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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">JMU</journal-id>
      <journal-id journal-id-type="nlm-ta">JMIR Mhealth Uhealth</journal-id>
      <journal-title>JMIR mHealth and uHealth</journal-title>
      <issn pub-type="epub">2291-5222</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">v5i7e101</article-id>
    <article-id pub-id-type="pmid">28747297</article-id>
    <article-id pub-id-type="doi">10.2196/mhealth.8231</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>Photoaging Mobile Apps as a Novel Opportunity for Melanoma Prevention: Pilot Study</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>Burford</surname>
          <given-names>Oksana</given-names>
        </name>
      </contrib>
      <contrib contrib-type="reviewer">
        <name>
          <surname>Giacobbi, Jr.</surname>
          <given-names>Peter</given-names>
        </name>
      </contrib>
      <contrib contrib-type="reviewer">
        <name>
          <surname>Makin</surname>
          <given-names>Jen</given-names>
        </name>
      </contrib>
    </contrib-group>
    <contrib-group>
      <contrib contrib-type="author" id="contrib1" corresp="yes">
      <name name-style="western">
        <surname>Brinker</surname>
        <given-names>Titus Josef</given-names>
      </name>
      <degrees>MD</degrees>
      <xref rid="aff1" ref-type="aff">1</xref>
      <address>
        <institution>Department of Dermatology, Venerology and Allergology</institution>
        <institution>University-Hospital Essen</institution>
        <institution>University of Duisburg-Essen</institution>
        <addr-line>Hufelandstrasse 55</addr-line>
        <addr-line>Essen, 45147</addr-line>
        <country>Germany</country>
        <phone>49 15175084347</phone>
        <fax>49 15175084347</fax>
        <email>titus.brinker@gmail.com</email>
      </address>  
      <xref rid="aff2" ref-type="aff">2</xref>
      <xref rid="aff3" ref-type="aff">3</xref>
      <ext-link ext-link-type="orcid">http://orcid.org/0000-0002-3620-5919</ext-link></contrib>
      <contrib contrib-type="author" id="contrib2">
        <name name-style="western">
          <surname>Schadendorf</surname>
          <given-names>Dirk</given-names>
        </name>
        <degrees>MD, PhD</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
        <xref rid="aff2" ref-type="aff">2</xref>
        <xref rid="aff3" ref-type="aff">3</xref>
        <ext-link ext-link-type="orcid">http://orcid.org/0000-0003-3524-7858</ext-link>
      </contrib>
      <contrib contrib-type="author" id="contrib3">
        <name name-style="western">
          <surname>Klode</surname>
          <given-names>Joachim</given-names>
        </name>
        <degrees>MD, PhD</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
        <xref rid="aff2" ref-type="aff">2</xref>
        <xref rid="aff3" ref-type="aff">3</xref>
        <ext-link ext-link-type="orcid">http://orcid.org/0000-0001-9239-7014</ext-link>
      </contrib>
      <contrib contrib-type="author" id="contrib4">
        <name name-style="western">
          <surname>Cosgarea</surname>
          <given-names>Ioana</given-names>
        </name>
        <degrees>MD</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
        <xref rid="aff2" ref-type="aff">2</xref>
        <xref rid="aff3" ref-type="aff">3</xref>
        <ext-link ext-link-type="orcid">http://orcid.org/0000-0002-2639-6264</ext-link>
      </contrib>
      <contrib contrib-type="author" id="contrib5">
        <name name-style="western">
          <surname>Rösch</surname>
          <given-names>Alexander</given-names>
        </name>
        <degrees>MD</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
        <xref rid="aff2" ref-type="aff">2</xref>
        <xref rid="aff3" ref-type="aff">3</xref>
        <ext-link ext-link-type="orcid">http://orcid.org/0000-0002-0841-2574</ext-link>
      </contrib>
      <contrib contrib-type="author" id="contrib6">
        <name name-style="western">
          <surname>Jansen</surname>
          <given-names>Philipp</given-names>
        </name>
        <degrees>MD</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
        <xref rid="aff2" ref-type="aff">2</xref>
        <xref rid="aff3" ref-type="aff">3</xref>
        <ext-link ext-link-type="orcid">http://orcid.org/0000-0003-3139-2118</ext-link>
      </contrib>
      <contrib contrib-type="author" id="contrib7">
        <name name-style="western">
          <surname>Stoffels</surname>
          <given-names>Ingo</given-names>
        </name>
        <degrees>MD, PhD</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
        <xref rid="aff2" ref-type="aff">2</xref>
        <xref rid="aff3" ref-type="aff">3</xref>
        <ext-link ext-link-type="orcid">http://orcid.org/0000-0003-0111-1303</ext-link>
      </contrib>
