Systems and methods for spatial analysis of analytes using fiducial alignment

    公开(公告)号:US12229974B2

    公开(公告)日:2025-02-18

    申请号:US18046404

    申请日:2022-10-13

    Abstract: Systems and methods for spatial analysis of analytes are provided. A data structure is obtained comprising an image, as an array of pixel values, of a sample on a substrate having a identifier, fiducial markers and a set of capture spots. The pixel values are used to identify derived fiducial spots. The substrate identifier identifies a template having reference positions for reference fiducial spots and a corresponding coordinate system. The derived fiducial spots are aligned with the reference fiducial spots using an alignment algorithm to obtain a transformation between the derived and reference fiducial spots. The transformation and the template corresponding coordinate system are used to register the image to the set of capture spots. The registered image is then analyzed in conjunction with spatial analyte data associated with each capture spot, thereby performing spatial analysis of analytes.

    Systems and methods for spatial analysis of analytes using fiducial alignment

    公开(公告)号:US11501440B2

    公开(公告)日:2022-11-15

    申请号:US16951843

    申请日:2020-11-18

    Abstract: Systems and methods for spatial analysis of analytes are provided. A data structure is obtained comprising an image, as an array of pixel values, of a sample on a substrate having a identifier, fiducial markers and a set of capture spots. The pixel values are used to identify derived fiducial spots. The substrate identifier identifies a template having reference positions for reference fiducial spots and a corresponding coordinate system. The derived fiducial spots are aligned with the reference fiducial spots using an alignment algorithm to obtain a transformation between the derived and reference fiducial spots. The transformation and the template corresponding coordinate system are used to register the image to the set of capture spots. The registered image is then analyzed in conjunction with spatial analyte data associated with each capture spot, thereby performing spatial analysis of analytes.

    METHODS OF USING MASTER / COPY ARRAYS FOR SPATIAL DETECTION

    公开(公告)号:US20220025446A1

    公开(公告)日:2022-01-27

    申请号:US17312069

    申请日:2019-12-06

    Inventor: Preyas Shah

    Abstract: This disclosure provides methods for spatial profiling of biological analytes present in a biological sample. Methods include generating feature arrays using a master/copy format using recessed arrays, and methods for using such arrays. For example spatially-tagged analyte capture analytes can be used in spatial detection in methods to determine the location of analytes (e.g., proteins) in biological samples.

    SYSTEMS AND METHODS FOR IDENTIFYING DIFFERENTIAL ACCESSIBILITY OF GENE REGULATORY ELEMENTS AT SINGLE CELL RESOLUTION

    公开(公告)号:US20210332354A1

    公开(公告)日:2021-10-28

    申请号:US17231972

    申请日:2021-04-15

    Abstract: A method for ascertaining differential accessibility of (TF) binding motifs in open chromatin regions of cells, comprising receiving a cell barcode genomic sequence dataset; aligning each of a plurality of fragment sequence reads to a reference sequence; identifying peaks defined by the aligned plurality of fragment sequence reads; generating a peak-barcode matrix that is comprised of peaks for each cell barcode; clustering cells with peaks having similar chromatin accessibility profiles into a cell cluster to form one or more cell clusters; generating a TF barcode matrix that maps each peak in the peak-barcode matrix to one or more given TF binding motif(s); performing a differential accessibility analysis, wherein the analysis identifies differences in accessibility of peaks and TF binding motifs associated with each identified cell cluster relative to all other identified cell clusters; and generating an output of one or more refined cell clusters based on the differential accessibility analysis.

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