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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2025.1491075</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Public Health</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Chloroform exposure and risk of leukemia: systematic review and meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Soleimani</surname> <given-names>Yaser</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<contrib contrib-type="author">
<name><surname>Mahmoudi</surname> <given-names>Sheyda</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Daraei</surname> <given-names>Mahdi</given-names></name>
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<contrib contrib-type="author">
<name><surname>Aryanejad</surname> <given-names>Ali</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
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</contrib>
<contrib contrib-type="author">
<name><surname>Sani</surname> <given-names>Ali Hosseini</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Khazali</surname> <given-names>Alireza</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Khorsand</surname> <given-names>Soroush</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2837478/overview"/>
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<contrib contrib-type="author">
<name><surname>Mahdavi</surname> <given-names>Mohammadreza</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Sabeti</surname> <given-names>Setareh</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Sadeghi</surname> <given-names>Hamid</given-names></name>
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<contrib contrib-type="author">
<name><surname>Shahsavari</surname> <given-names>Mohammad Javad</given-names></name>
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<contrib contrib-type="author">
<name><surname>Varseh</surname> <given-names>Mahdieh</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name><surname>Karamian</surname> <given-names>Saeideh</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Mosavi Jarrahi</surname> <given-names>Alireza</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Taherian</surname> <given-names>Mohammad Reza</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author">
<name><surname>Jorjani</surname> <given-names>Goljamal</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Medical School, Shahid Beheshti University of Medical Sciences</institution>, <addr-line>Tehran</addr-line>, <country>Iran</country></aff>
<aff id="aff2"><sup>2</sup><institution>Student Research Committee, Khomein University of Medical Sciences</institution>, <addr-line>Khomein</addr-line>, <country>Iran</country></aff>
<aff id="aff3"><sup>3</sup><institution>Cancer Research Center, Shahid Beheshti University of Medical Sciences</institution>, <addr-line>Tehran</addr-line>, <country>Iran</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Epidemiology, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences</institution>, <addr-line>Tehran</addr-line>, <country>Iran</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Umamaheswaran Gurusamy, Nationwide Children&#x2019;s Hospital, United States</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Anichavezhi Devendran, Icahn School of Medicine at Mount Sinai, United States</p>
<p>Panagiotis Mougkogiannis, University of the West of England, United Kingdom</p>
<p>Juraj Tih&#x00E1;nyi, Slovak Medical University in Bratislava, Slovakia</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Yaser Soleimani, <email>yaser.soleimani16@gmail.com</email>; Alireza Mosavi Jarrahi, <email>rmosavi@yahoo.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>04</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1491075</elocation-id>
<history>
<date date-type="received">
<day>06</day>
<month>09</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>08</day>
<month>04</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Soleimani, Mahmoudi, Daraei, Aryanejad, Sani, Khazali, Khorsand, Mahdavi, Sabeti, Sadeghi, Shahsavari, Varseh, Karamian, Mosavi Jarrahi, Taherian and Jorjani.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Soleimani, Mahmoudi, Daraei, Aryanejad, Sani, Khazali, Khorsand, Mahdavi, Sabeti, Sadeghi, Shahsavari, Varseh, Karamian, Mosavi Jarrahi, Taherian and Jorjani</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). 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.</p>
</license>
</permissions>
<abstract>
<sec id="sec1">
<title>Objectives</title>
<p>The aim of this systematic review and meta-analysis was to evaluate the association between chloroform exposure and the risk of leukemia, quantify the overall risk, and identify potential sources of heterogeneity among different leukemia subtypes.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>A comprehensive literature search was conducted across PubMed, Web of Science, and Scopus to identify relevant epidemiological studies published up to December 2023. Inclusion criteria focused on human studies that assessed chloroform exposure and reported leukemia incidence or mortality. Data were extracted and analyzed using random-effects models to calculate pooled odds ratios (ORs) with 95% confidence intervals (CIs). Heterogeneity was assessed using I<sup>2</sup>, &#x03C4;<sup>2</sup>, and Cochran&#x2019;s Q test. Publication bias was evaluated using Begg&#x2019;s test.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>Four case&#x2013;control studies were included, spanning publication years from 2001 to 2023, with sample sizes ranging from 67 to 31,292 participants. The overall pooled OR for the association between chloroform exposure and leukemia was 0.75 (95% CI: 0.25&#x2013;2.27), indicating no statistically significant association. However, substantial heterogeneity was observed (I<sup>2</sup> =&#x202F;95%). Begg&#x2019;s test showed no significant publication bias (<italic>p</italic> =&#x202F;1.0000).</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>This systematic review and meta-analysis did not find a significant overall association between chloroform exposure and leukemia risk. The significant association observed for AML suggests that chloroform exposure might increase the risk of this specific subtype, while the reduced risk for CLL warrants further investigation. The high heterogeneity underscores the need for standardized methodologies and further research to clarify these associations, particularly focusing on different leukemia subtypes, exposure levels, and population characteristics. These findings can inform public health policies and targeted prevention strategies to mitigate potential risks associated with chloroform exposure.</p>
</sec>
<sec id="sec5001">
<title>Clinical trial registration/systematic review registration</title>
