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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pediatr.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Pediatrics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pediatr.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2296-2360</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fped.2025.1667636</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Systematic Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Neonatal phototherapy and cancer risk: a systematic review and meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Freeman</surname><given-names>Sloane J.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref>
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<contrib contrib-type="author">
<name><surname>Keown-Stoneman</surname><given-names>Charles D. G.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
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<name><surname>Ghobrial</surname><given-names>Mariah</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Jegathesan</surname><given-names>Thivia</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<name><surname>Sgro</surname><given-names>Michael D.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<aff id="aff1"><label>1</label><institution>Women and Children&#x2019;s Health Program, St. Michael&#x2019;s Hospital, Unity Health Toronto</institution>, <city>Toronto</city>, <state>ON</state>, <country country="ca">Canada</country></aff>
<aff id="aff2"><label>2</label><institution>Temerty Faculty of Medicine, University of Toronto</institution>, <city>Toronto</city>, <state>ON</state>, <country country="ca">Canada</country></aff>
<aff id="aff3"><label>3</label><institution>Li Ka Shing Knowledge Institute, St. Michael&#x2019;s Hospital, Unity Health Toronto</institution>, <city>Toronto</city>, <state>ON</state>, <country country="ca">Canada</country></aff>
<aff id="aff4"><label>4</label><institution>Applied Health Research Centre, St. Michael&#x2019;s Hospital, Unity Health Toronto</institution>, <city>Toronto</city>, <state>ON</state>, <country country="ca">Canada</country></aff>
<aff id="aff5"><label>5</label><institution>Dalla Lana School of Public Health, University of Toronto</institution>, <city>Toronto</city>, <state>ON</state>, <country country="ca">Canada</country></aff>
<author-notes>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Sloane J. Freeman <email xlink:href="mailto:sloane.freeman@unityhealth.to">sloane.freeman@unityhealth.to</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-11-24"><day>24</day><month>11</month><year>2025</year></pub-date>
<pub-date publication-format="electronic" date-type="collection"><year>2025</year></pub-date>
<volume>13</volume><elocation-id>1667636</elocation-id>
<history>
<date date-type="received"><day>16</day><month>07</month><year>2025</year></date>
<date date-type="accepted"><day>24</day><month>10</month><year>2025</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2025 Freeman, Keown-Stoneman, Ghobrial, Jegathesan and Sgro.</copyright-statement>
<copyright-year>2025</copyright-year><copyright-holder>Freeman, Keown-Stoneman, Ghobrial, Jegathesan and Sgro</copyright-holder><license><ali:license_ref start_date="2025-11-24">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p></license>
</permissions>
<abstract><sec><title>Objective</title>
<p>To evaluate the risk of cancer after phototherapy for neonatal hyperbilirubinemia.</p>
</sec><sec><title>Study design</title>
<p>This was a systematic review and meta-analysis. Electronic databases, including PubMed, Embase, and Cochrane Library, were searched. Prospective and retrospective studies, case series, and review studies published between 1970 and 2025 were included. Studies underwent two stages of screening. The first phase was title and abstract screening. The second phase was a full-text review of studies deemed to meet the inclusion criteria. Risk of bias was assessed using ROBINS-E. Inverse-variance weighted multi-level random effects models were used for all analyses.</p>
</sec><sec><title>Results</title>
<p>This systematic review and meta-analysis included 15 studies. Risk of bias was low in eight studies, one study was judged to have some concerns, and six studies were determined to have a high risk of bias. A total of 6,675,265 patient data points were included. Studies ranged from 1995&#x2013;2022, with an age group from 35 weeks to 31 years old. Overall, there was an estimated 24&#x0025; increased odds of cancer for those who received phototherapy compared to those who did not [OR&#x2009;&#x003D;&#x2009;1.24; 95&#x0025; CI: (1.12, 1.36); <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001].</p>
</sec><sec><title>Conclusions</title>
<p>Phototherapy for neonatal hyperbilirubinemia was associated with a small increased risk of cancer up to age 31 years. This association must be balanced by the well-understood risk of Bilirubin-Induced Neurologic Dysfunction.</p>
</sec>
</abstract>
<kwd-group>
<kwd>phototherapy</kwd>
<kwd>hyperbilirubinemia</kwd>
<kwd>cancer</kwd>
<kwd>neonatology</kwd>
<kwd>systematic review</kwd>
<kwd>meta-analysis</kwd>
</kwd-group><funding-group>
<funding-statement>The author(s) declare that no financial support was received for the research and/or publication of this article.</funding-statement>
</funding-group>
<counts>
<fig-count count="3"/>
<table-count count="1"/><equation-count count="0"/><ref-count count="63"/><page-count count="12"/><word-count count="3450"/></counts><custom-meta-group><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Neonatology</meta-value></custom-meta></custom-meta-group>
</article-meta>
</front>
<body><sec id="s1" sec-type="intro"><title>Introduction</title>
<p>Phototherapy is the gold standard treatment for neonatal hyperbilirubinemia. In 2022, the American Academy of Pediatrics published revised clinical practice guidelines with increased thresholds for the use of phototherapy for term and near-term infants. Subsequently, a large US hospital network of 22,000 newborns reported a 47&#x0025; decrease in phototherapy usage since the new guidelines were published, with 2&#x0025; of newborns receiving phototherapy (<xref ref-type="bibr" rid="B1">1</xref>). European studies reported higher rates with close to 4&#x0025; of neonates receiving phototherapy (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>). Phototherapy decreases serum levels of unconjugated bilirubin by changing the conformation of the bilirubin molecule to excretable water-soluble isomers. Without treatment, acute hyperbilirubinemia may lead to Bilirubin-Induced Neurologic Dysfunction (BIND). BIND is the constellation of neurologic signs and symptoms that include acute bilirubin encephalopathy and may result in the sequelae of chronic bilirubin encephalopathy, hearing loss, and visuo-oculomotor disturbances (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B6">6</xref>). Animal and cell culture studies have identified concerns around phototherapy-induced DNA damage, raising questions around a potential cancer risk (<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>). However, its potential as a carcinogen has been investigated in numerous observational studies with mixed results (<xref ref-type="bibr" rid="B19">19</xref>&#x2013;<xref ref-type="bibr" rid="B22">22</xref>).</p>
