Contains observed concentrations of cytokines and their respective treatment and groups, derived from:
Format
A data frame with 297 rows and 29 columns:
- Group
Group assigned to the subjects.
- Treatment
Treatment received by subjects.
- Batch
Batch number corresponding to the sample.
- Time
Time point of the measurement.
- IL.17F
Observed concentration of IL.17F cytokine.
- GM.CSF
Observed concentration of GM.CSF cytokine.
- IFN.G
Observed concentration of IFN.G cytokine.
- IL.10
Observed concentration of IL.10 cytokine.
- CCL.20.MIP.3A
Observed concentration of CCL.20.MIP.3A cytokine.
- IL.12.P70
Observed concentration of IL.12.P70 cytokine.
- IL.13
Observed concentration of IL.13 cytokine.
- IL.15
Observed concentration of IL.15 cytokine.
- IL.17A
Observed concentration of IL.17A cytokine.
- IL.22
Observed concentration of IL.22 cytokine.
- IL.9
Observed concentration of IL.9 cytokine.
- IL.1B
Observed concentration of IL.1B cytokine.
- IL.33
Observed concentration of IL.33 cytokine.
- IL.2
Observed concentration of IL.2 cytokine.
- IL.21
Observed concentration of IL.21 cytokine.
- IL.4
Observed concentration of IL.4 cytokine.
- IL.23
Observed concentration of IL.23 cytokine.
- IL.5
Observed concentration of IL.5 cytokine.
- IL.6
Observed concentration of IL.6 cytokine.
- IL.17E.IL.25
Observed concentration of IL.17E.IL.25 cytokine.
- IL.27
Observed concentration of IL.27 cytokine.
- IL.31
Observed concentration of IL.31 cytokine.
- TNF.A
Observed concentration of TNF.A cytokine.
- TNF.B
Observed concentration of TNF.B cytokine.
- IL.28A
Observed concentration of IL.28A cytokine.
Note
The ExampleData5 dataset is the same data as ExampleData1 but with a new column "Batch" added to indicate the batch number corresponding to each sample. The "Batch" column was randomly generated to simulate batch effects in the data.
References
Pugh GH, Fouladvand S, SantaCruz-Calvo S, Agrawal M, Zhang XD, Chen J, Kern PA, Nikolajczyk BS. T cells dominate peripheral inflammation in a cross-sectional analysis of obesity-associated diabetes. Obesity (Silver Spring). 2022;30(10): 1983–1994. doi:10.1002/oby.23528.
Examples
data(ExampleData5)