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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Endocrinol.</journal-id>
<journal-title>Frontiers in Endocrinology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Endocrinol.</abbrev-journal-title>
<issn pub-type="epub">1664-2392</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fendo.2024.1493186</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Endocrinology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Association between sperm DNA fragmentation index and recurrent pregnancy loss: results from 1485 participants undergoing fertility evaluation</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Yao</surname>
<given-names>Guanying</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Dou</surname>
<given-names>Xianchao</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Xiaozhu</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Qi</surname>
<given-names>Haolin</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1584990"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Jianling</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Peiwei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Jialu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liang</surname>
<given-names>Shuang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Han</surname>
<given-names>Zhongjiang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Bai</surname>
<given-names>Shun</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/990874"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Hu</surname>
<given-names>Xu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Reproductive Medicine, Nanyang Central Hospital</institution>, <addr-line>Nanyang</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>School of Medical Imaging, Bengbu Medical University</institution>, <addr-line>Bengbu</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>School of Nursing, Anhui University of Chinese Medicine</institution>, <addr-line>Hefei</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Sydney School of Public Health, Faculty of Medicine and Health, University of Sydney</institution>, <addr-line>Camperdown, NSW</addr-line>, <country>Australia</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Center for Reproduction and Genetics, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China</institution>, <addr-line>Hefei</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Marco Bonomi, University of Milan, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Daniele Santi, University Hospital of Modena, Italy</p>
<p>Giovanni Goggi, Italian Auxological Institute (IRCCS), Italy</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Shun Bai, <email xlink:href="mailto:shunbai@ustc.edu.cn">shunbai@ustc.edu.cn</email>; Xu Hu, <email xlink:href="mailto:guyuejiuri.171@163.com">guyuejiuri.171@163.com</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>07</day>
<month>01</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1493186</elocation-id>
<history>
<date date-type="received">
<day>08</day>
<month>09</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>12</day>
<month>12</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Yao, Dou, Chen, Qi, Chen, Wu, Li, Liang, Han, Bai and Hu</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Yao, Dou, Chen, Qi, Chen, Wu, Li, Liang, Han, Bai and Hu</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>
<title>Objective</title>
<p>Several male factors have been reported to play a role in recurrent pregnancy loss (RPL). The aim of this study is to explore the relationship between semen parameters, sperm DNA fragmentation index (DFI) and RPL.</p>
</sec>
<sec>
<title>Method</title>
<p>A total of 1485 participants were recruited from a university hospital between April 2020 and August 2022. Six hundred and thirtyfour men from couples with RPL were assigned to the case group, while 851 men from couple without RPL who underwent fertile evaluation were assigned to the control group. Semen parameters including sperm DNA fragmentation, were assessed. </p>
</sec>
<sec>
<title>Results</title>
<p>No statistically significant differences in semen parameters, sperm kinematics and DFI were observed between the case group and the control group. A higher proportion of men in the case group had a DFI &gt; 30% compared to those in the control group; however, this difference was not statistically significant. Restricted cubic spline analysis revealed no significant non-linear relationships between continuous DFI and risk of RPL.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Our study indicates that there is no significant relationship between DFI and RPL risk. Further prospective studies are needed to explore the impact of DFI on fertility outcomes in couples experiencing RPL.</p>
</sec>
</abstract>
<kwd-group>
<kwd>DNA fragmentation index</kwd>
<kwd>recurrent pregnancy loss</kwd>
<kwd>semen quality</kwd>
<kwd>DFI</kwd>
<kwd>RPL</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="37"/>
<page-count count="8"/>
