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        <titl xml:lang="sv">Data för Solid phase capture and profiling of open chromatin by spatial ATAC</titl>
        <parTitl xml:lang="en">Data for Solid phase capture and profiling of open chromatin by spatial ATAC</parTitl>
        <IDNo agency="SND">2025-265-1</IDNo>
        <IDNo agency="DOI">https://doi.org/10.48723/e39v-h234</IDNo>
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        <producer xml:lang="sv" abbr="SND">Svensk nationell datatjänst</producer>
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      <holdings URI="https://doi.org/10.48723/e39v-h234">Landing page</holdings>
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    <citation>
      <titlStmt>
        <titl xml:lang="sv">Data för Solid phase capture and profiling of open chromatin by spatial ATAC</titl>
        <parTitl xml:lang="en">Data for Solid phase capture and profiling of open chromatin by spatial ATAC</parTitl>
        <IDNo agency="SND">2025-265-1</IDNo>
        <IDNo agency="DOI">https://doi.org/10.48723/e39v-h234</IDNo>
        <IDNo agency="DOI">10.1038/s41587-022-01603-9</IDNo>
      </titlStmt>
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        <AuthEnty xml:lang="en" affiliation="Karolinska Institutet">Llorens-Bobadilla, Enric</AuthEnty>
        <AuthEnty xml:lang="sv" affiliation="Karolinska Institutet">Llorens-Bobadilla, Enric</AuthEnty>
        <AuthEnty xml:lang="en" affiliation="Karolinska Institutet">Zamboni, Margherita</AuthEnty>
        <AuthEnty xml:lang="sv" affiliation="Karolinska Institutet">Zamboni, Margherita</AuthEnty>
        <AuthEnty xml:lang="en" affiliation="Karolinska Institutet">Chen, Xinsong</AuthEnty>
        <AuthEnty xml:lang="sv" affiliation="Karolinska Institutet">Chen, Xinsong</AuthEnty>
        <AuthEnty xml:lang="en" affiliation="Karolinska Institutet">Hartman, Johan</AuthEnty>
        <AuthEnty xml:lang="sv" affiliation="Karolinska Institutet">Hartman, Johan</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="2025-10-15" />
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        <version elementVersion="1" elementVersionDate="2025-10-15" />
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      <holdings URI="https://doi.org/10.48723/e39v-h234">Landing page</holdings>
    </citation>
    <stdyInfo>
      <subject>
        <keyword xml:lang="en" vocab="ELSST" vocabURI="https://elsst.cessda.eu/id/6/6ba88846-1026-411d-a460-cdbb6070824b">BIOTECHNOLOGY</keyword>
        <keyword xml:lang="sv" vocab="ELSST" vocabURI="https://elsst.cessda.eu/id/6/6ba88846-1026-411d-a460-cdbb6070824b">BIOTEKNIK</keyword>
        <keyword xml:lang="en" vocab="MeSH" vocabURI="http://id.nlm.nih.gov/mesh/D023281">Genomics</keyword>
        <keyword xml:lang="sv" vocab="MeSH" vocabURI="http://id.nlm.nih.gov/mesh/D023281">Genomik</keyword>
        <keyword xml:lang="en" vocab="MeSH" vocabURI="http://id.nlm.nih.gov/mesh/D057890">Epigenomics</keyword>
        <keyword xml:lang="sv" vocab="MeSH" vocabURI="http://id.nlm.nih.gov/mesh/D057890">Epigenomik</keyword>
        <keyword xml:lang="en" vocab="ELSST" vocabURI="https://elsst.cessda.eu/id/6/cd53523a-9753-443d-85f4-2e103ca2b7ed">HEALTH-RELATED BIOTECHNOLOGY</keyword>
        <keyword xml:lang="sv" vocab="ELSST" vocabURI="https://elsst.cessda.eu/id/6/cd53523a-9753-443d-85f4-2e103ca2b7ed">MEDICINSK BIOTEKNIK</keyword>
        <topcClas xml:lang="en" vocab="CESSDA Topic Classification" vocabURI="https://vocabularies.cessda.eu/vocabulary/TopicClassification?code=ScienceAndTechnology">SCIENCE AND TECHNOLOGY</topcClas>
