Literature DB >> 36109683

Scientists are using AI to dream up revolutionary new proteins.

Ewen Callaway.   

Abstract

Entities:  

Keywords:  Proteomics; Structural biology

Mesh:

Year:  2022        PMID: 36109683     DOI: 10.1038/d41586-022-02947-7

Source DB:  PubMed          Journal:  Nature        ISSN: 0028-0836            Impact factor:   69.504


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  6 in total

1.  Scaffolding protein functional sites using deep learning.

Authors:  Jue Wang; Sidney Lisanza; David Juergens; Doug Tischer; Joseph L Watson; Karla M Castro; Robert Ragotte; Amijai Saragovi; Lukas F Milles; Minkyung Baek; Ivan Anishchenko; Wei Yang; Derrick R Hicks; Marc Expòsit; Thomas Schlichthaerle; Jung-Ho Chun; Justas Dauparas; Nathaniel Bennett; Basile I M Wicky; Andrew Muenks; Frank DiMaio; Bruno Correia; Sergey Ovchinnikov; David Baker
Journal:  Science       Date:  2022-07-21       Impact factor: 63.714

2.  Robust deep learning-based protein sequence design using ProteinMPNN.

Authors:  J Dauparas; I Anishchenko; N Bennett; H Bai; R J Ragotte; L F Milles; B I M Wicky; A Courbet; R J de Haas; N Bethel; P J Y Leung; T F Huddy; S Pellock; D Tischer; F Chan; B Koepnick; H Nguyen; A Kang; B Sankaran; A K Bera; N P King; D Baker
Journal:  Science       Date:  2022-09-15       Impact factor: 63.714

3.  De novo protein design by deep network hallucination.

Authors:  Ivan Anishchenko; Samuel J Pellock; Tamuka M Chidyausiku; Theresa A Ramelot; Sergey Ovchinnikov; Jingzhou Hao; Khushboo Bafna; Christoffer Norn; Alex Kang; Asim K Bera; Frank DiMaio; Lauren Carter; Cameron M Chow; Gaetano T Montelione; David Baker
Journal:  Nature       Date:  2021-12-01       Impact factor: 69.504

4.  Design of a hyperstable 60-subunit protein dodecahedron. [corrected].

Authors:  Yang Hsia; Jacob B Bale; Shane Gonen; Dan Shi; William Sheffler; Kimberly K Fong; Una Nattermann; Chunfu Xu; Po-Ssu Huang; Rashmi Ravichandran; Sue Yi; Trisha N Davis; Tamir Gonen; Neil P King; David Baker
Journal:  Nature       Date:  2016-06-15       Impact factor: 49.962

5.  ProtGPT2 is a deep unsupervised language model for protein design.

Authors:  Noelia Ferruz; Steffen Schmidt; Birte Höcker
Journal:  Nat Commun       Date:  2022-07-27       Impact factor: 17.694

  6 in total

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