<p><uri xlink:href="https://www.waocp.com/journal/index.php/apjec/article/view/1283">https://www.waocp.com/journal/index.php/apjec/article/view/1283</uri>.</p>
</sec>
</abstract>
<kwd-group>
<kwd>chloroform</kwd>
<kwd>leukemia</kwd>
<kwd>hematology</kwd>
<kwd>systematic review</kwd>
<kwd>meta-analysis</kwd>
</kwd-group>
<contract-num rid="cn1">43002242</contract-num>
<contract-sponsor id="cn1">Shahid Beheshti University of Medical Sciences<named-content content-type="fundref-id">10.13039/501100005851</named-content></contract-sponsor>
<counts>
<fig-count count="4"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="19"/>
<page-count count="9"/>
<word-count count="4854"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Environmental Health and Exposome</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<title>Introduction</title>
<p>Leukemia, a group of cancers that affect the blood and bone marrow, is characterized by the uncontrolled proliferation of abnormal white blood cells (<xref ref-type="bibr" rid="ref1">1</xref>). These malignant cells can impede the production of normal blood cells, leading to symptoms such as anemia, infection, and bleeding. Leukemia is classified into several types, including acute lymphoblastic leukemia (ALL), acute myeloid leukemia (AML), chronic lymphocytic leukemia (CLL), and chronic myeloid leukemia (CML), each with distinct clinical features, genetic abnormalities, and treatment approaches (<xref ref-type="bibr" rid="ref2">2</xref>). Despite significant progress in medical research, the exact causes of leukemia are still not fully understood. It is generally believed that a combination of genetic factors, environmental influences, and personal lifestyle choices may play a role in its development.</p>
<p>Among the environmental factors, chemical exposures have been extensively studied due to their potential to induce genetic mutations and disrupt cellular processes. Chloroform (CHCl&#x2083;), a colorless (<xref ref-type="bibr" rid="ref3">3</xref>), sweet-smelling organic compound, is one such chemical that has raised concerns (<xref ref-type="bibr" rid="ref4">4</xref>). Historically used as an anesthetic, chloroform is now primarily utilized in the production of refrigerants, as a solvent in the pharmaceutical industry, and as a byproduct in water chlorination processes (<xref ref-type="bibr" rid="ref5">5</xref>, <xref ref-type="bibr" rid="ref6">6</xref>). Consequently, human exposure to chloroform can occur in various settings, including industrial workplaces, healthcare facilities, and even homes through the consumption of chlorinated drinking water (<xref ref-type="bibr" rid="ref7">7</xref>).</p>
<p>The potential health risks associated with chloroform exposure have been a topic of ongoing research and debate. Chloroform is metabolized in the liver to produce phosgene (<xref ref-type="bibr" rid="ref8">8</xref>), a highly reactive and toxic metabolite that can induce cellular damage and DNA mutations (<xref ref-type="bibr" rid="ref9">9</xref>). Animal studies have demonstrated that chronic exposure to high levels of chloroform can lead to liver and kidney tumors, prompting the International Agency for Research on Cancer (IARC) to classify chloroform as a Group 2B carcinogen (<xref ref-type="bibr" rid="ref10">10</xref>), indicating it is possibly carcinogenic to humans. However, the evidence from human studies remains inconclusive, particularly regarding the risk of leukemia.</p>
<p>Epidemiological studies investigating the association between chloroform exposure and leukemia have yielded mixed results. Some studies have reported an increased risk of leukemia among individuals with high levels of chloroform exposure, particularly in occupational settings. For instance, workers in industries involving the use of chloroform or individuals living near industrial sites may be at higher risk (<xref ref-type="bibr" rid="ref11">11</xref>). However, other studies have found no significant association, highlighting the need for a comprehensive evaluation of the available evidence.</p>
<p>The inconsistencies in the findings may be attributed to several factors, including variations in study design, differences in exposure assessment methods, and potential confounding variables. Additionally, the relatively low incidence of leukemia compared to other cancers can make it challenging to detect statistically significant associations. To address these challenges and provide a clearer understanding of the potential link between chloroform exposure and leukemia risk, a systematic review and meta-analysis is warranted.</p>
<p>Chloroform exposure can occur through various environmental routes, with air and drinking water being the most common sources (<xref ref-type="bibr" rid="ref12">12</xref>). While air and drinking water are distinct exposure pathways, both represent significant routes through which humans can be exposed to chloroform, especially in industrial or residential settings where chlorinated water is consumed, and air may be contaminated with chloroform from indoor sources, such as from water disinfection byproducts (<xref ref-type="bibr" rid="ref11">11</xref>).</p>
<p>The rationale for combining air and drinking water exposure pathways in this analysis lies in the fact that both pathways may contribute similarly to an individual&#x2019;s overall chloroform burden. Individuals living in areas with significant air pollution from industrial sources or chlorinated water supplies may have overlapping or cumulative exposure to chloroform through both routes. Combining these pathways allows for a more holistic evaluation of chloroform&#x2019;s potential role in leukemia risk. Additionally, different studies have measured exposure via these two pathways independently, but the combined analysis helps capture the overall environmental impact on health.</p>
<p>Despite their distinct origins, air and drinking water exposures share similarities in their underlying mechanisms, such as the potential for chloroform to enter the body and undergo metabolism to form toxic metabolites like phosgene, which are associated with genotoxic effects (<xref ref-type="bibr" rid="ref13">13</xref>). Therefore, it is important to consider both exposure pathways to better understand the full scope of risk.</p>
<p>This article aims to systematically review the existing literature on the relationship between chloroform exposure and leukemia. By conducting a meta-analysis of the available studies, we aim to quantify the overall risk and identify potential sources of heterogeneity. Our objectives are to: (1) assess the strength and consistency of the evidence linking chloroform exposure to leukemia, (2) explore variations in risk estimates across different populations and exposure levels, and (3) identify gaps in the current research to inform future studies.</p>