<p>Previous meta-analyses evaluating cancer risk after exposure to phototherapy in the neonatal period have shown a small positive association (<xref ref-type="bibr" rid="B23">23</xref>&#x2013;<xref ref-type="bibr" rid="B26">26</xref>), however these meta-analyses analyzed fewer studies than the present one, either because they separated cohort and case control studies (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>), or excluded studies included within their systematic reviews from their primary analyses without sufficient explaination (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>). The aim of our study was to perform an updated, inclusive, and focused systematic review and meta-analysis evaluating the association between phototherapy in the neonatal period and cancer risk, excluding benign and dysplastic nevi, using weighted analysis, and including only studies with appropriate tests of association or sufficient detail for re-analysis, to increase the reliability of our findings.</p>
</sec>
<sec id="s2" sec-type="methods"><title>Methods</title>
<sec id="s2a"><title>Study design</title>
<p>This is a systematic review and meta-analysis which followed The Cochrane Handbook for Systematic Reviews (<xref ref-type="bibr" rid="B27">27</xref>) and the PRISMA 2020 reporting guidelines for reporting Systematic Reviews and Meta-Analyses (<xref ref-type="bibr" rid="B28">28</xref>).</p>
</sec>
<sec id="s2b"><title>Search process</title>
<p>A literature search of electronic databases including: Medline, Embase, Cochrane Central, CINAHL, and Scopus was performed on March 28, 2022 and June 18, 2025. The search strategy underwent a review process in accordance with the Peer Review for Electronic Search Strategies (PRESS) guidelines (<xref ref-type="bibr" rid="B29">29</xref>). The search terms and keywords used covered three main concepts, &#x201C;Phototherapy,&#x201D; &#x201C;Neonates,&#x201D; and &#x201C;Cancer,&#x201D; including any of these concepts&#x0027; synonymous words. The full search strategy can be found in the Supplementary Data.</p>
</sec>
<sec id="s2c"><title>Inclusion criteria</title>
<p>We included human studies published in English between 1970 and 2025, with neonates of all gestational ages who underwent phototherapy within 28 days of age. Peer-reviewed observational studies, including prospective and retrospective studies, case series studies, and review studies were included.</p>
</sec>
<sec id="s2d"><title>Exclusion criteria</title>
<p>Studies were excluded if they were theoretical studies based on human cells, <italic>in vitro</italic> and/or animal studies, studies where phototherapy was the outcome variable, studies where the outcome was not the impact of phototherapy, studies where the outcomes were benign and/or dysplastic nevi, or studies which did not report the side effects of phototherapy. Additionally, one study was excluded because it represented a duplicate sample from another included study.</p>
</sec>
<sec id="s2e"><title>Outcome</title>
<p>Our primary outcome was overall cancer risk.</p>
</sec>
<sec id="s2f"><title>Data extraction</title>
<p>Studies underwent two stages of screening. The first phase was title/abstract screening. The second phase was a full-text review of studies deemed to meet the inclusion criteria. Two independent reviewers were assigned to each phase. Each reviewer independently screened studies, determined the eligibility of papers and decided on inclusion status, with two additional independent reviewers resolving any conflicts among the initial reviewers&#x0027; decisions. Records and data were managed throughout the review using Covidence (<xref ref-type="bibr" rid="B30">30</xref>), a systematic review software, and EndNote (<xref ref-type="bibr" rid="B31">31</xref>), a bibliographic software.</p>
</sec>
<sec id="s2g"><title>Risk of bias assessment</title>
<p>Risk of bias was assessed using Risk of Bias in Non-randomized Studies of Exposures (ROBINS-E) (<xref ref-type="bibr" rid="B32">32</xref>). Risk of bias was assessed for seven domains, including: confounding, measurement of the exposure, selection of participants into the study (or into the analysis), post-exposure interventions, missing data, measurement of the outcome, and selection of the reported results (<xref ref-type="bibr" rid="B32">32</xref>). Two independent reviewers completed the assessment for each study. The overall score was reported as low, some concerns, or high risk of bias.</p>
</sec>
<sec id="s2h"><title>Statistical analysis</title>
<p>Inverse-variance weighted multi-level random effects models were used for all analyses. Weights were assigned using the inverse of an effect size&#x0027;s variance (i.e., the squared standard error) to determine the strength of evidence within each study. For example, larger studies with less variance in their estimates tend to contribute more weight in the meta-analyses. These models account for heterogeneity between estimates from different study designs, with random effects explicitly modelled for each individual study in the analyses. For the overall cancer risk analyses, an additional random effect was included for heterogeneity from the type of cancers (&#x201C;skin&#x201D;, &#x201C;blood&#x201D;, &#x201C;solid organ&#x201D;, and &#x201C;any or other&#x201D;). Results were pooled on the odds ratio (OR) scale. For studies that reported other metrics, such as standardized incidence ratio estimates, the equivalent OR was estimated from the reported data. For studies with zero cancers in one of the cancer adjusted ORs and standard errors were estimated. Egger&#x0027;s tests (<xref ref-type="bibr" rid="B33">33</xref>) were performed, and funnel plots were produced for each outcome to assess potential publication bias. All meta-analyses and re-estimation of individual study effects were performed using the metafor package (<xref ref-type="bibr" rid="B34">34</xref>) in R version 4.4.2 (<xref ref-type="bibr" rid="B35">35</xref>).</p>
</sec>
</sec>
<sec id="s3" sec-type="results"><title>Results</title>
