Table 2. In silico analysis of 42 deleterious mutations in Rad50.
| Amino acid impact (PredictSNP) (neutral/deleterious) | Molecular mechanisms (MutPred2) | Structural phenotyping (SNPeffect) | Protein stability (imutant/MuPro) | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Motif | Mutation (source) | PS | MP | Ph-S | PP-1 | PP-2 | SF | SP | Affected molecular mechanisms | Pr | P-value | Affected functional sites | AG | AM | IM | MPr |
| Walker A | N38A (De La Rosa & Nelson, 2011) | D | D | D | D | D | D | D | Loss of catalytic site at N38 | 0.53 | 8.80E−05 | • ATP/GTP-binding site motif A (P-loop) | No | No | ↓ | ↓ |
| Loss of relative solvent accessibility | 0.34 | 3.40E−03 | ||||||||||||||
| Altered ordered interface | 0.33 | 9.90E−03 | ||||||||||||||
| Loss of allosteric site at N38 | 0.31 | 3.00E−03 | ||||||||||||||
| Altered DNA binding | 0.25 | 6.70E−03 | ||||||||||||||
| Altered metal binding | 0.23 | 0.02 | ||||||||||||||
| Gain of methylation at K42 | 0.17 | 8.40E−03 | ||||||||||||||
| G41D (Alani, Padmore & Kleckner, 1990) | D | D | D | D | D | D | D | Altered metal binding | 0.40 | 1.70E−04 | • FHA phosphopeptide ligands | No | No | ↓ | ↓ | |
| Gain of allosteric site at G41 | 0.33 | 6.40E−04 | • CK2 Phosphorylation site | |||||||||||||
| Altered ordered interface | 0.30 | 0.02 | • N-myristoylation site | |||||||||||||
| Gain of relative solvent accessibility | 0.29 | 0.01 | • ATP/GTP-binding site motif A (P-loop) | |||||||||||||
| Gain of helix | 0.29 | 0.01 | ||||||||||||||
| Loss of strand | 0.28 | 9.70E−03 | ||||||||||||||
| Altered DNA binding | 0.28 | 4.30E−03 | ||||||||||||||
| Loss of catalytic site at N38 | 0.27 | 3.70E−03 | ||||||||||||||
| Loss of methylation at K42 | 0.17 | 0.01 | ||||||||||||||
| K42R (Chen et al., 2005; Koroleva et al., 2007) | D | D | D | D | D | D | D | Loss of relative solvent accessibility | 0.30 | 9.60E−03 | • FHA phosphopeptide ligands | No | No | ↓ | ↓ | |
| Altered DNA binding | 0.28 | 3.20E−03 | • PKA phosphorylation site | |||||||||||||
| Loss of allosteric site at T44 | 0.28 | 7.30E−03 | • CK2 phosphorylation site | |||||||||||||
| Loss of catalytic site at N38 | 0.27 | 3.40E−03 | • N-myristoylation site | |||||||||||||
| Altered metal binding | 0.25 | 0.01 | • ATP/GTP-binding site motif A (P-loop) | |||||||||||||
| Loss of methylation at K42 | 0.20 | 6.90E−03 | ||||||||||||||
| K42M (Koroleva et al., 2007) | D | D | D | D | D | D | D | Altered DNA binding | 0.37 | 7.10E−04 | • FHA phosphopeptide ligands | No | No | ↑ | ↑ | |
| Loss of allosteric site at K42 | 0.36 | 1.10E−03 | • CK2 phosphorylation site | |||||||||||||
| Loss of relative solvent accessibility | 0.34 | 3.10E−03 | • N-myristoylation site | |||||||||||||
| Altered ordered interface | 0.32 | 0.01 | • ATP/GTP-binding site motif A (P-loop) | |||||||||||||
| Gain of catalytic site at T43 | 0.29 | 1.60E−03 | ||||||||||||||
| Altered metal binding | 0.28 | 5.80E−03 | ||||||||||||||
| Loss of methylation at K42 | 0.20 | 6.80E−03 | ||||||||||||||
| K42E (Alani, Padmore & Kleckner, 1990; Chen et al., 2005) | D | D | D | D | D | D | D | Altered metal binding | 0.44 | 4.50E−04 | • FHA phosphopeptide ligands | No | No | ↓ | ↓ | |
| Gain of catalytic site at T43 | 0.33 | 6.40E−04 | • CK2 phosphorylation site | |||||||||||||
