244 related articles for article (PubMed ID: 34260225)
21. Enzyme optimization: moving from blind evolution to statistical exploration of sequence-function space.
Fox RJ; Huisman GW
Trends Biotechnol; 2008 Mar; 26(3):132-8. PubMed ID: 18222559
[TBL] [Abstract][Full Text] [Related]
22. Data-Driven Protein Engineering for Improving Catalytic Activity and Selectivity.
Ao YF; Dörr M; Menke MJ; Born S; Heuson E; Bornscheuer UT
Chembiochem; 2024 Feb; 25(3):e202300754. PubMed ID: 38029350
[TBL] [Abstract][Full Text] [Related]
23. Ensemble Learning with Supervised Methods Based on Large-Scale Protein Language Models for Protein Mutation Effects Prediction.
Qu Y; Niu Z; Ding Q; Zhao T; Kong T; Bai B; Ma J; Zhao Y; Zheng J
Int J Mol Sci; 2023 Nov; 24(22):. PubMed ID: 38003686
[TBL] [Abstract][Full Text] [Related]
24. Directed evolution: tailoring biocatalysts for industrial applications.
Kumar A; Singh S
Crit Rev Biotechnol; 2013 Dec; 33(4):365-78. PubMed ID: 22985113
[TBL] [Abstract][Full Text] [Related]
25. High-Throughput Protein Engineering by Massively Parallel Combinatorial Mutagenesis.
Wan YK; Choi GCG; Wong ASL
Methods Mol Biol; 2021; 2199():3-12. PubMed ID: 33125641
[TBL] [Abstract][Full Text] [Related]
26. Directed molecular evolution by machine learning and the influence of nonlinear interactions.
Fox R
J Theor Biol; 2005 May; 234(2):187-99. PubMed ID: 15757678
[TBL] [Abstract][Full Text] [Related]
27. Data-driven enzyme engineering to identify function-enhancing enzymes.
Jiang Y; Ran X; Yang ZJ
Protein Eng Des Sel; 2023 Jan; 36():. PubMed ID: 36214500
[TBL] [Abstract][Full Text] [Related]
28. Informed training set design enables efficient machine learning-assisted directed protein evolution.
Wittmann BJ; Yue Y; Arnold FH
Cell Syst; 2021 Nov; 12(11):1026-1045.e7. PubMed ID: 34416172
[TBL] [Abstract][Full Text] [Related]
29. CLADE 2.0: Evolution-Driven Cluster Learning-Assisted Directed Evolution.
Qiu Y; Wei GW
J Chem Inf Model; 2022 Oct; 62(19):4629-4641. PubMed ID: 36154171
[TBL] [Abstract][Full Text] [Related]
30. Improving Enzyme Fitness with Machine Learning.
Patsch D; Buller R
Chimia (Aarau); 2023 Mar; 77(3):116-121. PubMed ID: 38047813
[TBL] [Abstract][Full Text] [Related]
31. ECNet is an evolutionary context-integrated deep learning framework for protein engineering.
Luo Y; Jiang G; Yu T; Liu Y; Vo L; Ding H; Su Y; Qian WW; Zhao H; Peng J
Nat Commun; 2021 Sep; 12(1):5743. PubMed ID: 34593817
[TBL] [Abstract][Full Text] [Related]
32. Generative models for protein sequence modeling: recent advances and future directions.
Mardikoraem M; Wang Z; Pascual N; Woldring D
Brief Bioinform; 2023 Sep; 24(6):. PubMed ID: 37864295
[TBL] [Abstract][Full Text] [Related]
33. Prediction of Thermostability of Enzymes Based on the Amino Acid Index (AAindex) Database and Machine Learning.
Li G; Jia L; Wang K; Sun T; Huang J
Molecules; 2023 Dec; 28(24):. PubMed ID: 38138586
[TBL] [Abstract][Full Text] [Related]
34. [Advances in machine learning for predicting protein functions].
Chi Y; Li C; Feng X
Sheng Wu Gong Cheng Xue Bao; 2023 Jun; 39(6):2141-2157. PubMed ID: 37401587
[TBL] [Abstract][Full Text] [Related]
35. Advances in ultrahigh-throughput screening for directed enzyme evolution.
Markel U; Essani KD; Besirlioglu V; Schiffels J; Streit WR; Schwaneberg U
Chem Soc Rev; 2020 Jan; 49(1):233-262. PubMed ID: 31815263
[TBL] [Abstract][Full Text] [Related]
36. Protein engineering via sequence-performance mapping.
McConnell A; Hackel BJ
Cell Syst; 2023 Aug; 14(8):656-666. PubMed ID: 37494931
[TBL] [Abstract][Full Text] [Related]
37. UMI-linked consensus sequencing enables phylogenetic analysis of directed evolution.
Zurek PJ; Knyphausen P; Neufeld K; Pushpanath A; Hollfelder F
Nat Commun; 2020 Nov; 11(1):6023. PubMed ID: 33243970
[TBL] [Abstract][Full Text] [Related]
38. Speeding up enzyme discovery and engineering with ultrahigh-throughput methods.
Bunzel HA; Garrabou X; Pott M; Hilvert D
Curr Opin Struct Biol; 2018 Feb; 48():149-156. PubMed ID: 29413955
[TBL] [Abstract][Full Text] [Related]
39. Fast and Flexible Synthesis of Combinatorial Libraries for Directed Evolution.
Sadler JC; Green L; Swainston N; Kell DB; Currin A
Methods Enzymol; 2018; 608():59-79. PubMed ID: 30173773
[TBL] [Abstract][Full Text] [Related]
40. A roadmap to directed enzyme evolution and screening systems for biotechnological applications.
Martínez R; Schwaneberg U
Biol Res; 2013; 46(4):395-405. PubMed ID: 24510142
[TBL] [Abstract][Full Text] [Related]
[Previous] [Next] [New Search]
