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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">JDERM</journal-id>
      <journal-id journal-id-type="nlm-ta">JMIR Dermatol</journal-id>
      <journal-title>JMIR Dermatology</journal-title>
      <issn pub-type="epub">2562-0959</issn>
      <publisher>
        <publisher-name>JMIR Publications</publisher-name>
        <publisher-loc>Toronto, Canada</publisher-loc>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">v5i3e39766</article-id>
      <article-id pub-id-type="pmid">37632896</article-id>
      <article-id pub-id-type="doi">10.2196/39766</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Short Paper</subject>
        </subj-group>
        <subj-group subj-group-type="article-type">
          <subject>Short Paper</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Evaluating the Public's Interest in Testicle Tanning: Observational Study</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="editor">
          <name>
            <surname>Dellavalle</surname>
            <given-names>Robert</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Kamiński</surname>
            <given-names>Mikołaj</given-names>
          </name>
        </contrib>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Long</surname>
            <given-names>Valencia</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib id="contrib1" contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Ottwell</surname>
            <given-names>Ryan</given-names>
          </name>
          <degrees>DO</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <address>
            <institution>Department of Dermatology</institution>
            <institution>St Joseph Mercy Hospital – Livingston</institution>
            <addr-line>Graduate Medical Education Office</addr-line>
            <addr-line>620 Byron Road West, Entrance Drive</addr-line>
            <addr-line>Howell, MI, 48843</addr-line>
            <country>United States</country>
            <phone>1 734 712 3376</phone>
            <email>ryan.ottwell@okstate.edu</email>
          </address>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-6574-2844</ext-link>
        </contrib>
        <contrib id="contrib2" contrib-type="author">
          <name name-style="western">
            <surname>Cox</surname>
            <given-names>Katherine</given-names>
          </name>
          <degrees>BS</degrees>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0003-1346-4667</ext-link>
        </contrib>
        <contrib id="contrib3" contrib-type="author">
          <name name-style="western">
            <surname>Dobson</surname>
            <given-names>Taylor</given-names>
          </name>
          <degrees>BS</degrees>
          <xref rid="aff3" ref-type="aff">3</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0001-9809-9245</ext-link>
        </contrib>
        <contrib id="contrib4" contrib-type="author">
          <name name-style="western">
            <surname>Shah</surname>
            <given-names>Muneeb</given-names>
          </name>
          <degrees>DO</degrees>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0001-8493-5433</ext-link>
        </contrib>
        <contrib id="contrib5" contrib-type="author">
          <name name-style="western">
            <surname>Hartwell</surname>
            <given-names>Micah</given-names>
          </name>
          <degrees>PhD</degrees>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0001-6810-6571</ext-link>
        </contrib>
      </contrib-group>
      <aff id="aff1">
        <label>1</label>
        <institution>Department of Dermatology</institution>
        <institution>St Joseph Mercy Hospital – Livingston</institution>
        <addr-line>Howell, MI</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff2">
        <label>2</label>
        <institution>Oklahoma State University Center for Health Sciences</institution>
        <addr-line>Tulsa, OK</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff3">
        <label>3</label>
        <institution>School of Nursing</institution>
        <institution>Oakland University</institution>
        <addr-line>Rochester, MI</addr-line>
        <country>United States</country>
      </aff>
      <author-notes>
        <corresp>Corresponding Author: Ryan Ottwell <email>ryan.ottwell@okstate.edu</email></corresp>
      </author-notes>
      <pub-date pub-type="collection">
        <season>Jul-Sep</season>
        <year>2022</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>12</day>
        <month>9</month>
        <year>2022</year>
      </pub-date>
      <volume>5</volume>
      <issue>3</issue>
      <elocation-id>e39766</elocation-id>
      <history>
        <date date-type="received">
          <day>22</day>
          <month>5</month>
          <year>2022</year>
        </date>
        <date date-type="rev-request">
          <day>19</day>
          <month>7</month>
          <year>2022</year>
        </date>
        <date date-type="rev-recd">
          <day>5</day>
          <month>8</month>
          <year>2022</year>
        </date>
