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For: Moult J, Fidelis K, Kryshtafovych A, Schwede T, Tramontano A. Critical assessment of methods of protein structure prediction (CASP)--round x. Proteins 2014;82 Suppl 2:1-6. [PMID: 24344053 PMCID: PMC4394854 DOI: 10.1002/prot.24452] [Citation(s) in RCA: 312] [Impact Index Per Article: 28.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2013] [Accepted: 10/21/2013] [Indexed: 12/28/2022]
Number Cited by Other Article(s)
1
Zheng W, Wuyun Q, Li Y, Liu Q, Zhou X, Peng C, Zhu Y, Freddolino L, Zhang Y. Deep-learning-based single-domain and multidomain protein structure prediction with D-I-TASSER. Nat Biotechnol 2025:10.1038/s41587-025-02654-4. [PMID: 40410405 DOI: 10.1038/s41587-025-02654-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2024] [Accepted: 03/26/2025] [Indexed: 05/25/2025]
2
Jones MS, Khanna S, Ferguson AL. FlowBack: A Generalized Flow-Matching Approach for Biomolecular Backmapping. J Chem Inf Model 2025;65:672-692. [PMID: 39772562 DOI: 10.1021/acs.jcim.4c02046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2025]
3
Basu S, Kurgan L. Taxonomy-specific assessment of intrinsic disorder predictions at residue and region levels in higher eukaryotes, protists, archaea, bacteria and viruses. Comput Struct Biotechnol J 2024;23:1968-1977. [PMID: 38765610 PMCID: PMC11098722 DOI: 10.1016/j.csbj.2024.04.059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 04/23/2024] [Accepted: 04/24/2024] [Indexed: 05/22/2024]  Open
4
Ryan-Phillips F, Henehan L, Ramdas S, Palace J, Beeson D, Dong YY. Assessing the Utility of ColabFold and AlphaMissense in Determining Missense Variant Pathogenicity for Congenital Myasthenic Syndromes. Biomedicines 2024;12:2549. [PMID: 39595115 PMCID: PMC11592069 DOI: 10.3390/biomedicines12112549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2024] [Revised: 10/23/2024] [Accepted: 10/25/2024] [Indexed: 11/28/2024]  Open
5
Sui J, Chen J, Chen Y, Iwamori N, Sun J. GASIDN: identification of sub-Golgi proteins with multi-scale feature fusion. BMC Genomics 2024;25:1019. [PMID: 39478465 PMCID: PMC11526662 DOI: 10.1186/s12864-024-10954-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2024] [Accepted: 10/24/2024] [Indexed: 11/02/2024]  Open
6
De Salis SKF, Chen JZ, Skarratt KK, Fuller SJ, Balle T. Deep learning structural insights into heterotrimeric alternatively spliced P2X7 receptors. Purinergic Signal 2024;20:431-447. [PMID: 38032425 PMCID: PMC11928719 DOI: 10.1007/s11302-023-09978-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Accepted: 10/31/2023] [Indexed: 12/01/2023]  Open
7
Abbas MKG, Rassam A, Karamshahi F, Abunora R, Abouseada M. The Role of AI in Drug Discovery. Chembiochem 2024;25:e202300816. [PMID: 38735845 DOI: 10.1002/cbic.202300816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Revised: 05/09/2024] [Accepted: 05/10/2024] [Indexed: 05/14/2024]
8
Xiao N, Yang W, Wang J, Li J, Zhao R, Li M, Li C, Liu K, Li Y, Yin C, Chen Z, Li X, Jiang Y. Protein structuromics: A new method for protein structure-function crosstalk in glioma. Proteins 2024;92:24-36. [PMID: 37497743 DOI: 10.1002/prot.26555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2023] [Revised: 06/16/2023] [Accepted: 07/04/2023] [Indexed: 07/28/2023]
9
