1/Table_report_of_M1.csv The annotation and enrichment analysis which highlights the most relevant terms associated with the genes contained in GRM 1. There is a folder and file for each GRM.
Step 6
Matlab_Workspace6.mat A Matlab file containing all the variables that the pipeline has required thus far.
Coefficients.xls The estimated regulation effects {β^p,q,j}p=0Q
Dependency_matrix.xls The GRMs inward and outward connections.
Step 7
Matlab_Workspace7.mat A Matlab file containing all the variables that the pipeline has required thus far.
Adjacency_matrix.xls The estimated regulation effects {α^p,q,j}p=1Q
Dependency_matrix.xls The GRMs inward and outward connections.
Network_Statistics.xls The Network metrics for the GRN.
Node_metrics.xls The Network metrics for the GRMs.
Network_plot.pdf A plot of the GRNs.