SYSTEMS AND METHODS FOR PROCESSING MASS SPECTROMETRY DATASETS

    公开(公告)号:US20240280558A1

    公开(公告)日:2024-08-22

    申请号:US18578513

    申请日:2022-07-13

    申请人: Seer, Inc.

    摘要: In some aspects, the present disclosure provides a method for normalizing and processing mass spectrometry datasets. In some embodiments, the method comprises loading a plurality of mass spectrometry data obtained from a plurality of samples into a memory of a computing node to generate a cached dataset. In some embodiments, the method comprises transmitting a copy of the cached dataset to a plurality of cache memories of a plurality of computing nodes. In some embodiments, the method comprises determining, using the plurality of computing nodes, a plurality of feature values for the plurality of mass spectrometry data. In some embodiments, the method comprises normalizing, using the plurality of computing nodes, across the plurality of mass spectrometry datasets using the plurality of feature values to generate a plurality of normalized mass spectrometry data.

    Pseudo-electropherogram construction from peptide level mass spectrometry data

    公开(公告)号:US12038444B2

    公开(公告)日:2024-07-16

    申请号:US17828465

    申请日:2022-05-31

    IPC分类号: G01N33/68 H01J49/00

    摘要: Methods and apparatuses for the identification and/or characterization of properties of a macromolecule based on mass spectrometry data. Specifically, described herein are methods and apparatuses for converting peptide-level data into a pseudo-intact mass spectra. Also described herein are methods and apparatuses for converting peptide-level data into a pseudo-electropherogram. The methods may be well suited for analyzing proteins and protein complexes, including estimating properties of post-translational modifications of the proteins and protein complexes. Methods may include generating a theoretical graph or spectrum based on peptide-level mass spectrometry data. In some embodiments, the theoretical graph may be a theoretical intact mass spectrum or a theoretical charge distribution spectrum.