Table 1.
Changes in experimental binding and DSC4.1 computed electrostatic energy term (ΔΔEelec) for interaction of cetuximab (C225), necitumumab (11F8) and panitumumab (pani) with wild type and epitope mutated EGFR variants.
Mutationa | KDmut/KDWT b | Experimental Bindingc | ΔΔEelec | ||||||
---|---|---|---|---|---|---|---|---|---|
C225 | 11F8 | pani | C225 | 11F8 | pani | C225 | 11F8 | pani | |
S440L | >1000 | 8.8 ± 1.2 | NB | ⊗ | ● | ⊗ | 0.58 | 0.03 | 0.12 |
G441E | NB | NB | NB | ⊗ | ⊗ | ⊗ | 4.58 | 3.80 | 0.73 |
G441R | NB | NB | NB | ⊗ | ⊗ | ⊗ | 1.30 | −0.06 | 0.00 |
K443T | 120 ± 20 | 2.3 ± 0.1 | ✓ | ⊗ | ● | ● | 0.80 | −0.06 | 0.21 |
I467M | 46 ± 4 | 3.9 ± 0.4 | NB | ⊗ | ● | ⊗ | 0.09 | −0.13 | 0.08 |
S468R | >1000 | 2.0 ± 0.2 | 3.4 | ⊗ | ● | ● | 1.64 | −0.51 | −0.08 |
Q384A | 2.1 ± 1.1 | 13 ± 1 | – | ● | ⊗ | – | −0.04 | 0.08 | – |
K443A | 1.3 ± 0.4 | 0.9 ± 0.1 | − | ● | ● | − | 0.67 | −0.38 | – |
S468I | 0.7 ± 0.1 | 0.27 ± 0.03 | – | ● | ● | – | 0.28 | −0.38 | – |
N473A | 0.9 ± 0.1 | 0.6 ± 0.1 | – | ● | ● | – | −0.02 | −0.20 | – |
| |||||||||
TPd | 2 | 6 | 1 | ||||||
TN | 6 | 2 | 4 | ||||||
FP | 0 | 1 | 0 | ||||||
FN | 2 | 1 | 1 | ||||||
Accuracy | 81 % | ||||||||
Precision | 90 % |
The first 6 variants (bold) are associated with cetuximab and/or panitumumab resistance (Supplementary Table S1), lower 4 mutations from Li et al (22).
KD values for cetuximab (C225) and necitumumab (11F8) are from Supplementary Table S2 (S440L, K443T, I467M, S468R) and from (22) (Q384A, K443A, S468I, N472A). Data for panitumumab (pani) for S468R is from (23). NB – no binding from (14, 17) and Octet data. ✓ indicates binding but no affinity reported (14).
⊗ No binding (KD value more than 10-fold greater than wild type).
● WT binding (KD value within 10-fold of value for wild type).
For counting of true vs false predictions, an EGFR variant is considered an experimental “binder” if the KD value is less than 10-fold greater than the KD value for wild type (●). The computational filter is set at ΔΔE < 0. True positives (TP, binder (●) with negative computed energy) and true negatives (TN, non-binders (⊗) with positive or zero computed energy term) are highlighted in bold. Accuracy is defined as (TP + TN)/(Total number of variants) and precision is defined as TP/(TP + FP).