<p>Understanding the potential role of chloroform in leukemia development is crucial for public health. If a significant association is confirmed, it would underscore the need for stricter regulatory measures to limit chloroform exposure, particularly in vulnerable populations. Moreover, it could lead to targeted prevention strategies and enhanced screening programs for individuals at higher risk. Through this comprehensive analysis, we aim to contribute to the growing body of knowledge on environmental carcinogens and their impact on leukemia, ultimately guiding efforts to reduce the burden of this devastating disease.</p>
</sec>
<sec sec-type="methods" id="sec6">
<title>Methods</title>
<sec id="sec7">
<title>Study design</title>
<p>This systematic review and meta-analysis was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines (<xref ref-type="bibr" rid="ref14">14</xref>). A comprehensive detail of the protocol of this study has been already published (<xref ref-type="bibr" rid="ref15">15</xref>). Our objective was to evaluate the association between chloroform exposure and the risk of leukemia by synthesizing data from epidemiological studies. A comprehensive detail of the protocol of this study has been already published.</p>
</sec>
<sec id="sec8">
<title>Literature search strategy</title>
<p>A comprehensive literature search was performed across multiple databases, including PubMed, Web of Science, Scopus, to identify relevant studies published up to December 2023.</p>
<sec id="sec9">
<title>Web of Science: 165 results</title>
<p>TS&#x202F;=&#x202F;(&#x201C;blood cancer&#x201D; OR &#x201C;hematological malignancies&#x201D; OR &#x201C;acute lymphoblastic leukemia&#x201D; OR &#x201C;acute myeloid leukemia&#x201D; OR &#x201C;chronic lymphocytic leukemia&#x201D; OR &#x201C;chronic myeloid leukemia&#x201D; OR leukemia) AND TS&#x202F;=&#x202F;(chloroform OR &#x201C;chloroform exposure&#x201D; OR &#x201C;chloroform toxicity&#x201D; OR &#x201C;Carcinogenicity of chloroform&#x201D;).</p>
</sec>
<sec id="sec10">
<title>PubMed: 208 results</title>
<p>(Chloroform OR &#x201C;Chloroform toxicity&#x201D; OR &#x201C;Chloroform exposure&#x201D; [Title/Abstract]) AND (Leukemia OR &#x201C;blood cancer&#x201D; OR &#x201C;hematological malignancies&#x201D; OR &#x201C;acute lymphoblastic leukemia&#x201D; OR &#x201C;acute myeloid leukemia&#x201D; OR &#x201C;chronic lymphocytic leukemia&#x201D; OR &#x201C;chronic myeloid leukemia&#x201D;[Title/Abstract])</p>
</sec>
<sec id="sec11">
<title>Scopus: 1364 results</title>
<p>TITLE-ABS-KEY (&#x201C;chloroform&#x201D; OR &#x201C;Chloroform toxicity&#x201D; OR &#x201C;Chloroform exposure&#x201D;) AND (leukemia&#x201D; OR &#x201C;blood cancer&#x201D; OR &#x201C;hematological malignancies&#x201D; OR &#x201C;acute lymphoblastic leukemia&#x201D; OR &#x201C;acute myeloid leukemia&#x201D; OR &#x201C;chronic lymphocytic leukemia&#x201D; OR &#x201C;chronic myeloid leukemia&#x201D;).</p>
</sec>
</sec>
<sec id="sec12">
<title>Inclusion and exclusion criteria</title>
<p>Studies were included in the review if they met specific criteria: they had to involve human subjects, assess chloroform exposure through environmental, occupational, or biomonitoring methods, report the incidence of leukemia or leukemia-specific mortality, employ a cohort or case&#x2013;control study design, and provide sufficient data to calculate effect estimates (odds ratios) with 95% confidence intervals. Conversely, studies were excluded if they were non-human studies, reviews, case reports, or editorials, did not specifically assess chloroform exposure, did not report leukemia as an outcome, or lacked sufficient data for effect estimation.</p>
</sec>
<sec id="sec13">
<title>Data extraction and quality assessment</title>
<p>Two independent reviewers screened the titles and abstracts of identified studies. Full texts of potentially eligible studies were retrieved and assessed for inclusion based on the predefined criteria. Discrepancies between reviewers were resolved through discussion and consensus, or by consulting a third reviewer.</p>
<p>Data were extracted using a standardized extraction form, which included the following information:</p>
<list list-type="simple">
<list-item>
<p>- Study characteristics: author(s), publication year, country, study design and sample size.</p>
</list-item>
<list-item>
<p>- Population characteristics: age and specific population (e.g., occupational groups, general population).</p>
</list-item>
<list-item>
<p>- Exposure assessment: methods of chloroform exposure measurement, exposure levels, and duration.</p>
</list-item>
<list-item>
<p>- Outcome assessment: type of leukemia, diagnostic criteria, and incidence or mortality rates.</p>
</list-item>
<list-item>
<p>- Effect estimates: odds ratios with 95% confidence intervals (CIs), and adjustments for confounding variables.</p>
</list-item>
</list>
<p>The quality of included studies was assessed using Joanna Briggs Institute (JBI) Critical Appraisal Checklist. The JBI checklist provides a comprehensive assessment of methodological quality, focusing on criteria such as clarity of research question, appropriateness of study design, and reliability of measurement tools.</p>
</sec>
<sec id="sec14">
<title>Statistical analysis</title>
<p>A meta-analysis was performed to pool the effect estimates across studies. The primary measure of association was the pooled OR for the risk of leukemia associated with chloroform exposure. Heterogeneity among studies was assessed using the I<sup>2</sup> statistic, &#x03C4;<sup>2</sup> (tau-squared), and Cochran&#x2019;s Q test. An I<sup>2</sup> value of &#x003E;50% and a <italic>p</italic>-value of &#x003C;0.10 for the Q test indicated significant heterogeneity.</p>
<p>Random-effects models were used to account for between-study variability. Sensitivity analyses were performed by excluding low-quality studies to assess the robustness of the results.</p>
</sec>
<sec id="sec15">
<title>Software</title>
<p>All statistical analyses were conducted using STATA version 17.0 (<xref ref-type="bibr" rid="ref16">16</xref>), and the meta package in R. The meta package in R was specifically used for conducting the meta-analysis, generating forest plots, and performing sensitivity analyses.</p>
</sec>
<sec id="sec16">
<title>Ethical considerations</title>
<p>As this study involved the analysis of previously published data, ethical approval was not required. However, the review was conducted with adherence to ethical standards in research, ensuring the accurate and unbiased reporting of findings.</p>
</sec>
</sec>
<sec sec-type="results" id="sec17">
<title>Results</title>
<sec id="sec18">
<title>Study selection</title>
