PMC:7219429 / 13417-17715
Annnotations
LitCovid-PD-FMA-UBERON
{"project":"LitCovid-PD-FMA-UBERON","denotations":[{"id":"T75","span":{"begin":76,"end":83},"obj":"Body_part"},{"id":"T76","span":{"begin":141,"end":148},"obj":"Body_part"},{"id":"T77","span":{"begin":214,"end":221},"obj":"Body_part"},{"id":"T78","span":{"begin":295,"end":302},"obj":"Body_part"},{"id":"T79","span":{"begin":540,"end":547},"obj":"Body_part"},{"id":"T80","span":{"begin":851,"end":861},"obj":"Body_part"},{"id":"T81","span":{"begin":1525,"end":1532},"obj":"Body_part"},{"id":"T82","span":{"begin":1644,"end":1654},"obj":"Body_part"},{"id":"T83","span":{"begin":1801,"end":1808},"obj":"Body_part"},{"id":"T84","span":{"begin":1891,"end":1898},"obj":"Body_part"},{"id":"T85","span":{"begin":2084,"end":2091},"obj":"Body_part"},{"id":"T86","span":{"begin":2265,"end":2272},"obj":"Body_part"},{"id":"T87","span":{"begin":2717,"end":2724},"obj":"Body_part"},{"id":"T88","span":{"begin":2758,"end":2765},"obj":"Body_part"},{"id":"T89","span":{"begin":2812,"end":2819},"obj":"Body_part"},{"id":"T90","span":{"begin":3039,"end":3046},"obj":"Body_part"},{"id":"T91","span":{"begin":3245,"end":3255},"obj":"Body_part"},{"id":"T92","span":{"begin":3439,"end":3446},"obj":"Body_part"},{"id":"T93","span":{"begin":3709,"end":3716},"obj":"Body_part"},{"id":"T94","span":{"begin":3771,"end":3781},"obj":"Body_part"},{"id":"T95","span":{"begin":3988,"end":3993},"obj":"Body_part"},{"id":"T96","span":{"begin":3999,"end":4014},"obj":"Body_part"},{"id":"T97","span":{"begin":4056,"end":4066},"obj":"Body_part"},{"id":"T98","span":{"begin":4107,"end":4111},"obj":"Body_part"}],"attributes":[{"id":"A75","pred":"fma_id","subj":"T75","obj":"http://purl.org/sig/ont/fma/fma67257"},{"id":"A76","pred":"fma_id","subj":"T76","obj":"http://purl.org/sig/ont/fma/fma67257"},{"id":"A77","pred":"fma_id","subj":"T77","obj":"http://purl.org/sig/ont/fma/fma67257"},{"id":"A78","pred":"fma_id","subj":"T78","obj":"http://purl.org/sig/ont/fma/fma67257"},{"id":"A79","pred":"fma_id","subj":"T79","obj":"http://purl.org/sig/ont/fma/fma67257"},{"id":"A80","pred":"fma_id","subj":"T80","obj":"http://purl.org/sig/ont/fma/fma82739"},{"id":"A81","pred":"fma_id","subj":"T81","obj":"http://purl.org/sig/ont/fma/fma67257"},{"id":"A82","pred":"fma_id","subj":"T82","obj":"http://purl.org/sig/ont/fma/fma82739"},{"id":"A83","pred":"fma_id","subj":"T83","obj":"http://purl.org/sig/ont/fma/fma67257"},{"id":"A84","pred":"fma_id","subj":"T84","obj":"http://purl.org/sig/ont/fma/fma67257"},{"id":"A85","pred":"fma_id","subj":"T85","obj":"http://purl.org/sig/ont/fma/fma67257"},{"id":"A86","pred":"fma_id","subj":"T86","obj":"http://purl.org/sig/ont/fma/fma67257"},{"id":"A87","pred":"fma_id","subj":"T87","obj":"http://purl.org/sig/ont/fma/fma67257"},{"id":"A88","pred":"fma_id","subj":"T88","obj":"http://purl.org/sig/ont/fma/fma67257"},{"id":"A89","pred":"fma_id","subj":"T89","obj":"http://purl.org/sig/ont/fma/fma67257"},{"id":"A90","pred":"fma_id","subj":"T90","obj":"http://purl.org/sig/ont/fma/fma67257"},{"id":"A91","pred":"fma_id","subj":"T91","obj":"http://purl.org/sig/ont/fma/fma82739"},{"id":"A92","pred":"fma_id","subj":"T92","obj":"http://purl.org/sig/ont/fma/fma67257"},{"id":"A93","pred":"fma_id","subj":"T93","obj":"http://purl.org/sig/ont/fma/fma67257"},{"id":"A94","pred":"fma_id","subj":"T94","obj":"http://purl.org/sig/ont/fma/fma82739"},{"id":"A95","pred":"fma_id","subj":"T95","obj":"http://purl.org/sig/ont/fma/fma67264"},{"id":"A96","pred":"fma_id","subj":"T96","obj":"http://purl.org/sig/ont/fma/fma63841"},{"id":"A97","pred":"fma_id","subj":"T97","obj":"http://purl.org/sig/ont/fma/fma82739"},{"id":"A98","pred":"fma_id","subj":"T98","obj":"http://purl.org/sig/ont/fma/fma12520"}],"text":"3.2 Characterization of an ATM binding site at the tip of SARS-CoV-2 spike protein\nWhen ATM molecules were merged with the SARS-CoV-2 spike protein, there was a very good fit for one particular pose at the tip of protein (Fig. 2 ). All other docking attempts on the NTD or the RBD of the spike protein were unsuccessful (Figure S2) as they did not satisfy the minimum cut-off values. Not surprisingly, their trajectories started destabilizing before 10 ns. In contrast, ATM #1 (coloured in yellow in Figure S2) remained bound to the spike protein throughout the simulation process (Fig. 3 ). Interestingly, a significant movement of the drug was observed from its docked pose to a stable MD pose (dock-to-MD transition), particularly during the first 10-ns of simulations (Figure S3). A stable complex association was then reached after 10 ns. Three amino acid residues, referred to as the “QFN triad”, exhibited significant conformational rearrangement during the binding process: Q-134, F-135 and N-137 (Fig. 3). The principal moves comprised a significant reorientation of the aromatic ring of F-135, from suboptimal stacking to stabilized T-shape CH-π interaction, and a concomitant retraction of the Q-134 side chain. Fluctuations during the 10 to 50 ns period did not affect the overall geometry of the complex, which converged to a mean energy of interaction of 92.4 ± 5.8 kJ.mol−1 as determined from triplicate MD simulations (Table S1). Schematically, the binding site is formed by two discontinuous regions of the protein, including the QFN triad with additional C-136, D-138, R-158 and S-161 residues (Fig. 4, Fig. 5 ). These seven amino acid residues accounted for almost 90% of the whole energy of interaction (Table S1 and Fig. 5).\nFig. 2 Molecular complex between the SARS-CoV-2 spike protein trimer and ATM. (a) Detailed view of ATM bound to the NTD tip of SARS-CoV-2 spike protein chain A, shown at two distinct magnifications and orientations (left and right panels). Note that the NTD tip displays a complementary landing surface for ATM (highlighted in red). The protein stretch 134-138, which contains the QFN triad, is highlighted in green. (b) The trimeric structure of the SARS-CoV-2 spike is represented in surface rendition with subunit (protein chain A, B and C) in cyan, yellow and purple, respectively. AMT (in red) is bound to the tip of the NTD domain of the A subunit (left panel). The ribbon structure of the cyan (chain A) subunit is shown in the right panel. (c) Above views of the spike-ATM complex. Note that the B and C subunits also display a fully accessible ATM binding site (red asterisk).