        <topcClas xml:lang="sv" vocab="CESSDA Topic Classification" vocabURI="https://vocabularies.cessda.eu/vocabulary/TopicClassification?code=ScienceAndTechnology">VETENSKAP OCH TEKNOLOGI</topcClas>
        <topcClas xml:lang="en" vocab="CESSDA Topic Classification" vocabURI="https://vocabularies.cessda.eu/vocabulary/TopicClassification?code=ScienceAndTechnology.Biotechnology">Biotechnology</topcClas>
        <topcClas xml:lang="sv" vocab="CESSDA Topic Classification" vocabURI="https://vocabularies.cessda.eu/vocabulary/TopicClassification?code=ScienceAndTechnology.Biotechnology">Bioteknik</topcClas>
      </subject>
      <abstract xml:lang="en" contentType="abstract">Abstract from the publication
Current methods for epigenomic profiling are limited in the ability to obtain genome wide information with spatial resolution. Here we introduce spatial ATAC, a method that integrates transposase-accessible chromatin profiling in tissue sections with barcoded solid-phase capture to perform spatially resolved epigenomics. We show that spatial ATAC enables the discovery of the regulatory programs underlying spatial gene expression during mouse organogenesis, lineage differentiation and in human pathology.

Dataset description
The dataset includes spatially-resolved chromatin accessibility profiling performed on three fresh-frozen tissue sections of HER2+ breast cancer. We provide raw data in the form of fastq files, along with processed feature barcode matrices, metadata, and photomicrographs of the tissue slices. Additionally the dataset contains spatially-resolved gene expression profiling of tissue sections from the same specimen. For this too, we provide raw and processed data, along with the metadata information.
Spatial transcriptomics data were generated using 10X Genomics' Visium platform, while spatial ATAC data were created using a method introduced in our publication, which relies on an analogous workflow. Samples were sequenced on Illumina Nextseq 550 or 2000 and raw data were processed with Cell Ranger Gene Expression or ATAC-seq pipelines.</abstract>
      <sumDscr>
        <collDate xml:lang="en" date="2022-03-27" event="start">2022-03-27</collDate>
        <collDate xml:lang="en" date="2022-03-27" event="end">2022-03-27</collDate>
        <nation xml:lang="en" abbr="SE">Sweden</nation>
        <nation xml:lang="sv" abbr="SE">Sverige</nation>
        <anlyUnit xml:lang="en" unit="Individual">Individual<concept vocab="DDI Analysis Unit" vocabURI="https://vocabularies.cessda.eu/v2/vocabularies/AnalysisUnit/2.1.3?languageVersion=en-2.1.3">Individual</concept></anlyUnit>
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        <universe xml:lang="en">One female breast cancer patient.</universe>
        <universe xml:lang="sv">One female breast cancer patient.</universe>
        <dataKind xml:lang="en">Other</dataKind>
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        <timeMeth xml:lang="en">Other<concept vocab="DDI Time Method" vocabURI="https://vocabularies.cessda.eu/v2/vocabularies/TimeMethod/1.2.3?languageVersion=en-1.2.3">Other</concept></timeMeth>
        <timeMeth xml:lang="sv">Övrigt<concept vocab="DDI Time Method" vocabURI="https://vocabularies.cessda.eu/v2/vocabularies/TimeMethod/1.2.3?languageVersion=sv-1.2.3">Övrigt</concept></timeMeth>
        <sampProc xml:lang="en">Breast cancer tissues were obtained from the Department of Clinical Pathology and Cancer Diagnostics at Karolinska University Hospital, Stockholm, Sweden. Experimental procedures and protocols were approved by the regional ethics review board (Etikprövningsnämnden) in Stockholm, and informed consent was obtained from the participating patient.