<p>Initially, 1,737 articles were identified through a comprehensive literature search across multiple databases. After removing duplicates and screening titles and abstracts for relevance, 51 full-text articles were assessed for eligibility. Of these, 4 studies met the inclusion criteria and 4 studies were included in the systematic review and meta-analysis. In Heck&#x2019;s study, two subtypes of leukemia have considered and we have included it as two studies. The study selection process is detailed in the PRISMA flow diagram (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Flow chart of systematic review and meta-analysis, chloroform and leukemia.</p>
</caption>
<graphic xlink:href="fpubh-13-1491075-g001.tif"/>
</fig>
</sec>
<sec id="sec19">
<title>Characteristics of included studies</title>
<p>The 4 included studies comprised 4 case&#x2013;control studies, spanning publication years from 2001 to 2023. These studies were conducted in various countries, including the United States, Canada and Spain. Sample sizes ranged from 67 to 31,292 participants. Detailed characteristics of the included studies are presented in <xref ref-type="table" rid="tab1">Tables 1</xref>, <xref ref-type="table" rid="tab2">2</xref>, which provides information on study design, population characteristics, exposure assessment methods, and outcome measures.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Summary of published results on the relationship between exposure chloroform and risk of leukemia.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Author</th>
<th align="left" valign="top">Country</th>
<th align="left" valign="top">Study Design</th>
<th align="left" valign="top">Quality Score</th>
<th align="left" valign="top">Age Range</th>
<th align="left" valign="top">Leukemia Subtype</th>
<th align="left" valign="top">Exposure Assessment-Measurement Method</th>
<th align="left" valign="top">Diagnostic Criteria Used</th>
<th align="center" valign="top">Reported Results (Odds Ratio and 95% Confidence Intervals)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Infant Ravid et al. (<xref ref-type="bibr" rid="ref17">17</xref>)</td>
<td align="left" valign="top">Canada</td>
<td align="left" valign="top">Case&#x2013;control</td>
<td align="left" valign="top">Low Risk</td>
<td align="left" valign="top">0&#x2013;9&#x202F;years</td>
<td align="left" valign="top">ALL</td>
<td align="left" valign="top">Interview and Residential history</td>
<td align="left" valign="top">Clinical history</td>
<td align="center" valign="top">1.21 (0.58&#x2013;2.53)</td>
</tr>
<tr>
<td align="left" valign="top">Heck et al. (<xref ref-type="bibr" rid="ref18">18</xref>)</td>
<td align="left" valign="top">USA</td>
<td align="left" valign="top">Case&#x2013;control</td>
<td align="left" valign="top">Low Risk</td>
<td align="left" valign="top">Less than 6</td>
<td align="left" valign="top">AML</td>
<td align="left" valign="top">Community air monitors</td>
<td align="left" valign="top">California Cancer Registry</td>
<td align="center" valign="top">1.98 (1.31&#x2013;3.00)</td>
</tr>
<tr>
<td align="left" valign="top">Heck et al. (<xref ref-type="bibr" rid="ref18">18</xref>)</td>
<td align="left" valign="top">USA</td>
<td align="left" valign="top">Case&#x2013;control</td>
<td align="left" valign="top">Low Risk</td>
<td align="left" valign="top">Less than 6</td>
<td align="left" valign="top">ALL</td>
<td align="left" valign="top">Community air monitors</td>
<td align="left" valign="top">California Cancer Registry</td>
<td align="center" valign="top">0.89 (0.62&#x2013;1.27)</td>
</tr>
<tr>
<td align="left" valign="top">Donat-Vargas et al. (<xref ref-type="bibr" rid="ref19">19</xref>)</td>
<td align="left" valign="top">Spain</td>
<td align="left" valign="top">Case&#x2013;control</td>
<td align="left" valign="top">Low Risk</td>
<td align="left" valign="top">All ages</td>
<td align="left" valign="top">CLL</td>
<td align="left" valign="top">Questionnaire</td>
<td align="left" valign="top">Clinical History</td>
<td align="center" valign="top">0.15 (0.09&#x2013;0.25)</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Patients with leukemia according to their occupational exposure from studies included in the meta-analysis.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Reference</th>
<th align="left" valign="top">Leukemia subtype studied</th>
<th align="center" valign="top">No. of cases</th>
<th align="center" valign="top">No. of controls</th>
<th align="center" valign="top">No. of cases&#x202F;+&#x202F;controls</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Infant Ravid et al. (<xref ref-type="bibr" rid="ref17">17</xref>)</td>
<td align="left" valign="top">ALL</td>
<td align="center" valign="top">36</td>
<td align="center" valign="top">31</td>
<td align="center" valign="top">67</td>
</tr>
<tr>
<td align="left" valign="top">Heck et al. (<xref ref-type="bibr" rid="ref18">18</xref>)</td>
<td align="left" valign="top">AML</td>
<td align="center" valign="top">64</td>
<td align="center" valign="top">31,228</td>
<td align="center" valign="top">31,292</td>
</tr>
<tr>
<td align="left" valign="top">Heck et al. (<xref ref-type="bibr" rid="ref18">18</xref>)</td>
<td align="left" valign="top">ALL</td>
<td align="center" valign="top">116</td>
<td align="center" valign="top">4,689</td>
<td align="center" valign="top">4,805</td>
</tr>
<tr>
<td align="left" valign="top">Donat-Vargas et al. (<xref ref-type="bibr" rid="ref19">19</xref>)</td>
<td align="left" valign="top">CLL</td>
<td align="center" valign="top">144</td>
<td align="center" valign="top">1,230</td>
<td align="center" valign="top">1,374</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec20">
<title>Quality assessment</title>
<p>The quality of the included studies was evaluated using the Joanna Briggs Institute (JBI) Critical Appraisal Checklist. All 4 studies were assessed to be at low risk of bias. The JBI checklist ensured a rigorous evaluation of methodological quality, including the adequacy of sample selection, exposure measurement, and outcome assessment, as well as control for confounding variables. This consistent low risk of bias across studies enhances the reliability of the meta-analysis findings.</p>
</sec>
<sec id="sec21">
<title>Meta-analysis findings</title>
<sec id="sec22">
<title>Association between chloroform exposure and leukemia risk</title>
<p>The pooled odds ratio (OR) for the association between chloroform exposure and the risk of leukemia was 0.75 (95% CI: 0.25&#x2013;2.27). This indicates that there was no statistically significant association observed between chloroform exposure and leukemia risk, suggesting that chloroform exposure does not significantly increase the risk of developing leukemia (<xref ref-type="fig" rid="fig2">Figure 2</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Forest plot representing the pooled odds ratio for the association between chloroform exposure and leukemia risk.</p>
</caption>
<graphic xlink:href="fpubh-13-1491075-g002.tif"/>
</fig>
</sec>
</sec>
<sec id="sec23">
<title>Heterogeneity analysis</title>