\nFig. 3 Induced-fit conformational rearrangements during binding of ATM on the spike protein. (a) Docking of ATM on the spike protein (time = 0). ATM is in yellow spheres, and the protein segment 134-137 is in balls and sticks rendition. Three parts of the ATM molecule are marked with asterisks. The orientation of the side chains of residues 134-137 is shown under the complex. (b) ATM bound to the spike protein after MD simulations (time = 50 ns). Note that the complex has evolved according to a typical induced-fit mechanism. The asterisks on ATM help visualize its conformational changes. Reorientation of amino acid side chains is also clearly visible in the ATM-spike complex and in the isolated 134-137 fragment shown under the complex.\nFig. 4 Schematic of ATM interaction at the tip of the spike protein. Residues lining cavity under 3.5Å are shown. Hydrogen bonds and CH-π stacking interactions are indicated. Note that Q-134 (Gln-134) and S-161 (Ser-161) are linked by a hydrogen bond, which stabilizes the ATM-spike complex.\nFig. 5 Energy of interaction of spike protein-ATM and spike-GM1 complexes. Results are expressed by amino acid residue as mean ± SD of three distinct MD simulations (50 ns) with the same starting docking conditions. In the case of GM1, the simulations are done in presence of sphingomyelin and cholesterol to mimic a lipid raft plasma membrane domain. Each bar corresponds to a single amino acid residue, as indicated in the horizontal axis. Detailed values and statistics are shown in Table S1.\nThe complex was stabilized by hydrogen bonds, CH-π and van der Waals interactions distributed over the whole ATM molecule (Fig. 4)."}
LitCovid-PD-UBERON
{"project":"LitCovid-PD-UBERON","denotations":[{"id":"T7","span":{"begin":52,"end":55},"obj":"Body_part"},{"id":"T8","span":{"begin":207,"end":210},"obj":"Body_part"},{"id":"T9","span":{"begin":1867,"end":1870},"obj":"Body_part"},{"id":"T10","span":{"begin":2005,"end":2008},"obj":"Body_part"},{"id":"T11","span":{"begin":2362,"end":2365},"obj":"Body_part"},{"id":"T12","span":{"begin":3422,"end":3425},"obj":"Body_part"}],"attributes":[{"id":"A7","pred":"uberon_id","subj":"T7","obj":"http://purl.obolibrary.org/obo/UBERON_2001840"},{"id":"A8","pred":"uberon_id","subj":"T8","obj":"http://purl.obolibrary.org/obo/UBERON_2001840"},{"id":"A9","pred":"uberon_id","subj":"T9","obj":"http://purl.obolibrary.org/obo/UBERON_2001840"},{"id":"A10","pred":"uberon_id","subj":"T10","obj":"http://purl.obolibrary.org/obo/UBERON_2001840"},{"id":"A11","pred":"uberon_id","subj":"T11","obj":"http://purl.obolibrary.org/obo/UBERON_2001840"},{"id":"A12","pred":"uberon_id","subj":"T12","obj":"http://purl.obolibrary.org/obo/UBERON_2001840"}],"text":"3.2 Characterization of an ATM binding site at the tip of SARS-CoV-2 spike protein\nWhen ATM molecules were merged with the SARS-CoV-2 spike protein, there was a very good fit for one particular pose at the tip of protein (Fig. 2 ). All other docking attempts on the NTD or the RBD of the spike protein were unsuccessful (Figure S2) as they did not satisfy the minimum cut-off values. Not surprisingly, their trajectories started destabilizing before 10 ns. In contrast, ATM #1 (coloured in yellow in Figure S2) remained bound to the spike protein throughout the simulation process (Fig. 3 ). Interestingly, a significant movement of the drug was observed from its docked pose to a stable MD pose (dock-to-MD transition), particularly during the first 10-ns of simulations (Figure S3). A stable complex association was then reached after 10 ns. Three amino acid residues, referred to as the “QFN triad”, exhibited significant conformational rearrangement during the binding process: Q-134, F-135 and N-137 (Fig. 3). The principal moves comprised a significant reorientation of the aromatic ring of F-135, from suboptimal stacking to stabilized T-shape CH-π interaction, and a concomitant retraction of the Q-134 side chain. Fluctuations during the 10 to 50 ns period did not affect the overall geometry of the complex, which converged to a mean energy of interaction of 92.4 ± 5.8 kJ.mol−1 as determined from triplicate MD simulations (Table S1). Schematically, the binding site is formed by two discontinuous regions of the protein, including the QFN triad with additional C-136, D-138, R-158 and S-161 residues (Fig. 4, Fig. 5 ). These seven amino acid residues accounted for almost 90% of the whole energy of interaction (Table S1 and Fig. 5).\nFig. 2 Molecular complex between the SARS-CoV-2 spike protein trimer and ATM. (a) Detailed view of ATM bound to the NTD tip of SARS-CoV-2 spike protein chain A, shown at two distinct magnifications and orientations (left and right panels). Note that the NTD tip displays a complementary landing surface for ATM (highlighted in red). The protein stretch 134-138, which contains the QFN triad, is highlighted in green. (b) The trimeric structure of the SARS-CoV-2 spike is represented in surface rendition with subunit (protein chain A, B and C) in cyan, yellow and purple, respectively. AMT (in red) is bound to the tip of the NTD domain of the A subunit (left panel). The ribbon structure of the cyan (chain A) subunit is shown in the right panel. (c) Above views of the spike-ATM complex. Note that the B and C subunits also display a fully accessible ATM binding site (red asterisk).\nFig. 3 Induced-fit conformational rearrangements during binding of ATM on the spike protein. (a) Docking of ATM on the spike protein (time = 0). ATM is in yellow spheres, and the protein segment 134-137 is in balls and sticks rendition. Three parts of the ATM molecule are marked with asterisks. The orientation of the side chains of residues 134-137 is shown under the complex. (b) ATM bound to the spike protein after MD simulations (time = 50 ns). Note that the complex has evolved according to a typical induced-fit mechanism. The asterisks on ATM help visualize its conformational changes. Reorientation of amino acid side chains is also clearly visible in the ATM-spike complex and in the isolated 134-137 fragment shown under the complex.\nFig. 4 Schematic of ATM interaction at the tip of the spike protein. Residues lining cavity under 3.5Å are shown. Hydrogen bonds and CH-π stacking interactions are indicated. Note that Q-134 (Gln-134) and S-161 (Ser-161) are linked by a hydrogen bond, which stabilizes the ATM-spike complex.\nFig. 5 Energy of interaction of spike protein-ATM and spike-GM1 complexes. Results are expressed by amino acid residue as mean ± SD of three distinct MD simulations (50 ns) with the same starting docking conditions. In the case of GM1, the simulations are done in presence of sphingomyelin and cholesterol to mimic a lipid raft plasma membrane domain. Each bar corresponds to a single amino acid residue, as indicated in the horizontal axis. Detailed values and statistics are shown in Table S1.\nThe complex was stabilized by hydrogen bonds, CH-π and van der Waals interactions distributed over the whole ATM molecule (Fig. 4)."}
