<codeBook xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xsd="http://www.w3.org/2001/XMLSchema" xsi:schemaLocation="ddi:codebook:2_5 http://www.ddialliance.org/Specification/DDI-Codebook/2.5/XMLSchema/codebook.xsd" xmlns="ddi:codebook:2_5">
  <docDscr>
    <citation>
      <titlStmt>
        <titl xml:lang="sv"></titl>
        <parTitl xml:lang="en">DBS-Pro PBMCs</parTitl>
        <IDNo agency="SND">doi-10-17044-scilifelab-25441789-0</IDNo>
        <IDNo agency="DOI">https://doi.org/10.17044/SCILIFELAB.25441789</IDNo>
      </titlStmt>
      <prodStmt>
        <producer xml:lang="en" abbr="SND">Swedish National Data Service</producer>
        <producer xml:lang="sv" abbr="SND">Svensk nationell datatjänst</producer>
      </prodStmt>
      <holdings URI="https://doi.org/10.17044/SCILIFELAB.25441789">Landing page</holdings>
    </citation>
  </docDscr>
  <stdyDscr>
    <citation>
      <titlStmt>
        <titl xml:lang="sv"></titl>
        <parTitl xml:lang="en">DBS-Pro PBMCs</parTitl>
        <IDNo agency="SND">doi-10-17044-scilifelab-25441789-0</IDNo>
        <IDNo agency="DOI">https://doi.org/10.17044/SCILIFELAB.25441789</IDNo>
      </titlStmt>
      <rspStmt>
        <AuthEnty xml:lang="en" affiliation="Science for Life Laboratory">Höjer, Pontus</AuthEnty>
        <AuthEnty xml:lang="en" affiliation="Science for Life Laboratory">Siga, Humam</AuthEnty>
        <AuthEnty xml:lang="en" affiliation="Science for Life Laboratory">Brodin, Petter</AuthEnty>
      </rspStmt>
      <prodStmt />
      <distStmt>
        <distrbtr xml:lang="en" abbr="SND" URI="https://snd.se">Swedish National Data Service</distrbtr>
        <distrbtr xml:lang="sv" abbr="SND" URI="https://snd.se">Svensk nationell datatjänst</distrbtr>
        <distDate xml:lang="en" date="2024-03-28" />
      </distStmt>
      <verStmt>
        <version elementVersion="0" elementVersionDate="2024-03-28" />
      </verStmt>
      <holdings URI="https://doi.org/10.17044/SCILIFELAB.25441789">Landing page</holdings>
    </citation>
    <stdyInfo>
      <subject />
      <abstract xml:lang="en" contentType="abstract">This resource contains data generated using the method DBS-Pro (Droplet Barcode Sequencing for Protein analysis) for single cells for the manuscript "Identification of Major Immune Cell Lineages with DBS-Pro". The data was generated using peripheral blood mononuclear cells (PBMCs) extracted from a single healthy donor from which two libraries were prepared (P29859_1001, P29859_1002). The data quantifies surface proteins on single cells using a panel of six marker antibodies (CD3, CD4, CD8, CD19, CD14, CD45) and one isotype control antibody to quantify background signal. The antibodies are conjugated to oligonucleotides containing an antibody barcode and a UMI sequence. The stained cells are barcoded in droplet emulsions and then sequenced to get out quantitative information about the cells.

The data includes raw FASTQ files (*.fastq.gz). The FASTQs were also run through the DBS-Pro pipeline (https://github.com/FrickTobias/DBS-Pro, v0.4) to generate *data.tsv.gz and *counts.h5ad files. 

The TSV files *data.tsv.gz contain the following columns: 

- Barcode: The corrected droplet barcode 
- Target: The antibody target (marker) name. E.g. CD3
- UMI: The UMI sequence
- ReadCount: Number of reads with this droplet barcode, target and UMI combination
- Sample: Sample name
For convenience, [anndata](https://anndata.readthedocs.io/en/latest/index.html) `h5ad` files with count matrices are also generated for each sample. These can be used for downstream analysis using [Scanpy](https://scanpy.readthedocs.io/en/stable/). To import the data use the following code:

```

import scanpy as sc

adata = sc.read_h5ad("mysample.h5ad")

adata

```</abstract>
      <sumDscr />
    </stdyInfo>
    <method>
      <dataColl />
    </method>
    <dataAccs>
      <useStmt>
        <restrctn xml:lang="en">Access to data through an external actor. </restrctn>
        <restrctn xml:lang="sv">Åtkomst till data via extern aktör. </restrctn>
      </useStmt>
    </dataAccs>
    <othrStdyMat />
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