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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">IJPDS</journal-id>
      <journal-title-group>
        <journal-title>International Journal of Population Data Science</journal-title>
        <abbrev-journal-title>IJPDS</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="epub">2399-4908</issn>
      <publisher>
        <publisher-name>Swansea University</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.23889/ijpds.v8i3.2292</article-id>
      <article-id pub-id-type="publisher-id">8:3:26</article-id>
      <title-group>
        <article-title>Seasonal purchase of antihistamines and ovarian cancer risk in the Cancer Loyalty Card Study (CLOCS): results from an observational case-control study</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Brewer</surname>
            <given-names initials="H">Hannah</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Jiang</surname>
            <given-names initials="Q">Qianhui</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Sundar</surname>
            <given-names initials="S">Sudha</given-names>
          </name>
          <xref ref-type="aff" rid="affil-2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Hirst</surname>
            <given-names initials="Y">Yasemin</given-names>
          </name>
          <xref ref-type="aff" rid="affil-3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Flanagan</surname>
            <given-names initials="J">James</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="affil-1"><label>1</label><institution>Division of Cancer, Department of Surgery and Cancer, Imperial College London</institution></aff>
      <aff id="affil-2"><label>2</label><institution>Institute of Cancer and Genomic Sciences, University of Birmingham</institution></aff>
      <aff id="affil-3"><label>3</label><institution>Department of Behavioural Science and Health, University College London</institution></aff>
      <pub-date date-type="pub" publication-format="electronic">
        <day>11</day>
        <month>09</month>
        <year>2023</year>
      </pub-date>
      <pub-date date-type="collection" publication-format="electronic">
        <year>2023</year>
      </pub-date>
      <volume>8</volume>
      <issue>3</issue>
      <elocation-id>2292</elocation-id>
      <permissions>
        <license license-type="open-access" xlink:href="https://creativecommons.org/licences/by/4.0/">
          <license-p>This work is licenced under a Creative Commons Attribution 4.0 International License.</license-p>
        </license>
      </permissions>
      <self-uri xlink:href="https://ijpds.org/article/view/2292">This article is available from the IJPDS website at: https://ijpds.org/article/view/2292</self-uri>
    </article-meta>
  </front>
  <body>
    <sec>
      <title>Introduction &amp; Background</title>
      <p>Antihistamine use has been associated with a reduction in ovarian cancer incidence. Herein, we investigate antihistamine exposure in relation to ovarian cancer risk using a novel data resource by examining purchase histories from retailer loyalty card data.</p>
    </sec>
    <sec>
      <title>Objectives &amp; Approach</title>
      <p>Participants from the Cancer Loyalty Card Study (CLOCS) included ovarian cancer patients (cases, n=153) and women without a diagnosis of ovarian cancer (controls, n=120). Up to 6 years of purchase history was retrieved from two participating high street retailers from 2014-2022. Logistic regression was used to estimate the odds ratio (OR) and 95% confidence intervals for ovarian cancer associated with antihistamine purchases, adjusting for confounders. The association was stratified by season of purchase, age, histology, and family history.</p>
    </sec>
    <sec>
      <title>Relevance to Digital Footprints</title>
      <p>This study is one of the first to utilise transaction data from high street retailers to investigate associations with cancer risk, based on what participants are buying.</p>
    </sec>
    <sec>
      <title>Results</title>
      <p>Ever purchasing antihistamines was not significantly associated with ovarian cancer overall in this small study (OR=0.68 (0.39-1.19)). However, antihistamine purchases were significantly associated with reduced ovarian cancer risk when purchased only in spring and/or summer (OR=0.37 (0.17-0.82)) and in non-serous ovarian cancer (OR=0.41 (0.18-0.93)) in stratified analyses.</p>
    </sec>
    <sec>
      <title>Conclusions &amp; Implications</title>
      <p>Antihistamine purchase is associated with reduced ovarian cancer risk when purchased seasonally. However, larger studies are required to understand the mechanisms of reduced ovarian cancer risk related to seasonal purchases of antihistamines and allergies.</p>
    </sec>
  </body>
</article>