LitCovid-PD-MONDO
{"project":"LitCovid-PD-MONDO","denotations":[{"id":"T48","span":{"begin":59,"end":67},"obj":"Disease"},{"id":"T49","span":{"begin":124,"end":132},"obj":"Disease"},{"id":"T50","span":{"begin":267,"end":270},"obj":"Disease"},{"id":"T52","span":{"begin":1784,"end":1792},"obj":"Disease"},{"id":"T53","span":{"begin":1863,"end":1866},"obj":"Disease"},{"id":"T55","span":{"begin":1874,"end":1882},"obj":"Disease"},{"id":"T56","span":{"begin":2001,"end":2004},"obj":"Disease"},{"id":"T58","span":{"begin":2198,"end":2206},"obj":"Disease"},{"id":"T59","span":{"begin":2373,"end":2376},"obj":"Disease"}],"attributes":[{"id":"A48","pred":"mondo_id","subj":"T48","obj":"http://purl.obolibrary.org/obo/MONDO_0005091"},{"id":"A49","pred":"mondo_id","subj":"T49","obj":"http://purl.obolibrary.org/obo/MONDO_0005091"},{"id":"A50","pred":"mondo_id","subj":"T50","obj":"http://purl.obolibrary.org/obo/MONDO_0008449"},{"id":"A51","pred":"mondo_id","subj":"T50","obj":"http://purl.obolibrary.org/obo/MONDO_0018075"},{"id":"A52","pred":"mondo_id","subj":"T52","obj":"http://purl.obolibrary.org/obo/MONDO_0005091"},{"id":"A53","pred":"mondo_id","subj":"T53","obj":"http://purl.obolibrary.org/obo/MONDO_0008449"},{"id":"A54","pred":"mondo_id","subj":"T53","obj":"http://purl.obolibrary.org/obo/MONDO_0018075"},{"id":"A55","pred":"mondo_id","subj":"T55","obj":"http://purl.obolibrary.org/obo/MONDO_0005091"},{"id":"A56","pred":"mondo_id","subj":"T56","obj":"http://purl.obolibrary.org/obo/MONDO_0008449"},{"id":"A57","pred":"mondo_id","subj":"T56","obj":"http://purl.obolibrary.org/obo/MONDO_0018075"},{"id":"A58","pred":"mondo_id","subj":"T58","obj":"http://purl.obolibrary.org/obo/MONDO_0005091"},{"id":"A59","pred":"mondo_id","subj":"T59","obj":"http://purl.obolibrary.org/obo/MONDO_0008449"},{"id":"A60","pred":"mondo_id","subj":"T59","obj":"http://purl.obolibrary.org/obo/MONDO_0018075"}],"text":"3.2 Characterization of an ATM binding site at the tip of SARS-CoV-2 spike protein\nWhen ATM molecules were merged with the SARS-CoV-2 spike protein, there was a very good fit for one particular pose at the tip of protein (Fig. 2 ). All other docking attempts on the NTD or the RBD of the spike protein were unsuccessful (Figure S2) as they did not satisfy the minimum cut-off values. Not surprisingly, their trajectories started destabilizing before 10 ns. In contrast, ATM #1 (coloured in yellow in Figure S2) remained bound to the spike protein throughout the simulation process (Fig. 3 ). Interestingly, a significant movement of the drug was observed from its docked pose to a stable MD pose (dock-to-MD transition), particularly during the first 10-ns of simulations (Figure S3). A stable complex association was then reached after 10 ns. Three amino acid residues, referred to as the “QFN triad”, exhibited significant conformational rearrangement during the binding process: Q-134, F-135 and N-137 (Fig. 3). The principal moves comprised a significant reorientation of the aromatic ring of F-135, from suboptimal stacking to stabilized T-shape CH-π interaction, and a concomitant retraction of the Q-134 side chain. Fluctuations during the 10 to 50 ns period did not affect the overall geometry of the complex, which converged to a mean energy of interaction of 92.4 ± 5.8 kJ.mol−1 as determined from triplicate MD simulations (Table S1). Schematically, the binding site is formed by two discontinuous regions of the protein, including the QFN triad with additional C-136, D-138, R-158 and S-161 residues (Fig. 4, Fig. 5 ). These seven amino acid residues accounted for almost 90% of the whole energy of interaction (Table S1 and Fig. 5).\nFig. 2 Molecular complex between the SARS-CoV-2 spike protein trimer and ATM. (a) Detailed view of ATM bound to the NTD tip of SARS-CoV-2 spike protein chain A, shown at two distinct magnifications and orientations (left and right panels). Note that the NTD tip displays a complementary landing surface for ATM (highlighted in red). The protein stretch 134-138, which contains the QFN triad, is highlighted in green. (b) The trimeric structure of the SARS-CoV-2 spike is represented in surface rendition with subunit (protein chain A, B and C) in cyan, yellow and purple, respectively. AMT (in red) is bound to the tip of the NTD domain of the A subunit (left panel). The ribbon structure of the cyan (chain A) subunit is shown in the right panel. (c) Above views of the spike-ATM complex. Note that the B and C subunits also display a fully accessible ATM binding site (red asterisk).\nFig. 3 Induced-fit conformational rearrangements during binding of ATM on the spike protein. (a) Docking of ATM on the spike protein (time = 0). ATM is in yellow spheres, and the protein segment 134-137 is in balls and sticks rendition. Three parts of the ATM molecule are marked with asterisks. The orientation of the side chains of residues 134-137 is shown under the complex. (b) ATM bound to the spike protein after MD simulations (time = 50 ns). Note that the complex has evolved according to a typical induced-fit mechanism. The asterisks on ATM help visualize its conformational changes. Reorientation of amino acid side chains is also clearly visible in the ATM-spike complex and in the isolated 134-137 fragment shown under the complex.\nFig. 4 Schematic of ATM interaction at the tip of the spike protein. Residues lining cavity under 3.5Å are shown. Hydrogen bonds and CH-π stacking interactions are indicated. Note that Q-134 (Gln-134) and S-161 (Ser-161) are linked by a hydrogen bond, which stabilizes the ATM-spike complex.\nFig. 5 Energy of interaction of spike protein-ATM and spike-GM1 complexes. Results are expressed by amino acid residue as mean ± SD of three distinct MD simulations (50 ns) with the same starting docking conditions. In the case of GM1, the simulations are done in presence of sphingomyelin and cholesterol to mimic a lipid raft plasma membrane domain. Each bar corresponds to a single amino acid residue, as indicated in the horizontal axis. Detailed values and statistics are shown in Table S1.\nThe complex was stabilized by hydrogen bonds, CH-π and van der Waals interactions distributed over the whole ATM molecule (Fig. 4)."}
LitCovid-PD-CLO