<p>Our systematic review and meta-analysis included 15 studies (<xref ref-type="bibr" rid="B19">19</xref>&#x2013;<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B36">36</xref>&#x2013;<xref ref-type="bibr" rid="B46">46</xref>). See PRISMA flow diagram, <xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>. A total of 6,675,265 patient data points were included in the analysis through a combination of case-control and retrospective cohort studies. Included studies ranged from 1995&#x2013;2022, with an age group from 35 weeks to 31 years old, <xref ref-type="table" rid="T1">Table&#x00A0;1</xref>.</p>
<fig id="F1" position="float"><label>Figure&#x00A0;1</label>
<caption><p>PRISMA flow diagram.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1667636-g001.tif"><alt-text content-type="machine-generated">PRISMA flow diagram illustrating study selection. On the left, studies identified from databases: 2022 (1,455) with three duplicates removed, resulting in 1,452 screened, 30 sought for retrieval, and 10 included. For 2025, 349 records identified, screened, with eight sought and five included. On the right, studies identified by other methods: 2022 had four identified, four sought, and three assessed; one excluded. For 2025, 13 identified, 13 assessed, eight excluded. Total studies included: 15, with 15 reports.</alt-text>
</graphic>
</fig>
<table-wrap id="T1" position="float"><label>Table&#x00A0;1</label>
<caption><p>Study characteristics.</p></caption>
<table>
<thead>
<tr>
<th valign="top" align="left">Author, Year, Country</th>
<th valign="top" align="center">Study Design</th>
<th valign="top" align="center">Sample Size</th>
<th valign="top" align="center">Effect estimates</th>
<th valign="top" align="center">Age at Diagnosis</th>
<th valign="top" align="center">Follow up Period</th>
<th valign="top" align="center">Outcomes</th>
<th valign="top" align="center">ROBINS-E Overall Score Indicating Level of Risk of Bias</th>
<th valign="top" align="center">Control for Confounding Variables<xref ref-type="table-fn" rid="TF1"><sup>a</sup></xref></th>
<th valign="top" align="center">Exclusions</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" rowspan="2">Auger et al., Canada (<xref ref-type="bibr" rid="B19">19</xref>)</td>
<td valign="top" align="left" rowspan="2">Cohort</td>
<td valign="top" align="left">786,998</td>
<td valign="top" align="left" rowspan="2">Incidence ratios, hazard ratios</td>
<td valign="top" align="left" rowspan="2">Not reported</td>
<td valign="top" align="left" rowspan="2">11 years</td>
<td valign="top" align="left" rowspan="2">Any cancer: aHR 1.34 (95&#x0025; CI 0.99&#x2013;1.83), any solid tumor: aHR 1.36 (95&#x0025; CI 0.91&#x2013;2.02), any hematopoietic cancer: aHR 1.32 (95&#x0025; CI 0.81&#x2013;2.14)</td>
<td valign="top" align="left" rowspan="2">Low</td>
<td valign="top" align="left" rowspan="2">Yes. Confounding variables included: maternal age, gestational age, birth weight, multiple births, c-section, sex, congenital anomalies (Down syndrome, other chromosomal anomalies), socioeconomic deprivation, place of residence, and birth year.</td>
<td valign="top" align="left" rowspan="2">None</td>
</tr>
<tr>
<td valign="top" align="left">Exposed&#x2009;&#x003D;&#x2009;32,314 Unexposed&#x2009;&#x003D;&#x2009;754,684</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Brewster et al., Scotland (<xref ref-type="bibr" rid="B36">36</xref>)</td>
<td valign="top" align="left" rowspan="2">Cohort</td>
<td valign="top" align="left">77,518</td>
<td valign="top" align="left" rowspan="2">Incidence ratios</td>
<td valign="top" align="left" rowspan="2">Median 24.3 years (range, 15&#x2013;29 years)</td>
<td valign="top" align="left" rowspan="2">Maximum 30 years</td>
<td valign="top" align="left" rowspan="2">Melanoma: IR 1.40 (95&#x0025; CI 0.17&#x2013;5.04), Squamous cell carcinoma: IR -, Basal cell carcinoma: IR 0.00 (95&#x0025; CI 0.00&#x2013;3.11)</td>
<td valign="top" align="left" rowspan="2">High</td>
<td valign="top" align="left" rowspan="2">No control for confounding variables.</td>
<td valign="top" align="left" rowspan="2">None</td>
</tr>
<tr>
<td valign="top" align="left">Exposed&#x2009;&#x003D;&#x2009;5,868 Unexposed&#x2009;&#x003D;&#x2009;71,650</td>
</tr>
<tr>
<td valign="top" align="left">Bugaiski-Shaked et al., Israel (<xref ref-type="bibr" rid="B20">20</xref>)</td>
<td valign="top" align="left">Cohort</td>
<td valign="top" align="left">342,172 Exposed&#x2009;&#x003D;&#x2009;18,797 Unexposed&#x2009;&#x003D;&#x2009;323,375</td>
<td valign="top" align="left">Hazard ratios</td>
<td valign="top" align="left">Exposed&#x2009;&#x003D;&#x2009;Mean 6.15&#x2009;&#x00B1;&#x2009;5.9 years, Un-exposed&#x2009;&#x003D;&#x2009;mean 8.38&#x2009;&#x00B1;&#x2009;6.6 years</td>
<td valign="top" align="left">Median&#x2009;&#x003D;&#x2009;9.5 years (range, birth to 18 years</td>
<td valign="top" align="left">All cancer: aHR 1.33 (95&#x0025; CI 0.95&#x2013;1.84), Solid tumors: aHR 1.02 (95&#x0025; CI 0.62&#x2013;1.69), hematopoietic malignancies leukemia, lymphoma): aHR 1.51 (95&#x0025; CI 0.99&#x2013;2.29)</td>
<td valign="top" align="left">Low</td>
<td valign="top" align="left">Yes. Confounding variables included: preterm birth, maternal age</td>
<td valign="top" align="left">Excluded newborns with multiple gestations, prematurity, and malformations from the analysis.</td>
</tr>
<tr>
<td valign="top" align="left">Cnattingius et al., Sweden (<xref ref-type="bibr" rid="B37">37</xref>)</td>
<td valign="top" align="left">Case-control</td>
<td valign="top" align="left">Case&#x2009;&#x003D;&#x2009;98 Control&#x2009;&#x003D;&#x2009;490</td>
<td valign="top" align="left">OR</td>
<td valign="top" align="left">&#x003C;2&#x2005;yr. 16&#x0025; 2&#x2013;4&#x2005;yr. 53&#x0025;&#x2009;&#x003E;&#x2009;5&#x2005;yr: 31&#x0025;</td>
<td valign="top" align="left">Maximum 19 years</td>
<td valign="top" align="left">&#x00A0;Myeloid leukemia: OR 4.3 (95&#x0025; CI 0.9&#x2013;21.9)</td>
<td valign="top" align="left">High</td>
<td valign="top" align="left">No control for confounding variables.</td>
<td valign="top" align="left">None</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="5">Cnattingius et al., Sweden (<xref ref-type="bibr" rid="B38">38</xref>)</td>
<td valign="top" align="left" rowspan="5">Case-control</td>
<td valign="top" align="left">3,678</td>
<td valign="top" align="left" rowspan="5">OR</td>
<td valign="top" align="left" rowspan="2">39&#x0025; (<italic>n</italic>&#x2009;&#x003D;&#x2009;38)&#x003D;&#x2009;&#x003C;&#x2009;2 years</td>
<td valign="top" align="left" rowspan="5">Maximum 19 years</td>
<td valign="top" align="left" rowspan="5">Myeloid leukemia: OR 1.0 (95&#x0025; CI 0.5&#x2013;1.8)</td>
<td valign="top" align="left" rowspan="5">High</td>
<td valign="top" align="left" rowspan="5">No control for confounding variables.</td>
<td valign="top" align="left" rowspan="5">None</td>
</tr>
<tr>