      <contrib contrib-type="author" id="contrib8">
        <name name-style="western">
          <surname>Izar</surname>
          <given-names>Benjamin</given-names>
        </name>
        <degrees>MD, PhD</degrees>
        <xref rid="aff4" ref-type="aff">4</xref>
        <xref rid="aff5" ref-type="aff">5</xref>
        <ext-link ext-link-type="orcid">http://orcid.org/0000-0003-0807-4461</ext-link>
      </contrib>
    </contrib-group>
    <aff id="aff1">
    <sup>1</sup>
    <institution>Department of Dermatology, Venerology and Allergology</institution>
    <institution>University-Hospital Essen</institution>  
    <institution>University of Duisburg-Essen</institution>  
    <addr-line>Essen</addr-line>
    <country>Germany</country></aff>
    <aff id="aff2">
    <sup>2</sup>
    <institution>West German Cancer Center</institution>
    <institution>University of Duisburg-Essen</institution>  
    <addr-line>Essen</addr-line>
    <country>Germany</country></aff>
    <aff id="aff3">
      <sup>3</sup>
      <institution>German Cancer Consortium (DKTK)</institution>
      <addr-line>Heidelberg</addr-line>
      <country>Germany</country>
    </aff>
    <aff id="aff4">
    <sup>4</sup>
    <institution>Department of Medical Oncology</institution>
    <institution>Dana-Farber Cancer Institute</institution>  
    <institution>Harvard Medical School</institution>  
    <addr-line>Boston, MA</addr-line>
    <country>United States</country></aff>
    <aff id="aff5">
      <sup>5</sup>
      <institution>Broad Institute of MIT and Harvard</institution>
      <addr-line>Cambridge, MA</addr-line>
      <country>United States</country>
    </aff>
    <author-notes>
      <corresp>Corresponding Author: Titus Josef Brinker 
      <email>titus.brinker@gmail.com</email></corresp>
    </author-notes>
    <pub-date pub-type="collection"><month>07</month><year>2017</year></pub-date>
    <pub-date pub-type="epub">
      <day>26</day>
      <month>07</month>
      <year>2017</year>
    </pub-date>
    <volume>5</volume>
    <issue>7</issue>
    <elocation-id>e101</elocation-id>
    <!--history from ojs - api-xml-->
    <history>
      <date date-type="received">
        <day>18</day>
        <month>6</month>
        <year>2017</year>
      </date>
      <date date-type="rev-request">
        <day>3</day>
        <month>7</month>
        <year>2017</year>
      </date>
      <date date-type="rev-recd">
        <day>3</day>
        <month>7</month>
        <year>2017</year>
      </date>
      <date date-type="accepted">
        <day>12</day>
        <month>7</month>
        <year>2017</year>
      </date>
    </history>
    <!--(c) the authors - correct author names and publication date here if necessary. Date in form ', dd.mm.yyyy' after jmir.org-->
    <copyright-statement>©Titus Josef Brinker, Dirk Schadendorf, Joachim Klode, Ioana Cosgarea, Alexander Rösch, Philipp Jansen, Ingo Stoffels, Benjamin Izar. Originally published in JMIR Mhealth and Uhealth (http://mhealth.jmir.org), 26.07.2017.</copyright-statement>
    <copyright-year>2017</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 mhealth and uhealth, is properly cited. The complete bibliographic information, a link to the original publication on http://mhealth.jmir.org/, as well as this copyright and license information must be included.</p>
    </license>  
    <self-uri xlink:href="http://mhealth.jmir.org/2017/7/e101/" xlink:type="simple"/>
    <abstract>
      <sec sec-type="background">
        <title>Background</title>
        <p>Around 90% of melanomas are caused by ultraviolet (UV) exposure and are therefore eminently preventable. Unhealthy tanning behavior is mostly initiated in early adolescence, often with the belief that it increases attractiveness; the problems related to skin atrophy and malignant melanoma are too far in the future to fathom. Photoaging desktop programs, in which an image is altered to predict future appearance, have been successful in positively influencing behavior in adiposity or tobacco prevention settings.</p>
      </sec>
      <sec sec-type="objective">
        <title>Objective</title>
        <p>To develop and test a photoaging app designed for melanoma prevention.</p>
      </sec>
      <sec sec-type="methods">
        <title>Methods</title>
        <p>We harnessed the widespread availability of mobile phones and adolescents’ interest in appearance to develop a free mobile app called Sunface. This app has the user take a self-portrait (ie, a selfie), and then photoages the image based on Fitzpatrick skin type and individual UV protection behavior. Afterward, the app explains the visual results and aims at increasing self-competence on skin cancer prevention by providing guideline recommendations on sun protection and the ABCDE rule for melanoma self-detection. The underlying aging algorithms are based on publications showing UV-induced skin damage by outdoor as well as indoor tanning. To get a first impression on how well the app would be received in a young target group, we included a total sample of 25 students in our cross-sectional pilot study with a median age of 22 (range 19-25) years of both sexes (11/25, 44% female; 14/25, 56% male) attending the University of Essen in Germany.</p>
