Table 3.
Performance comparison of algorithms.
Algorithm | Warfarin dose (mean ±SD) | MAE (mean ±SE) | Pearson r | R2 | Within 20% | Accurately Predicted |
---|---|---|---|---|---|---|
Therapeutic Dose | 46.9 (17.2) | N/A | N/A | N/A | N/A | N/A |
Novel African American | 47.6 (11.4) | 10.9 (0.92) | 0.51* | 0.27* | 58.9%a | 10.9%b |
IWPC Pharmacogenomics | 42.8 (9.1)† | 12.2 (0.98) | 0.38* | 0.15* | 48.8% | 2.3%b |
IWPC Clinical | 30.6 (7.8)† | 17.9 (1.2) | 0.41* | 0.16* | 26.4%a | 0% |
Warfarin dose is in mg/week
MAE: mean absolute error
SD, standard deviation
SE, standard error
Difference in mean dose is statistically significant from therapeutic dose.
Correlation is significant at the 0.01 level (2-tailed).
Difference is significant between novel algorithm and the IWPC clinical algorithm (p < 0.0001).
Difference is statistically significant, p = 0.02.
P-values derived using McNemar’s test