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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">v4i2e29282</article-id>
      <article-id pub-id-type="pmid">37632830</article-id>
      <article-id pub-id-type="doi">10.2196/29282</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Original Paper</subject>
        </subj-group>
        <subj-group subj-group-type="article-type">
          <subject>Original Paper</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Global Burden of Skin Disease Representation in the Literature: Bibliometric Analysis</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="editor">
          <name>
            <surname>Eysenbach</surname>
            <given-names>Gunther</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Maymone</surname>
            <given-names>Mayra</given-names>
          </name>
        </contrib>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Sankaranarayanan</surname>
            <given-names>Saiprasad</given-names>
          </name>
        </contrib>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Naser</surname>
            <given-names>Ahmed</given-names>
          </name>
        </contrib>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Bailey</surname>
            <given-names>Adrian</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib id="contrib1" contrib-type="author">
          <name name-style="western">
            <surname>Pulsipher</surname>
            <given-names>Kayd J</given-names>
          </name>
          <degrees>BS</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0001-8664-7144</ext-link>
        </contrib>
        <contrib id="contrib2" contrib-type="author">
          <name name-style="western">
            <surname>Szeto</surname>
            <given-names>Mindy D</given-names>
          </name>
          <degrees>MS</degrees>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0003-3642-3753</ext-link>
        </contrib>
        <contrib id="contrib3" contrib-type="author">
          <name name-style="western">
            <surname>Rundle</surname>
            <given-names>Chandler W</given-names>
          </name>
          <degrees>MD</degrees>
          <xref rid="aff3" ref-type="aff">3</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-7624-8147</ext-link>
        </contrib>
        <contrib id="contrib4" contrib-type="author">
          <name name-style="western">
            <surname>Presley</surname>
            <given-names>Colby L</given-names>
          </name>
          <degrees>BA, BS</degrees>
          <xref rid="aff4" ref-type="aff">4</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-3646-7732</ext-link>
        </contrib>
        <contrib id="contrib5" contrib-type="author">
          <name name-style="western">
            <surname>Laughter</surname>
            <given-names>Melissa R</given-names>
          </name>
          <degrees>PhD</degrees>
          <xref rid="aff2" ref-type="aff">2</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0001-7010-7901</ext-link>
        </contrib>
        <contrib id="contrib6" contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Dellavalle</surname>
            <given-names>Robert P</given-names>
          </name>
          <degrees>MSPH, MD, PhD</degrees>
          <xref rid="aff2" ref-type="aff">2</xref>
          <xref rid="aff5" ref-type="aff">5</xref>
          <xref rid="aff6" ref-type="aff">6</xref>
          <address>
            <institution>Dermatology Service</institution>
            <institution>Rocky Mountain Regional Medical Center</institution>
            <institution>US Department of Veteran Affairs</institution>
            <addr-line>1700 N Wheeling St</addr-line>
            <addr-line>Rm E1-342</addr-line>
            <addr-line>Aurora, CO, 80045</addr-line>
            <country>United States</country>
            <fax>1 720 723 7876</fax>
            <phone>1 720 857 5562</phone>
            <email>robert.dellavalle@cuanschutz.edu</email>
          </address>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0001-8132-088X</ext-link>
        </contrib>
      </contrib-group>
      <aff id="aff1">
        <label>1</label>
        <institution>College of Osteopathic Medicine</institution>
        <institution>Rocky Vista University</institution>
        <addr-line>Parker, CO</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff2">
        <label>2</label>
        <institution>Department of Dermatology</institution>
        <institution>University of Colorado Anschutz Medical Campus</institution>
        <addr-line>Aurora, CO</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff3">
        <label>3</label>
        <institution>Department of Medicine</institution>
        <institution>St. Joseph's Hospital</institution>