<td valign="top" align="left">Case&#x2009;&#x003D;&#x2009;613</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Control&#x2009;&#x003D;&#x2009;3,065</td>
<td valign="top" align="left">30&#x0025; (<italic>n</italic>&#x2009;&#x003D;&#x2009;29)&#x2009;&#x003D;&#x2009;2&#x2013;4 years</td>
</tr>
<tr>
<td valign="top" align="left">21&#x0025; (21)&#x2009;&#x003D;&#x2009;5&#x2013;9 years</td>
</tr>
<tr>
<td valign="top" align="left">10&#x0025;&#x2009;&#x003D;&#x2009;&#x003E;10 years</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Digitale et al., United States (<xref ref-type="bibr" rid="B21">21</xref>)</td>
<td valign="top" align="left" rowspan="2">Cohort</td>
<td valign="top" align="left">139 100</td>
<td valign="top" align="left" rowspan="2">Hazard ratios</td>
<td valign="top" align="left" rowspan="2">Not reported</td>
<td valign="top" align="left" rowspan="2">Maximum 24 years</td>
<td valign="top" align="left" rowspan="2">Any cancer: aHR 1.13 (95&#x0025; CI 0.83&#x2013;1.54), any hematopoietic cancer: aHR 1.17 (95&#x0025; CI 0.74&#x2013;1.83), any solid tumor: aHR 1.01 (95&#x0025; CI 0.65&#x2013;1.58)</td>
<td valign="top" align="left" rowspan="2">Low</td>
<td valign="top" align="left" rowspan="2">Yes. Confounding variables included: sex, race and/or ethnicity gestational age, delivery mode, facility of birth, year of birth, maternal age, multiple birth, birth weight, Down syndrome, congenital anomalies, chromosomal abnormalities other than Down syndrome, early hyperbilirubinemia, and TSB level in relation to the phototherapy threshold.</td>
<td valign="top" align="left" rowspan="2">Excluded Down syndrome from propensity models for hematopoietic cancers.</td>
</tr>
<tr>
<td valign="top" align="left">Exposed-&#x2009;&#x003D;&#x2009;42,266 Unexposed&#x2009;&#x003D;&#x2009;96,834</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Kadivar et al., Iran (<xref ref-type="bibr" rid="B39">39</xref>)</td>
<td valign="top" align="left" rowspan="2">Case Control</td>
<td valign="top" align="left">Case&#x2009;&#x003D;&#x2009;500</td>
<td valign="top" align="left" rowspan="2">OR</td>
<td valign="top" align="left" rowspan="2">Case&#x2009;&#x003D;&#x2009;mean 6.86&#x2009;&#x00B1;&#x2009;4.02 years Control&#x2009;&#x003D;&#x2009;4.39&#x2009;&#x00B1;&#x2009;2.53 years</td>
<td valign="top" align="left" rowspan="2">Maximum 14 years</td>
<td valign="top" align="left" rowspan="2">Any cancer: HR 0.71 (95&#x0025; CI 0.54&#x2013;0.95)</td>
<td valign="top" align="left" rowspan="2">Some concerns.</td>
<td valign="top" align="left" rowspan="2">Yes. Confounding variables included: gender, maternal age during pregnancy, and paternal smoking, and birth weight.</td>
<td valign="top" align="left" rowspan="2">Excluded children over 14 years of age, children with Down syndrome, Von Hippel-Lindau, Beckwith-Wiedemann, and Neurofibromatosis syndromes, and other congenital major anomalies. Children with incomplete data or permission were also excluded.</td>
</tr>
<tr>
<td valign="top" align="left">Control&#x2009;&#x003D;&#x2009;500</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Ku et al., Taiwan (<xref ref-type="bibr" rid="B40">40</xref>)</td>
<td valign="top" align="left" rowspan="3">Cohort</td>
<td valign="top" align="left">Exposed&#x2009;&#x003D;&#x2009;4,744</td>
<td valign="top" align="left" rowspan="3">Incident rate ratios</td>
<td valign="top" align="left" rowspan="3">Not reported</td>
<td valign="top" align="left" rowspan="3">Maximum 5 years</td>
<td valign="top" align="left" rowspan="2">Skin cancer: prevalence in exposed group: 0.02&#x0025; (1 case), non-exposed icteric group: 0&#x0025; (0 case), and non-exposed non-icteric group 0.01&#x0025; (15 cases)</td>
<td valign="top" align="left" rowspan="3">Low</td>
<td valign="top" align="left" rowspan="3">Yes. Confounding variables included: socioeconomic status, urbanization, special healthcare needs, congenital skin disease, infection, sex, preterm, low birth weight, high birth weight, and other or maternal conditions such as birth asphyxia, placental complications.</td>
<td valign="top" align="left" rowspan="3">None</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Unexposed&#x2009;&#x003D;&#x2009;112,297</td>
</tr>
<tr>
<td valign="top" align="left">Total cancer prevalence: exposed group 0.88&#x0025; (42 cases), non-exposed icteric group: 0.84&#x0025; (42 cases), and non-exposed non-icteric group: 0.74&#x0025; (795 cases)</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="6">Linet et al., Sweden (<xref ref-type="bibr" rid="B41">41</xref>)</td>
<td valign="top" align="left" rowspan="6">Case-control</td>
<td valign="top" align="left">3,420</td>
<td valign="top" align="left" rowspan="6">OR</td>
<td valign="top" align="left" rowspan="2">118 (20.7&#x0025;)&#x2009;&#x003D;&#x2009;&#x003C;2 years</td>
<td valign="top" align="left" rowspan="6">Maximum 16 years</td>
<td valign="top" align="left" rowspan="6">Brain tumors: aOR 1.3 (95&#x0025; CI 0.7&#x2013;2.5)</td>
<td valign="top" align="left" rowspan="6">Some concerns</td>
<td valign="top" align="left" rowspan="6">Yes. Control for confounding variables, but not specified.</td>
<td valign="top" align="left" rowspan="6">None</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Case&#x2009;&#x003D;&#x2009;570</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">159 (27.9&#x0025;)&#x2009;&#x003D;&#x2009;2&#x2013;4 years</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Control&#x2009;&#x003D;&#x2009;2,850</td>
</tr>
<tr>
<td valign="top" align="left">179 (31.4&#x0025;)&#x2009;&#x003D;&#x2009;5&#x2013;9 years</td>
</tr>
<tr>
<td valign="top" align="left">114 (20.0&#x0025;)&#x2009;&#x003D;&#x2009;&#x003E;10 years</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Olsen et al., Denmark (<xref ref-type="bibr" rid="B42">42</xref>)</td>
<td valign="top" align="left" rowspan="2">Cohort</td>
<td valign="top" align="left">55,120</td>
<td valign="top" align="left" rowspan="2">Standardized incidence ratios</td>
<td valign="top" align="left" rowspan="2">Not reported</td>
<td valign="top" align="left" rowspan="2">Mean 9.1 years (range, 0&#x2013;15 years)</td>
<td valign="top" align="left" rowspan="2">All cancers: SIR 1.0 (95&#x0025; CI 0.8&#x2013;1.3), leukemia: SIR 1.2 (95&#x0025; CI 0.8&#x2013;1.7)</td>
<td valign="top" align="left" rowspan="2">High</td>
<td valign="top" align="left" rowspan="2">No control for confounding.</td>
<td valign="top" align="left" rowspan="2">Excluded premature neonates and neonates with hemolytic disease form the analysis.</td>
</tr>
<tr>
<td valign="top" align="left">Exposed&#x2009;&#x003D;&#x2009;55,120 Unexposed&#x2009;&#x003D;&#x2009;668,070</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Podvin et al., United States (<xref ref-type="bibr" rid="B43">43</xref>)</td>