<p>Considerable heterogeneity was observed among the included studies, as indicated by an I<sup>2</sup> value of 95%, a &#x03C4;<sup>2</sup> value of 1.2047, and an H<sup>2</sup> value of 10.34. The Cochran&#x2019;s Q test was statistically significant (<italic>p</italic> &#x003C;&#x202F;0.001), indicating substantial variability in the effect estimates across studies. This high level of heterogeneity suggests that the included studies differed significantly in terms of study design, population characteristics, exposure assessment methods, and other factors.</p>
<p>The &#x03C4;<sup>2</sup> value quantifies the between-study variance, with a &#x03C4;<sup>2</sup> of 1.2047 indicating substantial variability. The I<sup>2</sup> value of 95% and H<sup>2</sup> value of 10.34 further indicated high heterogeneity among the included studies.</p>
<p>The Galbraith plot (<xref ref-type="fig" rid="fig3">Figure 3</xref>) was used to further explore heterogeneity. The plot visually represents the standardized effect sizes against their precision (inverse of the standard error). Points outside the confidence limits suggest potential sources of heterogeneity. The Galbraith plot revealed that several studies deviated from the central trend, indicating substantial heterogeneity in effect estimates.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Galbraith plot, demonstrating heterogeneity.</p>
</caption>
<graphic xlink:href="fpubh-13-1491075-g003.tif"/>
</fig>
</sec>
<sec id="sec24">
<title>Subgroup analyses</title>
<sec id="sec25">
<title>Subgroup analysis by leukemia subtype</title>
<p>Given the substantial heterogeneity observed in the overall analysis, a subgroup analysis was performed based on different leukemia subtypes to investigate whether the association between chloroform exposure and leukemia risk varied across these subtypes.</p>
</sec>
<sec id="sec26">
<title>Results of subgroup analysis</title>
<p>For acute lymphoblastic leukemia (ALL), the pooled odds ratio (OR) was 0.95 (95% confidence interval [CI]: 0.63&#x2013;1.27). This result suggests a non-significant association between chloroform exposure and the risk of developing ALL.</p>
<p>In the case of acute myeloid leukemia (AML), the pooled OR was 1.98 (95% CI: 1.31&#x2013;3.00), indicating a significant association between chloroform exposure and an increased risk of developing AML.</p>
<p>For chronic lymphocytic leukemia (CLL), the pooled OR was 0.15 (95% CI: 0.09&#x2013;0.25). This suggests a significant association between chloroform exposure and a reduced risk of developing CLL.</p>
</sec>
</sec>
<sec id="sec27">
<title>Statistical tests</title>
<p>The test for heterogeneity within subgroups (Q3) was significant, with Q3&#x202F;=&#x202F;32.50 and <italic>p</italic> =&#x202F;0.00. This finding indicates substantial variability in effect sizes across different leukemia subtypes.</p>
<p>The test of the overall effect (test of theta&#x202F;=&#x202F;0) yielded a z-value of 2.73 and a <italic>p</italic>-value of 0.01, indicating a statistically significant overall association when considering all subgroups together.</p>
<p>The test of group differences [Qb(2)] was also significant, with Qb(2)&#x202F;=&#x202F;31.91 and <italic>p</italic> =&#x202F;0.00. This result highlights significant differences in the association between chloroform exposure and leukemia risk across the various subtypes.</p>
</sec>
<sec id="sec28">
<title>Interpretation</title>
<p>The subgroup analysis by leukemia subtype reveals significant variability in the association between chloroform exposure and leukemia risk. The significant association observed for AML indicates an increased risk of developing this subtype with chloroform exposure, whereas the significant association found for CLL suggests a reduced risk. No significant association was detected for ALL. The significant test of group differences further underscores that the risk linked to chloroform exposure may vary depending on the specific leukemia subtype. These findings emphasize the importance of further detailed investigations to understand the differential effects of chloroform exposure on various forms of leukemia.</p>
</sec>
<sec id="sec29">
<title>Publication Bias assessment</title>
<p>Publication bias was assessed using Begg&#x2019;s test. The results of Begg&#x2019;s test showed a Kendall&#x2019;s score of 0.00 with a standard error of 2.944, resulting in a z-value of-0.34 and a <italic>p</italic>-value of 1.0000. This non-significant result suggests that there is no evidence of small-study effects or significant publication bias in the included studies. The funnel plot (<xref ref-type="fig" rid="fig4">Figure 4</xref>) also appeared symmetrical, supporting the absence of substantial publication bias. Publication bias was evaluated using funnel plots and Egger&#x2019;s test. The regression-based Egger test was conducted under the null hypothesis (H&#x2080;) that there are no small-study effects. The beta1 coefficient was-0.63 with a standard error of 6.381, resulting in a z-value of-0.10 and a <italic>p</italic>-value of 0.9215, indicating no significant evidence of publication bias. If publication bias was detected, the trim-and-fill method would be applied to adjust for it.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Funnel plot, demonstrating the symmetry of studies.</p>
</caption>
<graphic xlink:href="fpubh-13-1491075-g004.tif"/>
</fig>
</sec>
<sec id="sec30">
<title>Summary of findings</title>
<p>This systematic review and meta-analysis did not find a statistically significant association between chloroform exposure and the risk of leukemia. The pooled OR of 0.75 (95% CI: 0.25&#x2013;2.27) indicates no significant effect of chloroform exposure on leukemia risk. Despite substantial heterogeneity among the included studies, the association remained consistent across various sensitivity analyses. The lack of significant small-study effects or publication bias further supports the reliability of the findings.</p>
<p>Overall, these results suggest that chloroform exposure may not be a significant risk factor for leukemia. However, the high heterogeneity observed indicates the need for further high-quality research to better understand the potential relationship between chloroform exposure and leukemia risk, considering different exposure levels, durations, and population characteristics.</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec31">
<title>Discussion</title>
<p>This systematic review and meta-analysis provides significant insights into the potential relationship between chloroform exposure and leukemia risk. Our pooled analysis revealed no statistically significant overall association between chloroform exposure and leukemia (pooled OR: 0.75, 95% CI: 0.25&#x2013;2.27). This suggests that, at the exposure levels studied, chloroform may not pose a substantial risk for leukemia. However, the observed heterogeneity and subgroup differences suggest more complex interactions that warrant further investigation.</p>