{"project":"LitCovid-PD-CLO","denotations":[{"id":"T131","span":{"begin":160,"end":161},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T132","span":{"begin":329,"end":331},"obj":"http://purl.obolibrary.org/obo/CLO_0008922"},{"id":"T133","span":{"begin":329,"end":331},"obj":"http://purl.obolibrary.org/obo/CLO_0050052"},{"id":"T134","span":{"begin":508,"end":510},"obj":"http://purl.obolibrary.org/obo/CLO_0008922"},{"id":"T135","span":{"begin":508,"end":510},"obj":"http://purl.obolibrary.org/obo/CLO_0050052"},{"id":"T136","span":{"begin":608,"end":609},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T137","span":{"begin":680,"end":681},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T138","span":{"begin":689,"end":691},"obj":"http://purl.obolibrary.org/obo/CLO_0007622"},{"id":"T139","span":{"begin":706,"end":708},"obj":"http://purl.obolibrary.org/obo/CLO_0007622"},{"id":"T140","span":{"begin":786,"end":787},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T141","span":{"begin":851,"end":870},"obj":"http://purl.obolibrary.org/obo/CHEBI_33708"},{"id":"T142","span":{"begin":851,"end":870},"obj":"http://purl.obolibrary.org/obo/PR_000036907"},{"id":"T143","span":{"begin":1046,"end":1047},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T144","span":{"begin":1174,"end":1175},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T145","span":{"begin":1338,"end":1339},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T146","span":{"begin":1420,"end":1422},"obj":"http://purl.obolibrary.org/obo/CLO_0007622"},{"id":"T147","span":{"begin":1442,"end":1444},"obj":"http://purl.obolibrary.org/obo/CLO_0050050"},{"id":"T148","span":{"begin":1644,"end":1663},"obj":"http://purl.obolibrary.org/obo/CHEBI_33708"},{"id":"T149","span":{"begin":1644,"end":1663},"obj":"http://purl.obolibrary.org/obo/PR_000036907"},{"id":"T150","span":{"begin":1731,"end":1733},"obj":"http://purl.obolibrary.org/obo/CLO_0050050"},{"id":"T151","span":{"begin":1826,"end":1827},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T152","span":{"begin":1905,"end":1906},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T153","span":{"begin":2018,"end":2019},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T154","span":{"begin":2165,"end":2166},"obj":"http://purl.obolibrary.org/obo/CLO_0001021"},{"id":"T155","span":{"begin":2279,"end":2280},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T156","span":{"begin":2282,"end":2283},"obj":"http://purl.obolibrary.org/obo/CLO_0001021"},{"id":"T157","span":{"begin":2391,"end":2392},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T158","span":{"begin":2455,"end":2456},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T159","span":{"begin":2551,"end":2552},"obj":"http://purl.obolibrary.org/obo/CLO_0001021"},{"id":"T160","span":{"begin":2581,"end":2582},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T161","span":{"begin":2727,"end":2728},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T162","span":{"begin":3013,"end":3014},"obj":"http://purl.obolibrary.org/obo/CLO_0001021"},{"id":"T163","span":{"begin":3053,"end":3055},"obj":"http://purl.obolibrary.org/obo/CLO_0007622"},{"id":"T164","span":{"begin":3106,"end":3109},"obj":"http://purl.obolibrary.org/obo/CLO_0051582"},{"id":"T165","span":{"begin":3131,"end":3132},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T166","span":{"begin":3464,"end":3470},"obj":"http://purl.obolibrary.org/obo/UBERON_0002553"},{"id":"T167","span":{"begin":3614,"end":3615},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T168","span":{"begin":3771,"end":3789},"obj":"http://purl.obolibrary.org/obo/CHEBI_33708"},{"id":"T169","span":{"begin":3771,"end":3789},"obj":"http://purl.obolibrary.org/obo/PR_000036907"},{"id":"T170","span":{"begin":3821,"end":3823},"obj":"http://purl.obolibrary.org/obo/CLO_0007622"},{"id":"T171","span":{"begin":3986,"end":3987},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T172","span":{"begin":3999,"end":4005},"obj":"http://purl.obolibrary.org/obo/UBERON_0001969"},{"id":"T173","span":{"begin":4006,"end":4014},"obj":"http://purl.obolibrary.org/obo/UBERON_0000158"},{"id":"T174","span":{"begin":4047,"end":4048},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T175","span":{"begin":4056,"end":4074},"obj":"http://purl.obolibrary.org/obo/CHEBI_33708"},{"id":"T176","span":{"begin":4056,"end":4074},"obj":"http://purl.obolibrary.org/obo/PR_000036907"},{"id":"T177","span":{"begin":4163,"end":4165},"obj":"http://purl.obolibrary.org/obo/CLO_0050050"}],"text":"3.2 Characterization of an ATM binding site at the tip of SARS-CoV-2 spike protein\nWhen ATM molecules were merged with the SARS-CoV-2 spike protein, there was a very good fit for one particular pose at the tip of protein (Fig. 2 ). All other docking attempts on the NTD or the RBD of the spike protein were unsuccessful (Figure S2) as they did not satisfy the minimum cut-off values. Not surprisingly, their trajectories started destabilizing before 10 ns. In contrast, ATM #1 (coloured in yellow in Figure S2) remained bound to the spike protein throughout the simulation process (Fig. 3 ). Interestingly, a significant movement of the drug was observed from its docked pose to a stable MD pose (dock-to-MD transition), particularly during the first 10-ns of simulations (Figure S3). A stable complex association was then reached after 10 ns. Three amino acid residues, referred to as the “QFN triad”, exhibited significant conformational rearrangement during the binding process: Q-134, F-135 and N-137 (Fig. 3). The principal moves comprised a significant reorientation of the aromatic ring of F-135, from suboptimal stacking to stabilized T-shape CH-π interaction, and a concomitant retraction of the Q-134 side chain. Fluctuations during the 10 to 50 ns period did not affect the overall geometry of the complex, which converged to a mean energy of interaction of 92.4 ± 5.8 kJ.mol−1 as determined from triplicate MD simulations (Table S1). Schematically, the binding site is formed by two discontinuous regions of the protein, including the QFN triad with additional C-136, D-138, R-158 and S-161 residues (Fig. 4, Fig. 5 ). These seven amino acid residues accounted for almost 90% of the whole energy of interaction (Table S1 and Fig. 5).\nFig. 2 Molecular complex between the SARS-CoV-2 spike protein trimer and ATM. (a) Detailed view of ATM bound to the NTD tip of SARS-CoV-2 spike protein chain A, shown at two distinct magnifications and orientations (left and right panels). Note that the NTD tip displays a complementary landing surface for ATM (highlighted in red). The protein stretch 134-138, which contains the QFN triad, is highlighted in green. (b) The trimeric structure of the SARS-CoV-2 spike is represented in surface rendition with subunit (protein chain A, B and C) in cyan, yellow and purple, respectively. AMT (in red) is bound to the tip of the NTD domain of the A subunit (left panel). The ribbon structure of the cyan (chain A) subunit is shown in the right panel. (c) Above views of the spike-ATM complex. Note that the B and C subunits also display a fully accessible ATM binding site (red asterisk).