<td valign="top" align="left" rowspan="3">Case-control</td>
<td valign="top" align="left">6,545</td>
<td valign="top" align="left" rowspan="3">OR</td>
<td valign="top" align="left" rowspan="3">Not reported</td>
<td valign="top" align="left" rowspan="3">Maximum 19 years</td>
<td valign="top" align="left" rowspan="3">Leukemia: aOR 2.2 (9&#x0025;&#x0025; CI 1.0&#x2013;4.9)</td>
<td valign="top" align="left" rowspan="3">Low</td>
<td valign="top" align="left" rowspan="3">Yes. Control for confounding variables included: race/ethnicity, birthweight, gender, gestational age, maternal and paternal age, maternal smoking, maternal diabetes, maternal marital status, and parity.</td>
<td valign="top" align="left" rowspan="3">None</td>
</tr>
<tr>
<td valign="top" align="left">Case&#x2009;&#x003D;&#x2009;595</td>
</tr>
<tr>
<td valign="top" align="left">Control&#x2009;&#x003D;&#x2009;5,950</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Roman et al., United Kingdom (<xref ref-type="bibr" rid="B44">44</xref>)</td>
<td valign="top" align="left" rowspan="3">Case-control</td>
<td valign="top" align="left">429</td>
<td valign="top" align="left" rowspan="3">OR</td>
<td valign="top" align="left" rowspan="3">3 months to 29 years</td>
<td valign="top" align="left" rowspan="3">Maximum 31 years</td>
<td valign="top" align="left" rowspan="3">&#x00A0;Leukemia: OR 0.5 (95&#x0025; CI 0.1&#x2013;2.3), Non-Hodgkins Lymphoma OR oo (95&#x0025; CI 0.3- oo)</td>
<td valign="top" align="left" rowspan="3">High</td>
<td valign="top" align="left" rowspan="3">No control for confounding.</td>
<td valign="top" align="left" rowspan="3">Newborns from multiple pregnancy were ineligible. Excluded newborns with identifiable chromosomal anomalies or other severe malformations (e.g., spina bifida) from the analysis.</td>
</tr>
<tr>
<td valign="top" align="left">Case&#x2009;&#x003D;&#x2009;177</td>
</tr>
<tr>
<td valign="top" align="left">Control&#x2009;&#x003D;&#x2009;354</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="5">Sabzevari et al., Iran (<xref ref-type="bibr" rid="B45">45</xref>)</td>
<td valign="top" align="left" rowspan="5">Case-control</td>
<td valign="top" align="left">232</td>
<td valign="top" align="left" rowspan="5">OR</td>
<td valign="top" align="left" rowspan="2">24 (20.7&#x0025;)&#x2009;&#x003D;&#x2009;1&#x2013;2 years</td>
<td valign="top" align="left" rowspan="5">Maximum 4 years</td>
<td valign="top" align="left" rowspan="5">Any cancer: aOR 1.38 (95&#x0025; CI 0.03&#x2013;55.53)</td>
<td valign="top" align="left" rowspan="5">Low</td>
<td valign="top" align="left" rowspan="5">Yes. Confounding variables included age, gender, maternal age, maternal addiction, neonatal nutrition, and urban or rural life, maternal infection and maternal educational level.</td>
<td valign="top" align="left" rowspan="5">Children over 4 years old, children with syndromes related to childhood malignancies including Down, Von Hippel-Lindau, Beckwith-Wiedemann, and Neurofbromatosis syndromes, major congenital anomalies, prematurity, incomplete or doubtful data, Children with a history of blood exchange during the neonatal period were excluded.</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Case&#x2009;&#x003D;&#x2009;116</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">37 (31.9&#x0025;)&#x2009;&#x003D;&#x2009;2&#x2013;3 years</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Control&#x2009;&#x003D;&#x2009;116</td>
</tr>
<tr>
<td valign="top" align="left">55 (47.4&#x0025;)&#x2009;&#x003D;&#x2009;3&#x2013;4 years</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Seppala et al., Finland (<xref ref-type="bibr" rid="B22">22</xref>)</td>
<td valign="top" align="left" rowspan="3">Case-control</td>
<td valign="top" align="left">2,029</td>
<td valign="top" align="left" rowspan="3">OR</td>
<td valign="top" align="left" rowspan="3">&#x00A0;Not reported</td>
<td valign="top" align="left" rowspan="3">Maximum 18 years</td>
<td valign="top" align="left" rowspan="3">Any cancer: aOR 1.11 (95&#x0025; CI 0.91&#x2013;1.35)</td>
<td valign="top" align="left" rowspan="3">Low</td>
<td valign="top" align="left" rowspan="3">Yes. Confounding variables included: birth weight for gestational age, and birth weight alone, maternal age, parity, and maternal smoking during pregnancy.</td>
<td valign="top" align="left" rowspan="3">None</td>
</tr>
<tr>
<td valign="top" align="left">Case: 2,029</td>
</tr>
<tr>
<td valign="top" align="left">Control: 10,103</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">Wickremasinghe et al., United States (<xref ref-type="bibr" rid="B46">46</xref>)</td>
<td valign="top" align="left" rowspan="3">Cohort</td>
<td valign="top" align="left">5,144,861</td>
<td valign="top" align="left" rowspan="3">Incidence ratios, OR, risk ratios</td>
<td valign="top" align="left" rowspan="3">&#x00A0;2 to 12 months</td>
<td valign="top" align="left" rowspan="3">Maximum 1 year</td>
<td valign="top" align="left" rowspan="3">All cancer: Risk difference: 11.6 (9&#x0025;&#x0025; CI 3.6&#x2013;20.7), All cancer: propensity aOR 1.4 (1.1&#x2013;1.9)</td>
<td valign="top" align="left" rowspan="3">Low</td>
<td valign="top" align="left" rowspan="3">Yes. Confounding variable sincluded: gender, birth weight, gestational age, large for gestational age, twin birth, cesarean delivery, payer source, year of birth, maternal race, paternal race, maternal Hispanic ethnicity, maternal age, paternal age, maternal education, paternal education, Down syndrome, other chromosomal anomalies, and non-chromosomal congenital anomalies.</td>
<td valign="top" align="left" rowspan="3">Exlcuded neonates with Down syndrome from the primary analysis.</td>
</tr>
<tr>
<td valign="top" align="left">Exposed&#x2009;&#x003D;&#x2009;178,017</td>
</tr>
<tr>
<td valign="top" align="left">Unexposed&#x2009;&#x003D;&#x2009;4,966,832</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TF1"><label>a</label>
<p>Using Robins-E: appropriate methods to control for confounders measured at baseline include stratification, regression, matching, standardization, and inverse probability weighting. The analysis may control for individual variables or for estimated propensity scores (inverse probability weighting is based on a function of the propensity score) (<xref ref-type="bibr" rid="B32">32</xref>).</p></fn>
</table-wrap-foot>
</table-wrap>
<sec id="s3a"><title>Risk of bias assessment</title>
<p>Using ROBINS-E, eight studies were determined to have a low risk of bias, one study was judged to have some concerns, and six studies were determined to have a high risk of bias based on lack of control for confounding factors (the other domains were assessed as low risk of bias for all studies). Important confounding factors were those where adjustment was expected to lead to an important change in the estimated effect of the exposure (<xref ref-type="bibr" rid="B32">32</xref>) (<xref ref-type="table" rid="T1">Table&#x00A0;1</xref>).</p>
