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For: Xu J, Wang S. Analysis of distance-based protein structure prediction by deep learning in CASP13. Proteins 2019;87:1069-1081. [PMID: 31471916 DOI: 10.1002/prot.25810] [Citation(s) in RCA: 92] [Impact Index Per Article: 18.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2019] [Revised: 07/24/2019] [Accepted: 08/27/2019] [Indexed: 12/30/2022]
Number Cited by Other Article(s)
1
Rahimzadeh F, Mohammad Khanli L, Salehpoor P, Golabi F, PourBahrami S. Unveiling the evolution of policies for enhancing protein structure predictions: A comprehensive analysis. Comput Biol Med 2024;179:108815. [PMID: 38986287 DOI: 10.1016/j.compbiomed.2024.108815] [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: 03/04/2024] [Revised: 06/09/2024] [Accepted: 06/24/2024] [Indexed: 07/12/2024]
2
Saharkhiz S, Mostafavi M, Birashk A, Karimian S, Khalilollah S, Jaferian S, Yazdani Y, Alipourfard I, Huh YS, Farani MR, Akhavan-Sigari R. The State-of-the-Art Overview to Application of Deep Learning in Accurate Protein Design and Structure Prediction. Top Curr Chem (Cham) 2024;382:23. [PMID: 38965117 PMCID: PMC11224075 DOI: 10.1007/s41061-024-00469-6] [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: 02/04/2024] [Accepted: 06/09/2024] [Indexed: 07/06/2024]
3
Zhao N, Wu T, Wang W, Zhang L, Gong X. Review and Comparative Analysis of Methods and Advancements in Predicting Protein Complex Structure. Interdiscip Sci 2024;16:261-288. [PMID: 38955920 DOI: 10.1007/s12539-024-00626-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: 10/26/2023] [Revised: 02/29/2024] [Accepted: 03/01/2024] [Indexed: 07/04/2024]
4
Lin B, Luo X, Liu Y, Jin X. A comprehensive review and comparison of existing computational methods for protein function prediction. Brief Bioinform 2024;25:bbae289. [PMID: 39003530 PMCID: PMC11246557 DOI: 10.1093/bib/bbae289] [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: 04/02/2024] [Revised: 05/18/2024] [Indexed: 07/15/2024]  Open
5
Harihar B, Saravanan KM, Gromiha MM, Selvaraj S. Importance of Inter-residue Contacts for Understanding Protein Folding and Unfolding Rates, Remote Homology, and Drug Design. Mol Biotechnol 2024:10.1007/s12033-024-01119-4. [PMID: 38498284 DOI: 10.1007/s12033-024-01119-4] [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: 12/16/2023] [Accepted: 02/10/2024] [Indexed: 03/20/2024]
6
Baker K, Hughes N, Bhattacharya S. An interactive visualization tool for educational outreach in protein contact map overlap analysis. FRONTIERS IN BIOINFORMATICS 2024;4:1358550. [PMID: 38562910 PMCID: PMC10982686 DOI: 10.3389/fbinf.2024.1358550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 03/04/2024] [Indexed: 04/04/2024]  Open
7
Darden C, Donkor JE, Korolkova O, Barozai MYK, Chaudhuri M. Distinct structural motifs are necessary for targeting and import of Tim17 in Trypanosoma brucei mitochondrion. mSphere 2024;9:e0055823. [PMID: 38193679 PMCID: PMC10871166 DOI: 10.1128/msphere.00558-23] [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: 09/22/2023] [Accepted: 11/28/2023] [Indexed: 01/10/2024]  Open
8
Min J, Rong X, Zhang J, Su R, Wang Y, Qi W. Computational Design of Peptide Assemblies. J Chem Theory Comput 2024;20:532-550. [PMID: 38206800 DOI: 10.1021/acs.jctc.3c01054] [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: 01/13/2024]
9
Peng CX, Liang F, Xia YH, Zhao KL, Hou MH, Zhang GJ. Recent Advances and Challenges in Protein Structure Prediction. J Chem Inf Model 2024;64:76-95. [PMID: 38109487 DOI: 10.1021/acs.jcim.3c01324] [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] [Indexed: 12/20/2023]