      </sec>
      <sec sec-type="results">
        <title>Results</title>
        <p>The majority of enrolled students stated that they would download the app (22/25, 88%), that the intervention had the potential to motivate them to use sun protection (23/25, 92%) and that they thought such an app could change their perceptions that tanning makes you attractive (19/25, 76%). Only a minority of students disagreed or fully disagreed that they would download such an app (2/25, 8%) or that such an app could change their perceptions on tanning and attractiveness (4/25, 16%).</p>
      </sec>
      <sec sec-type="conclusions">
        <title>Conclusions</title>
        <p>Based on previous studies and the initial study results presented here, it is reasonable to speculate that the app may induce behavioral change in the target population. Further work is required to implement and examine the effectiveness of app-based photoaging interventions within risk groups from various cultural backgrounds.</p>
      </sec>
    </abstract>
    <kwd-group>
      <kwd>melanoma</kwd>
      <kwd>skin cancer</kwd>
      <kwd>prevention</kwd>
      <kwd>mobile apps</kwd>
      <kwd>smartphones</kwd>
      <kwd>photoaging</kwd>
    </kwd-group></article-meta>
  </front>
  <body>
    <sec sec-type="introduction">
      <title>Introduction</title>
      <p>Melanoma accounts for the majority of skin cancer-related deaths worldwide [<xref ref-type="bibr" rid="ref1">1</xref>]. The implementation of next-generation sequencing has uncovered key oncogenic drivers of metastatic melanoma, such as mutations in the <italic>BRAF</italic> gene, which are present in around 50% of patients [<xref ref-type="bibr" rid="ref2">2</xref>,<xref ref-type="bibr" rid="ref3">3</xref>]. Development of therapies targeting the products of these genetic alterations, namely BRAF and MEK inhibitors, led to the first therapeutic revolution in melanoma care. These advances changed the prognosis of metastatic melanoma from a uniformly fatal disease with median survival of about 9 months to a treatable disease with median overall survival rates of more than 24 months, including some long-term responders [<xref ref-type="bibr" rid="ref4">4</xref>-<xref ref-type="bibr" rid="ref7">7</xref>].</p>
      <p>In parallel, an improved understanding of mechanisms of tumor immune evasion, namely through interactions with immune checkpoints, such as cytotoxic T-lymphocyte-associated antigen 4 and programmed cell death protein 1, provided the rationale for the second therapeutic revolution. Conceptually, immune checkpoint inhibitors disrupt tumor-mediated T-cell dysfunction, and enable reactivation and effective immune-mediated tumor lysis. Up to 1 in 3 patients with metastatic melanoma may derive durable responses to these therapies [<xref ref-type="bibr" rid="ref8">8</xref>-<xref ref-type="bibr" rid="ref11">11</xref>].</p>
      <p>Despite these disruptive changes in the therapeutic landscape, the majority of patients will still die from their disease. Several institutions and entities therefore emphasize and fund programs to improve preventive measures. Around 90% of melanomas are related to ultraviolet (UV) radiation [<xref ref-type="bibr" rid="ref12">12</xref>], and recent data indicate that especially people with lower genetic risk for melanoma benefit from avoiding cumulative UV exposure, which is known as the divergent pathway hypothesis [<xref ref-type="bibr" rid="ref13">13</xref>,<xref ref-type="bibr" rid="ref14">14</xref>].</p>
      <p>Unhealthy tanning behavior (including sunbed use) is mostly initiated in early adolescence [<xref ref-type="bibr" rid="ref15">15</xref>], often with the belief that it increases attractiveness [<xref ref-type="bibr" rid="ref16">16</xref>-<xref ref-type="bibr" rid="ref18">18</xref>]; the problems related to skin atrophy and malignant melanoma are too far in the future to fathom.</p>
      <p>To target populations at risk for such behaviors, implementation of programs that are embedded in frequently used media, such as the Internet or mobile phone apps, may be useful. Indeed, a recent randomized controlled trial by Burford et al demonstrated the effectiveness of photoaging desktop programs, in which an image is altered to predict future appearance, for behavioral change in young target groups in the field of smoking cessation [<xref ref-type="bibr" rid="ref19">19</xref>]. Furthermore, a quasi-experimental study showed significantly higher scores for predictors of sun protection behavior in young women from the United Kingdom using such programs [<xref ref-type="bibr" rid="ref20">20</xref>], which were also effective in changing young adults’ suntanning intentions in both sexes [<xref ref-type="bibr" rid="ref21">21</xref>]. However, the investigated desktop-based programs only reach a small audience and are not freely available. To improve melanoma prevention in the larger population by leveraging frequently used technologies, we developed a freely available phone app aimed at enhancing sun protective behaviors.</p>