\nFig. 3 Induced-fit conformational rearrangements during binding of ATM on the spike protein. (a) Docking of ATM on the spike protein (time = 0). ATM is in yellow spheres, and the protein segment 134-137 is in balls and sticks rendition. Three parts of the ATM molecule are marked with asterisks. The orientation of the side chains of residues 134-137 is shown under the complex. (b) ATM bound to the spike protein after MD simulations (time = 50 ns). Note that the complex has evolved according to a typical induced-fit mechanism. The asterisks on ATM help visualize its conformational changes. Reorientation of amino acid side chains is also clearly visible in the ATM-spike complex and in the isolated 134-137 fragment shown under the complex.\nFig. 4 Schematic of ATM interaction at the tip of the spike protein. Residues lining cavity under 3.5Å are shown. Hydrogen bonds and CH-π stacking interactions are indicated. Note that Q-134 (Gln-134) and S-161 (Ser-161) are linked by a hydrogen bond, which stabilizes the ATM-spike complex.\nFig. 5 Energy of interaction of spike protein-ATM and spike-GM1 complexes. Results are expressed by amino acid residue as mean ± SD of three distinct MD simulations (50 ns) with the same starting docking conditions. In the case of GM1, the simulations are done in presence of sphingomyelin and cholesterol to mimic a lipid raft plasma membrane domain. Each bar corresponds to a single amino acid residue, as indicated in the horizontal axis. Detailed values and statistics are shown in Table S1.\nThe complex was stabilized by hydrogen bonds, CH-π and van der Waals interactions distributed over the whole ATM molecule (Fig. 4)."}
LitCovid-PD-CHEBI
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Characterization of an ATM binding site at the tip of SARS-CoV-2 spike protein\nWhen ATM molecules were merged with the SARS-CoV-2 spike protein, there was a very good fit for one particular pose at the tip of protein (Fig. 2 ). All other docking attempts on the NTD or the RBD of the spike protein were unsuccessful (Figure S2) as they did not satisfy the minimum cut-off values. Not surprisingly, their trajectories started destabilizing before 10 ns. In contrast, ATM #1 (coloured in yellow in Figure S2) remained bound to the spike protein throughout the simulation process (Fig. 3 ). Interestingly, a significant movement of the drug was observed from its docked pose to a stable MD pose (dock-to-MD transition), particularly during the first 10-ns of simulations (Figure S3). A stable complex association was then reached after 10 ns. Three amino acid residues, referred to as the “QFN triad”, exhibited significant conformational rearrangement during the binding process: Q-134, F-135 and N-137 (Fig. 3). The principal moves comprised a significant reorientation of the aromatic ring of F-135, from suboptimal stacking to stabilized T-shape CH-π interaction, and a concomitant retraction of the Q-134 side chain. Fluctuations during the 10 to 50 ns period did not affect the overall geometry of the complex, which converged to a mean energy of interaction of 92.4 ± 5.8 kJ.mol−1 as determined from triplicate MD simulations (Table S1). Schematically, the binding site is formed by two discontinuous regions of the protein, including the QFN triad with additional C-136, D-138, R-158 and S-161 residues (Fig. 4, Fig. 5 ). These seven amino acid residues accounted for almost 90% of the whole energy of interaction (Table S1 and Fig. 5).\nFig. 2 Molecular complex between the SARS-CoV-2 spike protein trimer and ATM. (a) Detailed view of ATM bound to the NTD tip of SARS-CoV-2 spike protein chain A, shown at two distinct magnifications and orientations (left and right panels). Note that the NTD tip displays a complementary landing surface for ATM (highlighted in red). The protein stretch 134-138, which contains the QFN triad, is highlighted in green. (b) The trimeric structure of the SARS-CoV-2 spike is represented in surface rendition with subunit (protein chain A, B and C) in cyan, yellow and purple, respectively. AMT (in red) is bound to the tip of the NTD domain of the A subunit (left panel). The ribbon structure of the cyan (chain A) subunit is shown in the right panel. (c) Above views of the spike-ATM complex. Note that the B and C subunits also display a fully accessible ATM binding site (red asterisk).\nFig. 3 Induced-fit conformational rearrangements during binding of ATM on the spike protein. (a) Docking of ATM on the spike protein (time = 0). ATM is in yellow spheres, and the protein segment 134-137 is in balls and sticks rendition. Three parts of the ATM molecule are marked with asterisks. The orientation of the side chains of residues 134-137 is shown under the complex. (b) ATM bound to the spike protein after MD simulations (time = 50 ns). Note that the complex has evolved according to a typical induced-fit mechanism. The asterisks on ATM help visualize its conformational changes. Reorientation of amino acid side chains is also clearly visible in the ATM-spike complex and in the isolated 134-137 fragment shown under the complex.\nFig. 4 Schematic of ATM interaction at the tip of the spike protein. Residues lining cavity under 3.5Å are shown. Hydrogen bonds and CH-π stacking interactions are indicated. Note that Q-134 (Gln-134) and S-161 (Ser-161) are linked by a hydrogen bond, which stabilizes the ATM-spike complex.\nFig. 5 Energy of interaction of spike protein-ATM and spike-GM1 complexes. Results are expressed by amino acid residue as mean ± SD of three distinct MD simulations (50 ns) with the same starting docking conditions. In the case of GM1, the simulations are done in presence of sphingomyelin and cholesterol to mimic a lipid raft plasma membrane domain. Each bar corresponds to a single amino acid residue, as indicated in the horizontal axis. Detailed values and statistics are shown in Table S1.\nThe complex was stabilized by hydrogen bonds, CH-π and van der Waals interactions distributed over the whole ATM molecule (Fig. 4)."}
LitCovid-PD-GlycoEpitope