        <addr-line>Denver, CO</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff4">
        <label>4</label>
        <institution>Division of Dermatology</institution>
        <institution>Lehigh Valley Health Network</institution>
        <addr-line>Allentown, PA</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff5">
        <label>5</label>
        <institution>Department of Epidemiology</institution>
        <institution>Colorado School of Public Health</institution>
        <institution>University of Colorado Anschutz Medical Campus</institution>
        <addr-line>Aurora, CO</addr-line>
        <country>United States</country>
      </aff>
      <aff id="aff6">
        <label>6</label>
        <institution>Dermatology Service</institution>
        <institution>Rocky Mountain Regional Medical Center</institution>
        <institution>US Department of Veteran Affairs</institution>
        <addr-line>Aurora, CO</addr-line>
        <country>United States</country>
      </aff>
      <author-notes>
        <corresp>Corresponding Author: Robert P Dellavalle <email>robert.dellavalle@cuanschutz.edu</email></corresp>
      </author-notes>
      <pub-date pub-type="collection">
        <season>Jul-Dec</season>
        <year>2021</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>31</day>
        <month>8</month>
        <year>2021</year>
      </pub-date>
      <volume>4</volume>
      <issue>2</issue>
      <elocation-id>e29282</elocation-id>
      <history>
        <date date-type="received">
          <day>31</day>
          <month>3</month>
          <year>2021</year>
        </date>
        <date date-type="rev-request">
          <day>19</day>
          <month>4</month>
          <year>2021</year>
        </date>
        <date date-type="rev-recd">
          <day>14</day>
          <month>7</month>
          <year>2021</year>
        </date>
        <date date-type="accepted">
          <day>27</day>
          <month>7</month>
          <year>2021</year>
        </date>
      </history>
      <copyright-statement>©Kayd J Pulsipher, Mindy D Szeto, Chandler W Rundle, Colby L Presley, Melissa R Laughter, Robert P Dellavalle. Originally published in JMIR Dermatology (http://derma.jmir.org), 31.08.2021.</copyright-statement>
      <copyright-year>2021</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 Research, 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/2021/2/e29282" xlink:type="simple"/>
      <abstract>
        <sec sec-type="background">
          <title>Background</title>
          <p>The global burden of skin disease may be reduced through research efforts focused on skin diseases with the highest reported disability-adjusted life years.</p>
        </sec>
        <sec sec-type="objective">
          <title>Objective</title>
          <p>This study evaluates the representation of dermatologic conditions comprising the highest disability-adjusted life years in dermatology literature to identify areas that could benefit from greater research focus.</p>
        </sec>
        <sec sec-type="methods">
          <title>Methods</title>
          <p>The top 10 skin disorders according to their respective disability-adjusted life years as per the 2013 Global Burden of Disease were identified using previous studies. The top 5 dermatology journals ranked by the 2019 h-index were also identified. A PubMed search of each journal was performed using individual skin disease terms. From 2015 to 2020, all indexed publications pertaining to each disease were recorded and compared to the total number of publications for each journal surveyed.</p>
        </sec>
        <sec sec-type="results">
          <title>Results</title>
          <p>A total of 19,727 papers were published in the 5 journals over the span of 2015-2020. Although melanoma ranked as the eighth highest in disability-adjusted life years, it had the highest representation in the literature (1995/19,727, 10.11%). Melanoma was followed in representation by psoriasis (1936/19,727, 9.81%) and dermatitis (1927/19,727, 9.77%). These 3 conditions comprised a total of 29.69% (5858/19,727) of the total publications, while the remaining 7 skin conditions were represented by a combined 6.79% (1341/19,727) of the total publications.</p>
        </sec>
        <sec sec-type="conclusions">
          <title>Conclusions</title>
          <p>This research identifies gaps in the literature related to the top skin diseases contributing to the global burden of disease. Our study provides insight into future opportunities of focused research on less-studied skin diseases to potentially aid in reducing the global burden of skin disease.</p>
        </sec>
      </abstract>
      <kwd-group>
        <kwd>global burden of disease</kwd>
        <kwd>global health</kwd>
        <kwd>global dermatology</kwd>
        <kwd>disability-adjusted life years</kwd>
        <kwd>GBD</kwd>