    </sec>
    <sec sec-type="methods">
      <title>Methods</title>
      <p>We harnessed the widespread availability of mobile phones and adolescents’ interest in appearance to develop a free mobile app. The Sunface app has the user take a self-portrait (ie, a selfie), and then photoages the image based on Fitzpatrick skin type (<xref ref-type="fig" rid="figure1">Figure 1</xref>) and individual UV protection behavior (<xref ref-type="fig" rid="figure2">Figure 2</xref>, <xref ref-type="fig" rid="figure3">Figure 3</xref>, <xref ref-type="fig" rid="figure4">Figure 4</xref>).</p>
      <p>Afterward, the app explains the visual results (<xref ref-type="fig" rid="figure5">Figure 5</xref>) and increases self-competence on skin cancer prevention by providing guideline recommendations on sun protection and the ABCDE rule for melanoma self-detection (assess border irregularity, color variety, diameter, and evolution [<xref ref-type="bibr" rid="ref22">22</xref>]). By means of sharing tools of the animated image as a video (<xref ref-type="app" rid="app1">Multimedia Appendix 1</xref>) or photo, the user’s social network may be informed about the various beauty-reducing effects of tanning and about the app.</p>
      <p>The underlying aging algorithms are based on publications showing UV-induced skin damage caused by outdoor as well as indoor tanning [<xref ref-type="bibr" rid="ref23">23</xref>]. As no trials with 25 years of follow-up were available, we had to extrapolate the current evidence on UV-induced skin damage for the specific skin types.</p>
      <p>To get a first impression of how well the app would be received in a young target group, we included a total sample of 25 students in our cross-sectional pilot study with a median age of 22 (range 19-25) years of both sexes (11/25, 44% female; 14/25, 56% male) attending the University of Essen in Germany.</p>
      <p>An interviewer walked up to each individual student, asked for oral consent, let them use the app once by handing them an iPod Touch (Apple Inc) with the app preinstalled, and then measured their reactions to the 1-time use of the app (no longer than 2 minutes) via a paper-and-pencil questionnaire. The items used in the questionnaire captured sociodemographic data (sex, age) and their reactions toward the app, on 5-point Likert scales, directly after using it. All items used wording and a structure similar to those of a previously published questionnaire evaluating a photoaging app for tobacco use prevention [<xref ref-type="bibr" rid="ref24">24</xref>]. Each selfie was deleted directly after the individual test persons had tested the app for data protection reasons.</p>
      <fig id="figure1" position="float">
        <label>Figure 1</label>
        <caption>
          <p>Start of the app: the user picks their Fitzpatrick skin type.</p>
        </caption>
        <graphic xlink:href="mhealth_v5i7e101_fig1.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
      </fig>
      <fig id="figure2" position="float">
        <label>Figure 2</label>
        <caption>
          <p>Effect view of the app: 25 years of aging with applied sun protection.</p>
        </caption>
        <graphic xlink:href="mhealth_v5i7e101_fig2.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
      </fig>
      <fig id="figure3" position="float">
        <label>Figure 3</label>
        <caption>
          <p>Effect view of the app: weekly tanning for 25 years (maximum effect) with a total of 3 actinic keratoses visible, multiple solar lentigines, age spots, and prominent solar elastosis.</p>
        </caption>
        <graphic xlink:href="mhealth_v5i7e101_fig3.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
      </fig>
      <fig id="figure4" position="float">
        <label>Figure 4</label>
        <caption>
          <p>Effect view of the app: 5 years of normal aging with daily sun protection applied.</p>
        </caption>
        <graphic xlink:href="mhealth_v5i7e101_fig4.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
      </fig>
      <fig id="figure5" position="float">
        <label>Figure 5</label>
        <caption>
          <p>Explanatory graphic within the app explaining the shown effects. UV: ultraviolet.</p>
        </caption>
        <graphic xlink:href="mhealth_v5i7e101_fig5.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
      </fig>
    </sec>
    <sec sec-type="results">