        <date date-type="accepted">
          <day>30</day>
          <month>8</month>
          <year>2022</year>
        </date>
      </history>
      <copyright-statement>©Ryan Ottwell, Katherine Cox, Taylor Dobson, Muneeb Shah, Micah Hartwell. Originally published in JMIR Dermatology (http://derma.jmir.org), 12.09.2022.</copyright-statement>
      <copyright-year>2022</copyright-year>
      <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
        <p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Dermatology, is properly cited. The complete bibliographic information, a link to the original publication on http://derma.jmir.org, as well as this copyright and license information must be included.</p>
      </license>
      <self-uri xlink:href="https://derma.jmir.org/2022/3/e39766" xlink:type="simple"/>
      <abstract>
        <sec sec-type="background">
          <title>Background</title>
          <p>A new and potentially dangerous health trend, <italic>testicle tanning</italic>, received extensive media attention following a popular television program where a health and fitness influencer touted that testicular tanning increases testosterone levels. It has been shown that the public has a particular interest in tanning <italic>wellness</italic> trends; thus, given the vague nomenclature of the practice, the abundance of misleading information and support for using UV light by other health influencers may lead to an increase in men exposing themselves to UV radiation and developing associated complications.</p>
        </sec>
        <sec sec-type="objective">
          <title>Objective</title>
          <p>The aim of this paper is to evaluate the public’s interest in testicle tanning.</p>
        </sec>
        <sec sec-type="methods">
          <title>Methods</title>
          <p>Relative search interest was collected from Google Trends, and daily tweet volume was collected using Twitter via Sprout Social. The search was filtered to observe internet activity between February 1, 2022, and August 18, 2022. Autoregressive integrated moving average models were applied to forecast the predicted values through April 30 to compare to the actual observed values immediately following the airing of the show.</p>
        </sec>
        <sec sec-type="results">
          <title>Results</title>
          <p>We found that the relative search interest for testicle tanning peaked (100) on April 19, 2022, following a discussion of the topic on a television program. Compared to the forecasted relative search interest of 1.36 (95% CI –3.29 to 6.01), had the topic not been discussed, it showed a 7252% increase in relative search interest. A similar spike was observed in the volume of tweets peaking on April 18 with 42,736. The expected number of tweets from the autoregressive integrated moving average model was 122 (95% CI –154 to 397), representing a 35,053% increase.</p>
        </sec>
        <sec sec-type="conclusions">
          <title>Conclusions</title>
          <p>Our results show that the promotion of testicle tanning generated significant public interest in an evidence-lacking and potentially dangerous health trend. Dermatologists and other health care professionals should be aware of these new viral health trends to best counsel patients and combat health misinformation.</p>
        </sec>
      </abstract>
      <kwd-group>
        <kwd>general dermatology</kwd>
        <kwd>google trends</kwd>
        <kwd>testicle tanning</kwd>
        <kwd>UV radiation</kwd>
        <kwd>public trends</kwd>
        <kwd>skin cancer</kwd>
        <kwd>cancer</kwd>
        <kwd>harmful</kwd>
        <kwd>internet</kwd>
        <kwd>health trends</kwd>
        <kwd>tanning</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="introduction">
      <title>Introduction</title>
      <p>“Testicle tanning” received extensive media attention following an episode of <italic>Tucker Carlson Tonight</italic>, where a health and fitness influencer touted that testicular tanning increases testosterone levels. While first described as exposing one’s scrotum to red-light therapy to enhance testosterone levels, this vague nomenclature and lack of supporting detail could mislead many into believing that exposure to UV light via sunlight or tanning beds will provide similar benefits. It has been shown that the public has a particular interest in tanning “wellness” trends [<xref ref-type="bibr" rid="ref1">1</xref>]; thus, in this observational study, we evaluate the public’s interest in testicle tanning.</p>
    </sec>
    <sec sec-type="methods">
      <title>Methods</title>
      <p>Relative search interest (RSI; 0-100) was collected from Google Trends using the term “testicular tanning,” and from Twitter via Sprout Social (SproutSocial.com) using terms “testicular OR testicle OR ball OR balls OR scrotum” and “tan OR tanning OR sunning” to capture daily tweet volume. The search was filtered to observe internet activity between February 1, 2022, and August 18, 2022. Autoregressive integrated moving average models were applied to forecast the predicted values through April 30 to compare to the actual observed values immediately following the show’s airing [<xref ref-type="bibr" rid="ref2">2</xref>]. Peak differences were calculated with 95% confidence intervals to estimate spikes in data.</p>
