ADAPTIVE BASE CALLING SYSTEMS AND METHODS
    1.
    发明公开

    公开(公告)号:US20240249797A1

    公开(公告)日:2024-07-25

    申请号:US18424587

    申请日:2024-01-26

    CPC classification number: G16B30/00 C12Q1/6874 G16B40/20

    Abstract: Methods for updating a system comprising a sequencer are described herein. In some exemplary methods, the system is updated through generating sequencing data for a plurality of nucleic acid molecule colonies, selecting sequencing data for a subset of the nucleic acid molecule colonies, calling preliminary sequences for the subset of the nucleic acid colonies, mapping the called preliminary sequences to a known reference sequence, and updating the pre-trained sequencer-specific machine-learning model. Also described herein are systems for carrying out such methods and computer readable memory for storing such methods.

    METHODS AND SYSTEMS FOR INCREASING SEQUENCING QUALITY

    公开(公告)号:US20240153583A1

    公开(公告)日:2024-05-09

    申请号:US18417825

    申请日:2024-01-19

    CPC classification number: G16B30/00 G16B40/30

    Abstract: Described herein are methods and systems for improving nucleic acid sequencing read quality. An exemplary method comprises receiving, at one or more processors, sequencing data comprising a plurality of sequencing reads; filtering the sequencing data, using the one or more processors, to remove sequencing reads for which an absence of an incorporated nucleotide was detected at three or more consecutive sequencing flow steps, thereby generating filtered sequencing data; determining, using the one or more processors, for each sequencing flow step of each sequencing read, a read quality metric based on one or more homopolymer probability values other than a highest homopolymer probability value; and trimming the terminus of one or more sequencing reads in the sequencing data based on the read quality metrics for a respective sequencing read, thereby generating trimmed sequencing data.

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