{"project":"LitCovid-PD-GlycoEpitope","denotations":[{"id":"T16","span":{"begin":3731,"end":3734},"obj":"GlycoEpitope"},{"id":"T17","span":{"begin":3902,"end":3905},"obj":"GlycoEpitope"}],"attributes":[{"id":"A16","pred":"glyco_epitope_db_id","subj":"T16","obj":"http://www.glycoepitope.jp/epitopes/EP0050"},{"id":"A17","pred":"glyco_epitope_db_id","subj":"T17","obj":"http://www.glycoepitope.jp/epitopes/EP0050"}],"text":"3.2 Characterization of an ATM binding site at the tip of SARS-CoV-2 spike protein\nWhen ATM molecules were merged with the SARS-CoV-2 spike protein, there was a very good fit for one particular pose at the tip of protein (Fig. 2 ). All other docking attempts on the NTD or the RBD of the spike protein were unsuccessful (Figure S2) as they did not satisfy the minimum cut-off values. Not surprisingly, their trajectories started destabilizing before 10 ns. In contrast, ATM #1 (coloured in yellow in Figure S2) remained bound to the spike protein throughout the simulation process (Fig. 3 ). Interestingly, a significant movement of the drug was observed from its docked pose to a stable MD pose (dock-to-MD transition), particularly during the first 10-ns of simulations (Figure S3). A stable complex association was then reached after 10 ns. Three amino acid residues, referred to as the “QFN triad”, exhibited significant conformational rearrangement during the binding process: Q-134, F-135 and N-137 (Fig. 3). The principal moves comprised a significant reorientation of the aromatic ring of F-135, from suboptimal stacking to stabilized T-shape CH-π interaction, and a concomitant retraction of the Q-134 side chain. Fluctuations during the 10 to 50 ns period did not affect the overall geometry of the complex, which converged to a mean energy of interaction of 92.4 ± 5.8 kJ.mol−1 as determined from triplicate MD simulations (Table S1). Schematically, the binding site is formed by two discontinuous regions of the protein, including the QFN triad with additional C-136, D-138, R-158 and S-161 residues (Fig. 4, Fig. 5 ). These seven amino acid residues accounted for almost 90% of the whole energy of interaction (Table S1 and Fig. 5).\nFig. 2 Molecular complex between the SARS-CoV-2 spike protein trimer and ATM. (a) Detailed view of ATM bound to the NTD tip of SARS-CoV-2 spike protein chain A, shown at two distinct magnifications and orientations (left and right panels). Note that the NTD tip displays a complementary landing surface for ATM (highlighted in red). The protein stretch 134-138, which contains the QFN triad, is highlighted in green. (b) The trimeric structure of the SARS-CoV-2 spike is represented in surface rendition with subunit (protein chain A, B and C) in cyan, yellow and purple, respectively. AMT (in red) is bound to the tip of the NTD domain of the A subunit (left panel). The ribbon structure of the cyan (chain A) subunit is shown in the right panel. (c) Above views of the spike-ATM complex. Note that the B and C subunits also display a fully accessible ATM binding site (red asterisk).\nFig. 3 Induced-fit conformational rearrangements during binding of ATM on the spike protein. (a) Docking of ATM on the spike protein (time = 0). ATM is in yellow spheres, and the protein segment 134-137 is in balls and sticks rendition. Three parts of the ATM molecule are marked with asterisks. The orientation of the side chains of residues 134-137 is shown under the complex. (b) ATM bound to the spike protein after MD simulations (time = 50 ns). Note that the complex has evolved according to a typical induced-fit mechanism. The asterisks on ATM help visualize its conformational changes. Reorientation of amino acid side chains is also clearly visible in the ATM-spike complex and in the isolated 134-137 fragment shown under the complex.\nFig. 4 Schematic of ATM interaction at the tip of the spike protein. Residues lining cavity under 3.5Å are shown. Hydrogen bonds and CH-π stacking interactions are indicated. Note that Q-134 (Gln-134) and S-161 (Ser-161) are linked by a hydrogen bond, which stabilizes the ATM-spike complex.\nFig. 5 Energy of interaction of spike protein-ATM and spike-GM1 complexes. Results are expressed by amino acid residue as mean ± SD of three distinct MD simulations (50 ns) with the same starting docking conditions. In the case of GM1, the simulations are done in presence of sphingomyelin and cholesterol to mimic a lipid raft plasma membrane domain. Each bar corresponds to a single amino acid residue, as indicated in the horizontal axis. Detailed values and statistics are shown in Table S1.\nThe complex was stabilized by hydrogen bonds, CH-π and van der Waals interactions distributed over the whole ATM molecule (Fig. 4)."}
LitCovid-sentences
{"project":"LitCovid-sentences","denotations":[{"id":"T97","span":{"begin":0,"end":83},"obj":"Sentence"},{"id":"T98","span":{"begin":84,"end":232},"obj":"Sentence"},{"id":"T99","span":{"begin":233,"end":384},"obj":"Sentence"},{"id":"T100","span":{"begin":385,"end":457},"obj":"Sentence"},{"id":"T101","span":{"begin":458,"end":592},"obj":"Sentence"},{"id":"T102","span":{"begin":593,"end":785},"obj":"Sentence"},{"id":"T103","span":{"begin":786,"end":844},"obj":"Sentence"},{"id":"T104","span":{"begin":845,"end":1015},"obj":"Sentence"},{"id":"T105","span":{"begin":1016,"end":1223},"obj":"Sentence"},{"id":"T106","span":{"begin":1224,"end":1446},"obj":"Sentence"},{"id":"T107","span":{"begin":1447,"end":1631},"obj":"Sentence"},{"id":"T108","span":{"begin":1632,"end":1746},"obj":"Sentence"},{"id":"T109","span":{"begin":1747,"end":1986},"obj":"Sentence"},{"id":"T110","span":{"begin":1987,"end":2079},"obj":"Sentence"},{"id":"T111","span":{"begin":2080,"end":2332},"obj":"Sentence"},{"id":"T112","span":{"begin":2333,"end":2414},"obj":"Sentence"},{"id":"T113","span":{"begin":2415,"end":2536},"obj":"Sentence"},{"id":"T114","span":{"begin":2537,"end":2632},"obj":"Sentence"},{"id":"T115","span":{"begin":2633,"end":2777},"obj":"Sentence"},{"id":"T116","span":{"begin":2778,"end":2869},"obj":"Sentence"},{"id":"T117","span":{"begin":2870,"end":2928},"obj":"Sentence"},{"id":"T118","span":{"begin":2929,"end":3083},"obj":"Sentence"},{"id":"T119","span":{"begin":3084,"end":3163},"obj":"Sentence"},{"id":"T120","span":{"begin":3164,"end":3227},"obj":"Sentence"},{"id":"T121","span":{"begin":3228,"end":3378},"obj":"Sentence"},{"id":"T122","span":{"begin":3379,"end":3447},"obj":"Sentence"},{"id":"T123","span":{"begin":3448,"end":3492},"obj":"Sentence"},{"id":"T124","span":{"begin":3493,"end":3553},"obj":"Sentence"},{"id":"T125","span":{"begin":3554,"end":3670},"obj":"Sentence"},{"id":"T126","span":{"begin":3671,"end":3745},"obj":"Sentence"},{"id":"T127","span":{"begin":3746,"end":3886},"obj":"Sentence"},{"id":"T128","span":{"begin":3887,"end":4022},"obj":"Sentence"},{"id":"T129","span":{"begin":4023,"end":4112},"obj":"Sentence"},{"id":"T130","span":{"begin":4113,"end":4166},"obj":"Sentence"},{"id":"T131","span":{"begin":4167,"end":4298},"obj":"Sentence"}],"namespaces":[{"prefix":"_base","uri":"http://pubannotation.org/ontology/tao.owl#"}],"text":"3.2 Characterization of an ATM binding site at the tip of SARS-CoV-2 spike protein\nWhen ATM molecules were merged with the SARS-CoV-2 spike protein, there was a very