      <title>Results</title>
      <p>The majority of enrolled students stated that they would download the app (22/25, 88%), that the intervention had the potential to motivate them to use sun protection (23/25, 92%), and that they thought such an app could change their perceptions that tanning makes you attractive (19/25, 76%). Only a minority of students disagreed or fully disagreed that they would download such an app (2/25, 8%) or that such an app could change their perceptions on tanning and attractiveness (4/25, 16%).</p>
      <p>In line with our small survey, the app was installed on over 1000 Android and 500 iOS smartphones within 14 days after its release in Germany (May 30, 2017 to June 17, 2017). We thus expect it to reach a similar popularity with an estimated 30,000 users within 1 year, which is comparable with our photoaging app on tobacco-induced skin changes [<xref ref-type="bibr" rid="ref25">25</xref>]. As smartphone use in Germany declines with age, we assume that the largest fraction of app users will be in the vulnerable age group of 35 years or younger.</p>
    </sec>
    <sec sec-type="discussion">
      <title>Discussion</title>
      <p>The implementation of novel technologies and computational algorithms has the potential to substantially change the landscape of cancer prevention and early melanoma detection [<xref ref-type="bibr" rid="ref19">19</xref>,<xref ref-type="bibr" rid="ref20">20</xref>,<xref ref-type="bibr" rid="ref24">24</xref>,<xref ref-type="bibr" rid="ref26">26</xref>-<xref ref-type="bibr" rid="ref30">30</xref>], and thereby reduce its disease-specific mortality. Here, we propose the use of a mobile phone app, Sunface, as a means to implement interventions that encourage sun protective behavior. The effectiveness of such approaches has been demonstrated in recent studies, and could be complimentary to early detection programs by dermatologists and recently developed artificial intelligence programs [<xref ref-type="bibr" rid="ref31">31</xref>]. Phone apps in the field of dermatology are of increasing relevance [<xref ref-type="bibr" rid="ref32">32</xref>-<xref ref-type="bibr" rid="ref44">44</xref>] and may be particularly effective in reaching a large number of people, given the increasing use of mobile phones, which is projected to increase to more than 6 billion subscriptions by 2021 [<xref ref-type="bibr" rid="ref45">45</xref>], and their integration into daily living habits by these customers.</p>
      <p>Based on previous studies and the initial study results presented here, it is reasonable to speculate that the app may induce behavioral change in the target population. Further work is required to implement and examine the effectiveness of app-based photoaging interventions within risk groups from various cultural backgrounds.</p>
    </sec>
  </body>
  <back>
    <app-group>
      <app id="app1">
        <title>Multimedia Appendix 1</title>
        <p>Shared video of the Sunface app with 15 years of no sun protection shown in a 3-dimensional animated selfie.</p>
        <media xlink:href="mhealth_v5i7e101_app1.mp4" xlink:title="MP4 File (MP4 Video), 1MB"/>
      </app>
    </app-group>
    <glossary>
      <title>Abbreviations</title>
      <def-list>
        <def-item>
          <term id="abb1">UV</term>
          <def>
            <p>ultraviolet</p>
          </def>
        </def-item>
      </def-list>
    </glossary>
    <fn-group>
      <fn fn-type="conflict">
        <p>None declared.</p>
      </fn>
      <fn fn-type="con">
        <p>DS, JK, IC, AR, PJ, IS, and BI contributed to the design and conduct of the pilot study, as well as the analysis of its data, and proofread the manuscript.</p>
      </fn>
    </fn-group>
    <ref-list>
      <ref id="ref1">
        <label>1</label>
        <nlm-citation citation-type="journal">
        <person-group person-group-type="author">
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            <given-names>C</given-names>
          </name>
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            <given-names>AC</given-names>
          </name>
          <name name-style="western">
            <surname>Nijsten</surname>
            <given-names>T</given-names>
          </name>
          <name name-style="western">
            <surname>Weinstock</surname>
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            <given-names>M</given-names>
          </name>
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            <surname>Fitzmaurice</surname>
            <given-names>C</given-names>
          </name>
        </person-group>
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        <pub-id pub-id-type="medline">28369739</pub-id></nlm-citation>
      </ref>
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        <nlm-citation citation-type="journal">
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