| Altered DNA binding | 0.33 | 1.30E−03 | • Polo-like kinase phosphorylation sit | |||||||||||||
| Loss of allosteric site at K42 | 0.30 | 4.30E−03 | • N-myristoylation site | |||||||||||||
| Altered ordered interface | 0.29 | 0.02 | • ATP/GTP-binding site motif A (P-loop) | |||||||||||||
| Loss of relative solvent accessibility | 0.29 | 0.01 | ||||||||||||||
| Gain of strand | 0.27 | 0.03 | ||||||||||||||
| Loss of methylation at K42 | 0.20 | 6.80E−03 | ||||||||||||||
| K42A (Chen et al., 2005) | D | D | D | D | D | D | D | Loss of allosteric site at K42 | 0.53 | 5.40E−05 | • FHA phosphopeptide ligands | No | No | ↓ | ↓ | |
| Loss of relative solvent accessibility | 0.37 | 1.60E−03 | • CK2 phosphorylation site | |||||||||||||
| Altered DNA binding | 0.37 | 6.00E−04 | • N-myristoylation site | |||||||||||||
| Altered ordered interface | 0.36 | 4.20E−03 | • ATP/GTP-binding site motif A (P-loop) | |||||||||||||
| Gain of catalytic site at T43 | 0.32 | 8.70E−04 | ||||||||||||||
| Altered metal binding | 0.31 | 0.01 | ||||||||||||||
| Loss of methylation at K42 | 0.20 | 6.80E−03 | ||||||||||||||
| Q-loop | Q159H (Moncalian et al., 2004) | D | D | D | D | D | D | D | No effect | – | – | None | No | No | ↓ | ↓ |
| Zinc hook | S635G (Gatei et al., 2011) | N | N | N | D | N | N | N | No effect | – | – | None | No | No | ↓ | ↓ |
| S679R (Roset et al., 2014; Hohl et al., 2015) | N | N | N | N | N | D | N | No effect | – | – | None | No | No | ↓ | ↓ | |
| C680N (He et al., 2012) | N | N | N | D | N | D | D | Loss of N-linked glycosylation at N677 | 0.02 | 0.04 | • N-glycosylation site | No | No | ↓ | ↓ | |
| C681A (He et al., 2012) | D | D | D | D | D | D | D | Gain of helix | 0.30 | 8.00E−03 | • N-glycosylation site | No | No | ↓ | ↓ | |
| Gain of N-linked glycosylation at N677 | 0.02 | 0.03 | ||||||||||||||
| C681S (Barfoot et al., 2015) | D | D | D | D | D | D | N | Gain of N-linked glycosylation at N677 | 0.02 | 0.04 | • N-glycosylation site | No | No | ↑ | ↓ | |
| • Proline-directed phosphorylation | ||||||||||||||||
| • MAPK phosphorylation site | ||||||||||||||||
| P682E (Roset et al., 2014; Hohl et al., 2015) | D | D | N | D | D | D | D | Gain of helix | 0.32 | 3.10E−03 | • CK2 phosphorylation site | No | No | ↓ | ↓ | |
| Altered coiled coil | 0.14 | 0.03 | ||||||||||||||
| Loss of N-linked glycosylation at N677 | 0.02 | 0.04 | ||||||||||||||
| P682A (He et al., 2012) | N | N | N | N | D | D | N | No effect | – | – | None | No | No | ↓ | ↓ | |
| V683I (He et al., 2012) | N | N | N | N | N | D | N | No effect | – | – | None | No | No | ↑ | ↑ | |
| V683R (Roset et al., 2014; Hohl et al., 2015) | N | N | N | N | N | D | D | Gain of helix | 0.29 | 0.01 | None | No | No | ↓ | ↓ | |
| C684R (He et al., 2012) | D | D | D | D | D | D | D | Gain of helix | 0.30 | 9.50E−03 | • Diarginine retention/retrieving signal | No | No | ↓ | ↓ | |
| C684S (Barfoot et al., 2015) | D | D | D | D | D | D | D | No effect | – | – | • PIKK phosphorylation site | No | No | ↓ | ↓ | |
| • PKC phosphorylation site | ||||||||||||||||
| Q685S (He et al., 2012) | N | N | N | N | N | D | N | Altered coiled coil | 0.53 | 6.50E−03 | • BRCT phosphopeptide ligands | No | No | ↓ | ↓ | |
| • USP7 binding motif | ||||||||||||||||