good fit for one particular pose at the tip of protein (Fig. 2 ). All other docking attempts on the NTD or the RBD of the spike protein were unsuccessful (Figure S2) as they did not satisfy the minimum cut-off values. Not surprisingly, their trajectories started destabilizing before 10 ns. In contrast, ATM #1 (coloured in yellow in Figure S2) remained bound to the spike protein throughout the simulation process (Fig. 3 ). Interestingly, a significant movement of the drug was observed from its docked pose to a stable MD pose (dock-to-MD transition), particularly during the first 10-ns of simulations (Figure S3). A stable complex association was then reached after 10 ns. Three amino acid residues, referred to as the “QFN triad”, exhibited significant conformational rearrangement during the binding process: Q-134, F-135 and N-137 (Fig. 3). The principal moves comprised a significant reorientation of the aromatic ring of F-135, from suboptimal stacking to stabilized T-shape CH-π interaction, and a concomitant retraction of the Q-134 side chain. Fluctuations during the 10 to 50 ns period did not affect the overall geometry of the complex, which converged to a mean energy of interaction of 92.4 ± 5.8 kJ.mol−1 as determined from triplicate MD simulations (Table S1). Schematically, the binding site is formed by two discontinuous regions of the protein, including the QFN triad with additional C-136, D-138, R-158 and S-161 residues (Fig. 4, Fig. 5 ). These seven amino acid residues accounted for almost 90% of the whole energy of interaction (Table S1 and Fig. 5).\nFig. 2 Molecular complex between the SARS-CoV-2 spike protein trimer and ATM. (a) Detailed view of ATM bound to the NTD tip of SARS-CoV-2 spike protein chain A, shown at two distinct magnifications and orientations (left and right panels). Note that the NTD tip displays a complementary landing surface for ATM (highlighted in red). The protein stretch 134-138, which contains the QFN triad, is highlighted in green. (b) The trimeric structure of the SARS-CoV-2 spike is represented in surface rendition with subunit (protein chain A, B and C) in cyan, yellow and purple, respectively. AMT (in red) is bound to the tip of the NTD domain of the A subunit (left panel). The ribbon structure of the cyan (chain A) subunit is shown in the right panel. (c) Above views of the spike-ATM complex. Note that the B and C subunits also display a fully accessible ATM binding site (red asterisk).\nFig. 3 Induced-fit conformational rearrangements during binding of ATM on the spike protein. (a) Docking of ATM on the spike protein (time = 0). ATM is in yellow spheres, and the protein segment 134-137 is in balls and sticks rendition. Three parts of the ATM molecule are marked with asterisks. The orientation of the side chains of residues 134-137 is shown under the complex. (b) ATM bound to the spike protein after MD simulations (time = 50 ns). Note that the complex has evolved according to a typical induced-fit mechanism. The asterisks on ATM help visualize its conformational changes. Reorientation of amino acid side chains is also clearly visible in the ATM-spike complex and in the isolated 134-137 fragment shown under the complex.\nFig. 4 Schematic of ATM interaction at the tip of the spike protein. Residues lining cavity under 3.5Å are shown. Hydrogen bonds and CH-π stacking interactions are indicated. Note that Q-134 (Gln-134) and S-161 (Ser-161) are linked by a hydrogen bond, which stabilizes the ATM-spike complex.\nFig. 5 Energy of interaction of spike protein-ATM and spike-GM1 complexes. Results are expressed by amino acid residue as mean ± SD of three distinct MD simulations (50 ns) with the same starting docking conditions. In the case of GM1, the simulations are done in presence of sphingomyelin and cholesterol to mimic a lipid raft plasma membrane domain. Each bar corresponds to a single amino acid residue, as indicated in the horizontal axis. Detailed values and statistics are shown in Table S1.\nThe complex was stabilized by hydrogen bonds, CH-π and van der Waals interactions distributed over the whole ATM molecule (Fig. 4)."}
LitCovid-PubTator
{"project":"LitCovid-PubTator","denotations":[{"id":"368","span":{"begin":70,"end":75},"obj":"Gene"},{"id":"369","span":{"begin":59,"end":69},"obj":"Species"},{"id":"379","span":{"begin":1885,"end":1890},"obj":"Gene"},{"id":"380","span":{"begin":2518,"end":2523},"obj":"Gene"},{"id":"381","span":{"begin":1795,"end":1800},"obj":"Gene"},{"id":"382","span":{"begin":2551,"end":2558},"obj":"Gene"},{"id":"383","span":{"begin":2209,"end":2214},"obj":"Gene"},{"id":"384","span":{"begin":2282,"end":2289},"obj":"Gene"},{"id":"385","span":{"begin":1784,"end":1794},"obj":"Species"},{"id":"386","span":{"begin":1874,"end":1884},"obj":"Species"},{"id":"387","span":{"begin":2198,"end":2208},"obj":"Species"},{"id":"392","span":{"begin":2711,"end":2716},"obj":"Gene"},{"id":"393","span":{"begin":2752,"end":2757},"obj":"Gene"},{"id":"394","span":{"begin":3033,"end":3038},"obj":"Gene"},{"id":"395","span":{"begin":3303,"end":3308},"obj":"Gene"},{"id":"402","span":{"begin":3433,"end":3438},"obj":"Gene"},{"id":"403","span":{"begin":3656,"end":3661},"obj":"Gene"},{"id":"404","span":{"begin":3493,"end":3501},"obj":"Chemical"},{"id":"405","span":{"begin":3571,"end":3574},"obj":"Chemical"},{"id":"406","span":{"begin":3591,"end":3594},"obj":"Chemical"},{"id":"407","span":{"begin":3616,"end":3624},"obj":"Chemical"},{"id":"414","span":{"begin":3703,"end":3708},"obj":"Gene"},{"id":"415","span":{"begin":3725,"end":3730},"obj":"Gene"},{"id":"416","span":{"begin":3902,"end":3905},"obj":"Chemical"},{"id":"417","span":{"begin":3947,"end":3960},"obj":"Chemical"},{"id":"418","span":{"begin":3965,"end":3976},"obj":"Chemical"},{"id":"419","span":{"begin":3988,"end":3993},"obj":"Chemical"},{"id":"427","span":{"begin":135,"end":140},"obj":"Gene"},{"id":"428","span":{"begin":289,"end":294},"obj":"Gene"},{"id":"429","span":{"begin":534,"end":539},"obj":"Gene"},{"id":"430","span":{"begin":124,"end":134},"obj":"Species"},{"id":"431","span":{"begin":892,"end":895},"obj":"Chemical"},{"id":"432","span":{"begin":1000,"end":1001},"obj":"Chemical"},{"id":"433","span":{"begin":1574,"end":1575},"obj":"Chemical"},{"id":"435","span":{"begin":4197,"end":4205},"obj":"Chemical"}],"attributes":[{"id":"A368","pred":"tao:has_database_id","subj":"368","obj":"Gene:43740568"},{"id":"A369","pred":"tao:has_database_id","subj":"369","obj":"Tax:2697049"},{"id":"A379","pred":"tao:has_database_id","subj":"379","obj":"Gene:43740568"},{"id":"A380","pred":"tao:has_database_id","subj":"380","obj":"Gene:43740568"},{"id":"A381","pred":"tao:has_database_id","subj":"381