Table 2. Principal component analysis of specific ion channel block in computer modeling.
PCA1 is a major axis that underlies overall APD prolongation and explains 79% of the variance in the simulation data. PCA2 mainly detects changes in the rise time of the AP upstroke with a smaller contribution due to shortening of APD30 and prolongation of APD triangulation. In computer simulation, the delay between stimulation and AP upstroke was small compared to the sampling rate and the stimulation delay parameter was not incorporated in calculating PCA axes.
| PCA Axis | APD30 | APD50 | APD80 | APDmxr | APDtri | Rise Time | Stim Delay | Explained Variance Ratio |
|---|---|---|---|---|---|---|---|---|
| PCA1 | 0.44 | 0.45 | 0.46 | 0.46 | 0.43 | -0.05 | Not included | 0.79 |
| PCA2 | -0.20 | -0.09 | -0.04 | 0.02 | 0.21 | -0.95 | Not included | 0.18 |
| PCA3 | -0.47 | -0.29 | -0.08 | 0.13 | 0.77 | 0.30 | Not included | 0.03 |