ISL Parameter Values | Method 1: Simple Linear Regression | Method 2: FCMA | Method 3: ANN | ||||
---|---|---|---|---|---|---|---|
PRAZOSIN | PROPRANOLOL | SUCROSEa | PRAZOSIN | PROPRANOLOL | PRAZOSIN | PROPRANOLOL | |
ISL2WetLabScaling | 5.3 | 4.1 | 6.0 | 3.0 | 7.0 | 4.6 | 2.8 |
A2BJumpProb | 0.35 | 0.52 | 0.35 | 0.37 | 0.86 | 0.62 | 0.75 |
B2AJumpProb | 0.37 | 0.21b | 0.22 | 0.40 | 0.21b | 0.29 | 0.21b |
B2CJumpProb | 0.42c | 0.50b | 0.49 | 0.41c | 0.50b | 0.50c | 0.50b |
C2BJumpProb | 0.56c | 0.31 | 0.50 | 0.48c | 0.22 | 0.42c | 0.32 |
MetabolizeProb | 0.34 | 0.13b | 0.25 | 0.12b | 0.19 | 0.09b | |
BindersPerCellMin | 6 | 12 | 7 | 6 | 8 | 8 | |
BindersPerCellMax | 7 | 14 | 14 | 13 | 15 | 17 | |
SoluteBindingProb | 0.47c | 0.39b | 0.41c | 0.42b | 0.43c | 0.42b | |
SoluteBindingCycles | 24c | 23b | 23c | 24b | 24c | 23b | |
SM values (±1 S.D.) | 0.36 | 0.68 | 0.50 | 0.58 | 0.79 | 0.97 | |
SM values (±1.5 S.D.) | 0.55 | 0.82 | 0.77 | 0.72 | 0.97 | 0.98 |
↵ a The predicted outflow profiles for SUCROSE coadministered with PRAZOSIN and PROPRANOLOL, obtained using these FCMA-predicted parameter values, are provided in Supplemental Fig. S1 along with the predicted sucrose outflow profiles (Fig. S1) when SUCROSE was coadministered with PRAZOSINand PROPRANOLOL.
↵ b The three predicted values of these five propranolol parameters are within 15% of each other.
↵ c The three predicted values of these four prazosin parameters are within 15% of each other.