        <kwd>DALYs</kwd>
        <kwd>journalology</kwd>
        <kwd>dermatology</kwd>
        <kwd>skin disorders</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="introduction">
      <title>Introduction</title>
      <p>The 2013 Global Burden of Disease (GBD) Morbidity and Mortality report identified skin diseases as the fourth leading cause of global disability-adjusted life years (DALYs) [<xref ref-type="bibr" rid="ref1">1</xref>]. One DALY is the sum of years of life lost to a disease plus years lived with disability, with 1 DALY equating to 1 year of healthy life lost [<xref ref-type="bibr" rid="ref1">1</xref>]. Research pertaining to skin disorders with higher reported DALYs has potential to reduce the global burden of skin disease through improvements in management guidelines, public health initiatives, policy changes, and increased awareness within the scientific and greater community [<xref ref-type="bibr" rid="ref2">2</xref>]. This study evaluates the representation of dermatologic conditions comprising the highest DALYs in dermatology literature to identify areas that could benefit from increased research focus.</p>
    </sec>
    <sec sec-type="methods">
      <title>Methods</title>
      <p>A comprehensive search was performed using PubMed to identify peer-reviewed papers. A previous GBD study has identified and ranked individual skin disorders according to their respective DALYs [<xref ref-type="bibr" rid="ref1">1</xref>]. This GBD study was used to select our specific search terms such as dermatitis, acne vulgaris, psoriasis, urticaria, viral skin diseases, fungal skin diseases, scabies, melanoma, pyoderma, and cellulitis. The h-index is a noted metric used to measure individual author and journal research influence and impact [<xref ref-type="bibr" rid="ref3">3</xref>]. The top 5 dermatology journals ranked by the 2019 h-index were identified using the Scimago Journal and Country Rank [<xref ref-type="bibr" rid="ref4">4</xref>]. PubMed searching was performed by pairing individual skin disease terms with each journal title (eg, “dermatitis” AND “Journal of the American Academy of Dermatology”). From 2015 to 2020, all indexed publications pertaining to each disease were recorded and compared to the total number of publications for each journal surveyed. All article types were included to obtain a complete picture of relevant skin disease research. Duplicate papers were excluded.</p>
    </sec>
    <sec sec-type="results">
      <title>Results</title>
      <p>Over the span of 2015-2020, 19,727 publications were recorded from the previously mentioned journals. Melanoma (eighth in DALYs) had the highest representation in the literature at 10.11% (1995/19,727) of the total publications, followed by psoriasis (1936/19,727, 9.81%) and dermatitis (1927/19,727, 9.77%) (<xref ref-type="table" rid="table1">Table 1</xref>). Melanoma, psoriasis, and dermatitis comprised a total of 29.69% (5858/19,727) of all the publications from 2015 to 2020. The remaining 7 skin diseases comprised only 6.79% (1341/19,727) of the total publications. Acne vulgaris, the second highest contributor to skin GBD, followed dermatitis with a much lower representation in the literature (477/19,727, 2.42%). Scabies accumulated the lowest percentage of the total publications (54/19,727, 0.27%). The proportions of publications by year for each disease are shown in <xref rid="figure1" ref-type="fig">Figure 1</xref>.</p>
      <table-wrap position="float" id="table1">
        <label>Table 1</label>
        <caption>
          <p>Top 10 skin conditions contributing to the global burden of disease [<xref ref-type="bibr" rid="ref1">1</xref>] and their representation in the dermatology literature.<sup>a</sup></p>
        </caption>
        <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
          <col width="130"/>
          <col width="70"/>
          <col width="110"/>
          <col width="140"/>
          <col width="160"/>
          <col width="190"/>
          <col width="200"/>
          <thead>
            <tr valign="top">
              <td>Skin disease search term</td>
              <td>Global burden of skin disease rank</td>
              <td>Rank by percentage of total publications</td>
              <td>Percentage of global burden of disease (measured in disability-adjusted life years)<sup>b</sup></td>
              <td>Proportion of global burden of skin disease measured in disability-adjusted life years, fraction (%)<sup>c</sup></td>
              <td>Publications in 2015-2020 (N=19,727), n (%)</td>
              <td>Percentage of total publications/Percentage of global burden of skin disease</td>
            </tr>
          </thead>
          <tbody>
            <tr valign="top">
              <td>Dermatitis</td>
              <td>1</td>
              <td>3</td>