<p>A key finding in our analysis was the high heterogeneity observed (I<sup>2</sup> =&#x202F;95%), indicating considerable variability across the included studies. This heterogeneity likely arises from differences in study design, population characteristics, exposure assessment methods, and the confounding variables controlled for in individual studies. For instance, exposure assessment methods ranged from residential history and questionnaires to air monitoring, potentially introducing biases. Future studies should employ standardized methods for exposure assessment to improve comparability and enhance evidence quality.</p>
<p>Given the substantial heterogeneity, a subgroup analysis based on leukemia subtypes was conducted, revealing notable differences in associations. For Acute Myeloid Leukemia (AML), a significant association was found between chloroform exposure and increased AML risk (pooled OR: 1.98, 95% CI: 1.31&#x2013;3.00), aligning with previous evidence of chloroform&#x2019;s potential carcinogenic effects. Conversely, a significant inverse association was observed for Chronic Lymphocytic Leukemia (CLL) (pooled OR: 0.15, 95% CI: 0.09&#x2013;0.25), a finding requiring further exploration to determine if it is biologically meaningful or methodological in origin. No significant association was found between chloroform exposure and Acute Lymphoblastic Leukemia (ALL) risk (pooled OR: 0.95, 95% CI: 0.63&#x2013;1.27). The significant variability in effect sizes across leukemia subtypes [Qb(2)&#x202F;=&#x202F;31.91, <italic>p</italic> =&#x202F;0.00] emphasizes the necessity of subtype-specific analyses in future research. The overall lack of a significant association may obscure subtype-specific risks or protective effects.</p>
<p>The exposure window for childhood leukemia is crucial in interpreting these findings. Childhood leukemia risks may differ depending on whether exposures occur prenatally or postnatally, as both periods could influence leukemia development through distinct biological mechanisms. In the studies included in this meta-analysis, exposures during prenatal (maternal exposure to chloroform) and postnatal periods (early childhood environmental exposure) were both assessed. The precise timing and duration of exposure varied across studies, which likely contributed to heterogeneity in outcomes. Future studies should explicitly differentiate between prenatal and postnatal exposure windows to clarify critical periods of vulnerability and enhance our understanding of chloroform&#x2019;s potential role in leukemogenesis.</p>
<p>The biological plausibility of chloroform&#x2019;s role in leukemia involves its metabolism to toxic metabolites, such as phosgene, inducing oxidative stress and DNA damage. The observed increased AML risk aligns well with these genotoxic mechanisms. Future research should investigate molecular pathways further to clarify causality and mechanisms specific to leukemia subtypes.</p>
<p>While our study did not find an overall significant risk, subgroup analyses suggest potential subtype-specific susceptibility, particularly for AML. The inverse relationship with CLL also warrants exploration. Future studies should focus on specific leukemia subtypes, diverse populations, varied exposure levels, and detailed temporal exposure windows. Such targeted research can provide a clearer understanding of chloroform as a potential environmental carcinogen, aiding in developing public health policies and preventive strategies.</p>
<p>Several limitations should be noted. Variability in methods and populations limits generalizability. Diverse exposure assessment methods introduce potential bias. Limited cases for certain subtypes reduce statistical power. Additionally, the small number of studies (four) limits robust detection of publication bias.</p>
<p>This systematic review and meta-analysis found no overall significant association between chloroform exposure and leukemia risk at studied levels. However, significant subtype-specific associations highlight the complexity of leukemia etiology. Future research should emphasize standardized exposure assessments, clear delineation of prenatal and postnatal exposure windows, and detailed analysis of leukemia subtypes. Such efforts will enhance understanding and inform preventive measures for populations potentially at risk.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec32">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref rid="SM1" ref-type="supplementary-material">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="sec33">
<title>Author contributions</title>
<p>YS: Software, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. SM: Validation, Writing &#x2013; review &#x0026; editing. MD: Software, Writing &#x2013; review &#x0026; editing. AA: Investigation, Methodology, Writing &#x2013; review &#x0026; editing. AS: Investigation, Writing &#x2013; review &#x0026; editing. AK: Methodology, Writing &#x2013; review &#x0026; editing. SKh: Investigation, Writing &#x2013; review &#x0026; editing. MM: Methodology, Writing &#x2013; review &#x0026; editing. SS: Investigation, Writing &#x2013; review &#x0026; editing. HS: Methodology, Validation, Writing &#x2013; review &#x0026; editing. MS: Investigation, Writing &#x2013; review &#x0026; editing. MV: Investigation, Methodology, Writing &#x2013; review &#x0026; editing. SKa: Investigation, Methodology, Writing &#x2013; review &#x0026; editing. AM: Supervision, Validation, Writing &#x2013; review &#x0026; editing. MT: Methodology, Writing &#x2013; review &#x0026; editing. GJ: Methodology, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec34">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This research was supported by a grant from the Shahid Beheshti University of Medical Sciences (Grant Number: 43002242).</p>
</sec>
<ack>
<p>Authors thanks the scientific support of the CAREX Iran under the auspice of West Asia Organization for Cancer Prevention (WAOCP).</p>
</ack>
<sec sec-type="COI-statement" id="sec35">
<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 sec-type="disclaimer" id="sec36">
<title>Publisher&#x2019;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 sec-type="supplementary-material" id="sec37">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fpubh.2025.1491075/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fpubh.2025.1491075/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.doc" id="SM1" mimetype="application/vnd.ms-word" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="ref1"><label>1.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sugisaki</surname> <given-names>M</given-names></name> <name><surname>Imamura</surname> <given-names>K</given-names></name> <name><surname>Terasaki</surname> <given-names>Y</given-names></name> <name><surname>Iino</surname> <given-names>H</given-names></name> <name><surname>Hoshino</surname> <given-names>T</given-names></name> <name><surname>Hatsumi</surname> <given-names>N</given-names></name> <etal/></person-group>. <article-title>Slowly progressing acute lymphoblastic leukemia with prolonged leukopenia</article-title>. <source>SAGE Open Med Case Rep</source>. (<year>2023</year>) <volume>11</volume>:<fpage>2050313x231177758</fpage>. doi: <pub-id pub-id-type="doi">10.1177/2050313X231177758</pub-id>, PMID: <pub-id pub-id-type="pmid">37284224</pub-id></citation></ref>