<word-count count="3852"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Reproduction</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Approximately 15% of reproductive-age couples suffer from infertility globally, with male factors accounting for half of these cases (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). Conventional semen analysis is a standard method for evaluating semen quality, including parameters such as volume, sperm concentration, motility and morphology. However, this method is limited to evaluating basic parameters and additional sperm functions, such as DNA integrity, acrosome reaction and capacitation, require further assessment. Sperm DNA integrity is a critical parameter for male reproduction. Due to the complex organization of haploid genome, the DNA within the sperm nucleus is often altered by protamine-mediated compaction (<xref ref-type="bibr" rid="B3">3</xref>). Previous studies have demonstrated that sperm DNA fragmentation can adversely affect fertilization and embryo development (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B6">6</xref>). DNA Fragmentation Index (DFI) is a parameter used to assess the integrity of sperm DNA. Specifically, DFI measures the percentage of spermatozoa exhibiting DNA fragmentation, which can be an indicator of sperm quality and fertility potential. High DFI values are associated with increased sperm DNA damage, which may result from factors like oxidative stress, apoptosis, or autophagy (<xref ref-type="bibr" rid="B7">7</xref>).</p>
<p>Recurrent pregnancy loss (RPL) is defined as two or more clinically recognized pregnancy losses before 20-24 weeks of gestation, including both embryo and fetal loss (<xref ref-type="bibr" rid="B8">8</xref>). According to previous epidemiological studies, the prevalence of RPL is 1-4% among all patients who achieve pregnancy (<xref ref-type="bibr" rid="B9">9</xref>). Several factors have been suggested to contribute to pathogenesis of RPL, including maternal age, genetic defects, uterine pathology, endocrine disorders, and infectious agents. However, the exact etiology of RPL in approximately 50-75% of patients remains unclear (<xref ref-type="bibr" rid="B10">10</xref>). Although most known causes of RPL are related to female factors, recent studies have also indicated that semen quality may influence the risk of PRL. A systematic review and meta-analysis including 16 studies and 2969 couples suggested that increased DFI was associated with an increased risk of RPL (<xref ref-type="bibr" rid="B11">11</xref>). Additionally, several studies reported male partners of couples with RPL were more likely to have high DFI compared with those with low DFI (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). Importantly, new guidelines from the European Society of Human Reproduction and Embryology (ESHRE), the American Urological Association (AUA), and the American Society for Reproductive Medicine (ASRM) recommend sperm DFI as a parameter for evaluating RPL (<xref ref-type="bibr" rid="B14">14</xref>&#x2013;<xref ref-type="bibr" rid="B16">16</xref>).</p>
<p>Assays for analyzing sperm DNA integrity have been developed in recent years, including the terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) assay, the comet assay, the sperm chromatin dispersion (SCD) assay, and the sperm chromatin structure assay (SCSA). In a recent review, the authors provided a comprehensive summary of the techniques, advantages, and disadvantages of the TUNEL, SCSA, SCD, and Comet assays (<xref ref-type="bibr" rid="B17">17</xref>). The terminal deoxynucleotidyl transferase-mediated deoxyuridine triphosphate nick end labeling (TUNEL) assay is noted for its sensitivity, reliability, and minimal interrater variability. However, its disadvantages include high cost, the need for specialized equipment, and extensive training requirements. The sperm chromatin dispersion (SCD) assay is advantageous due to its simplicity and minimal equipment requirements, though it is hindered by a high degree of interobserver variability. The comet assay offers sensitivity and reproducibility, but suffers from interobserver variability, the necessity for an experienced operator, and the use of variable protocols. Finally, the sperm chromatin structure assay (SCSA) is characterized by a standardized protocol, reproducibility, and the ability to examine a large number of cells, though it also faces limitations in terms of high cost, the need for specialized equipment, and specific training requirements. Among these tests, SCSA is utilized for assessing the DFI in several large cohorts, although there is an ongoing effort to establish a consensus approach that is both highly reliable and cost-effective. Date from SCSA indicate that DFI has a strong positive correlation with pregnancy outcomes and miscarriage (<xref ref-type="bibr" rid="B18">18</xref>). In this study, which includes a relatively large sample size, we measured sperm DFI using SCSA to investigate the association between DFI and RPL risk.</p>
</sec>
<sec id="s2">
<title>Methods</title>
<sec id="s2_1">
<title>Participants</title>
<p>Between April 2020 and August 2022, a total of 1485 male partners of infertile couples at the Reproductive Center of The First Affiliated Hospital of University of Science and Technology of China (USTC) and the female partners aged between 22 and 40 years, were included in this retrospective study. Couples who conceived their previous natural pregnancy within 1 year and experienced RPL were assigned to the case group, while couples without RPL and at least one previous pregnancy or live birth were assigned to the control group. All control group underwent fertility treatments for female factor infertility such as tubal factors. Semen parameters, including sperm DNA fragmentation were assessed, and clinical characteristics, such as demographic factors, lifestyle factors, and medical history, were collected for all participants. Couples diagnosed with causes of RPL, such as abnormal karyotypes and mullerian ducts, diabetes, hyperprolactinemia, thyroid disorders and positive for the antiphospholipid antibodies, antinuclear antibodies, lupus antibodies and anti &#x3b2;2 glycoprotein antibodies, were excluded from the study. The exclusion criteria in male partners of infertile couples included azoospermia, testicular cancer, cryptorchidism and genetic defects related to the male reproductive tract. This study was approved by the Ethical Committee of The First Affiliated Hospital of USTC (No. 2023-RE-196).</p>