    </sec>
    <sec sec-type="results">
      <title>Results</title>
      <p>We found that RSI for testicle tanning peaked (100) on April 19, 2022, following a discussion of the topic on the television program (<xref rid="figure1" ref-type="fig">Figure 1</xref>). Compared to the forecasted RSI of 1.36 (CI –3.29 to 6.01), had the topic not been discussed, this was a statistically significant difference, representing a 7252% increase in RSI. Continued search interest in testicular tanning was observed through August of 2022. A similar spike was observed in the volume of tweets peaking on April 18 with 42,736 (<xref rid="figure2" ref-type="fig">Figure 2</xref>). The expected number of Tweets from the autoregressive integrated moving average model was 122 (CI –154 to 397), a difference of 42,614, representing a 35,053% increase.</p>
      <fig id="figure1" position="float">
        <label>Figure 1</label>
        <caption>
          <p>Search interest in "testicle tanning" from February 1, 2022, through August 18, 2022. L: lower; U: upper.</p>
        </caption>
        <graphic xlink:href="derma_v5i3e39766_fig1.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
      </fig>
      <fig id="figure2" position="float">
        <label>Figure 2</label>
        <caption>
          <p>Daily number of tweets related to "testicle tanning" from February 1, 2022 to May 1, 2022. L: lower; U: upper.</p>
        </caption>
        <graphic xlink:href="derma_v5i3e39766_fig2.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
      </fig>
    </sec>
    <sec sec-type="discussion">
      <title>Discussion</title>
      <p>Similar to perineum sunning (a viral health trend performed by exposing one’s anogenital area to direct sunlight) [<xref ref-type="bibr" rid="ref1">1</xref>], our results show that the promotion of testicle tanning on this television program generated significant public interest in an evidence-lacking and potentially dangerous health trend. The interest in this topic may be partially explained by the immense attention and advertising men’s sexual health and hormone replacement or hormone enhancing therapies receive in the US [<xref ref-type="bibr" rid="ref3">3</xref>]. Although subsequent media coverage largely disfavored testicle tanning due to lacking evidence and potential dangers, other health influencers came to defend and encourage the practice of testicle tanning, specifically by using UV light [<xref ref-type="bibr" rid="ref4">4</xref>]. Proponents of testicle tanning commonly cite a study from 1939, which found that in a small cohort of males all with “depressive mental states,” UV irradiation to the genitals increased urinary androsterone (a metabolite of testosterone) levels by “nearly 200%” [<xref ref-type="bibr" rid="ref5">5</xref>]. Beyond this questionable study, research has shown that exposure to UV radiation may increase sex steroid hormone levels; however, these studies either do not include human participants or do not specifically evaluate UV radiation exposure to the genitals [<xref ref-type="bibr" rid="ref6">6</xref>-<xref ref-type="bibr" rid="ref8">8</xref>]. Research shows that excessive exposure to UV radiation may lead to higher rates of genital tumor formation and decreased sperm counts, as spermatogenesis is temperature dependent [<xref ref-type="bibr" rid="ref9">9</xref>,<xref ref-type="bibr" rid="ref10">10</xref>]. Thus, given the current obsession with optimizing male hormone levels, the high cost of red-light therapy, and misleading information and labeling of testicle tanning by prominent influencers, there may be an increase in men exposing themselves to UV radiation and developing associated complications. Limitations of our study include the retrospective cross-sectional design and the inability to determine the public’s intent, which necessitates future research.</p>
      <p>Our study highlights how a non–scientifically based and potentially dangerous tanning practice can generate significant public interest. Similar to our findings, in a previous study published by JMIR Dermatology, it was found that public interest in perineum sunning continued after the initial social media post went viral (and continues to trend in social and news media stories nearly 3 years later); therefore, dermatologists and other health care professionals should be aware of these new viral health trends to best counsel patients and combat health misinformation.</p>
    </sec>
  </body>
  <back>
    <app-group/>
    <glossary>
      <title>Abbreviations</title>
      <def-list>
        <def-item>
          <term id="abb1">RSI</term>
          <def>
            <p>relative search interest</p>
          </def>
        </def-item>
      </def-list>
    </glossary>
    <fn-group>
      <fn fn-type="conflict">
        <p>None declared.</p>
      </fn>
    </fn-group>
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