</sec>
<sec id="s3b"><title>Any cancer risk</title>
<p>Overall, there was an estimated 24&#x0025; increased odds of cancer for those who received phototherapy compared to those who did not [OR&#x2009;&#x003D;&#x2009;1.24; 95&#x0025; confidence interval (CI): (1.12, 1.36); <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001], <xref ref-type="fig" rid="F2">Figure&#x00A0;2A</xref>. It was estimated that 9.33&#x0025; of the total variance was due to heterogeneity (I<sup>2</sup>&#x2009;&#x003D;&#x2009;8.72&#x0025;). There was insufficient evidence of publication bias in the reporting of any cancer risk (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.45), <xref ref-type="fig" rid="F3">Figure&#x00A0;3A</xref>. Assuming a baseline risk of cancer of (1/463) (<xref ref-type="bibr" rid="B47">47</xref>), this estimate would lead to an approximate expected additional 51 cancer diagnoses per 100,000 children treated with phototherapy. This example baseline risk of cancer was taken from Auger et al. (<xref ref-type="bibr" rid="B19">19</xref>) and represents the baseline risk over the first 11 years of age.</p>
<fig id="F2" position="float"><label>Figure&#x00A0;2</label>
<caption><p>Forest plots. <bold>(A)</bold> Overall cancer risk, <bold>(B)</bold> Skin cancer risk, <bold>(C)</bold> Blood cancer risk, <bold>(D)</bold> Solid organ cancer risk, <bold>(E)</bold> Other or non-specific cancer risk.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1667636-g002.tif"><alt-text content-type="machine-generated">Five forest plots display cancer risk data with odds ratios and confidence intervals across different cancer types. Chart (A) covers \"Any Cancer Risk,\" compiling various studies. Chart (B) focuses on \"Skin Cancers,\" showing results for melanoma and basal cell carcinoma among others. Chart (C) highlights \"Blood Cancers,\" including types like leukemia. Chart (D) details \"Solid Organ Cancers,\" with data for organ-specific cancers. Chart (E) presents \"Other or Non-specific Cancers,\" summarizing general cancer categories. Each plot includes a studies legend with references, and random-effects models indicating overall effect estimates. The x-axis is scaled logarithmically for odds ratios.</alt-text>
</graphic>
</fig>
<fig id="F3" position="float"><label>Figure&#x00A0;3</label>
<caption><p>Funnel plots. <bold>(A)</bold> Overall cancer risk. From an Egger&#x0027;s test, there was insufficient evidence of publication bias in reporting of overall cancer risk (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.98), <bold>(B)</bold> Skin cancer risk. From an Egger&#x0027;s test, there was insufficient evidence of publication bias in reporting of skin cancer risk (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.34), <bold>(C)</bold> Blood cancer risk, From an Egger&#x0027;s test, there was insufficient evidence of publication bias in reporting of blood cancer risk (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.73), <bold>(D)</bold> Solid organ cancer risk. From an Egger&#x0027;s test, there was insufficient evidence of publication bias in reporting of solid organ cancer risk (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.49), <bold>(E)</bold> Other or non-specific cancer risk. From an Egger&#x0027;s test, there was insufficient evidence of publication bias in reporting of other or non-specific cancer risk (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.73).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1667636-g003.tif"><alt-text content-type="machine-generated">Five funnel plots compare cancer risk across categories, each showing observed outcomes vs. standard error. Plot (A) for any cancer risk, (B) for skin cancers, (C) for blood cancers, (D) for solid organ cancers, and (E) for other or non-specific cancers. Each funnel shape highlights distribution around zero observed outcome, with dots representing data points concentrated near the center.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3c"><title>Skin cancer risk</title>
<p>For skin cancers, there was insufficient evidence of a difference in the odds of cancer for those who received phototherapy compared to those who did not [OR&#x2009;&#x003D;&#x2009;1.15; 95&#x0025; CI: (0.48, 2.76); <italic>p</italic>&#x2009;&#x003D;&#x2009;0.75], <xref ref-type="fig" rid="F2">Figure&#x00A0;2B</xref>. It was estimated that 0.00&#x0025; of the total variance was due to heterogeneity (I<sup>2</sup>&#x2009;&#x003D;&#x2009;0.00&#x0025;). There was insufficient evidence of publication bias in the reporting of skin cancer risk (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.34), <xref ref-type="fig" rid="F3">Figure&#x00A0;3B</xref>.</p>
</sec>
<sec id="s3d"><title>Blood cancer risk</title>
<p>For cancers of the blood, there was an estimated 40&#x0025; increased odds of cancer for those who received phototherapy compared to those who did not [OR&#x2009;&#x003D;&#x2009;1.40; 95&#x0025; CI: (1.17, 1.69); <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001], <xref ref-type="fig" rid="F2">Figure&#x00A0;2C</xref>. It was estimated that 10.36&#x0025; of the total variance was due to heterogeneity (I<sup>2</sup>&#x2009;&#x003D;&#x2009;10.36&#x0025;). There was insufficient evidence of publication bias in the reporting of blood cancer risk (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.73), <xref ref-type="fig" rid="F3">Figure&#x00A0;3C</xref>.</p>
</sec>
<sec id="s3e"><title>Solid organ cancer risk</title>
<p>For solid organ cancers, there was an estimated 18&#x0025; increased odds of cancer for those who received phototherapy compared to those who did not [OR&#x2009;&#x003D;&#x2009;1.18; 95&#x0025; CI: (1.01, 1.37); <italic>p</italic>&#x2009;&#x003D;&#x2009;0.04], <xref ref-type="fig" rid="F2">Figure&#x00A0;2D</xref>. It was estimated that 0.00&#x0025; of the total variance was due to heterogeneity (I<sup>2</sup>&#x2009;&#x003D;&#x2009;0.00&#x0025;). There was insufficient evidence of publication bias in the reporting of solid organ cancer risk (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.49), <xref ref-type="fig" rid="F3">Figure&#x00A0;3D</xref>.</p>
</sec>
<sec id="s3f"><title>Other or non-specific cancer risk</title>
<p>For other or non-specific cancers, there was an estimated 24&#x0025; increased odds of cancer for those who received phototherapy compared to those who did not [OR&#x2009;&#x003D;&#x2009;1.24; 95&#x0025; CI: (1.10, 1.39); <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001], <xref ref-type="fig" rid="F2">Figure&#x00A0;2E</xref>. It was estimated that 23.44&#x0025; of the total variance was due to heterogeneity (I<sup>2</sup>&#x2009;&#x003D;&#x2009;23.44&#x0025;). There was insufficient evidence of publication bias in reporting of any or other cancer risk (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.73), <xref ref-type="fig" rid="F3">Figure&#x00A0;3E</xref>.</p>