The samples were obtained from a breast tumor removed from a patient with treatment-naive invasive ductal carcinoma. The tumor was divided into several regions and collected freshly by a pathologist, depending on the size of the tumor. From each region, tissue was isolated for direct embedding in optimal cutting temperature compound, followed by immediate freezing and storage at −80 °C until further analysis.<concept vocab="DDI Sampling Procedure" vocabURI="https://vocabularies.cessda.eu/v2/vocabularies/SamplingProcedure/2.0.1?languageVersion=en-2.0.1">Breast cancer tissues were obtained from the Department of Clinical Pathology and Cancer Diagnostics at Karolinska University Hospital, Stockholm, Sweden. Experimental procedures and protocols were approved by the regional ethics review board (Etikprövningsnämnden) in Stockholm, and informed consent was obtained from the participating patient.
The samples were obtained from a breast tumor removed from a patient with treatment-naive invasive ductal carcinoma. The tumor was divided into several regions and collected freshly by a pathologist, depending on the size of the tumor. From each region, tissue was isolated for direct embedding in optimal cutting temperature compound, followed by immediate freezing and storage at −80 °C until further analysis.</concept></sampProc>
        <sampProc xml:lang="en">Other<concept vocab="DDI Sampling Procedure" vocabURI="https://vocabularies.cessda.eu/v2/vocabularies/SamplingProcedure/2.0.1?languageVersion=en-2.0.1">Other</concept></sampProc>
        <sampProc xml:lang="sv">Övrigt<concept vocab="DDI Sampling Procedure" vocabURI="https://vocabularies.cessda.eu/v2/vocabularies/SamplingProcedure/2.0.1?languageVersion=sv-2.0.1">Övrigt</concept></sampProc>
        <collMode xml:lang="en">Data was collected through lab experiments and sequencing approaches using the above-mentioned patient tumor material.<concept vocab="DDI Mode of Collection" vocabURI="https://vocabularies.cessda.eu/v2/vocabularies/ModeOfCollection/5.0.0?languageVersion=en-5.0.0">Data was collected through lab experiments and sequencing approaches using the above-mentioned patient tumor material.</concept></collMode>
        <collMode xml:lang="en">Experiment<concept vocab="DDI Mode of Collection" vocabURI="https://vocabularies.cessda.eu/v2/vocabularies/ModeOfCollection/5.0.0?languageVersion=en-5.0.0">Experiment</concept></collMode>
        <collMode xml:lang="sv">Experiment<concept vocab="DDI Mode of Collection" vocabURI="https://vocabularies.cessda.eu/v2/vocabularies/ModeOfCollection/5.0.0?languageVersion=sv-5.0.0">Experiment</concept></collMode>
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    <dataAccs>
      <useStmt>
        <restrctn xml:lang="en">Access to data through SND. Access to data is restricted.</restrctn>
        <restrctn xml:lang="sv">Åtkomst till data via SND. Tillgång till data är begränsad.</restrctn>
        <conditions elementVersion="info:eu-repo-Access-Terms vocabulary">restrictedAccess</conditions>
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      <relPubl>
        <citation>
          <titlStmt>
            <titl xml:lang="sv">Llorens-Bobadilla, E., Zamboni, M., Marklund, M. et al. Solid-phase capture and profiling of open chromatin by spatial ATAC. Nat Biotechnol 41, 1085–1088 (2023).</titl>
            <parTitl xml:lang="en">Llorens-Bobadilla, E., Zamboni, M., Marklund, M. et al. Solid-phase capture and profiling of open chromatin by spatial ATAC. Nat Biotechnol 41, 1085–1088 (2023).</parTitl>
            <IDNo agency="DOI">10.1038/s41587-022-01603-9</IDNo>
          </titlStmt>
          <distStmt>
            <distDate date="2023">2023</distDate>
          </distStmt>
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