<ref id="ref2"><label>2.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Arshad</surname> <given-names>F</given-names></name> <name><surname>Ali</surname> <given-names>A</given-names></name> <name><surname>Rehman</surname> <given-names>G</given-names></name> <name><surname>Halim</surname> <given-names>SA</given-names></name> <name><surname>Waqas</surname> <given-names>M</given-names></name> <name><surname>Khalid</surname> <given-names>A</given-names></name> <etal/></person-group>. <article-title>Comparative expression analysis of breakpoint cluster region-Abelson oncogene in leukemia patients</article-title>. <source>ACS Omega</source>. (<year>2023</year>) <volume>8</volume>:<fpage>5975</fpage>&#x2013;<lpage>82</lpage>. doi: <pub-id pub-id-type="doi">10.1021/acsomega.2c07885</pub-id>, PMID: <pub-id pub-id-type="pmid">36816652</pub-id></citation></ref>
<ref id="ref3"><label>3.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ding</surname> <given-names>L</given-names></name> <name><surname>Chanchaona</surname> <given-names>N</given-names></name> <name><surname>Konstas</surname> <given-names>K</given-names></name> <name><surname>Hill</surname> <given-names>MR</given-names></name> <name><surname>Fan</surname> <given-names>X</given-names></name> <name><surname>Wood</surname> <given-names>CD</given-names></name> <etal/></person-group>. <article-title>Synthesizing Hypercrosslinked polymers with deep eutectic solvents to enhance CO(2)/N(2) selectivity</article-title>. <source>ChemSusChem</source>. (<year>2024</year>) <volume>17</volume>:<fpage>e202301602</fpage>. doi: <pub-id pub-id-type="doi">10.1002/cssc.202301602</pub-id>, PMID: <pub-id pub-id-type="pmid">38298090</pub-id></citation></ref>
<ref id="ref4"><label>4.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ouyang</surname> <given-names>J</given-names></name> <name><surname>Bae</surname> <given-names>H</given-names></name> <name><surname>Jordi</surname> <given-names>S</given-names></name> <name><surname>Dao</surname> <given-names>QM</given-names></name> <name><surname>Dossenbach</surname> <given-names>S</given-names></name> <name><surname>Dehn</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>The smelling principle of vetiver oil, unveiled by chemical synthesis</article-title>. <source>Angew Chem Int Ed Eng</source>. (<year>2021</year>) <volume>60</volume>:<fpage>5666</fpage>&#x2013;<lpage>72</lpage>. doi: <pub-id pub-id-type="doi">10.1002/anie.202014609</pub-id>, PMID: <pub-id pub-id-type="pmid">33315304</pub-id></citation></ref>
<ref id="ref5"><label>5.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname> <given-names>T</given-names></name> <name><surname>Kim</surname> <given-names>TK</given-names></name> <name><surname>Zoh</surname> <given-names>KD</given-names></name></person-group>. <article-title>Degradation kinetics and pathways of &#x03B2;-cyclocitral and &#x03B2;-ionone during UV photolysis and UV/chlorination reactions</article-title>. <source>J Environ Manag</source>. (<year>2019</year>) <volume>239</volume>:<fpage>8</fpage>&#x2013;<lpage>16</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jenvman.2019.03.032</pub-id>, PMID: <pub-id pub-id-type="pmid">30877971</pub-id></citation></ref>
<ref id="ref6"><label>6.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hua</surname> <given-names>G</given-names></name> <name><surname>Kim</surname> <given-names>J</given-names></name> <name><surname>Reckhow</surname> <given-names>DA</given-names></name></person-group>. <article-title>Disinfection byproduct formation from lignin precursors</article-title>. <source>Water Res</source>. (<year>2014</year>) <volume>63</volume>:<fpage>285</fpage>&#x2013;<lpage>95</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.watres.2014.06.029</pub-id>, PMID: <pub-id pub-id-type="pmid">25016301</pub-id></citation></ref>
<ref id="ref7"><label>7.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ben</surname> <given-names>W</given-names></name> <name><surname>Sun</surname> <given-names>P</given-names></name> <name><surname>Huang</surname> <given-names>CH</given-names></name></person-group>. <article-title>Effects of combined UV and chlorine treatment on chloroform formation from triclosan</article-title>. <source>Chemosphere</source>. (<year>2016</year>) <volume>150</volume>:<fpage>715</fpage>&#x2013;<lpage>22</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.chemosphere.2015.12.071</pub-id>, PMID: <pub-id pub-id-type="pmid">26746417</pub-id></citation></ref>
<ref id="ref8"><label>8.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kong</surname> <given-names>X</given-names></name> <name><surname>Zhao</surname> <given-names>J</given-names></name> <name><surname>Yang</surname> <given-names>L</given-names></name> <name><surname>Wang</surname> <given-names>F</given-names></name> <name><surname>Sun</surname> <given-names>Z</given-names></name></person-group>. <article-title>A novel 2-(2-aminophenyl) imidazo [1,5-a] pyridine-based fluorescent probe for rapid detection of phosgene</article-title>. <source>Anal Bioanal Chem</source>. (<year>2024</year>) <volume>416</volume>:<fpage>329</fpage>&#x2013;<lpage>39</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00216-023-05039-1</pub-id>, PMID: <pub-id pub-id-type="pmid">37987768</pub-id></citation></ref>
<ref id="ref9"><label>9.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>C</given-names></name> <name><surname>Liu</surname> <given-names>X</given-names></name> <name><surname>Zhai</surname> <given-names>J</given-names></name> <name><surname>Zhong</surname> <given-names>C</given-names></name> <name><surname>Zeng</surname> <given-names>H</given-names></name> <name><surname>Feng</surname> <given-names>L</given-names></name> <etal/></person-group>. <article-title>Effect of oxidative stress induced by 2,3,7,8-tetrachlorodibenzo-p-dioxin on DNA damage</article-title>. <source>J Hazard Mater</source>. (<year>2024</year>) <volume>472</volume>:<fpage>134485</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jhazmat.2024.134485</pub-id>, PMID: <pub-id pub-id-type="pmid">38701725</pub-id></citation></ref>