Zheng W, Wuyun Q, Freddolino PL, Zhang Y. Integrating deep learning, threading alignments, and a multi-MSA strategy for high-quality protein monomer and complex structure prediction in CASP15. Proteins 2023;91:1684-1703. [PMID: 37650367 PMCID: PMC10840719 DOI: 10.1002/prot.26585] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 08/04/2023] [Accepted: 08/14/2023] [Indexed: 09/01/2023]
10
Jones MS, Shmilovich K, Ferguson AL. DiAMoNDBack: Diffusion-Denoising Autoregressive Model for Non-Deterministic Backmapping of Cα Protein Traces. J Chem Theory Comput 2023;19:7908-7923. [PMID: 37906711 DOI: 10.1021/acs.jctc.3c00840] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2023]
11
Sui J, Chen J, Chen Y, Iwamori N, Sun J. Identification of plant vacuole proteins by using graph neural network and contact maps. BMC Bioinformatics 2023;24:357. [PMID: 37740195 PMCID: PMC10517492 DOI: 10.1186/s12859-023-05475-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Accepted: 09/12/2023] [Indexed: 09/24/2023]  Open
12
Zaman AB, Inan TT, De Jong K, Shehu A. Adaptive Stochastic Optimization to Improve Protein Conformation Sampling. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2023;20:2759-2771. [PMID: 34882562 DOI: 10.1109/tcbb.2021.3134103] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
13
Kiran A, Altaf A, Sarwar M, Malik A, Maqbool T, Ali Q. Phytochemical profiling and cytotoxic potential of Arnebia nobilis root extracts against hepatocellular carcinoma using in-vitro and in-silico approaches. Sci Rep 2023;13:11376. [PMID: 37452082 PMCID: PMC10349071 DOI: 10.1038/s41598-023-38517-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 07/10/2023] [Indexed: 07/18/2023]  Open
14
Maghsoud Y, Dong C, Cisneros GA. Investigation of the Inhibition Mechanism of Xanthine Oxidoreductase by Oxipurinol: A Computational Study. J Chem Inf Model 2023;63:4190-4206. [PMID: 37319436 PMCID: PMC10405278 DOI: 10.1021/acs.jcim.3c00624] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
15
Qureshi R, Irfan M, Gondal TM, Khan S, Wu J, Hadi MU, Heymach J, Le X, Yan H, Alam T. AI in drug discovery and its clinical relevance. Heliyon 2023;9:e17575. [PMID: 37396052 PMCID: PMC10302550 DOI: 10.1016/j.heliyon.2023.e17575] [Citation(s) in RCA: 78] [Impact Index Per Article: 39.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 06/17/2023] [Accepted: 06/21/2023] [Indexed: 07/04/2023]  Open
16
Xiao N, Ma H, Gao H, Yang J, Tong D, Gan D, Yang J, Li C, Liu K, Li Y, Chen Z, Yin C, Li X, Wang H. Structure-function crosstalk in liver cancer research: Protein structuromics. Int J Biol Macromol 2023:125291. [PMID: 37315670 DOI: 10.1016/j.ijbiomac.2023.125291] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 06/04/2023] [Accepted: 06/07/2023] [Indexed: 06/16/2023]
17
Maghsoud Y, Dong C, Cisneros GA. Computational Characterization of the Inhibition Mechanism of Xanthine Oxidoreductase by Topiroxostat. ACS Catal 2023;13:6023-6043. [PMID: 37547543 PMCID: PMC10399974 DOI: 10.1021/acscatal.3c01245] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/08/2023]
18
Li S, Yuan L, Ma Y, Liu Y. WG-ICRN: Protein 8-state secondary structure prediction based on Wasserstein generative adversarial networks and residual networks with Inception modules. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2023;20:7721-7737. [PMID: 37161169 DOI: 10.3934/mbe.2023333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
19
Yuan L, Ma Y, Liu Y. Ensemble deep learning models for protein secondary structure prediction using bidirectional temporal convolution and bidirectional long short-term memory. Front Bioeng Biotechnol 2023;11:1051268. [PMID: 36860882 PMCID: PMC9968878 DOI: 10.3389/fbioe.2023.1051268] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 02/03/2023] [Indexed: 02/16/2023]  Open
