Model selection for the determination of apparent affinities
Sample* . | R2 > 0.7 . | Lower limit of 95% CI > 0 . | F test . | Selected model . | Population 1 KA [M−1] . | Population 2 KA [M−1] . | ||
---|---|---|---|---|---|---|---|---|
M1 . | M2 . | M1 . | M2 . | |||||
A | Yes | Yes | Yes | No | NA | M1 | 4.9 × 109 | NA |
B | Yes | Yes | Yes | No | NA | M1 | 9.1 × 107 | NA |
C | Yes | Yes | Yes | Yes | M2 | M2 | 5.4 × 109 | 9.9 × 107 |
Sample* . | R2 > 0.7 . | Lower limit of 95% CI > 0 . | F test . | Selected model . | Population 1 KA [M−1] . | Population 2 KA [M−1] . | ||
---|---|---|---|---|---|---|---|---|
M1 . | M2 . | M1 . | M2 . | |||||
A | Yes | Yes | Yes | No | NA | M1 | 4.9 × 109 | NA |
B | Yes | Yes | Yes | No | NA | M1 | 9.1 × 107 | NA |
C | Yes | Yes | Yes | Yes | M2 | M2 | 5.4 × 109 | 9.9 × 107 |
An explanation of the model-selection strategy can be found in “Materials and methods.” Model 1 (homogenous apparent affinity distribution), assuming 1 major antibody cluster, resulted in the best description of the FVIII competition curves for samples A and B. In contrast, model 2 (bimodal apparent affinity distribution), assuming 2 major antibody clusters with distinct affinities, provided the best fit to describe the competition curve of sample C.
Sample A: monoclonal human FVIII-specific IgG1 antibody spiked into human plasma not containing any FVIII-binding antibodies; sample B: human plasma from a healthy individual with FVIII-specific IgG1, diluted with human plasma not containing FVIII-binding antibodies; and sample C: a mixture of samples A and B.
CI, confidence interval; M1, model 1; M2, model 2; NA, not applicable; R2, coefficient of determination; KA, apparent affinity.