FUNCTION GUIDED IN SILICO PROTEIN DESIGN
    5.
    发明公开

    公开(公告)号:US20240087674A1

    公开(公告)日:2024-03-14

    申请号:US18513348

    申请日:2023-11-17

    CPC classification number: G16B15/00 G16B30/20

    Abstract: A protein design system includes one or more processors configured to modify, by a modifier, an input sequence corresponding to a protein, the input sequence comprising a data structure indicating a plurality of amino acid residues of the protein; map, by an encoder, the modified sequence to a latent space; predict, by a length predictor, a length difference between the mapped sequence and a target sequence based on at least one target function of the target sequence; identify, by a function classifier, at least one sequence function of the modified sequence; transform, by a length transformer, the modified sequence based on the length difference and the at least one sequence function; and generate, by a decoder, a candidate for the target sequence based on the transformed sequence.

    Function guided in silico protein design

    公开(公告)号:US12131801B2

    公开(公告)日:2024-10-29

    申请号:US18513348

    申请日:2023-11-17

    CPC classification number: G16B15/00 G16B30/20

    Abstract: A protein design system includes one or more processors configured to modify, by a modifier, an input sequence corresponding to a protein, the input sequence comprising a data structure indicating a plurality of amino acid residues of the protein; map, by an encoder, the modified sequence to a latent space; predict, by a length predictor, a length difference between the mapped sequence and a target sequence based on at least one target function of the target sequence; identify, by a function classifier, at least one sequence function of the modified sequence; transform, by a length transformer, the modified sequence based on the length difference and the at least one sequence function; and generate, by a decoder, a candidate for the target sequence based on the transformed sequence.

    FUNCTION GUIDED IN SILICO PROTEIN DESIGN

    公开(公告)号:US20250149109A1

    公开(公告)日:2025-05-08

    申请号:US18893802

    申请日:2024-09-23

    Abstract: A protein design system includes one or more processors configured to modify, by a modifier, an input sequence corresponding to a protein, the input sequence comprising a data structure indicating a plurality of amino acid residues of the protein; map, by an encoder, the modified sequence to a latent space; predict, by a length predictor, a length difference between the mapped sequence and a target sequence based on at least one target function of the target sequence; identify, by a function classifier, at least one sequence function of the modified sequence; transform, by a length transformer, the modified sequence based on the length difference and the at least one sequence function; and generate, by a decoder, a candidate for the target sequence based on the transformed sequence.

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