              <td>0.38</td>
              <td>0.38/1.70 (22.35)</td>
              <td>1927 (9.77)</td>
              <td>0.44</td>
            </tr>
            <tr valign="top">
              <td>Acne</td>
              <td>2</td>
              <td>4</td>
              <td>0.29</td>
              <td>0.29/1.70 (17.06)</td>
              <td>477 (2.42)</td>
              <td>0.14</td>
            </tr>
            <tr valign="top">
              <td>Psoriasis</td>
              <td>3</td>
              <td>2</td>
              <td>0.19</td>
              <td>0.19/1.70 (11.18)</td>
              <td>1936 (9.81)</td>
              <td>0.88</td>
            </tr>
            <tr valign="top">
              <td>Urticaria<sup>d</sup></td>
              <td>3</td>
              <td>7</td>
              <td>0.19</td>
              <td>0.19/1.70 (11.18)</td>
              <td>139 (0.70)</td>
              <td>0.06</td>
            </tr>
            <tr valign="top">
              <td>Viral skin disease</td>
              <td>5</td>
              <td>5</td>
              <td>0.16</td>
              <td>0.16/1.70 (9.41)</td>
              <td>283 (1.38)</td>
              <td>0.15</td>
            </tr>
            <tr valign="top">
              <td>Fungal skin  <break/>  
            disease</td>
              <td>6</td>
              <td>6</td>
              <td>0.15</td>
              <td>0.15/1.70 (8.82)</td>
              <td>193 (0.98)</td>
              <td>0.11</td>
            </tr>
            <tr valign="top">
              <td>Scabies</td>
              <td>7</td>
              <td>10</td>
              <td>0.07</td>
              <td>0.07/1.70 (4.12)</td>
              <td>54 (0.27)</td>
              <td>0.07</td>
            </tr>
            <tr valign="top">
              <td>Melanoma</td>
              <td>8</td>
              <td>1</td>
              <td>0.06</td>
              <td>0.06/1.70 (3.53)</td>
              <td>1995 (10.11)</td>
              <td>2.86</td>
            </tr>
            <tr valign="top">
              <td>Pyoderma</td>
              <td>9</td>
              <td>8</td>
              <td>0.05</td>
              <td>0.05/1.70 (2.94)</td>
              <td>124 (0.63)</td>
              <td>0.21</td>
            </tr>
            <tr valign="top">
              <td>Cellulitis</td>
              <td>10</td>
              <td>9</td>
              <td>0.04</td>
              <td>0.04/1.70 (2.35)</td>
              <td>81 (0.41)</td>
              <td>0.17</td>
            </tr>
            <tr valign="top">
              <td>All other skin and subcutaneous  <break/>  
            diseases</td>
              <td>N/A<sup>e</sup></td>
              <td>N/A</td>
              <td>0.12</td>
              <td>0.12/1.70 (7.00)</td>
              <td>N/A</td>
              <td>N/A</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn id="table1fn1">
            <p><sup>a</sup>The following journals ranked by the 2019 h-index were searched: rank 1, Journal of the American Academy of Dermatology; rank 2, Journal of Investigative Dermatology; rank 3, British Journal of Dermatology; rank 4, Journal of the American Medical Association Dermatology; and rank 5, Dermatologic Surgery.</p>
          </fn>
          <fn id="table1fn2">
            <p><sup>b</sup>The percentage values in this column have been directly taken from the global burden of disease paper [<xref ref-type="bibr" rid="ref1">1</xref>]. Total skin-related percentage of global burden of disease=1.70%.</p>
          </fn>
          <fn id="table1fn3">
            <p><sup>c</sup>This column shows the fractions of the total skin-related global burden of disease over the total percentage of global burden of disease (1.70%) calculated for the 10 skin diseases.</p>
          </fn>
          <fn id="table1fn4">
            <p><sup>d</sup>Urticaria has the same ranking as psoriasis in the calculation of the global burden of skin disease rankings [<xref ref-type="bibr" rid="ref1">1</xref>].</p>
          </fn>
          <fn id="table1fn5">
            <p><sup>e</sup>N/A: not applicable.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <fig id="figure1" position="float">
        <label>Figure 1</label>
        <caption>
          <p>Proportion of publications by year for each global burden of skin disease condition.</p>
        </caption>
        <graphic xlink:href="derma_v4i2e29282_fig1.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
      </fig>
    </sec>
    <sec sec-type="discussion">
      <title>Discussion</title>