</sec>
<sec id="s2_2">
<title>Routing semen analysis</title>
<p>All semen sample collected at couples with previous pregnancy or live birth less than one year. Semen parameters (e.g., semen volume, sperm concentration, motility, and morphology) were assessed according to the WHO criteria (<xref ref-type="bibr" rid="B37">37</xref>). Ejaculates were collected by masturbation, followed by liquefaction at 37&#xb0;C for at least 30 minutes. Semen parameters, including sperm concentration, progressive motility, and total motility, were analyzed using a computer-assisted sperm analysis (CASA) system (SAS-II, SAS Medical, Beijing, China). Sperm morphology was assessed following Diff-Quick staining (Anke Biotechnology, Hefei, China) using a light microscope (CX33, Olympus Corporation, Tokyo, Japan). Leukocytes were evaluated following peroxidase staining (Anke Biotechnology, Hefei, China). Antisperm antibodies (AsAs) were assessed using the mixed antiglobulin reaction (MAR) test (Anke Biotechnology, Hefei, China).</p>
</sec>
<sec id="s2_3">
<title>Detection of sperm DFI</title>
<p>The sperm DFI was assessed using the sperm chromatin structure assay (SCSA, Celula, Chengdu, China). Semen samples were diluted with TNE buffer (Tris-HCl, NaCl, and ethylenediaminetetraacetic acid (EDTA)), followed by treatment with an acidic detergent solution (TritonX-100, NaCl, and HCl, pH 1.2). After 30 seconds, staining buffer (acridine orange, citric acid, Na2HPO4, EDTA, NaCl, pH 6.0) was added. The samples were analyzed using a flow cytometer (Celula, Chengdu, China) and a minimum of 5000 cells were examined per sample. Chromatin damage was assessed using acridine orange staining, where green fluorescence indicated double-stranded DNA and red fluorescence indicated single-stranded and denatured DNA (<xref ref-type="bibr" rid="B19">19</xref>).</p>
</sec>
<sec id="s2_4">
<title>Statistical analysis</title>
<p>A systematic review and meta-analysis reported that there is a mean difference of DFI of 11% between RPL and fertile control group (<xref ref-type="bibr" rid="B20">20</xref>). Additionally, a recent study from China showed DFI higher than 30% in unexplained RPL group was 42% (<xref ref-type="bibr" rid="B13">13</xref>). By setting power at 90%, alpha error at 5%, the estimated sample size was 796 with 398 in each group. Qualitative variables were described as frequencies (percentages), and quantitative variables were described as the mean &#xb1; standard deviation (SD) if normally distributed and medians (interquartile range, IQR) if not. Pearson&#x2019;s chi-square test and Student&#x2019;s t test were used for parametric comparisons, and the Mann&#x2012;Whitney U test was utilized for nonparametric comparisons. Logistic regression and multivariate regression model were used to examine the association between DFI and RPL. Covariates initially included age, BMI, education, smoking, alcohol consumption, chronic diseases, urogenital infections and varicocele. Restricted cubic spline (RCS) was performed to assess for the dose-response relationships between RPL and DFI. A P value &lt; 0.05 was considered to indicate statistical significance. All statistical analyses were performed using Prism 9.0.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<p>Clinical characteristics of 634 men from infertile couples affected by RPL and 851 men from couples who underwent fertile evaluation are reported in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>. Age and BMI did not show any statistically significant differences between the case and control groups. Lifestyle factors, including smoking and alcohol consumption, were similar between the two groups. No significant differences were observed in educational level, sex frequency, history of chronic diseases and urogenital infections. The duration of infertility (<italic>P</italic> &lt; 0.001) and the prevalence of varicocele (<italic>P</italic> = 0.004) were significantly higher in the case group compared to the control group.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Clinical characteristics in men from the case group and the control group.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="center">Characteristics</th>
<th valign="top" align="center">Total (n=1485)</th>
<th valign="top" align="center">Control (n=851)</th>
<th valign="top" align="center">Case (n=634)</th>
<th valign="top" align="center">
<italic>P</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age, mean &#xb1; s.d.</td>
<td valign="top" align="center">32.2 &#xb1; 5.6</td>
<td valign="top" align="center">32.4 &#xb1; 5.8</td>
<td valign="top" align="center">32.0 &#xb1; 5.4</td>
<td valign="top" align="center">0.29</td>
</tr>
<tr>
<td valign="top" align="left">BMI<xref ref-type="table-fn" rid="fnT1_1">
<sup>a</sup>
</xref>, mean &#xb1; s.d.</td>
<td valign="top" align="center">24.7 &#xb1; 3.4</td>
<td valign="top" align="center">24.7 &#xb1; 3.3</td>
<td valign="top" align="center">24.7 &#xb1; 3.5</td>
<td valign="top" align="center">0.78</td>
</tr>
<tr>
<td valign="top" align="left">Smoking status, n (%)</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">0.13</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Nonsmoker<xref ref-type="table-fn" rid="fnT1_2">
<sup>b</sup>
</xref>
</td>
<td valign="top" align="center">865 (58.2)</td>
