Table 2. Multi-way analysis of variance for HBEC gene expression data.
Factor | Sum of square | DFa | Mean square | F | P-value |
gene | 849219.05 | 4501 | 188.67 | 274.11 | <0.00001 |
RBC | 0.37 | 2 | 0.18 | 0.27 | - |
TNF | 0.17 | 1 | 0.17 | 0.24 | - |
PL | 4.37 | 1 | 4.37 | 6.56 | 0.01013 |
time | 0.1 | 1 | 0.1 | 0.15 | - |
gene×RBC | 6341.37 | 9002 | 0.7 | 1.02 | 0.0416 |
gene×TNF | 6497.82 | 4501 | 1.44 | 2.1 | <0.00001 |
gene×PL | 4644.08 | 4501 | 1.03 | 1.5 | <0.00001 |
gene×time | 5355.23 | 4501 | 1.19 | 1.73 | <0.00001 |
gene×time×TNF | 3250.75 | 4501 | 0.72 | 1.09 | 0.00005 |
gene×time×PL | 3264.17 | 4501 | 0.73 | 1.09 | 0.00002 |
gene×TNF×PL | 3219.91 | 4501 | 0.72 | 1.07 | 0.00029 |
gene×time×RBC×TNF | 6177.54 | 9002 | 0.69 | 1.03 | 0.0214 |
gene×time×RBC×PL | 6256.12 | 9002 | 0.69 | 1.04 | 0.0026 |
Residualb | 176809.89 | 265625 | 0.67 | - | - |
Total | 1070570.59 | 324143 | 3.3 | - | - |
Degree of freedom.
The residual corresponds to the variance that was not explained by the model.