IDEAS home Printed from https://ideas.repec.org/r/nat/nature/v604y2022i7907d10.1038_s41586-022-04599-z.html
   My bibliography  Save this item

Machine learning-aided engineering of hydrolases for PET depolymerization

Citations

Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
as


Cited by:

  1. Li, Jie & Liu, Taiyang & Palansooriya, Kumuduni Niroshika & Yu, Di & Wan, Gan & Sun, Lushi & Chang, Scott X. & Wang, Yin, 2025. "Zeolite-catalytic pyrolysis of waste plastics: Machine learning prediction, interpretation, and optimization," Applied Energy, Elsevier, vol. 382(C).
  2. Hwaseok Hong & Dongwoo Ki & Hogyun Seo & Jiyoung Park & Jaewon Jang & Kyung-Jin Kim, 2023. "Discovery and rational engineering of PET hydrolase with both mesophilic and thermophilic PET hydrolase properties," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
  3. Nan Zheng & Yongchao Cai & Zehua Zhang & Huimin Zhou & Yu Deng & Shuang Du & Mai Tu & Wei Fang & Xiaole Xia, 2025. "Tailoring industrial enzymes for thermostability and activity evolution by the machine learning-based iCASE strategy," Nature Communications, Nature, vol. 16(1), pages 1-13, December.
  4. Shunshi Kohyama & Béla P. Frohn & Leon Babl & Petra Schwille, 2024. "Machine learning-aided design and screening of an emergent protein function in synthetic cells," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
  5. Xinlei Wei & Xue Yang & Congcong Hu & Qiangzi Li & Qianqian Liu & Yue Wu & Leipeng Xie & Xiao Ning & Fei Li & Tao Cai & Zhiguang Zhu & Yi-Heng P. Job Zhang & Yanfei Zhang & Xuejun Chen & Chun You, 2024. "ATP-free in vitro biotransformation of starch-derived maltodextrin into poly-3-hydroxybutyrate via acetyl-CoA," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
  6. Mengpei Jiang & Jianjun Li & Xinyi Wan & Jianhang Qiu & Tingting Yao & Wenyu Zhang & Shangyi Ma & Hao Tan & Ali Han & Chunlin Chen & Gang Liu, 2025. "Floatable organic-inorganic hybrid-TiO2 unlocks superoxide radicals for plastic photoreforming in neutral solution," Nature Communications, Nature, vol. 16(1), pages 1-11, December.
  7. Simon d’Oelsnitz & Daniel J. Diaz & Wantae Kim & Daniel J. Acosta & Tyler L. Dangerfield & Mason W. Schechter & Matthew B. Minus & James R. Howard & Hannah Do & James M. Loy & Hal S. Alper & Y. Jessie, 2024. "Biosensor and machine learning-aided engineering of an amaryllidaceae enzyme," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
  8. Xiaokang Ren & Luyang Zhao & Jintao Shen & Peng Zhou & Kaili Zhao & Chengqian Yuan & Ruirui Xing & Xuehai Yan, 2025. "Engineered microbial platform confers resistance against heavy metals via phosphomelanin biosynthesis," Nature Communications, Nature, vol. 16(1), pages 1-15, December.
  9. Minrui Ren & Danni Li & Holly Addison & Willem E. M. Noteborn & Elisabeth H. Andeweg & Timo Glatter & Johannes H. Winde & Johannes G. Rebelein & Meindert H. Lamers & Lennart Schada von Borzyskowski, 2025. "NAD-dependent dehydrogenases enable efficient growth of Paracoccus denitrificans on the PET monomer ethylene glycol," Nature Communications, Nature, vol. 16(1), pages 1-15, December.
  10. Ren Wei & Peter Westh & Gert Weber & Lars M. Blank & Uwe T. Bornscheuer, 2025. "Standardization guidelines and future trends for PET hydrolase research," Nature Communications, Nature, vol. 16(1), pages 1-13, December.
  11. Daniel J. Diaz & Chengyue Gong & Jeffrey Ouyang-Zhang & James M. Loy & Jordan Wells & David Yang & Andrew D. Ellington & Alexandros G. Dimakis & Adam R. Klivans, 2024. "Stability Oracle: a structure-based graph-transformer framework for identifying stabilizing mutations," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
  12. Amelia R. Bergeson & Ashli J. Silvera & Hal S. Alper, 2024. "Bottlenecks in biobased approaches to plastic degradation," Nature Communications, Nature, vol. 15(1), pages 1-9, December.
  13. Yufeng Liu & Rui Wu & Xinyu Wang & Sheng Wang & Linghui Chen & Fudong Li & Quan Chen & Haiyan Liu, 2025. "Enhancing functional proteins through multimodal inverse folding with ABACUS-T," Nature Communications, Nature, vol. 16(1), pages 1-16, December.
