MACHINE-LEARNING-GUIDED MUTAGENESIS FOR DIRECTED EVOLUTION OF FLUORESCENT PROTEINS

被引:0
|
作者
Kameda, Tomoshi [1 ]
Saito, Yutaka [1 ]
Oikawa, Misaki [2 ]
Nakazawa, Hikaru [2 ]
Niide, Teppei [2 ]
Tsuda, Koji [3 ]
Umetsu, Mitsuo [2 ]
机构
[1] AIST, Artificial Intelligence Res Ctr, Koto, Japan
[2] Tohoku Univ, Dept Biomol Engn, Sendai, Miyagi, Japan
[3] Univ Tokyo, Dept Computat Biol & Med Sci, Kashiwa, Chiba, Japan
关键词
D O I
暂无
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
ABS470
引用
收藏
页码:203 / 204
页数:2
相关论文
共 50 条
  • [31] Directed molecular evolution to design advanced red fluorescent proteins
    Subach, Fedor V.
    Piatkevich, Kiryl D.
    Verkhusha, Vladislav V.
    NATURE METHODS, 2011, 8 (12) : 1019 - 1026
  • [32] Directed molecular evolution to design advanced red fluorescent proteins
    Fedor V Subach
    Kiryl D Piatkevich
    Vladislav V Verkhusha
    Nature Methods, 2011, 8 : 1019 - 1026
  • [33] Two-photon directed evolution of green fluorescent proteins
    Stoltzfus, Caleb R.
    Barnett, Lauren M.
    Drobizhev, Mikhail
    Wicks, Geoffrey
    Mikhaylov, Alexander
    Hughes, Thomas E.
    Rebane, Aleksander
    SCIENTIFIC REPORTS, 2015, 5
  • [34] Two-photon directed evolution of green fluorescent proteins
    Caleb R. Stoltzfus
    Lauren M. Barnett
    Mikhail Drobizhev
    Geoffrey Wicks
    Alexander Mikhaylov
    Thomas E. Hughes
    Aleksander Rebane
    Scientific Reports, 5
  • [35] Machine-learning-guided descriptor selection for predicting corrosion resistance in multi-principal element alloys
    Ankit Roy
    M. F. N. Taufique
    Hrishabh Khakurel
    Ram Devanathan
    Duane D. Johnson
    Ganesh Balasubramanian
    npj Materials Degradation, 6
  • [36] Machine-Learning-Guided Discovery and Optimization of Additives in Preparing Cu Catalysts for CO2 Reduction
    Guo, Ying
    He, Xinru
    Su, Yuming
    Dai, Yiheng
    Xie, Mingcan
    Yang, Shuangli
    Chen, Jiawei
    Wang, Kun
    Zhou, Da
    Wang, Cheng
    JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2021, 143 (15) : 5755 - 5762
  • [37] Ultrasensitive plasma-based monitoring of tumor burden using machine-learning-guided signal enrichment
    Widman, Adam J.
    Shah, Minita
    Frydendahl, Amanda
    Halmos, Daniel
    Khamnei, Cole C.
    Ogaard, Nadia
    Rajagopalan, Srinivas
    Arora, Anushri
    Deshpande, Aditya
    Hooper, William F.
    Quentin, Jean
    Bass, Jake
    Zhang, Mingxuan
    Langanay, Theophile
    Andersen, Laura
    Steinsnyder, Zoe
    Liao, Will
    Rasmussen, Mads Heilskov
    Henriksen, Tenna Vesterman
    Jensen, Sarah ostrup
    Nors, Jesper
    Therkildsen, Christina
    Sotelo, Jesus
    Brand, Ryan
    Schiffman, Joshua S.
    Shah, Ronak H.
    Cheng, Alexandre Pellan
    Maher, Colleen
    Spain, Lavinia
    Krause, Kate
    Frederick, Dennie T.
    den Brok, Wendie
    Lohrisch, Caroline
    Shenkier, Tamara
    Simmons, Christine
    Villa, Diego
    Mungall, Andrew J.
    Moore, Richard
    Zaikova, Elena
    Cerda, Viviana
    Kong, Esther
    Lai, Daniel
    Malbari, Murtaza S.
    Marton, Melissa
    Manaa, Dina
    Winterkorn, Lara
    Gelmon, Karen
    Callahan, Margaret K.
    Boland, Genevieve
    Potenski, Catherine
    NATURE MEDICINE, 2024, 30 (06) : 1655 - 1666
  • [38] First Trimester Prediction of Preterm Birth in Patient Plasma with Machine-Learning-Guided Raman Spectroscopy and Metabolomics
    Synan, Lilly
    Ghazvini, Saman
    Uthaman, Saji
    Cutshaw, Gabriel
    Lee, Che-Yu
    Waite, Joshua
    Wen, Xiaona
    Sarkar, Soumik
    Lin, Eugene
    Santillan, Mark
    Santillan, Donna
    Bardhan, Rizia
    ACS APPLIED MATERIALS & INTERFACES, 2023, 15 (32) : 38185 - 38200
  • [39] Machine-Learning-Guided Discovery of 19F MRI Agents Enabled by Automated Copolymer Synthesis
    Reis, Marcus
    Gusev, Filipp
    Taylor, Nicholas G.
    Chung, Sang Hun
    Verber, Matthew D.
    Lee, Yueh Z.
    Isayev, Olexandr
    Leibfarth, Frank A.
    JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2021, 143 (42) : 17677 - 17689
  • [40] Mutagenesis and Functional Selection Protocols for Directed Evolution of Proteins in E. coli
    Troll, Chris
    Alexander, David
    Allen, Jennifer
    Marquette, Jacob
    Camps, Manel
    JOVE-JOURNAL OF VISUALIZED EXPERIMENTS, 2011, (49):