TABLE IV.
QM/Δ-MLP or MLP | DFTB | NDDO | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
ωB97X | QDπ | AIQM1 | ANI-2x | GFN2 | DFTB3 | ChIMES | ODM2 | D3H4X | PM7 | |
Protonation pair | ΔE | Err | Err | Err | Err | Err | Err | Err | Err | Err |
[Lys:NH2,iPrOH] | 167.76 | 0.00 | ‒0.64 | ‒115.04 | 0.04 | 6.11 | ‒6.87 | ‒15.24 | ‒13.15 | ‒10.15 |
[His:Nϵ,iPrOH] | 158.33 | 0.08 | ‒9.22 | ‒126.62 | ‒7.02 | ‒11.33 | ‒17.47 | ‒18.74 | ‒12.96 | −6.19 |
[EtO−,His:NϵH+] | ‒160.25 | ‒0.02 | 12.82 | 137.70 | 9.66 | 11.71 | 18.09 | 21.92 | 12.24 | 5.36 |
[,iPrOH] | 43.06 | ‒1.11 | ‒1.15 | ‒28.62 | −2.69 | ‒8.63 | ‒11.17 | ‒10.84 | 0.89 | 5.45 |
[EtO−,A:N1H+] | ‒165.06 | 1.25 | 12.94 | 137.24 | 10.02 | 15.21 | 23.15 | 20.74 | 8.07 | 1.25 |
[EtO−,A:N3H+] | ‒190.89 | 1.21 | 12.88 | 143.42 | 11.40 | 16.00 | 24.17 | 19.43 | 17.97 | 8.39 |
[EtO−,C:N3H+] | ‒160.33 | 0.89 | 12.78 | 145.20 | 6.58 | 4.66 | 16.93 | 20.19 | 7.03 | 2.22 |
[,A:N1H+] | ‒120.07 | 0.08 | 8.19 | 97.55 | 4.69 | 6.20 | 11.36 | 6.73 | 9.69 | 7.53 |
[,A:N3H+] | ‒145.91 | 0.04 | 8.12 | 103.73 | 6.07 | 6.99 | 12.38 | 5.41 | 19.58 | 14.67 |
[,C:N3H+] | ‒115.34 | ‒0.27 | 8.03 | 105.50 | 1.25 | ‒4.35 | 5.14 | 6.17 | 8.64 | 8.51 |
maE | … | 0.50 | 8.68 | 114.06 | 5.94 | 9.12 | 14.67 | 14.54 | 11.02 | 6.97 |
rmsE | … | 0.72 | 9.72 | 118.72 | 6.96 | 9.96 | 15.87 | 15.84 | 12.17 | 7.88 |
Models and datasets are described in Sec. II. Protonation pairs are written in the general form as follows: [B, A]: B + A → BH+ + A−, or [B−, AH+]: B− + AH+ → BH + A. Here, B/BH+ and B−/BH are the base/conjugate acid pairs and A/A− and AH+/A are the acid/conjugate base pairs. These are model systems for general acid and base catalysis in RNA cleavage reactions by small nucleolytic ribozymes and ribonucleases.100 The molecules indicated are isopropanol (iPrOH), ethoxide (EtO−), neutral lysine (Lys:NH2), neutral histidine (His:Nϵ), protonated histidine (His:NϵH+), deprotonated guanine at the N1 position (), protonated adenine at the N1 and N3 positions (A:N1H+ and A:N3H+), and protonated cytosine at the N3 position (C:N3H+).