20
Sykes J, Holland BR, Charleston MA. A review of visualisations of protein fold networks and their relationship with sequence and function. Biol Rev Camb Philos Soc 2023;98:243-262. [PMID: 36210328 PMCID: PMC10092621 DOI: 10.1111/brv.12905] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 09/08/2022] [Accepted: 09/09/2022] [Indexed: 01/12/2023]
21
Bhattacharya S, Roche R, Shuvo MH, Moussad B, Bhattacharya D. Contact-Assisted Threading in Low-Homology Protein Modeling. Methods Mol Biol 2023;2627:41-59. [PMID: 36959441 DOI: 10.1007/978-1-0716-2974-1_3] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/25/2023]
22
Yuan L, Ma Y, Liu Y. Protein secondary structure prediction based on Wasserstein generative adversarial networks and temporal convolutional networks with convolutional block attention modules. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2023;20:2203-2218. [PMID: 36899529 DOI: 10.3934/mbe.2023102] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
23
Bartuzi D, Kaczor AA, Matosiuk D. Illuminating the "Twilight Zone": Advances in Difficult Protein Modeling. Methods Mol Biol 2023;2627:25-40. [PMID: 36959440 DOI: 10.1007/978-1-0716-2974-1_2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/25/2023]
24
Ślusarz R, Lubecka EA, Czaplewski C, Liwo A. Improvements and new functionalities of UNRES server for coarse-grained modeling of protein structure, dynamics, and interactions. Front Mol Biosci 2022;9:1071428. [PMID: 36589235 PMCID: PMC9794589 DOI: 10.3389/fmolb.2022.1071428] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Accepted: 11/29/2022] [Indexed: 12/15/2022]  Open
25
Yuan L, Hu X, Ma Y, Liu Y. DLBLS_SS: protein secondary structure prediction using deep learning and broad learning system. RSC Adv 2022;12:33479-33487. [PMID: 36505696 PMCID: PMC9682407 DOI: 10.1039/d2ra06433b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 11/16/2022] [Indexed: 11/24/2022]  Open
26
Sinha S, Tam B, Wang SM. Applications of Molecular Dynamics Simulation in Protein Study. MEMBRANES 2022;12:844. [PMID: 36135863 PMCID: PMC9505860 DOI: 10.3390/membranes12090844] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Revised: 08/24/2022] [Accepted: 08/25/2022] [Indexed: 05/29/2023]
27
Protein structure prediction based on particle swarm optimization and tabu search strategy. BMC Bioinformatics 2022;23:352. [PMID: 35999491 PMCID: PMC9396775 DOI: 10.1186/s12859-022-04888-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 08/10/2022] [Indexed: 11/10/2022]  Open
28
Bitton M, Keasar C. Estimation of model accuracy by a unique set of features and tree-based regressor. Sci Rep 2022;12:14074. [PMID: 35982086 PMCID: PMC9388490 DOI: 10.1038/s41598-022-17097-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 07/20/2022] [Indexed: 11/26/2022]  Open
29
Balkenhol J, Bencurova E, Gupta SK, Schmidt H, Heinekamp T, Brakhage A, Pottikkadavath A, Dandekar T. Prediction and validation of host-pathogen interactions by a versatile inference approach using Aspergillus fumigatus as a case study. Comput Struct Biotechnol J 2022;20:4225-4237. [PMID: 36051885 PMCID: PMC9399266 DOI: 10.1016/j.csbj.2022.07.050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Revised: 07/29/2022] [Accepted: 07/29/2022] [Indexed: 11/03/2022]  Open
30