10
Li J, Wang L, Zhu Z, Song C. Exploring the Alternative Conformation of a Known Protein Structure Based on Contact Map Prediction. J Chem Inf Model 2024;64:301-315. [PMID: 38117138 PMCID: PMC10777399 DOI: 10.1021/acs.jcim.3c01381] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 12/03/2023] [Accepted: 12/05/2023] [Indexed: 12/21/2023]
11
Zhang Y, Zhang Z, Kagaya Y, Terashi G, Zhao B, Xiong Y, Kihara D. Distance-AF: Modifying Predicted Protein Structure Models by Alphafold2 with User-Specified Distance Constraints. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.12.01.569498. [PMID: 38106200 PMCID: PMC10723377 DOI: 10.1101/2023.12.01.569498] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2023]
12
Zhu HT, Xia YH, Zhang GJ. E2EDA: Protein Domain Assembly Based on End-to-End Deep Learning. J Chem Inf Model 2023;63:6451-6461. [PMID: 37788318 DOI: 10.1021/acs.jcim.3c01387] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/05/2023]
13
Sosnick TR. AlphaFold developers Demis Hassabis and John Jumper share the 2023 Albert Lasker Basic Medical Research Award. J Clin Invest 2023:e174915. [PMID: 37731359 DOI: 10.1172/jci174915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/22/2023]  Open
14
Kao HW, Lu WL, Ho MR, Lin YF, Hsieh YJ, Ko TP, Danny Hsu ST, Wu KP. Robust Design of Effective Allosteric Activators for Rsp5 E3 Ligase Using the Machine Learning Tool ProteinMPNN. ACS Synth Biol 2023;12:2310-2319. [PMID: 37556858 DOI: 10.1021/acssynbio.3c00042] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/11/2023]
15
Darden C, Donkor J, Korolkova O, Khan Barozai MY, Chaudhuri M. Distinct structural motifs are necessary for targeting and import of Tim17 in Trypanosoma brucei mitochondrion. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.07.07.548172. [PMID: 37461662 PMCID: PMC10350046 DOI: 10.1101/2023.07.07.548172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/23/2024]
16
Meng Q, Guo F, Tang J. Improved structure-related prediction for insufficient homologous proteins using MSA enhancement and pre-trained language model. Brief Bioinform 2023:bbad217. [PMID: 37321965 DOI: 10.1093/bib/bbad217] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Revised: 04/18/2023] [Accepted: 05/21/2023] [Indexed: 06/17/2023]  Open
17
Comparative genomics and interactomics of polyadenylation factors for the prediction of new parasite targets: Entamoeba histolytica as a working model. Biosci Rep 2023;43:232462. [PMID: 36651565 PMCID: PMC9912109 DOI: 10.1042/bsr20221911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Revised: 01/05/2023] [Accepted: 01/13/2023] [Indexed: 01/19/2023]  Open
18
Liu J, Tang X, Guan X. Grain protein function prediction based on self-attention mechanism and bidirectional LSTM. Brief Bioinform 2023;24:6886418. [PMID: 36567619 DOI: 10.1093/bib/bbac493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 10/13/2022] [Accepted: 10/18/2022] [Indexed: 12/27/2022]  Open
19
Newman KE, Tindall SN, Mader SL, Khalid S, Thomas GH, Van Der Woude MW. A novel fold for acyltransferase-3 (AT3) proteins provides a framework for transmembrane acyl-group transfer. eLife 2023;12:e81547. [PMID: 36630168 PMCID: PMC9833829 DOI: 10.7554/elife.81547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Accepted: 12/04/2022] [Indexed: 01/12/2023]  Open
20