| Signature motif | R1198E (Rojowska et al., 2014) | D | D | D | D | D | D | D | Gain of catalytic site at R1200 | 0.25 | 4.80E−03 | • Diarginine retention/retrieving signal | No | No | ↓ | ↓ |
| Gain of allosteric site at R1200 | 0.21 | 0.03 | ||||||||||||||
| Altered metal binding | 0.14 | 0.03 | ||||||||||||||
| Altered transmembrane protein | 0.10 | 0.04 | ||||||||||||||
| G1199E (Rojowska et al., 2014) | D | D | D | D | D | D | D | Loss of allosteric site at R1200 | 0.23 | 0.03 | • Diarginine retention/retrieving signal | No | No | ↓ | ↓ | |
| Loss of catalytic site at R1200 | 0.20 | 0.01 | • PKA phosphorylation site | |||||||||||||
| Altered transmembrane protein | 0.11 | 0.04 | ||||||||||||||
| S1202A (Herdendorf & Nelson, 2011) | D | D | D | D | D | D | D | Loss of allosteric site at R1200 | 0.23 | 0.03 | • PKA phosphorylation site | No | No | ↓ | ↓ | |
| Loss of catalytic site at R1200 | 0.20 | 0.01 | • Glycosaminoglycan attachment site | |||||||||||||
| S1202R (Koroleva et al., 2007; Moncalian et al., 2004; Herdendorf & Nelson, 2011; Bhaskara et al., 2007) | D | D | D | D | D | D | D | Gain of ADP-ribosylation at S1202 | 0.25 | 8.40E−03 | • PKA phosphorylation site | No | No | ↑ | ↓ | |
| Loss of allosteric site at R1200 | 0.23 | 0.03 | • Glycosaminoglycan attachment site | |||||||||||||
| Loss of catalytic site at R1200 | 0.21 | 1.00E−02 | ||||||||||||||
| S1202M (Herdendorf & Nelson, 2011) | D | D | D | D | D | D | D | Loss of allosteric site at R1200 | 0.23 | 0.02 | • PKA phosphorylation site | No | No | ↑ | ↑ | |
| Gain of catalytic site at R1200 | 0.21 | 9.70E−03 | • Glycosaminoglycan attachment site | |||||||||||||
| Q1205E (Herdendorf & Nelson, 2011) | D | D | D | N | D | D | D | Gain of allosteric site at R1200 | 0.23 | 0.02 | • PKA phosphorylation site | ↑ | ↓ | ↓ | ↓ | |
| Loss of catalytic site at R1200 | 0.20 | 0.01 | • CK2 phosphorylation site | |||||||||||||
| K1206M (Herdendorf & Nelson, 2011) | D | D | D | D | D | D | D | Gain of catalytic site at S1202 | 0.09 | 0.04 | None | ↑ | ↓ | ↑ | ↑ | |
| K1206A (Williams et al., 2011) | D | D | D | D | D | D | D | Loss of catalytic site at K1206 | 0.09 | 0.05 | None | ↑ | ↓ | ↓ | ↑ | |
| K1206E (Williams et al., 2011) | D | D | D | D | D | D | D | Gain of catalytic site at K1206 | 0.11 | 0.03 | • TRAF2 binding site | ↑ | ↓ | ↓ | ↑ | |
| • NES nuclear export signal | ||||||||||||||||
| L1211W (Deshpande et al., 2014) | D | D | D | D | D | D | D | Loss of catalytic site at K1206 | 0.08 | 0.05 | • SUMO interaction site | ↑ | ↑ | ↓ | ↓ | |
| R1214A (Williams et al., 2011) | D | D | D | D | D | D | D | Loss of allosteric site at R1214 | 0.22 | 0.03 | • ATP-binding cassette, ABC transporter-type, signature and profile | ↑ | ↓ | ↓ | ↓ | |
| R1214E (Deshpande et al., 2014; Williams et al., 2011) | D | D | D | D | D | D | D | Loss of allosteric site at R1214 | 0.20 | 0.04 | • SUMO interaction site | ↑ | No | ↓ | ↓ | |
| • ATP-binding cassette, ABC transporter-type, signature and profile | ||||||||||||||||
| Walker B | E1232Q (Rojowska et al., 2014) | D | D | D | D | D | D | D | Altered metal binding | 0.48 | 4.30E−03 | • FHA phosphopeptide ligands | No | No | ↓ | ↓ |
| Loss of catalytic site at E1232 | 0.34 | 9.80E−04 | • SUMO interaction site | |||||||||||||