<td valign="top" align="center">510 (59.9)</td>
<td valign="top" align="center">355 (56.0)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Smoker</td>
<td valign="top" align="center">620 (41.8)</td>
<td valign="top" align="center">341 (40.1)</td>
<td valign="top" align="center">279 (44.0)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Drinking status, n (%)</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">0.60</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Nondrinker<xref ref-type="table-fn" rid="fnT1_3">
<sup>c</sup>
</xref>
</td>
<td valign="top" align="center">677 (45.6)</td>
<td valign="top" align="center">393 (46.2)</td>
<td valign="top" align="center">284 (44.8)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Drinker</td>
<td valign="top" align="center">808 (54.4)</td>
<td valign="top" align="center">458 (53.8)</td>
<td valign="top" align="center">350 (55.2)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Education, n (%)</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">0.25</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Middle school or lower<xref ref-type="table-fn" rid="fnT1_4">
<sup>d</sup>
</xref>
</td>
<td valign="top" align="center">299 (20.1)</td>
<td valign="top" align="center">162 (19.1)</td>
<td valign="top" align="center">137 (21.6)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;High school</td>
<td valign="top" align="center">253 (17.1)</td>
<td valign="top" align="center">139 (16.3)</td>
<td valign="top" align="center">114 (18.0)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;College/University</td>
<td valign="top" align="center">933 (62.8)</td>
<td valign="top" align="center">550 (64.6)</td>
<td valign="top" align="center">383 (60.4)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Sex frequency (weekly), n (%)</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">0.55</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&lt;1</td>
<td valign="top" align="center">174 (11.7)</td>
<td valign="top" align="center">93 (10.9)</td>
<td valign="top" align="center">81 (12.8)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;1-2</td>
<td valign="top" align="center">973 (65.5)</td>
<td valign="top" align="center">563 (66.2)</td>
<td valign="top" align="center">410 (64.7)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003; &gt;2</td>
<td valign="top" align="center">338 (22.8)</td>
<td valign="top" align="center">195 (22.9)</td>
<td valign="top" align="center">143 (22.5)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Chronic diseases, n (%)<xref ref-type="table-fn" rid="fnT1_5">
<sup>e</sup>
</xref>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">0.27</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;No</td>
<td valign="top" align="center">1309 (88.1)</td>
<td valign="top" align="center">757 (89.0)</td>
<td valign="top" align="center">552 (87.1)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Yes</td>
<td valign="top" align="center">176 (11.9)</td>
<td valign="top" align="center">94 (11.0)</td>
<td valign="top" align="center">82 (12.9)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Duration of infertility (year), n (%)</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">&lt;0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&lt;1</td>
<td valign="top" align="center">742 (50.0)</td>
<td valign="top" align="center">471 (55.4)</td>
<td valign="top" align="center">271 (42.7)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;1-2</td>
<td valign="top" align="center">375 (25.2)</td>
<td valign="top" align="center">207 (24.3)</td>
<td valign="top" align="center">168 (26.5)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&gt;2</td>
<td valign="top" align="center">368 (24.8)</td>
<td valign="top" align="center">173 (20.3)</td>
<td valign="top" align="center">195 (30.8)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Urogenital infections, n (%)<xref ref-type="table-fn" rid="fnT1_6">
<sup>f</sup>
</xref>
</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">0.74</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;No</td>
<td valign="top" align="center">1277 (86.0)</td>
<td valign="top" align="center">734 (86.3)</td>
<td valign="top" align="center">543 (85.7)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Yes</td>
<td valign="top" align="center">208 (14.0)</td>
<td valign="top" align="center">117 (13.7)</td>
<td valign="top" align="center">91 (14.3)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Varicocele, n (%)</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">0.004</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;No</td>
<td valign="top" align="center">1372 (92.4)</td>
<td valign="top" align="center">801 (94.1)</td>
<td valign="top" align="center">571 (90.1)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Yes</td>
<td valign="top" align="center">113 (7.6)</td>
<td valign="top" align="center">50 (5.9)</td>
<td valign="top" align="center">63 (9.9)</td>
<td valign="top" align="center"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>BMI, body mass index; s.d, standard deviation.</p>
</fn>
<fn id="fnT1_1">
<label>a</label>
<p>Calculated as weight in kilograms divided by height in meters squared.</p>
</fn>
<fn id="fnT1_2">
<label>b</label>
<p>included never smoking and no smoking during the past 3 months.</p>
</fn>
<fn id="fnT1_3">
<label>c</label>
<p>included never drinking and no drinking during the past 3 months.</p>
</fn>
<fn id="fnT1_4">
<label>d</label>
<p>included primary school and junior high school.</p>
</fn>
<fn id="fnT1_5">
<label>e</label>
<p>included diabetes, hypertension, and hyperlipidemia.</p>
</fn>
<fn id="fnT1_6">
<label>f</label>
