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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Physiol.</journal-id>
<journal-title>Frontiers in Physiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Physiol.</abbrev-journal-title>
<issn pub-type="epub">1664-042X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="publisher-id">1359953</article-id>
<article-id pub-id-type="doi">10.3389/fphys.2024.1359953</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Physiology</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Effects of the menstrual cycle on the performance of female football players. A systematic review</article-title>
<alt-title alt-title-type="left-running-head">Hamed-Hamed et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphys.2024.1359953">10.3389/fphys.2024.1359953</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Hamed-Hamed</surname>
<given-names>Dina</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<uri xlink:href="https://loop.frontiersin.org/people/2307822/overview"/>
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<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gonz&#xe1;lez-Mu&#xf1;oz</surname>
<given-names>Ana</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Cuevas-Cervera</surname>
<given-names>Maria</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2282859/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Perez-Montilla</surname>
<given-names>Jose Javier</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Aguilar-Nu&#xf1;ez</surname>
<given-names>Daniel</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2242998/overview"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Aguilar-Garc&#xed;a</surname>
<given-names>Mar&#xed;a</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Pruimboom</surname>
<given-names>Leo</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/211495/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Navarro-Ledesma</surname>
<given-names>Santiago</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Clinical Medicine and Public Health PhD Program</institution>, <institution>Faculty of Health Sciences</institution>, <institution>University of Granada</institution>, <addr-line>Granada</addr-line>, <country>Spain</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Clinica Ana Gonzalez</institution>, <addr-line>Malaga</addr-line>, <country>Spain</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Nursing and Podiatry</institution>, <institution>Faculty of Health Sciences</institution>, <institution>University of Malaga</institution>, <addr-line>Malaga</addr-line>, <country>Spain</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Biomedicine PhD Program</institution>, <institution>Faculty of Health Sciences</institution>, <institution>University of Granada</institution>, <addr-line>Granada</addr-line>, <country>Spain</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>University Chair in Clinical Psychoneuroimmunology</institution>, <institution>University of Granada and PNI Europe</institution>, <addr-line>Melilla</addr-line>, <country>Spain</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Physical Therapy</institution>, <institution>Faculty of Health Sciences</institution>, <institution>University of Granada</institution>, <addr-line>Melilla</addr-line>, <country>Spain</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/287790/overview">David Morales-Alamo</ext-link>, University of Las Palmas de Gran Canaria, Spain</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1434465/overview">Ana Belen Ortega-Avila</ext-link>, University of Malaga, Spain</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1432062/overview">Gabriel Gijon-Nogueron</ext-link>, University of Malaga, Spain</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/743841/overview">Katia Collomp</ext-link>, Universit&#xe9; d&#x2019;Orl&#xe9;ans, France</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Santiago Navarro-Ledesma, <email>snl@ugr.es</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>04</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1359953</elocation-id>
<history>
<date date-type="received">
<day>10</day>
<month>01</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>03</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Hamed-Hamed, Gonz&#xe1;lez-Mu&#xf1;oz, Cuevas-Cervera, Perez-Montilla, Aguilar-Nu&#xf1;ez, Aguilar-Garc&#xed;a, Pruimboom and Navarro-Ledesma.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Hamed-Hamed, Gonz&#xe1;lez-Mu&#xf1;oz, Cuevas-Cervera, Perez-Montilla, Aguilar-Nu&#xf1;ez, Aguilar-Garc&#xed;a, Pruimboom and Navarro-Ledesma</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>Background:</title>
<p>Women&#x2019;s football has been booming for a few years now, which has led to an increase in the expectation of the players&#x2019; performance, leading to a more detailed study of women&#x2019;s physiology in the field of sports.</p>
</sec>
<sec>
<title>Objectives:</title>
<p>To analyze the scientific evidence on the influence of menstruation on the performance of female footballers, as well as to analyze the methodological quality of the studies included in this review.</p>
</sec>
<sec>
<title>Materials and methods:</title>
<p>The possible hormonal effects of the menstrual cycle phases on the performance of female footballers were analyzed. The databases used to conduct the searches were Pubmed, Scopus, Virtual Health Library, Web of Science, EBSCO and the Cochrane Library. All included studies met the inclusion criteria. The Cochrane risk of bias tool was used. This systematic review protocol was registered at the International Prospective Register of Systematic Reviews (PROSPERO: CRD42023390652).</p>
</sec>