","obj":"Gene:43740568"},{"id":"A383","pred":"tao:has_database_id","subj":"383","obj":"Gene:43740568"},{"id":"A385","pred":"tao:has_database_id","subj":"385","obj":"Tax:2697049"},{"id":"A386","pred":"tao:has_database_id","subj":"386","obj":"Tax:2697049"},{"id":"A387","pred":"tao:has_database_id","subj":"387","obj":"Tax:2697049"},{"id":"A392","pred":"tao:has_database_id","subj":"392","obj":"Gene:43740568"},{"id":"A393","pred":"tao:has_database_id","subj":"393","obj":"Gene:43740568"},{"id":"A394","pred":"tao:has_database_id","subj":"394","obj":"Gene:43740568"},{"id":"A395","pred":"tao:has_database_id","subj":"395","obj":"Gene:43740568"},{"id":"A402","pred":"tao:has_database_id","subj":"402","obj":"Gene:43740568"},{"id":"A403","pred":"tao:has_database_id","subj":"403","obj":"Gene:43740568"},{"id":"A404","pred":"tao:has_database_id","subj":"404","obj":"MESH:D006859"},{"id":"A405","pred":"tao:has_database_id","subj":"405","obj":"MESH:D005973"},{"id":"A406","pred":"tao:has_database_id","subj":"406","obj":"MESH:D012694"},{"id":"A407","pred":"tao:has_database_id","subj":"407","obj":"MESH:D006859"},{"id":"A414","pred":"tao:has_database_id","subj":"414","obj":"Gene:43740568"},{"id":"A415","pred":"tao:has_database_id","subj":"415","obj":"Gene:43740568"},{"id":"A416","pred":"tao:has_database_id","subj":"416","obj":"MESH:D005677"},{"id":"A417","pred":"tao:has_database_id","subj":"417","obj":"MESH:D013109"},{"id":"A418","pred":"tao:has_database_id","subj":"418","obj":"MESH:D002784"},{"id":"A419","pred":"tao:has_database_id","subj":"419","obj":"MESH:D008055"},{"id":"A427","pred":"tao:has_database_id","subj":"427","obj":"Gene:43740568"},{"id":"A428","pred":"tao:has_database_id","subj":"428","obj":"Gene:43740568"},{"id":"A429","pred":"tao:has_database_id","subj":"429","obj":"Gene:43740568"},{"id":"A430","pred":"tao:has_database_id","subj":"430","obj":"Tax:2697049"},{"id":"A432","pred":"tao:has_database_id","subj":"432","obj":"MESH:D009584"},{"id":"A433","pred":"tao:has_database_id","subj":"433","obj":"MESH:D002244"},{"id":"A435","pred":"tao:has_database_id","subj":"435","obj":"MESH:D006859"}],"namespaces":[{"prefix":"Tax","uri":"https://www.ncbi.nlm.nih.gov/taxonomy/"},{"prefix":"MESH","uri":"https://id.nlm.nih.gov/mesh/"},{"prefix":"Gene","uri":"https://www.ncbi.nlm.nih.gov/gene/"},{"prefix":"CVCL","uri":"https://web.expasy.org/cellosaurus/CVCL_"}],"text":"3.2 Characterization of an ATM binding site at the tip of SARS-CoV-2 spike protein\nWhen ATM molecules were merged with the SARS-CoV-2 spike protein, there was a very good fit for one particular pose at the tip of protein (Fig. 2 ). All other docking attempts on the NTD or the RBD of the spike protein were unsuccessful (Figure S2) as they did not satisfy the minimum cut-off values. Not surprisingly, their trajectories started destabilizing before 10 ns. In contrast, ATM #1 (coloured in yellow in Figure S2) remained bound to the spike protein throughout the simulation process (Fig. 3 ). Interestingly, a significant movement of the drug was observed from its docked pose to a stable MD pose (dock-to-MD transition), particularly during the first 10-ns of simulations (Figure S3). A stable complex association was then reached after 10 ns. Three amino acid residues, referred to as the “QFN triad”, exhibited significant conformational rearrangement during the binding process: Q-134, F-135 and N-137 (Fig. 3). The principal moves comprised a significant reorientation of the aromatic ring of F-135, from suboptimal stacking to stabilized T-shape CH-π interaction, and a concomitant retraction of the Q-134 side chain. Fluctuations during the 10 to 50 ns period did not affect the overall geometry of the complex, which converged to a mean energy of interaction of 92.4 ± 5.8 kJ.mol−1 as determined from triplicate MD simulations (Table S1). Schematically, the binding site is formed by two discontinuous regions of the protein, including the QFN triad with additional C-136, D-138, R-158 and S-161 residues (Fig. 4, Fig. 5 ). These seven amino acid residues accounted for almost 90% of the whole energy of interaction (Table S1 and Fig. 5).\nFig. 2 Molecular complex between the SARS-CoV-2 spike protein trimer and ATM. (a) Detailed view of ATM bound to the NTD tip of SARS-CoV-2 spike protein chain A, shown at two distinct magnifications and orientations (left and right panels). Note that the NTD tip displays a complementary landing surface for ATM (highlighted in red). The protein stretch 134-138, which contains the QFN triad, is highlighted in green. (b) The trimeric structure of the SARS-CoV-2 spike is represented in surface rendition with subunit (protein chain A, B and C) in cyan, yellow and purple, respectively. AMT (in red) is bound to the tip of the NTD domain of the A subunit (left panel). The ribbon structure of the cyan (chain A) subunit is shown in the right panel. (c) Above views of the spike-ATM complex. Note that the B and C subunits also display a fully accessible ATM binding site (red asterisk).\nFig. 3 Induced-fit conformational rearrangements during binding of ATM on the spike protein. (a) Docking of ATM on the spike protein (time = 0). ATM is in yellow spheres, and the protein segment 134-137 is in balls and sticks rendition. Three parts of the ATM molecule are marked with asterisks. The orientation of the side chains of residues 134-137 is shown under the complex. (b) ATM bound to the spike protein after MD simulations (time = 50 ns). Note that the complex has evolved according to a typical induced-fit mechanism. The asterisks on ATM help visualize its conformational changes. Reorientation of amino acid side chains is also clearly visible in the ATM-spike complex and in the isolated 134-137 fragment shown under the complex.\nFig. 4 Schematic of ATM interaction at the tip of the spike protein. Residues lining cavity under 3.5Å are shown. Hydrogen bonds and CH-π stacking interactions are indicated. Note that Q-134 (Gln-134) and S-161 (Ser-161) are linked by a hydrogen bond, which stabilizes the ATM-spike complex.\nFig. 5 Energy of interaction of spike protein-ATM and spike-GM1 complexes. Results are expressed by amino acid residue as mean ± SD of three distinct MD simulations (50 ns) with the same starting docking conditions. In the case of GM1, the simulations are done in presence of sphingomyelin and cholesterol to mimic a lipid raft plasma membrane domain. Each bar corresponds to a single amino acid residue, as indicated in the horizontal axis. Detailed values and statistics are shown in Table S1.\nThe complex was stabilized by hydrogen bonds, CH-π and van der Waals interactions distributed over the whole ATM molecule (Fig. 4)."}