<p>In addition to I<sup>2</sup>, the measure of variance due to overall heterogeneity, we also estimated <italic>&#x03C4;</italic><sup>2</sup>, the estimate of between-study variance from the random effects (<xref ref-type="bibr" rid="B34">34</xref>). For all reported meta-analyses, the <italic>&#x03C4;</italic><sup>2</sup> estimate was 0.00.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion"><title>Discussion</title>
<p>In this systematic review and meta-analysis of 15 studies and 6,675,265 children, phototherapy for neonatal hyperbilirubinemia was associated with a small increased risk of cancer up to age 31 years (24&#x0025; increased odds). Our findings are similar to four previous systematic reviews and meta-analyses (<xref ref-type="bibr" rid="B23">23</xref>&#x2013;<xref ref-type="bibr" rid="B26">26</xref>); however, there were differences in our methodological approach. The previous systematic reviews and meta-analyses either separated their analyses based on study design (case-control or cohort) (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>), or excluded studies from their primary analyses for other reasons (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>). We adopted an inclusive approach, pooling all 15 studies into one meta-analysis. Since cancer is a rare outcome, and because relative risks, odds ratios, and other multiplicative effect estimates approximate each other for rare outcomes, we combined estimates from various study designs (case-control or cohort) and analyzed them together. However, we included modelling to account for variance from each study given the different study types and multiple estimates coming from individual studies. Another distinction from three of the four previous meta-analyses evaluating childhood cancer risk (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B26">26</xref>), is that our study evaluated cancer risk into adulthood. Other differences were that we included only peer-reviewed studies, excluded studies which did not report findings with sufficient detail to obtain or perform appropriate tests of association (<xref ref-type="bibr" rid="B48">48</xref>), and excluded studies with duplicate cases [two studies found in our systematic review, Newman et al. (<xref ref-type="bibr" rid="B49">49</xref>) and Digitale et al. (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B49">49</xref>), reported on the same cohort, therefore we only included the later study by Digitale et al.].</p>
<p>In terms of specific cancer types, blood cancers and solid organ cancers were found to have the greatest association with cancer risk, with an estimated 40&#x0025; and 18&#x0025; increased odds of cancer, respectively, for those who received phototherapy compared to those who did not. This is consistent with previous meta-analyses, which showed that blood cancers had the greatest association with cancer risk (<xref ref-type="bibr" rid="B23">23</xref>&#x2013;<xref ref-type="bibr" rid="B26">26</xref>).</p>
<p>There are several plausible mechanisms for the carcinogenic effects of phototherapy. Phototherapy generates oxygen radicals, which can lead to DNA damage (<xref ref-type="bibr" rid="B14">14</xref>). Studies have demonstrated DNA damage and cytokine changes among term neonates, and evidence of oxidative stress among premature neonates after phototherapy (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B16">16</xref>). Phototherapy may also induce apoptosis and DNA damage specifically in lymphocytes, potentially affecting hematopoiesis and contributing to blood cancer risk (<xref ref-type="bibr" rid="B50">50</xref>). Studies have also shown a positive association between the duration of phototherapy and markers of DNA damage (<xref ref-type="bibr" rid="B14">14</xref>). DNA damage over time can potentially lead to carcinogenic gene modifications. Similarly, studies have shown that higher intensity light causes more DNA damage than conventional light therapy (<xref ref-type="bibr" rid="B51">51</xref>). However, a recent study demonstrated that the negative effect of phototherapy on sister chromatid exchange frequency (an index of genomic stability in response to environmental or genetic mutagens) was temporary. After 3.5 years of follow-up, differences in mean sister chromatid exchange values had disappeared between the majority of children who received phototherapy in the neonatal period and healthy children who had not received phototherapy (<xref ref-type="bibr" rid="B52">52</xref>).</p>
<p>It should be noted that several studies included in our meta-analysis did not adjust for confounding variables such as hyperbilirubinemia, prematurity, intrauterine growth restriction, congenital anomalies, as well as maternal factors such as gestational diabetes, all of which may increase cancer risk, as well as the need for phototherapy, and must be considered when interpreting our findings. Adjustment for hyperbilirubinemia may have been avoided in some studies, as it too was collinear with the phototherapy exposure; however, this remains a limitation as there is evidence that hyperbilirubinemia is a confounder that is independently associated with cancer risk (<xref ref-type="bibr" rid="B19">19</xref>), along with its more obvious connection to the decision to use phototherapy. The association between hyperbilirubinemia and cancer risk deserves additional attention. A large cohort study and a case-control study included in our meta-analysis evaluated hyperbilirubinemia and cancer risk and demonstrated a small increased risk of cancer (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B43">43</xref>). Studies have also shown a positive association between hyperbilirubinemia and DNA damage, as well as enhanced apoptosis among circulating lymphocytes of term infants (<xref ref-type="bibr" rid="B53">53</xref>).</p>
<p>Other factors that were not addressed in our meta-analysis were the duration and method of phototherapy delivery. It may be postulated that longer durations and greater intensity of light could influence the risk of malignancy (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B51">51</xref>). These factors were not reported in the majority of studies included in this meta-analysis or previous meta-analyses and therefore could not be assessed.</p>
