The DOI matches its Crossref record.
Directed Evolution: Bringing New Chemistry to Life
Open accessAbstract
Tailor-made: Discussed herein is the ability to adapt biology's mechanisms for innovation and optimization to solving problems in chemistry and engineering. The evolution of nature's enzymes can lead to the discovery of new reactivity, transformations not known in biology, and reactivity inaccessible by small-molecule catalysts.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cited by
Nikel, P. I., & de Lorenzo, V. (2018) · Metabolic Engineering · doi:10.1016/j.ymben.2018.05.005 · Cited by 480
Bacterial Candidates for Colonization and Degradation of Marine Plastic Debris
Roager, L., & Sonnenschein, E. C. (2019) · Environmental Science & Technology · doi:10.1021/acs.est.9b02212 · Cited by 305
Bioeconomy for sustainable development
Aguilar, A., Twardowski, T., & Wohlgemuth, R. (2019) · Biotechnology Journal · doi:10.1002/biot.201800638 · Cited by 206
Unifying the known and unknown microbial coding sequence space
Vanni, C., Schechter, M. S., Acinas, S. G., Barberán, A., Buttigieg, P. L., Casamayor, E. O., Delmont, T. O., Duarte, C. M., Eren, A. M., Finn, R. D., et al. (2022) · eLife · doi:10.7554/elife.67667 · Cited by 134
Machine learning modeling of family wide enzyme-substrate specificity screens
Goldman, S., Das, R., Yang, K. K., & Coley, C. W. (2022) · PLOS Computational Biology · doi:10.1371/journal.pcbi.1009853 · Cited by 120
Computational scoring and experimental evaluation of enzymes generated by neural networks
Johnson, S. R., Fu, X., Viknander, S., Goldin, C., Monaco, S., Zelezniak, A., & Yang, K. K. (2025) · Nature Biotechnology · doi:10.1038/s41587-024-02214-2 · Cited by 99
Li, L., Gupta, E., Spaeth, J., Shing, L., Jaimes, R., Engelhart, E., Lopez, R., Caceres, R. S., Bepler, T., & Walsh, M. E. (2023) · Nature Communications · doi:10.1038/s41467-023-39022-2 · Cited by 96
Defining Lyfe in the Universe: From Three Privileged Functions to Four Pillars
Bartlett, S., & Wong, M. L. (2020) · Life · doi:10.3390/life10040042 · Cited by 77
Recent Advances in β-Glucosidase Sequence and Structure Engineering: A Brief Review
Ouyang, B., Wang, G., Zhang, N., Zuo, J., Huang, Y., & Zhao, X. (2023) · Molecules · doi:10.3390/molecules28134990 · Cited by 56
Protein representations: Encoding biological information for machine learning in biocatalysis
Harding-Larsen, D., Funk, J., Madsen, N. G., Gharabli, H., Acevedo-Rocha, C. G., Mazurenko, S., & Welner, D. H. (2024) · Biotechnology Advances · doi:10.1016/j.biotechadv.2024.108459 · Cited by 38
Mutexa: A Computational Ecosystem for Intelligent Protein Engineering
Yang, Z. J., Shao, Q., Jiang, Y., Jurich, C., Ran, X., Juarez, R. J., Yan, B., Stull, S. L., Gollu, A., & Ding, N. (2023) · Journal of Chemical Theory and Computation · doi:10.1021/acs.jctc.3c00602 · Cited by 28
Selecting Better Biocatalysts by Complementing Recoded Bacteria**
Rubini, R., Jansen, S. C., Beekhuis, H., Rozeboom, H. J., & Mayer, C. (2023) · Angewandte Chemie International Edition · doi:10.1002/anie.202213942 · Cited by 15
Deng, Y., Etheridge, K., Ran, X., Maurais, H. E., & Sarpeshkar, R. (2025) · Applied and Environmental Microbiology · doi:10.1128/aem.02491-24 · Cited by 7
Exploring Evolution to Uncover Insights Into Protein Mutational Stability
Hermans, P., Tsishyn, M., Schwersensky, M., Rooman, M., & Pucci, F. (2025) · Molecular Biology and Evolution · doi:10.1093/molbev/msae267 · Cited by 6
Metadata
- Authors
- Arnold, F. H.
- Venue
- Angewandte Chemie International Edition
- Publisher
- Wiley
- Published
- 2017-11-28
- Volume
- 57
- Issue
- 16
- Pages
- 4143-4148
- ISSN
- 1433-7851 (ISSN-L)
- 1521-3773
- OpenAlex
- W2767044445
- Cited by
- 1,144
- References
- 0
- FWCI
- 31.06
- Type
- journal article
- Language
- en
- Open access
- hybrid
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.