<p>included epididymitis, prostatitis, balanoposthitis, and seminal vesiculitis.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Semen parameters were further compared between two groups. No statistically significant differences in semen volume, sperm concentration, progressive motility, total motility, TMSC, morphology, AsAs, DFI, HDS and leukocytes were found between men in the case group and those in the control group (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). In addition, the proportion of men with abnormal semen parameters did not differ significantly between the two groups. A higher proportion of men with DFI &gt; 30% was observed in the case group compared to the control group (6.3% vs. 5.2%), but this difference did not reach statistical significance. Similarly, the study groups were comparable in terms of sperm kinematics, including VCL, VSL, VAP, BCF, ALH, MAD, LIN, WOB, and STR (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Semen parameters in men from the case group and the control group.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="center">Semen parameters</th>
<th valign="top" align="left">Total (n=1485)</th>
<th valign="top" align="left">Control (n=851)</th>
<th valign="top" align="left">Case (n=634)</th>
<th valign="top" align="left">
<italic>P</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Volume (ml), median (IQR)</td>
<td valign="top" align="left">3.2 (2.3-4.2)</td>
<td valign="top" align="left">3.2 (2.2-4.3)</td>
<td valign="top" align="left">3.1 (2.3-4.1)</td>
<td valign="top" align="left">0.87</td>
</tr>
<tr>
<td valign="top" align="left">&lt; 1.5 ml, n (%)</td>
<td valign="top" align="left">107 (7.2)</td>
<td valign="top" align="left">69 (8.1)</td>
<td valign="top" align="left">38 (6.0)</td>
<td valign="top" align="left">0.12</td>
</tr>
<tr>
<td valign="top" align="left">Concentration (million/ml), median (IQR)</td>
<td valign="top" align="left">68.2 (38.0-120.0)</td>
<td valign="top" align="left">67.7 (37.3-123.2)</td>
<td valign="top" align="left">69.5 (39.6-118.3)</td>
<td valign="top" align="left">0.73</td>
</tr>
<tr>
<td valign="top" align="left">&lt; 15 million/ml, n (%)</td>
<td valign="top" align="left">96 (6.5)</td>
<td valign="top" align="left">53 (6.2)</td>
<td valign="top" align="left">43 (6.8)</td>
<td valign="top" align="left">0.67</td>
</tr>
<tr>
<td valign="top" align="left">Progressive motility (%), median (IQR)</td>
<td valign="top" align="left">40.4 (28.6-52.3)</td>
<td valign="top" align="left">39.4 (27.3-52.0)</td>
<td valign="top" align="left">42.1 (29.8-52.7)</td>
<td valign="top" align="left">0.09</td>
</tr>
<tr>
<td valign="top" align="left">&lt; 32%, n (%)</td>
<td valign="top" align="left">471 (31.7)</td>
<td valign="top" align="left">285 (33.4)</td>
<td valign="top" align="left">186 (29.3)</td>
<td valign="top" align="left">0.09</td>
</tr>
<tr>
<td valign="top" align="left">Total motility (%), median (IQR)</td>
<td valign="top" align="left">45.6 (32.6-58.6)</td>
<td valign="top" align="left">44.5 (31.5-58.5)</td>
<td valign="top" align="left">47.7 (33.6-58.8)</td>
<td valign="top" align="left">0.12</td>
</tr>
<tr>
<td valign="top" align="left">&lt; 40%, n (%)</td>
<td valign="top" align="left">577 (38.9)</td>
<td valign="top" align="left">346 (40.7)</td>
<td valign="top" align="left">231 (36.4)</td>
<td valign="top" align="left">0.10</td>
</tr>
<tr>
<td valign="top" align="left">TMSC (million), median (IQR)</td>
<td valign="top" align="left">94.9 (39.1-204.0)</td>
<td valign="top" align="left">92.0 (36.1-202.4)</td>
<td valign="top" align="left">97.0 (44.5-205.2)</td>
<td valign="top" align="left">0.33</td>
</tr>
<tr>
<td valign="top" align="left">&lt; 9 million, n (%)</td>
<td valign="top" align="left">91 (6.1)</td>
<td valign="top" align="left">53 (6.2)</td>
<td valign="top" align="left">38 (6.0)</td>
<td valign="top" align="left">0.85</td>
</tr>
<tr>
<td valign="top" align="left">Normal morphology (%), median (IQR; n)</td>
<td valign="top" align="left">7.0 (5.0-8.0; 1437)</td>
<td valign="top" align="left">7.0 (5.0-8.0; 826)</td>
<td valign="top" align="left">7.0 (5.0-8.0; 611)</td>
<td valign="top" align="left">0.38</td>
</tr>
<tr>
<td valign="top" align="left">&lt; 4%, n (%)</td>
<td valign="top" align="left">106 (7.4)</td>
<td valign="top" align="left">61 (7.4)</td>
<td valign="top" align="left">45 (7.4)</td>
<td valign="top" align="left">0.99</td>
</tr>
<tr>
<td valign="top" align="left">Leukocytes(&#xd7;10<sup>6</sup>/ml), median (IQR; n)</td>
<td valign="top" align="left">0.08 (0.03-0.29; 873)</td>
<td valign="top" align="left">0.04 (0.01-0.08; 511)</td>
<td valign="top" align="left">0.06 (0.03-0.28; 362)</td>
<td valign="top" align="left">0.17</td>
</tr>
<tr>
<td valign="top" align="left">AsAs (%), median (IQR; n)</td>
<td valign="top" align="left">1.0 (0.0-3.0; 575)</td>
<td valign="top" align="left">1.0 (0.0-3.0; 334)</td>
<td valign="top" align="left">2.0 (0.0-4.0; 241)</td>
<td valign="top" align="left">0.20</td>
</tr>
<tr>
<td valign="top" align="left">DFI (%), median (IQR)</td>
<td valign="top" align="left">11.9 (7.6-17.9)</td>
<td valign="top" align="left">11.9 (7.6-17.8)</td>
<td valign="top" align="left">11.9 (7.7-18.3)</td>
<td valign="top" align="left">0.41</td>
</tr>
<tr>
<td valign="top" align="left">&gt;30%, n (%)</td>
<td valign="top" align="left">84 (5.7)</td>
<td valign="top" align="left">44 (5.2)</td>
<td valign="top" align="left">40 (6.3)</td>
<td valign="top" align="left">0.35</td>
</tr>
<tr>
<td valign="top" align="left">HDS (%), median (IQR)</td>
<td valign="top" align="left">6.6 (4.9-8.8)</td>
<td valign="top" align="left">6.6 (4.8-8.8)</td>