Nallasamy V, Seshiah M. Energy Profile Bayes and Thompson Optimized Convolutional Neural Network protein structure prediction. Neural Comput Appl 2023;35:1983-2006. [PMID: 36245797 PMCID: PMC9542649 DOI: 10.1007/s00521-022-07868-0] [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: 08/06/2021] [Accepted: 09/21/2022] [Indexed: 01/12/2023]
21
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: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/25/2023]
22
Miah MM, Tabassum N, Afroj Zinnia M, Islam ABMMK. Drug and Anti-Viral Peptide Design to Inhibit the Monkeypox Virus by Restricting A36R Protein. Bioinform Biol Insights 2022;16:11779322221141164. [PMID: 36570327 PMCID: PMC9772960 DOI: 10.1177/11779322221141164] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 11/06/2022] [Indexed: 12/24/2022]  Open
23
Mufassirin MMM, Newton MAH, Sattar A. Artificial intelligence for template-free protein structure prediction: a comprehensive review. Artif Intell Rev 2022. [DOI: 10.1007/s10462-022-10350-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
24
Wang F, Zhan Y, Li M, Wang L, Zheng A, Liu C, Wang H, Wang T. Cell-Permeable PROTAC Degraders against KEAP1 Efficiently Suppress Hepatic Stellate Cell Activation through the Antioxidant and Anti-Inflammatory Pathway. ACS Pharmacol Transl Sci 2022;6:76-87. [PMID: 36654751 PMCID: PMC9841780 DOI: 10.1021/acsptsci.2c00165] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Indexed: 12/12/2022]
25
Katase N, Nishimatsu SI, Yamauchi A, Okano S, Fujita S. Establishment of anti-DKK3 peptide for the cancer control in head and neck squamous cell carcinoma (HNSCC). Cancer Cell Int 2022;22:352. [PMID: 36376957 PMCID: PMC9664703 DOI: 10.1186/s12935-022-02783-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 11/04/2022] [Indexed: 11/16/2022]  Open
26
Guo Z, Liu J, Skolnick J, Cheng J. Prediction of inter-chain distance maps of protein complexes with 2D attention-based deep neural networks. Nat Commun 2022;13:6963. [PMID: 36379943 PMCID: PMC9666547 DOI: 10.1038/s41467-022-34600-2] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 10/24/2022] [Indexed: 11/16/2022]  Open
27
Peng CX, Zhou XG, Xia YH, Liu J, Hou MH, Zhang GJ. Structural analogue-based protein structure domain assembly assisted by deep learning. Bioinformatics 2022;38:4513-4521. [PMID: 35962986 DOI: 10.1093/bioinformatics/btac553] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Revised: 07/27/2022] [Accepted: 08/08/2022] [Indexed: 12/24/2022]  Open
28
Potempa LA, Qiu WQ, Stefanski A, Rajab IM. Relevance of lipoproteins, membranes, and extracellular vesicles in understanding C-reactive protein biochemical structure and biological activities. Front Cardiovasc Med 2022;9:979461. [PMID: 36158829 PMCID: PMC9493015 DOI: 10.3389/fcvm.2022.979461] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 07/29/2022] [Indexed: 11/13/2022]  Open
29
Mondal A, Paul D, Dastidar SG, Saha T, Goswami AM. In silico analyses of Wnt1 nsSNPs reveal structurally destabilizing variants, altered interactions with Frizzled receptors and its deregulation in tumorigenesis. Sci Rep 2022;12:14934. [PMID: 36056132 PMCID: PMC9440047 DOI: 10.1038/s41598-022-19299-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Accepted: 08/26/2022] [Indexed: 11/26/2022]  Open
30
Mahmud S, Guo Z, Quadir F, Liu J, Cheng J. Multi-head attention-based U-Nets for predicting protein domain boundaries using 1D sequence features and 2D distance maps. BMC Bioinformatics 2022;23:283. [PMID: 35854211 PMCID: PMC9295499 DOI: 10.1186/s12859-022-04829-1] [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: 05/11/2022] [Accepted: 07/08/2022] [Indexed: 01/25/2023]  Open
