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
  • [41] Machine-learning-guided descriptor selection for predicting corrosion resistance in multi-principal element alloys
    Roy, Ankit
    Taufique, M. F. N.
    Khakurel, Hrishabh
    Devanathan, Ram
    Johnson, Duane D.
    Balasubramanian, Ganesh
    NPJ MATERIALS DEGRADATION, 2022, 6 (01)
  • [42] Evolution guided mutagenesis of rhodopsin
    Gross, AK
    Madabushi, S
    Wensel, TG
    Lichtarge, O
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2004, 45 : U183 - U183
  • [43] MAKING THERAPEUTIC PROTEINS BY DIRECTED MUTAGENESIS
    HARRIS, T
    PROTEIN ENGINEERING, 1987, 1 (03): : 237 - 237
  • [44] Machine-learning-guided discovery of the gigantic magnetocaloric effect in HoB2 near the hydrogen liquefaction temperature
    de Castro, Pedro Baptista
    Terashima, Kensei
    Yamamoto, Takafumi D.
    Hou, Zhufeng
    Iwasaki, Suguru
    Matsumoto, Ryo
    Adachi, Shintaro
    Saito, Yoshito
    Song, Peng
    Takeya, Hiroyuki
    Takano, Yoshihiko
    NPG ASIA MATERIALS, 2020, 12 (01)
  • [45] Machine-Learning-Guided Engineering of an NADH-Dependent 7β-Hydroxysteroid Dehydrogenase for Economic Synthesis of Ursodeoxycholic Acid
    Wang, Mu-Qiang
    You, Zhi-Neng
    Yang, Bing-Yi
    Xia, Zi-Wei
    Chen, Qi
    Pan, Jiang
    Li, Chun-Xiu
    Xu, Jian-He
    JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2023, 71 (49) : 19672 - 19681
  • [46] Machine-learning-guided discovery of the gigantic magnetocaloric effect in HoB2 near the hydrogen liquefaction temperature
    Pedro Baptista de Castro
    Kensei Terashima
    Takafumi D Yamamoto
    Zhufeng Hou
    Suguru Iwasaki
    Ryo Matsumoto
    Shintaro Adachi
    Yoshito Saito
    Peng Song
    Hiroyuki Takeya
    Yoshihiko Takano
    NPG Asia Materials, 2020, 12
  • [47] Machine-learning-guided prediction of Cu-based electrocatalysts towards ethylene production in CO2 reduction
    Zhang, Qing
    Zhu, Kai
    Luo, Yuhong
    Bai, Zhengyu
    Zhang, Zisheng
    Li, Jingde
    MOLECULAR CATALYSIS, 2023, 547
  • [48] Engineering brighter fluorescent proteins with DropSynth and machine learning methods
    Benabbas, Anissa
    PROTEIN SCIENCE, 2023, 32 (12)
  • [49] The directed evolution of proteins
    Minard, Philippe
    M S-MEDECINE SCIENCES, 2019, 35 (02): : 169 - 175
  • [50] SITE DIRECTED MUTAGENESIS OF HEME-PROTEINS
    SLIGAR, SG
    SPRINGER, B
    STAYTON, P
    ATKINS, W
    MARSHALL, K
    DAVIES, M
    RUPP, D
    POCHAPSKY, T
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 1988, 196 : 106 - INOR