<td valign="top" align="left">6.6 (5.0-8.9)</td>
<td valign="top" align="left">0.34</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>IQR, interquartile range; TMSC, total motile sperm count; AsAs, antisperm antibodies; DFI, DNA fragmentation index; HDS, high DNA stainability.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Sperm kinematics in men from the case group and the control group.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="center">Sperm kinematics</th>
<th valign="top" align="left">Total (n=1485)</th>
<th valign="top" align="left">Control (n=851)</th>
<th valign="top" align="left">Case (n=634)</th>
<th valign="top" align="left">
<italic>P</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">VCL (&#x3bc;m/sec), median (IQR)</td>
<td valign="top" align="left">32.5 (23.3-43.9)</td>
<td valign="top" align="left">32.0 (22.7-43.5)</td>
<td valign="top" align="left">33.3 (24.0-44.7)</td>
<td valign="top" align="left">0.18</td>
</tr>
<tr>
<td valign="top" align="left">VSL (&#x3bc;m/sec), median (IQR)</td>
<td valign="top" align="left">13.7 (9.1-18.5)</td>
<td valign="top" align="left">13.2 (8.8-18.5)</td>
<td valign="top" align="left">14.2 (9.6-18.6)</td>
<td valign="top" align="left">0.19</td>
</tr>
<tr>
<td valign="top" align="left">VAP (&#x3bc;m/sec), median (IQR)</td>
<td valign="top" align="left">17.5 (12.0-23.5)</td>
<td valign="top" align="left">16.9 (11.7-23.4)</td>
<td valign="top" align="left">18.1 (12.6-23.7)</td>
<td valign="top" align="left">0.18</td>
</tr>
<tr>
<td valign="top" align="left">BCF (Hz), median (IQR)</td>
<td valign="top" align="left">8.3 (5.7-11.6)</td>
<td valign="top" align="left">8.0 (5.4-11.6)</td>
<td valign="top" align="left">8.7 (5.9-11.6)</td>
<td valign="top" align="left">0.13</td>
</tr>
<tr>
<td valign="top" align="left">ALH (&#x3bc;m/sec), median (IQR)</td>
<td valign="top" align="left">2.3 (2.0-2.4)</td>
<td valign="top" align="left">2.2 (2.0-2.4)</td>
<td valign="top" align="left">2.3 (2.0-2.5)</td>
<td valign="top" align="left">0.25</td>
</tr>
<tr>
<td valign="top" align="left">MAD (degrees), median (IQR)</td>
<td valign="top" align="left">13.9 (11.1-16.6)</td>
<td valign="top" align="left">13.7 (10.9-16.6)</td>
<td valign="top" align="left">13.9 (11.3-16.7)</td>
<td valign="top" align="left">0.30</td>
</tr>
<tr>
<td valign="top" align="left">LIN, median (IQR)</td>
<td valign="top" align="left">38.7 (32.8-43.9)</td>
<td valign="top" align="left">38.4 (32.5-43.8)</td>
<td valign="top" align="left">39.1 (33.2-44.2)</td>
<td valign="top" align="left">0.26</td>
</tr>
<tr>
<td valign="top" align="left">WOB, median (IQR)</td>
<td valign="top" align="left">50.8 (45.3-55.1)</td>
<td valign="top" align="left">50.6 (45.1-55.0)</td>
<td valign="top" align="left">51.2 (45.5-55.4)</td>
<td valign="top" align="left">0.25</td>
</tr>
<tr>
<td valign="top" align="left">STR, median (IQR)</td>
<td valign="top" align="left">74.8 (64.4-79.4)</td>
<td valign="top" align="left">74.4 (63.9-79.2)</td>
<td valign="top" align="left">75.3 (65.1-79.6)</td>
<td valign="top" align="left">0.14</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>VCL, curvilinear velocity; VSL, straight-line velocity; VAP, average path velocity; BCF, frequency of beat cross; ALH, mean amplitude of lateral head displacement; MAD, mean angular displacement; LIN, linearity coefficient; WOB, wobble coefficient; STR, straightness coefficient.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The association between abnormal semen parameters and the risk of RPL was further investigated using logistic regression analysis (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). No significant associations were observed in either the crude or adjusted models. We further performed multivariate regression models for evaluating the association between sperm DFI and RPL. However, no correlation between DFI and RPL were found (adjusted OR 1.01, 95% CI (1.00-1.03), <italic>P</italic> = 0.09, <xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref>). RCS was performed to assess the dose-response relationships between RPL and continues DFI (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). The DFI was included as a natural cubic spline function, adjusting for age, BMI, education, smoking, drinking, sex frequency, chronic disease, duration of infertility, urogenital infections, varicocele, semen volume, sperm concentration, total motility, progressive motility, TMSC and normal morphology. No significant non-linear relationships were observed between continuous DFI and the risk of RPL.</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Odds ratios (95% confidence intervals) for abnormal semen parameters in men from couples with RPL.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" rowspan="2" align="center">Semen parameters</th>
<th valign="top" colspan="2" align="center">Case</th>
</tr>
<tr>
<th valign="top" align="center">
<italic>OR</italic> (95% CI)</th>
<th valign="top" align="center">
<italic>P</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="top" align="left">Crude</th>
<th valign="top" align="center"/>
<th valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Volume &lt; 1.5 ml</td>
<td valign="top" align="center">0.72 (0.48-1.08)</td>
<td valign="top" align="center">0.12</td>
</tr>
<tr>
<td valign="top" align="left">Concentration &lt; 15 million/ml</td>
<td valign="top" align="center">1.10 (0.72-1.66)</td>
<td valign="top" align="center">0.67</td>
</tr>
<tr>
<td valign="top" align="left">Progressive motility &lt;32%</td>
<td valign="top" align="center">0.82 (0.66-1.03)</td>
<td valign="top" align="center">0.09</td>
</tr>
<tr>