  14. Yinglu Cui & Yanchun Chen & Jinyuan Sun & Tong Zhu & Hua Pang & Chunli Li & Wen-Chao Geng & Bian Wu, 2024. "Computational redesign of a hydrolase for nearly complete PET depolymerization at industrially relevant high-solids loading," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
  15. Youying Mu & Chengzhuo Duan & Xin Li & Yongbo Wu, 2023. "A Monitoring Method for Corporate Environmental Performance Based on Data Fusion in China under the Double Carbon Target," Sustainability, MDPI, vol. 15(12), pages 1-16, June.
  16. Javier M. Hernández-Sancho & Arnaud Boudigou & Maria V. G. Alván-Vargas & Dekel Freund & Jenny Arnling Bååth & Peter Westh & Kenneth Jensen & Lianet Noda-García & Daniel C. Volke & Pablo I. Nikel, 2024. "A versatile microbial platform as a tunable whole-cell chemical sensor," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
  17. Katarzyna Świderek & Susana Velasco-Lozano & Miquel À. Galmés & Ion Olazabal & Haritz Sardon & Fernando López-Gallego & Vicent Moliner, 2023. "Mechanistic studies of a lipase unveil effect of pH on hydrolysis products of small PET modules," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
  18. Zhuozhi Chen & Rongdi Duan & Yunjie Xiao & Yi Wei & Hanxiao Zhang & Xinzhao Sun & Shen Wang & Yingying Cheng & Xue Wang & Shanwei Tong & Yunxiao Yao & Cheng Zhu & Haitao Yang & Yanyan Wang & Zefang Wa, 2022. "Biodegradation of highly crystallized poly(ethylene terephthalate) through cell surface codisplay of bacterial PETase and hydrophobin," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
  19. Anni Li & Yijie Sheng & Haiyang Cui & Minghui Wang & Luxuan Wu & Yibo Song & Rongrong Yang & Xiujuan Li & He Huang, 2023. "Discovery and mechanism-guided engineering of BHET hydrolases for improved PET recycling and upcycling," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
  20. Mark J. G. Bakkers & Tina Ritschel & Machteld Tiemessen & Jacobus Dijkman & Angelo A. Zuffianò & Xiaodi Yu & Daan Overveld & Lam Le & Richard Voorzaat & Marlies M. Haaren & Martijn Man & Sem Tamara & , 2024. "Efficacious human metapneumovirus vaccine based on AI-guided engineering of a closed prefusion trimer," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
  21. Teng Bao & Yuanchao Qian & Yongping Xin & James J. Collins & Ting Lu, 2023. "Engineering microbial division of labor for plastic upcycling," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
  22. P. Konstantin Richter & Paula Blázquez-Sánchez & Ziyue Zhao & Felipe Engelberger & Christian Wiebeler & Georg Künze & Ronny Frank & Dana Krinke & Emanuele Frezzotti & Yuliia Lihanova & Patricia Falken, 2023. "Structure and function of the metagenomic plastic-degrading polyester hydrolase PHL7 bound to its product," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
  23. Banghao Wu & Bozitao Zhong & Lirong Zheng & Runye Huang & Shifeng Jiang & Mingchen Li & Liang Hong & Pan Tan, 2025. "Harnessing protein language model for structure-based discovery of highly efficient and robust PET hydrolases," Nature Communications, Nature, vol. 16(1), pages 1-12, December.
  24. Noelia Ferruz & Steffen Schmidt & Birte Höcker, 2022. "ProtGPT2 is a deep unsupervised language model for protein design," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
  25. Qunfeng Zhang & Ling Jiang & Yadan Niu & Yujie Li & Wanyi Chen & Jingxi Cheng & Haote Ding & Binbin Chen & Ke Liu & Jiawen Cao & Junli Wang & Shilin Ye & Lirong Yang & Jianping Wu & Gang Xu & Jianping, 2025. "Machine learning-guided evolution of pyrrolysyl-tRNA synthetase for improved incorporation efficiency of diverse noncanonical amino acids," Nature Communications, Nature, vol. 16(1), pages 1-17, December.
  26. Zhen Zhang & Wenxiu Lv & Maosheng Li & Yanchao Wang & Xianhong Wang & Youhua Tao, 2025. "On-demand, readily degradable Poly-2,3-dihydrofuran enabled by anion-binding catalytic copolymerization," Nature Communications, Nature, vol. 16(1), pages 1-10, December.
IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.