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Antibody design using LSTM based deep generative model from phage display library for affinity maturation

Molecular evolution is an important step in the development of therapeutic antibodies. However, the current method of affinity maturation is overly costly and labor-intensive because of the repetitive mutation experiments needed to adequately explore sequence space. Here, we employed a long short te...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Saka, Koichiro, Kakuzaki, Taro, Metsugi, Shoichi, Kashiwagi, Daiki, Yoshida, Kenji, Wada, Manabu, Tsunoda, Hiroyuki, Teramoto, Reiji
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7955064/
https://ncbi.nlm.nih.gov/pubmed/33712669
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-85274-7
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