<td valign="top" align="left">Total motility &lt;40%</td>
<td valign="top" align="center">0.84 (0.68-1.03)</td>
<td valign="top" align="center">0.10</td>
</tr>
<tr>
<td valign="top" align="left">TMSC &lt; 9 million</td>
<td valign="top" align="center">0.96 (0.62-1.47)</td>
<td valign="top" align="center">0.85</td>
</tr>
<tr>
<td valign="top" align="left">Normal morphology &lt; 4%</td>
<td valign="top" align="center">1.00 (0.67-1.48)</td>
<td valign="top" align="center">0.99</td>
</tr>
<tr>
<td valign="top" align="left">DFI &gt; 30%</td>
<td valign="top" align="center">1.24 (0.79-1.92)</td>
<td valign="top" align="center">0.35</td>
</tr>
<tr>
<th valign="top" align="left">Adjusted</th>
<th valign="top" align="center"/>
<th valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Volume &lt; 1.5 ml</td>
<td valign="top" align="center">0.75 (0.49-1.13)</td>
<td valign="top" align="center">0.17</td>
</tr>
<tr>
<td valign="top" align="left">Concentration &lt; 15 million/ml</td>
<td valign="top" align="center">1.00 (0.96-1.00)</td>
<td valign="top" align="center">0.99</td>
</tr>
<tr>
<td valign="top" align="left">Progressive motility &lt;32%</td>
<td valign="top" align="center">0.80 (0.64-1.01)</td>
<td valign="top" align="center">0.06</td>
</tr>
<tr>
<td valign="top" align="left">Total motility &lt;40%</td>
<td valign="top" align="center">0.80 (0.64-1.00)</td>
<td valign="top" align="center">0.05</td>
</tr>
<tr>
<td valign="top" align="left">TMSC &lt; 9 million</td>
<td valign="top" align="center">0.89 (0.57-1.38)</td>
<td valign="top" align="center">0.60</td>
</tr>
<tr>
<td valign="top" align="left">Normal morphology &lt; 4%</td>
<td valign="top" align="center">0.91 (0.60-1.38)</td>
<td valign="top" align="center">0.67</td>
</tr>
<tr>
<td valign="top" align="left">DFI &gt; 30%</td>
<td valign="top" align="center">1.24 (0.78-1.95)</td>
<td valign="top" align="center">0.36</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>RPL, recurrent pregnancy loss; TMSC, total motile sperm count; DFI, DNA fragmentation index; OR, odds ratio; CI, confidence interval.</p>
</fn>
<fn>
<p>Adjusted model: adjusted for age, BMI, education, smoking, alcohol consumption, chronic diseases, urogenital infections, and varicocele.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T5" position="float">
<label>Table&#xa0;5</label>
<caption>
<p>Multivariate regression models for the association between sperm DFI and RPL.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" rowspan="2" align="center">DFI</th>
<th valign="top" colspan="2" align="center">RPL</th>
</tr>
<tr>
<th valign="top" align="center">
<italic>OR</italic> (95% CI)</th>
<th valign="top" align="center">
<italic>P</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Crude</td>
<td valign="top" align="center">1.01(1.00-1.02)</td>
<td valign="top" align="center">0.23</td>
</tr>
<tr>
<td valign="top" align="left">Adjusted</td>
<td valign="top" align="center">1.01 (1.00-1.03)</td>
<td valign="top" align="center">0.09</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>DFI, DNA fragmentation index; RPL, recurrent pregnancy loss; OR, odds ratio; CI, confidence interval. Adjusted model: adjusted for age, BMI, education, smoking, alcohol consumption, chronic diseases, urogenital infections, varicocele, semen volume, sperm concentration, total motility, progressive motility, TMSC and normal morphology.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Dose-response curves between DFI and risk of RPL. The DFI was included as a natural cubic spline function, adjusting for age, BMI, education, smoking, drinking, sex frequency, chronic disease, duration of infertility, urogenital infections, varicocele, semen volume, sperm concentration, total motility, progressive motility, TMSC and normal morphology.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-15-1493186-g001.tif"/>
</fig>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>Recent studies have suggested a positive correlation between sperm DFI and abnormal pregnancy history. In this study, a total of 1485 men from couples with RPL and those without RPL was recruited, and semen quality, including sperm DFI was evaluated. However, our results indicated that no significant relationship was observed between sperm DFI and the risk of RPL.</p>
<p>Several clinical characteristics, including lifestyle and medical history, have been associated with RPL. A recent study by Esquerre-Lamare et&#xa0;al. recruited 60 participants (33 men from couples with RPL and 27 men from couples with a history of live birth less than the one year) and assessed environmental and family factors as well as semen parameters (<xref ref-type="bibr" rid="B21">21</xref>). The results showed that the RPL group were more likely to have a higher male BMI and a family history of infertility. They also found no significant differences in andrological histories and clinical examinations (e.g., cryptorchidism, varicoceles, vas deferens, epididymal position) between cases and controls. However, our study showed that the mean BMI of men did not differ between the study groups, which is consistent with several previously published results (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B22">22</xref>). In addition, our study found that men from couples with RPL were more likely to have varicocele compared to men from couples without RPL. This finding is consistent with Busnelli et&#xa0;al., who reported a higher prevalence of varicocele in men with RPL compared to the men without RPL(14.9% vs. 8.0%), although this difference did not reach statistical significance (<xref ref-type="bibr" rid="B23">23</xref>).</p>
