Author

Takuya Hashimoto

National Institute of Advanced Industrial Science and TechnologyORCID 0000-0002-6261-453XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 1 Organism:E. coli· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1

Frequent Co-Authors

Chuya Tateishi· 1 shared Junya Ikuta· 1 shared Kazuhiro Fujimori· 1 shared Manabu KannoiD· 1 shared Masaki Yamamoto· 1 shared Michihiro ArakiiD· 1 shared Myco UmemuraiD· 1 shared Naoki WatanabeiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioengineering

Chuya Tateishi

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1 paper

Recent·Most cited

Machine-learning-guided enzyme discovery and redox-system engineering for efficient production of the nylon monomer methyl 12-aminododecanoate in Escherichia coli

Myco Umemura, Yasushi Kamisaka, Masaki Yamamoto, Yuki Kuriya, Naoki Watanabe, Chuya Tateishi, Takuya Hashimoto, Manabu Kanno, Shuhei Noda, Michihiro Araki, Kazuhiro Fujimori, Junya Ikuta

This study uses machine learning to discover enzymes for producing ADAME in E. coli, achieving a 5.6-fold improvement over existing methods.

bioRxiv · Sep 11, 2026 · PreprintBioengineering