Jin X, Guo L, Jiang Q, Wu N, Yao S. Prediction of protein secondary structure based on an improved channel attention and multiscale convolution module. Front Bioeng Biotechnol 2022;10:901018. [PMID: 35935483 PMCID: PMC9355137 DOI: 10.3389/fbioe.2022.901018] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 06/28/2022] [Indexed: 11/13/2022]  Open
31
Monroe L, Kihara D. Using steered molecular dynamic tension for assessing quality of computational protein structure models. J Comput Chem 2022;43:1140-1150. [PMID: 35475517 PMCID: PMC9133218 DOI: 10.1002/jcc.26876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 02/16/2022] [Accepted: 04/15/2022] [Indexed: 11/12/2022]
32
Marcu ŞB, Tăbîrcă S, Tangney M. An Overview of Alphafold's Breakthrough. Front Artif Intell 2022;5:875587. [PMID: 35757294 PMCID: PMC9218062 DOI: 10.3389/frai.2022.875587] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Accepted: 05/02/2022] [Indexed: 11/13/2022]  Open
33
Sykes J, Holland B, Charleston M. Unattained Geometric Configurations of Secondary Structure Elements in Protein Structural Space. J Struct Biol 2022;214:107870. [DOI: 10.1016/j.jsb.2022.107870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2021] [Revised: 05/14/2022] [Accepted: 05/17/2022] [Indexed: 11/30/2022]
34
Akhter N, Kabir KL, Chennupati G, Vangara R, Alexandrov BS, Djidjev H, Shehu A. Improved Protein Decoy Selection via Non-Negative Matrix Factorization. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2022;19:1670-1682. [PMID: 33400654 DOI: 10.1109/tcbb.2020.3049088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
35
Gu J, Zhang T, Wu C, Liang Y, Shi X. Refined Contact Map Prediction of Peptides Based on GCN and ResNet. Front Genet 2022;13:859626. [PMID: 35571037 PMCID: PMC9092020 DOI: 10.3389/fgene.2022.859626] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Accepted: 03/23/2022] [Indexed: 11/13/2022]  Open
36
Schleif R, Espinosa M. Where to From Here? Front Mol Biosci 2022;9:848444. [PMID: 35402507 PMCID: PMC8990317 DOI: 10.3389/fmolb.2022.848444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 02/25/2022] [Indexed: 11/13/2022]  Open
37
Enireddy V, Karthikeyan C, Babu DV. OneHotEncoding and LSTM-based deep learning models for protein secondary structure prediction. Soft comput 2022. [DOI: 10.1007/s00500-022-06783-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
38
Cheng J, Xu Y, Zhao Y. Prediction of protein secondary structure based on deep residual convolutional neural network. BIOTECHNOL BIOTEC EQ 2022. [DOI: 10.1080/13102818.2022.2026815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]  Open
39
Kaushik R, Zhang KYJ. ProFitFun: a protein tertiary structure fitness function for quantifying the accuracies of model structures. Bioinformatics 2022;38:369-376. [PMID: 34542606 DOI: 10.1093/bioinformatics/btab666] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 09/06/2021] [Accepted: 09/16/2021] [Indexed: 02/03/2023]  Open
40
Zheng W, Li Y, Zhang C, Zhou X, Pearce R, Bell EW, Huang X, Zhang Y. Protein structure prediction using deep learning distance and hydrogen-bonding restraints in CASP14. Proteins 2021;89:1734-1751. [PMID: 34331351 PMCID: PMC8616857 DOI: 10.1002/prot.26193] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 07/06/2021] [Accepted: 07/22/2021] [Indexed: 11/10/2022]
41
Mokhtari DA, Appel MJ, Fordyce PM, Herschlag D. High throughput and quantitative enzymology in the genomic era. Curr Opin Struct Biol 2021;71:259-273. [PMID: 34592682 PMCID: PMC8648990 DOI: 10.1016/j.sbi.2021.07.010] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Accepted: 07/23/2021] [Indexed: 12/28/2022]