<p>Traditional semen analysis provides a quantitative assessment of sperm concentration, motility and morphology (<xref ref-type="bibr" rid="B24">24</xref>). Several studies have shown a trend of low sperm motility and high abnormal sperm morphology in men from couples with RPL (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>). However, similar to our findings, many studies that examined the correlation between routine semen parameters and RPL found no significant correlation (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>). Since normal sperm genetic material is essential for successful fertilization, as well as embryo and fetal development, sperm DNA integrity is considered a key parameter for evaluating clinical pregnancy outcomes. Several meta-analyses have reported that sperm DFI is associated with RPL (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>). However, these meta-analyses may be underpowered due to the limited number of studies and sample sizes included (<xref ref-type="bibr" rid="B20">20</xref>). Results from our study are consistent with Zhang et&#xa0;al. that reported no significant difference in DFI between RPL group and control group (<xref ref-type="bibr" rid="B27">27</xref>). Additionally, the researchers followed up with the participants for one year and observed a trend toward higher DFI in men from couples with subsequent abnormal pregnancy outcomes compared to those from couples with ongoing pregnancies. This suggests that DFI may be a potential semen parameter for predicting future reproductive outcomes.</p>
<p>A cut-off DFI &gt; 30% was reported as a severe DNA fragmentation in several studies (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B32">32</xref>). Consistent with other studies, our study also showed a trend of a higher proportion of sperm DFI &#x2265; 30% in men from the RPL group compared to those from the control group (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B33">33</xref>). Interestingly, the RCS model indicated that when DFI exceeded 30%, the risk of RPL appeared to increase. Damaged DNA in the sperm may cause embryos to fail in their early stages, contributing to pregnancy loss (<xref ref-type="bibr" rid="B34">34</xref>). In addition, sperm DNA contributes to the development of placenta. Fragmented DNA can impair trophoblast development, leading to inadequate placental function, which is a known cause of pregnancy loss (<xref ref-type="bibr" rid="B35">35</xref>). Furthermore, DNA fragmentation may disrupt epigenetic marks in sperm, leading to errors in gene expression regulation during embryogenesis. This can result in developmental abnormalities and increase the risk of miscarriage (<xref ref-type="bibr" rid="B36">36</xref>). These findings suggest that a threshold DFI, rather than continuous DFI, may be more useful for assessing the correlation between DFI and RPL.</p>
<p>This study has several strengths. First, the relatively large sample size provides substantial statistical power. Additionally, our study included potential confounding factors (e.g. lifestyles and medical history) that have been previously reported to be associated with RPL. However, this study has several limitations. First, the study is limited by its retrospective design and potential selection bias. Second, all participants were recruited from couples undergoing fertility evaluation at a single clinic. Third, although several potential confounders were adjusted for, residual confounding and unknown factors could not be ruled out. It is note that the relationship between sperm DNA fragmentation and recurrent pregnancy loss cannot be fully understood without considering female factors. Maternal age, uterine environment, oocyte quality, and immune response all play significant roles in moderating the impact of DFI on pregnancy outcomes. Forth, the SCSA assay cannot measure DNA strand breaks directly. Finally, different cut-off values for DFI may produce biased results.</p>
<p>In conclusion, our study found no significant relationship between sperm DFI and the risk of RPL. Further prospective studies are needed to investigate the impact of DFI on fertility outcomes in couples experiencing RPL.</p>
</sec>
</body>
<back>
<sec id="s5" 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="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>This study was approved by the Ethical Committee of The First Affiliated Hospital of USTC (No. 2023-RE-196). The studies were conducted in accordance with the local legislation and institutional requirements. The ethics committee/institutional review board waived the requirement of written informed consent for participation from the participants or the participants&#x2019; legal guardians/next of kin because this study was a retrospective data analysis, the written informed consent was waived.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>GY: Writing &#x2013; original draft. XD: Writing &#x2013; review &amp; editing. XC: Writing &#x2013; review &amp; editing. HQ: Writing &#x2013; review &amp; editing. JC: Writing &#x2013; review &amp; editing. PW: Writing &#x2013; review &amp; editing. JL: Writing &#x2013; review &amp; editing. SL: Writing &#x2013; review &amp; editing. ZH: Writing &#x2013; review &amp; editing. SB: Writing &#x2013; original draft. XH: Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This study was supported by the National Natural Science Foundation of China (81901543).</p>
</sec>
<sec id="s9" 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="s10" sec-type="disclaimer">
<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>
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