<ref id="ref10"><label>10.</label><citation citation-type="other"><person-group person-group-type="author"><collab id="coll1">(FR): International Agency for Research on Cancer</collab></person-group>. (<year>1999</year>). (IARC monographs on the evaluation of carcinogenic risks to humans, no. 73.) chloroform. Available online at: <ext-link xlink:href="https://www.ncbi.nlm.nih.gov/books/NBK402094/IWGotEoCRtHSCtCTotKoUBiRaSOSL" ext-link-type="uri">https://www.ncbi.nlm.nih.gov/books/NBK402094/IWGotEoCRtHSCtCTotKoUBiRaSOSL</ext-link> (Accessed October 15, 1998).</citation></ref>
<ref id="ref11"><label>11.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ragnebro</surname> <given-names>O</given-names></name> <name><surname>Helmersmo</surname> <given-names>K</given-names></name> <name><surname>Fornander</surname> <given-names>L</given-names></name> <name><surname>Olsen</surname> <given-names>R</given-names></name> <name><surname>Bryngelsson</surname> <given-names>IL</given-names></name> <name><surname>Graff</surname> <given-names>P</given-names></name> <etal/></person-group>. <article-title>Chloroform exposure in air and water in Swedish indoor swimming pools-urine as a biomarker of occupational exposure</article-title>. <source>Ann Work Expo Health</source>. (<year>2023</year>) <volume>67</volume>:<fpage>876</fpage>&#x2013;<lpage>85</lpage>. doi: <pub-id pub-id-type="doi">10.1093/annweh/wxad035</pub-id>, PMID: <pub-id pub-id-type="pmid">37339253</pub-id></citation></ref>
<ref id="ref12"><label>12.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>T</given-names></name> <name><surname>Wang</surname> <given-names>J</given-names></name></person-group>. <article-title>Exposure sources and pathways of micro-and nanoplastics in the environment, with emphasis on potential effects in humans: a systematic review</article-title>. <source>Integr Environ Assess Manag</source>. (<year>2023</year>) <volume>19</volume>:<fpage>1422</fpage>&#x2013;<lpage>32</lpage>. doi: <pub-id pub-id-type="doi">10.1002/ieam.4742</pub-id>, PMID: <pub-id pub-id-type="pmid">36661032</pub-id></citation></ref>
<ref id="ref13"><label>13.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Khallef</surname> <given-names>M</given-names></name> <name><surname>Cenkci</surname> <given-names>S</given-names></name> <name><surname>Akyil</surname> <given-names>D</given-names></name> <name><surname>&#x00D6;zkara</surname> <given-names>A</given-names></name> <name><surname>Konuk</surname> <given-names>M</given-names></name> <name><surname>Benouareth</surname> <given-names>DE</given-names></name></person-group>. <article-title>Ames and random amplified polymorphic DNA tests for the validation of the mutagenic and/or genotoxic potential of the drinking water disinfection by-products chloroform and bromoform</article-title>. <source>J Environ Sci Health A Tox Hazard Subst Environ Eng</source>. (<year>2018</year>) <volume>53</volume>:<fpage>154</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.1080/10934529.2017.1383134</pub-id>, PMID: <pub-id pub-id-type="pmid">29148923</pub-id></citation></ref>
<ref id="ref14"><label>14.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vrabel</surname> <given-names>M</given-names></name></person-group>. <article-title>Preferred reporting items for systematic reviews and Meta-analyses</article-title>. <source>Oncol Nurs Forum</source>. (<year>2015</year>) <volume>42</volume>:<fpage>552</fpage>&#x2013;<lpage>4</lpage>. doi: <pub-id pub-id-type="doi">10.1188/15.ONF.552-554</pub-id>, PMID: <pub-id pub-id-type="pmid">26302284</pub-id></citation></ref>
<ref id="ref15"><label>15.</label><citation citation-type="other"><person-group person-group-type="author"><name><surname>Yaser Soleimani</surname> <given-names>PS</given-names></name> <name><surname>Daraei</surname> <given-names>Mahdi</given-names></name> <name><surname>Rostami</surname> <given-names>Hanieh</given-names></name> <name><surname>Sheyda</surname> <given-names>Mahmoudi AK</given-names></name> <name><surname>Jarrahi</surname> <given-names>Alireza Mosavi</given-names></name></person-group>. (<year>2024</year>). The role of chloroform exposure and risk of leukemia: a protocol of systematic review and meta-analysis</citation></ref>
<ref id="ref16"><label>16.</label><citation citation-type="other"><person-group person-group-type="author"><name><surname>Support</surname> <given-names>ST</given-names></name></person-group>. (<year>2024</year>). Citing Stata software, documentation, and FAQs.</citation></ref>
<ref id="ref17"><label>17.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Infante-Rivard</surname> <given-names>C</given-names></name> <name><surname>Olson</surname> <given-names>E</given-names></name> <name><surname>Jacques</surname> <given-names>L</given-names></name> <name><surname>Ayotte</surname> <given-names>P</given-names></name></person-group>. <article-title>Drinking water contaminants and childhood leukemia</article-title>. <source>Epidemiology</source>. (<year>2001</year>) <volume>12</volume>:<fpage>13</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.1097/00001648-200101000-00004</pub-id>, PMID: <pub-id pub-id-type="pmid">11138808</pub-id></citation></ref>
<ref id="ref18"><label>18.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Heck</surname> <given-names>JE</given-names></name> <name><surname>Park</surname> <given-names>AS</given-names></name> <name><surname>Qiu</surname> <given-names>J</given-names></name> <name><surname>Cockburn</surname> <given-names>M</given-names></name> <name><surname>Ritz</surname> <given-names>B</given-names></name></person-group>. <article-title>Risk of leukemia in relation to exposure to ambient air toxics in pregnancy and early childhood</article-title>. <source>Int J Hyg Environ Health</source>. (<year>2014</year>) <volume>217</volume>:<fpage>662</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ijheh.2013.12.003</pub-id>, PMID: <pub-id pub-id-type="pmid">24472648</pub-id></citation></ref>
<ref id="ref19"><label>19.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Donat-Vargas</surname> <given-names>C</given-names></name> <name><surname>Kogevinas</surname> <given-names>M</given-names></name> <name><surname>Benavente</surname> <given-names>Y</given-names></name> <name><surname>Costas</surname> <given-names>L</given-names></name> <name><surname>Campo</surname> <given-names>E</given-names></name> <name><surname>Casta&#x00F1;o-Vinyals</surname> <given-names>G</given-names></name> <etal/></person-group>. <article-title>Lifetime exposure to brominated trihalomethanes in drinking water and swimming pool attendance are associated with chronic lymphocytic leukemia: a multicase-control study in Spain (MCC-Spain)</article-title>. <source>J Expo Sci Environ Epidemiol</source>. (<year>2024</year>) <volume>34</volume>:<fpage>47</fpage>&#x2013;<lpage>57</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41370-023-00600-7</pub-id>, PMID: <pub-id pub-id-type="pmid">37726507</pub-id></citation></ref>
</ref-list>
</back>
</article>