      <p>The disproportionate representation of melanoma in the literature compared to overall GBD is likely explained by the increased mortality risk of melanoma relative to other skin diseases [<xref ref-type="bibr" rid="ref5">5</xref>,<xref ref-type="bibr" rid="ref6">6</xref>]. Additionally, a large portion of the examined publications originated from North American– and European-based journals, which are regions with high melanoma incidence reported globally [<xref ref-type="bibr" rid="ref5">5</xref>]. Notably, these regions have minimal incidence of scabies [<xref ref-type="bibr" rid="ref1">1</xref>], which had the lowest representation in the literature. However, literature representation is likely multifactorial, with epidemiologic factors and research funding contributing to literature representation [<xref ref-type="bibr" rid="ref7">7</xref>].</p>
      <p>Although this study utilizes 2013 GBD data to guide our literature search, it does not implicate the literature gaps identified in this study. Our study was limited by the use of 1 specific search term pertaining to the individual skin diseases. We recognize that performing our search across 5 journals with a single term per skin disease could have led to possible omissions. Although a variety of terms could be searched for some skin diseases within our study, such as fungal skin diseases, we elected to use a single term for consistency across all the skin diseases studied and recognize that certain publications discussing multiple skin diseases may have been listed under more than one search term. Lastly, we acknowledge that many of the mentioned skin diseases may be represented outside of dermatology-specific journals, which our study did not examine. Nonetheless, we offer a valuable initial survey of these skin diseases in highly read and influential dermatology literature and hope that our study will prompt future necessary work to identify potential avenues for refinement of current research efforts.</p>
      <p>Indeed, a primary purpose of the GBD collaboration is to aid clinical researchers in determining priority of research at local, national, and global levels [<xref ref-type="bibr" rid="ref1">1</xref>]. Herein, our study provides insight into possible future investigative pathways for dermatologic research. For example, urticaria accounts for 11.18% (0.19/1.70) of skin-related DALYs (equal to psoriasis), yet these rank sixth and second in the percentage of the total publications, respectively [<xref ref-type="bibr" rid="ref8">8</xref>]. Thus, researchers have opportunities to further elucidate causal mechanisms and the clinical impact of less-studied dermatologic conditions as a means to guide clinical decision-making, public health initiatives, policy changes, and education for dermatologists.</p>
      <p>Dermatologic disease is a significant source of global DALYs. Although there has been significant research focus on dermatologic malignancies, dermatitis, and psoriasis in the last 5 years, this study highlights significant gaps and opportunities that remain in skin disease literature.</p>
    </sec>
  </body>
  <back>
    <app-group/>
    <glossary>
      <title>Abbreviations</title>
      <def-list>
        <def-item>
          <term id="abb1">DALY</term>
          <def>
            <p>disability-adjusted life year</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb2">GBD</term>
          <def>
            <p>Global Burden of Disease</p>
          </def>
        </def-item>
      </def-list>
    </glossary>
    <fn-group>
      <fn fn-type="con">
        <p>KJP contributed to the project conceptualization, methodology, data collection, writing of manuscript, review, and editing. MDS contributed to the methodology, statistical analysis, review, and editing. CWR contributed to the writing of manuscript, review, and editing. CLP contributed to project conceptualization, writing of manuscript, review, and editing. MRL contributed to the methodology, statistical analysis, review, and editing. RPD contributed to the review and editing, project supervision, and project administration.</p>
      </fn>
      <fn fn-type="conflict">
        <p>RPD is the Editor-in-Chief of JMIR Dermatology, a Joint Coordinating Editor for Cochrane Skin, a Dermatology Section Editor for UpToDate, a Social Media Editor for the Journal of the American Academy of Dermatology, and a Podcast Editor for the Journal of Investigative Dermatology. He is a coordinating editor representative on Cochrane Council.</p>
      </fn>
    </fn-group>
    <ref-list>
      <ref id="ref1">
        <label>1</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Karimkhani</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Dellavalle</surname>
              <given-names>RP</given-names>
            </name>
            <name name-style="western">
              <surname>Coffeng</surname>
              <given-names>LE</given-names>
            </name>
            <name name-style="western">
              <surname>Flohr</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Hay</surname>
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