<sec>
<title>Results:</title>
<p>A total of nine clinical trials were included in this review. A low quality of evidence was observed in the studies. Not all the results support the idea that the menstrual cycle phases can alter the performance of female footballers.</p>
</sec>
<sec>
<title>Conclusion:</title>
<p>This systematic review shows that there is a great deal of controversy about the influence of the menstrual cycle phases on the performance of female footballers. Studies are focused on solely biological factors and gender is normally no part of those studies. Further research with larger samples, and taking not only biological but also sociological factors, are necessary to determine the effects of menstruation on the performance of female footballers.</p>
</sec>
</abstract>
<kwd-group>
<kwd>menstrual cycle</kwd>
<kwd>luteal phase</kwd>
<kwd>women football</kwd>
<kwd>follicular phase</kwd>
<kwd>performance</kwd>
<kwd>psychosocial factors</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Exercise Physiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Background</title>
<p>In recent years, women&#x2019;s football has developed exponentially (<xref ref-type="bibr" rid="B33">L&#xf3;pez-Valenciano et al., 2021</xref>). At the European level, the number of women registered as players with the Union of European Football Associations (UEFA) rose from 1.27 million in 2016 to 1.35 million in 2017 (<xref ref-type="bibr" rid="B16">Easter and Perry, 2014</xref>; <xref ref-type="bibr" rid="B2">Alahmad et al., 2020</xref>), with the UEFA financial support tripling and participation rates in recent years up by a third (<xref ref-type="bibr" rid="B43">Randell et al., 2021</xref>). There are currently more than 30 elite national women&#x2019;s football leagues established mainly in the following European countries: Sweden, France, Spain and Germany (<xref ref-type="bibr" rid="B33">L&#xf3;pez-Valenciano et al., 2021</xref>).</p>
<p>The current FIFA President reflected on the growing popularity of women&#x2019;s football around the world and highlighted the clear objective of continuing to support its growth with the following statement: &#x201c;The future of football is women&#x2019;s&#x201d; (<xref ref-type="bibr" rid="B35">Mart&#xed;nez-Lagunas et al., 2014</xref>). Currently, some 29 million women play football, which corresponds to 10% of the total number of footballers worldwide (<xref ref-type="bibr" rid="B35">Mart&#xed;nez-Lagunas et al., 2014</xref>). The number of international competitions has also increased, with athletes having more opportunities to practice this sport (<xref ref-type="bibr" rid="B35">Mart&#xed;nez-Lagunas et al., 2014</xref>).</p>
<p>It was once thought that the physiology of exercise was the same for both sexes, so the recommendations for sports practice in women have been widespread for a decade (<xref ref-type="bibr" rid="B23">Garc&#xed;a-Pinillos et al., 2021</xref>). With women&#x2019;s sport booming, the expectations of female players&#x2019; performance have increased and there has been a need to improve physiological knowledge of exercise in women, thus increasing the need for specific scientific research that can help in their performance (<xref ref-type="bibr" rid="B35">Mart&#xed;nez-Lagunas et al., 2014</xref>; <xref ref-type="bibr" rid="B23">Garc&#xed;a-Pinillos et al., 2021</xref>). Nowadays, players are exposed to a greater amount of training and demand, therefore, it is necessary to understand the physiology of the players in order to design adequate training (<xref ref-type="bibr" rid="B42">Pardos-Mainer et al., 2021</xref>). Physiology is not only influenced by biological factors related with sex; sociological factors &#x2018;creating&#x2019; gender show equal or even more influence on performance than biology (<xref ref-type="bibr" rid="B25">Hallam et al., 2022</xref>). Gender is still a widely neglected factor in all levels of human society and especially in sports. The binary division between men and women has produced many studies with biological bias, neglecting the impact of sociological factors, including social expectations about the way men and women &#x2018;should behave&#x2019; (<xref ref-type="bibr" rid="B26">Hentschel et al., 2019</xref>).</p>
<p>Our systematic review focused on the impact of the menstrual cycle on performance in women football. We predicted to find important effects of different hormones on women performance during the menstrual cycle and chose this topic because of the supposed isolated biological influence of sex hormones in women.</p>
<p>Football in general is a sport that requires motor, technical, tactical and psychological skills, therefore, it is interesting to observe its impact on the musculoskeletal and neuroendocrine systems, and in the case of women, the influence of menstrual cycle hormonal fluctuations on female footballers during their games (<xref ref-type="bibr" rid="B20">Foster et al., 2017</xref>). A soccer match lasts approximately 90&#xa0;min, requiring both aerobic and anaerobic capacities. Professional players typically cover around 10&#xa0;km during a match, engaging in numerous explosive activities such as jumps, sprints, kicks, changes of pace, and direction shifts, utilizing 80%&#x2013;90% of their maximum heart rate (<xref ref-type="bibr" rid="B45">St&#xf8;len et al., 2005</xref>). Therefore, there are studies indicating that the menstrual cycle should be taken into account to optimize the performance of female players (<xref ref-type="bibr" rid="B19">Forsyth et al., 2023</xref>).</p>
<p>There are several studies that link physical activity with menstrual changes, but only a few evaluate the influence of menstrual cycle phases on sports performance (<xref ref-type="bibr" rid="B20">Foster et al., 2017</xref>).</p>