31
Mateen RM, Tariq A, Afzal MS, Ali M, Tipu I, Hussain M, Saleem M, Naveed M. TULP3 NLS inhibition: an in silico study to hamper cargo transport to nucleus. J Biomol Struct Dyn 2022:1-9. [PMID: 35510584 DOI: 10.1080/07391102.2022.2070283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
32
Li B, Jin B, Capra JA, Bush WS. Integration of Protein Structure and Population-Scale DNA Sequence Data for Disease Gene Discovery and Variant Interpretation. Annu Rev Biomed Data Sci 2022;5:141-161. [PMID: 35508071 DOI: 10.1146/annurev-biodatasci-122220-112147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
33
Guo SS, Liu J, Zhou XG, Zhang GJ. DeepUMQA: ultrafast shape recognition-based protein model quality assessment using deep learning. Bioinformatics 2022;38:1895-1903. [PMID: 35134108 DOI: 10.1093/bioinformatics/btac056] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2021] [Revised: 12/26/2021] [Accepted: 01/27/2022] [Indexed: 02/03/2023]  Open
34
Hong Y, Lee J, Ko J. A-Prot: protein structure modeling using MSA transformer. BMC Bioinformatics 2022;23:93. [PMID: 35296230 PMCID: PMC8925138 DOI: 10.1186/s12859-022-04628-8] [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: 09/11/2021] [Accepted: 03/03/2022] [Indexed: 11/18/2022]  Open
35
Nallasamy V, Seshiah M. Protein Structure Prediction Using Quantile Dragonfly and Structural Class-Based Deep Learning. INT J PATTERN RECOGN 2022. [DOI: 10.1142/s021800142250015x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
36
Zhou X, Song H, Li J. Residue-Frustration-Based Prediction of Protein-Protein Interactions Using Machine Learning. J Phys Chem B 2022;126:1719-1727. [PMID: 35170967 DOI: 10.1021/acs.jpcb.1c10525] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
37
Pražnikar J, Attygalle NT. Quantitative analysis of visual codewords of a protein distance matrix. PLoS One 2022;17:e0263566. [PMID: 35120181 PMCID: PMC8815937 DOI: 10.1371/journal.pone.0263566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Accepted: 01/24/2022] [Indexed: 12/02/2022]  Open
38
Bhattacharya S, Roche R, Moussad B, Bhattacharya D. DisCovER: distance- and orientation-based covariational threading for weakly homologous proteins. Proteins 2022;90:579-588. [PMID: 34599831 PMCID: PMC8738102 DOI: 10.1002/prot.26254] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2021] [Revised: 09/22/2021] [Accepted: 09/28/2021] [Indexed: 02/03/2023]
39
Du Z, Peng Z, Yang J. Toward the assessment of predicted inter-residue distance. Bioinformatics 2022;38:962-969. [PMID: 34791040 DOI: 10.1093/bioinformatics/btab781] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 10/07/2021] [Accepted: 11/10/2021] [Indexed: 02/03/2023]  Open
40
Liu J, Zhao KL, He GX, Wang LJ, Zhou XG, Zhang GJ. A de novo protein structure prediction by iterative partition sampling, topology adjustment and residue-level distance deviation optimization. Bioinformatics 2021;38:99-107. [PMID: 34459867 DOI: 10.1093/bioinformatics/btab620] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Revised: 07/23/2021] [Accepted: 08/25/2021] [Indexed: 02/03/2023]  Open
41
Hou M, Peng C, Zhou X, Zhang B, Zhang G. Multi contact-based folding method for de novo protein structure prediction. Brief Bioinform 2021;23:6445108. [PMID: 34849573 DOI: 10.1093/bib/bbab463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Revised: 09/21/2021] [Accepted: 10/10/2021] [Indexed: 11/12/2022]  Open