| Loss of allosteric site at P1233 | 0.24 | 0.02 | ||||||||||||||
| Altered transmembrane protein | 0.12 | 0.03 | ||||||||||||||
| D-loop | D1238N (De La Rosa & Nelson, 2011) | D | D | D | D | D | D | D | Altered ordered interface | 0.30 | 4.30E−03 | • FHA phosphopeptide ligands | No | No | ↓ | ↓ |
| Altered metal binding | 0.31 | 2.80E−03 | • Casein kinase II phosphorylation site | |||||||||||||
| Gain of relative solvent accessibility | 0.27 | 0.02 | ||||||||||||||
| Gain of allosteric site at P1233 | 0.25 | 0.01 | ||||||||||||||
| Loss of catalytic site at T1234 | 0.17 | 0.02 | ||||||||||||||
| Altered transmembrane protein | 0.12 | 0.03 | ||||||||||||||
| Altered coiled coil | 0.08 | 0.05 | ||||||||||||||
| D1238A (De La Rosa & Nelson, 2011) | D | D | D | D | D | D | D | Altered metal binding | 0.41 | 3.40E−04 | • FHA phosphopeptide ligands | No | No | ↓ | ↓ | |
| Altered ordered interface | 0.40 | 1.40E−03 | • Casein kinase II phosphorylation site | |||||||||||||
| Loss of allosteric site at P1233 | 0.26 | 0.01 | ||||||||||||||
| Loss of catalytic site at T1234 | 0.18 | 0.02 | ||||||||||||||
| Altered transmembrane protein | 0.12 | 0.02 | ||||||||||||||
| ATPase domain/coiled-coil | K6E (Alani, Padmore & Kleckner, 1990; Bender et al., 2002) | D | D | D | D | D | N | D | Loss of strand | 0.27 | 0.03 | None | No | No | ↓ | ↓ |
| Altered DNA binding | 0.16 | 0.04 | ||||||||||||||
| Gain of N-terminal acetylation at M1 | 0.03 | 4.10E−03 | ||||||||||||||
| K22M (Alani, Padmore & Kleckner, 1990; Bender et al., 2002) | N | N | N | N | N | D | N | No effect | – | – | None | ↑ | No | ↓ | ↑ | |
| R83I (Alani, Padmore & Kleckner, 1990; Bender et al., 2002) | N | D | N | N | N | D | N | Altered ordered interface | 0.29 | 0.03 | • PP1-docking motif RVXF | ↑ | ↑ | ↓ | ↑ | |
| Altered DNA binding | 0.22 | 0.02 | ||||||||||||||
| Altered coiled coil | 0.10 | 0.04 | ||||||||||||||
| K132E (Rojowska et al., 2014) | D | D | N | D | D | D | D | Loss of helix | 0.28 | 0.02 | • CK1 phosphorylation site | No | No | ↓ | ↓ | |
| Altered transmembrane protein | 0.27 | 7.30E−04 | • Protein kinase C phosphorylation site | |||||||||||||
| Gain of strand | 0.27 | 0.01 | ||||||||||||||
| T191E (Rojowska et al., 2014) | N | D | N | N | N | N | N | Altered coiled coil | 0.28 | 0.01 | • TRAF2 binding site | No | No | ↓ | ↓ | |
| Loss of acetylation at K187 | 0.28 | 6.20E−03 | • NEK2 phosphorylation site | |||||||||||||
| • PKC phosphorylation site | ||||||||||||||||
| C221E (Rojowska et al., 2014) | N | N | N | N | N | N | N | No effect | – | – | None | No | No | ↓ | ↓ | |
| K105E (Rojowska et al., 2014) | D | N | D | D | D | D | D | No effect | – | – | None | No | No | ↓ | ↓ | |
| S106E (Rojowska et al., 2014) | N | N | N | N | N | N | N | No effect | – | – | None | No | No | ↑ | ↓ | |
Note:
Different tools were used to analyze all mutations as abbreviated in the table. PS, PredictSNP; MP, MAPP; PhS, PhD-SNP; PP1, Poly-Phen1; PP2, Poly-Phen2; SF, SIFT; SN, SNAP; IM, I-Mutant; MPr, MuPro; Pr, probability; AG, protein aggregation; AM, Amyloid aggregation. Please refer to “Materials and Methods” for detailed descriptions of these tools. Note that all mutations listed above are based on the equivalent mutations in human.