42
Wang W, Wang J, Li Z, Xu D, Shang Y. MUfoldQA_G: High-accuracy protein model QA via retraining and transformation. Comput Struct Biotechnol J 2021;19:6282-6290. [PMID: 34900138 PMCID: PMC8636996 DOI: 10.1016/j.csbj.2021.11.021] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 11/10/2021] [Accepted: 11/14/2021] [Indexed: 11/21/2022]  Open
43
Thambu K, Glomb V, Hernadez R, Facelli JC. Microproteins: a 3D protein structure prediction analysis. J Biomol Struct Dyn 2021;40:13738-13746. [PMID: 34705603 PMCID: PMC9489054 DOI: 10.1080/07391102.2021.1993343] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 10/11/2021] [Indexed: 01/03/2023]
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de Oliveira GB, Pedrini H, Dias Z. Ensemble of Template-Free and Template-Based Classifiers for Protein Secondary Structure Prediction. Int J Mol Sci 2021;22:11449. [PMID: 34768880 PMCID: PMC8583764 DOI: 10.3390/ijms222111449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Revised: 10/18/2021] [Accepted: 10/20/2021] [Indexed: 11/16/2022]  Open
45
Ma EJ, Siirola E, Moore C, Kummer A, Stoeckli M, Faller M, Bouquet C, Eggimann F, Ligibel M, Huynh D, Cutler G, Siegrist L, Lewis RA, Acker AC, Freund E, Koch E, Vogel M, Schlingensiepen H, Oakeley EJ, Snajdrova R. Machine-Directed Evolution of an Imine Reductase for Activity and Stereoselectivity. ACS Catal 2021. [DOI: 10.1021/acscatal.1c02786] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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Jandova Z, Vargiu AV, Bonvin AMJJ. Native or Non-Native Protein-Protein Docking Models? Molecular Dynamics to the Rescue. J Chem Theory Comput 2021;17:5944-5954. [PMID: 34342983 PMCID: PMC8444332 DOI: 10.1021/acs.jctc.1c00336] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Indexed: 11/29/2022]
47
Kryshtafovych A, Moult J, Billings WM, Della Corte D, Fidelis K, Kwon S, Olechnovič K, Seok C, Venclovas Č, Won J. Modeling SARS-CoV-2 proteins in the CASP-commons experiment. Proteins 2021;89:1987-1996. [PMID: 34462960 PMCID: PMC8616790 DOI: 10.1002/prot.26231] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Revised: 08/23/2021] [Accepted: 08/26/2021] [Indexed: 01/21/2023]
48
Egbert M, Ghani U, Ashizawa R, Kotelnikov S, Nguyen T, Desta I, Hashemi N, Padhorny D, Kozakov D, Vajda S. Assessing the binding properties of CASP14 targets and models. Proteins 2021;89:1922-1939. [PMID: 34368994 DOI: 10.1002/prot.26209] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 07/22/2021] [Accepted: 08/04/2021] [Indexed: 12/27/2022]
49
Zheng W, Zhang C, Li Y, Pearce R, Bell EW, Zhang Y. Folding non-homologous proteins by coupling deep-learning contact maps with I-TASSER assembly simulations. CELL REPORTS METHODS 2021;1:100014. [PMID: 34355210 PMCID: PMC8336924 DOI: 10.1016/j.crmeth.2021.100014] [Citation(s) in RCA: 299] [Impact Index Per Article: 74.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 04/22/2021] [Accepted: 05/03/2021] [Indexed: 12/23/2022]
50
Pearce R, Zhang Y. Toward the solution of the protein structure prediction problem. J Biol Chem 2021;297:100870. [PMID: 34119522 PMCID: PMC8254035 DOI: 10.1016/j.jbc.2021.100870] [Citation(s) in RCA: 65] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 06/07/2021] [Accepted: 06/09/2021] [Indexed: 11/20/2022]  Open
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