42
Evaluation of Deep Neural Network ProSPr for Accurate Protein Distance Predictions on CASP14 Targets. Int J Mol Sci 2021;22:ijms222312835. [PMID: 34884640 PMCID: PMC8657919 DOI: 10.3390/ijms222312835] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 11/22/2021] [Accepted: 11/25/2021] [Indexed: 12/02/2022]  Open
43
Adolfi MC, Du K, Kneitz S, Cabau C, Zahm M, Klopp C, Feron R, Paixão RV, Varela ES, de Almeida FL, de Oliveira MA, Nóbrega RH, Lopez-Roques C, Iampietro C, Lluch J, Kloas W, Wuertz S, Schaefer F, Stöck M, Guiguen Y, Schartl M. A duplicated copy of id2b is an unusual sex-determining candidate gene on the Y chromosome of arapaima (Arapaima gigas). Sci Rep 2021;11:21544. [PMID: 34732792 PMCID: PMC8566520 DOI: 10.1038/s41598-021-01066-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Accepted: 10/21/2021] [Indexed: 12/19/2022]  Open
44
Defresne M, Barbe S, Schiex T. Protein Design with Deep Learning. Int J Mol Sci 2021;22:11741. [PMID: 34769173 PMCID: PMC8584038 DOI: 10.3390/ijms222111741] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 10/23/2021] [Accepted: 10/26/2021] [Indexed: 12/21/2022]  Open
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Ruiz-Serra V, Pontes C, Milanetti E, Kryshtafovych A, Lepore R, Valencia A. Assessing the accuracy of contact and distance predictions in CASP14. Proteins 2021;89:1888-1900. [PMID: 34595772 DOI: 10.1002/prot.26248] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 09/06/2021] [Accepted: 09/21/2021] [Indexed: 12/26/2022]
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Kong L, Ju F, Zhang H, Sun S, Bu D. FALCON2: a web server for high-quality prediction of protein tertiary structures. BMC Bioinformatics 2021;22:439. [PMID: 34525939 PMCID: PMC8444573 DOI: 10.1186/s12859-021-04353-8] [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: 06/24/2021] [Accepted: 09/01/2021] [Indexed: 11/21/2022]  Open
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Shen T, Wu J, Lan H, Zheng L, Pei J, Wang S, Liu W, Huang J. When homologous sequences meet structural decoys: Accurate contact prediction by tFold in CASP14-(tFold for CASP14 contact prediction). Proteins 2021;89:1901-1910. [PMID: 34473376 DOI: 10.1002/prot.26232] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 08/16/2021] [Accepted: 08/20/2021] [Indexed: 12/29/2022]
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Christoffer C, Bharadwaj V, Luu R, Kihara D. LZerD Protein-Protein Docking Webserver Enhanced With de novo Structure Prediction. Front Mol Biosci 2021;8:724947. [PMID: 34466411 PMCID: PMC8403062 DOI: 10.3389/fmolb.2021.724947] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Accepted: 07/21/2021] [Indexed: 01/25/2023]  Open
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Mortuza SM, Zheng W, Zhang C, Li Y, Pearce R, Zhang Y. Improving fragment-based ab initio protein structure assembly using low-accuracy contact-map predictions. Nat Commun 2021;12:5011. [PMID: 34408149 PMCID: PMC8373938 DOI: 10.1038/s41467-021-25316-w] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Accepted: 08/04/2021] [Indexed: 11/28/2022]  Open
50
Wang L, Liu J, Xia Y, Xu J, Zhou X, Zhang G. Distance-guided protein folding based on generalized descent direction. Brief Bioinform 2021;22:6341661. [PMID: 34355233 DOI: 10.1093/bib/bbab296] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 06/30/2021] [Accepted: 07/12/2021] [Indexed: 12/25/2022]  Open
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