<p>While our results show an association between phototherapy and cancer, the clinical significance remains unclear. An OR of 1.24 indicates an added 24&#x0025; increase in the odds of developing cancer after phototherapy exposure; however, since the baseline risk of childhood cancer is very low, phototherapy would lead to a small number of additional cancer diagnoses (e.g., 51/100,000 children treated with phototherapy), some of which may be due to increased risk due to hyperbilirubinemia. This low risk must be balanced with the risk of untreated hyperbilirubinemia. Untreated hyperbilirubinemia in the neonatal period can lead to BIND with devastating neurodevelopmental consequences (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B6">6</xref>). Current phototherapy guidelines (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B57">57</xref>) are associated with a very low incidence of neurodevelopmental complications from hyperbilirubinemia, with approximately 1 in every 50,000&#x2013;100,000 children developing chronic bilirubin encephalopathy (<xref ref-type="bibr" rid="B58">58</xref>). Historic data demonstrate that higher thresholds for initiating phototherapy and a lack of routine screening for hyperbilirubinemia in the 1990s (<xref ref-type="bibr" rid="B59">59</xref>) led to an increased risk of both acute and chronic bilirubin encephalopathy in Canada (<xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B60">60</xref>). However, administrative data from the California Department of Developmental Services did not support a resurgence in kernicterus. Trends in acute bilirubin encephalopathy were not reported (<xref ref-type="bibr" rid="B61">61</xref>). There is clear evidence that prior to the use of phototherapy for hyperbilirubinemia, neurodevelopmental consequences were much more common, and are still seen in developing countries that have reduced access to bilirubin monitoring and phototherapy (<xref ref-type="bibr" rid="B62">62</xref>, <xref ref-type="bibr" rid="B63">63</xref>). While recent meta-analyses including this one show a very small but reproducible risk of cancer after phototherapy, this association must be balanced by the well-understood risk of BIND. This study highlights the importance of adhering to phototherapy guidelines, including close serum bilirubin monitoring of children at risk of severe hyperbilirubinemia, and the appropriate use of phototherapy.</p>
</sec>
<sec id="s5"><title>Limitations</title>
<p>This study had some limitations. First, several studies included in our meta-analysis did not control for premature births and other confounding factors. Furthermore, premature neonates may be affected differently by phototherapy as they have distinct physiology from term infants, as well as thinner skin, which may be more vulnerable to the potential mutagenic effects of phototherapy (<xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B55">55</xref>). Premature infants are also more likely to require a longer duration of phototherapy compared to term infants with hyperbilirubinemia, which may increase the risk of cancer. Second, only observational studies (case-control and cohort studies) were included in our meta-analysis, and therefore, we cannot make any definitive conclusions about a causal relationship between phototherapy and cancer. Third, the high degree of heterogeneity across individual study designs included in our meta-analysis made interpretation more challenging. Furthermore, the variability in follow-up periods among studies limited our ability to analyze the age at cancer diagnosis. However, the heterogeneity among included studies improved the generalizability of our findings (<xref ref-type="bibr" rid="B56">56</xref>). Finally, two studies included in our meta-analysis (Wickramasinghe et al. and Digitale et al.) (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B46">46</xref>) were conducted in the same state with overlapping study periods. While data was extracted from different administrative databases, there may have been an overlap between their samples.</p>
</sec>
<sec id="s6" sec-type="conclusions"><title>Conclusions</title>
<p>We found a small increased risk of cancer up to age 31 years (24&#x0025; increased odds) after neonatal phototherapy. Further research is needed to explore the risk of cancer after phototherapy, adjusting for confounding factors, as well as the potential impacts of phototherapy duration and intensity. Additionally, more research is needed to evaluate the effects of phototherapy in the very premature infant.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="data-availability"><title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s8" sec-type="author-contributions"><title>Author contributions</title>
<p>SF: Data curation, Methodology, Supervision, Writing &#x2013; original draft, Conceptualization, Writing &#x2013; review &#x0026; editing. CK-S: Writing &#x2013; review &#x0026; editing, Formal analysis, Writing &#x2013; original draft, Supervision, Methodology. MG: Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft, Formal analysis, Data curation. TJ: Writing &#x2013; original draft, Supervision, Writing &#x2013; review &#x0026; editing. MS: Conceptualization, Methodology, Writing &#x2013; review &#x0026; editing, Data curation, Writing &#x2013; original draft, Resources.</p>
</sec>
<sec id="s10" sec-type="COI-statement"><title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="ai-statement"><title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec id="s13" sec-type="disclaimer"><title>Publisher&#x0027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s12" sec-type="supplementary-material"><title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fped.2025.1667636/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fped.2025.1667636/full&#x0023;supplementary-material</ext-link></p>
<supplementary-material xlink:href="Datasheet1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
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<fn-group>
<fn id="n1" fn-type="custom" custom-type="edited-by"><p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/555868/overview">Ming-Chou Chiang</ext-link>, Linkou Chang Gung Memorial Hospital, Taiwan</p></fn>
<fn id="n2" fn-type="custom" custom-type="reviewed-by"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/143794/overview">Defne Eng&#x00FC;r</ext-link>, University of Health Sciences, T&#x00FC;rkiye</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1325128/overview">Ren-Huei Fu</ext-link>, Linkou Chang Gung Memorial Hospital, Taiwan</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3220964/overview">Marjaneh Zarkesh</ext-link>, Gilan University of Medical Sciences, Iran</p></fn>
</fn-group>
<fn-group>
<fn fn-type="abbr" id="abbrev1"><label>Abbreviations:</label><p>BIND, bilirubin-induced neurologic dysfunction; OR, odds ratio; CI, confidence intervals.</p></fn>
</fn-group>
</back>
</article>