<p>It should be emphasized that the menstrual cycle is perhaps the second most important biological rhythm after the circadian one (<xref ref-type="bibr" rid="B12">Constantini et al., 2005</xref>) and causes large variations in reproductive hormones that could hypothetically influence football performance through the direct effects of these hormones (<xref ref-type="bibr" rid="B43">Randell et al., 2021</xref>). The menstrual cycle starts around 11&#x2013;13 years of age and ends with menopause around the age of 50 (<xref ref-type="bibr" rid="B44">Reilly, 2000</xref>). This cycle is the result of the action of hypothalamic, pituitary and ovarian hormones that cause various changes in the female reproductive system and in many other tissues (<xref ref-type="bibr" rid="B8">Cable and Elliott, 2004</xref>). Although estrogen and progesterone are the main hormones, the effects of other hormones such as testosterone, relaxin, and leptin have also been explored (<xref ref-type="bibr" rid="B12">Constantini et al., 2005</xref>).</p>
<p>The cycle is composed of the hypothalamic-pituitary-ovarian axis, with the secretion of gonadotropin-releasing hormone (GnRH) stimulating the release of follicle-stimulating hormone (FSH) and luteinizing hormone (LH) which signal the ovaries to synthesize estrogen and progesterone (<xref ref-type="bibr" rid="B8">Cable and Elliott, 2004</xref>; <xref ref-type="bibr" rid="B5">Brown et al., 2021</xref>). A normal menstrual cycle lasts about 28 days, and consists of a follicular phase typically lasting 12&#x2013;14 days where estrogen levels are high and progesterone levels are low, an ovulatory phase that lasts 1&#x2013;3 days with a rise in estrogen levels and a luteal phase that lasts 12&#x2013;14 days with high levels of progesterone and medium levels of estrogen (<xref ref-type="bibr" rid="B15">Draper et al., 2018</xref>; <xref ref-type="bibr" rid="B14">Dirk et al., 2020</xref>; <xref ref-type="bibr" rid="B23">Garc&#xed;a-Pinillos et al., 2021</xref>; <xref ref-type="bibr" rid="B41">Paludo et al., 2022</xref>). It has been demonstrated that estrogen can influence the cardiovascular system (including blood pressure, heart rate and rhythm, and vascular flow) as well as substrate metabolism (<xref ref-type="bibr" rid="B12">Constantini et al., 2005</xref>), in practice, elevated estrogen levels are associated with lower blood lactate levels and longer times to exhaustion (<xref ref-type="bibr" rid="B23">Garc&#xed;a-Pinillos et al., 2021</xref>). Estrogen is a trigger for the release of neurotransmitters that attenuates the release of aminobutyric acid, which is a neurotransmitter responsible for reducing muscle tone (<xref ref-type="bibr" rid="B10">Carmichael et al., 2021</xref>). Dehydroepiandrosterone (DHEA), estrogen and testosterone produce an excitatory effect. Variations in testosterone throughout the menstrual cycle produce physiological effects that can alter strength; hence the performance of athletes can be disturbed (<xref ref-type="bibr" rid="B4">Blagrove et al., 2020</xref>). Progesterone is known to have a sympathetic effect, increasing heart rate, body and basal temperatures, and respiration; this effect plays a key role during exercise as it appears to increase perceived exertion and decreases athletic performance, especially in hot and humid environments. (<xref ref-type="bibr" rid="B23">Garc&#xed;a-Pinillos et al., 2021</xref>).</p>
<p>We observed that 15 international rugby players participated in a study on the influence of the menstrual cycle on performance, where 67% of the athletes considered that symptoms related to the menstrual cycle affected their performance, while 33% perceived heavy menstrual bleeding. Two-thirds of the athletes self-medicated to alleviate the symptoms (<xref ref-type="bibr" rid="B18">Findlay et al., 2020</xref>). However, there is still no consensus on the influence of hormonal variations induced by the phases of the menstrual cycle on physical performance and some studies report that no effect occurs (<xref ref-type="bibr" rid="B23">Garc&#xed;a-Pinillos et al., 2021</xref>).</p>
<p>In addition, it has been recognized that the menstrual cycle causes affective, physical and behavioral symptoms that develop during the luteal phase and disappear within a few days of menstruation. Menstruation causes symptoms such as cramps, low back pain and swelling in athletes, which could be directly related to the decrease in performance observed in training during these days (<xref ref-type="bibr" rid="B5">Brown et al., 2021</xref>), which is consistent with the results of another study that found that pain affects performance (<xref ref-type="bibr" rid="B32">Kishali et al., 2006</xref>) with menstrual cramps being associated with increased prostaglandin hormone production (<xref ref-type="bibr" rid="B32">Kishali et al., 2006</xref>).</p>
<p>It has been observed that dysfunctions of the menstrual cycle such as heavy bleeding affect the performance of athletes. Not all women and their cycles are the same, so it is important to take into account the duration of the cycle, bleeding pattern and symptoms individually (<xref ref-type="bibr" rid="B7">Bruinvels et al., 2022</xref>). Additionally, performance is thought to be worse in the early follicular phase because menstrual blood loss is a leading cause of iron deficiency anemia. Iron is an essential component of hemoglobin in red blood cells, which transports oxygen to the muscles. If this is deficient, an athlete cannot effectively utilize her aerobic capacities (<xref ref-type="bibr" rid="B6">Bruinvels et al., 2016</xref>). Much of the published research does not take into account the affectation of the menstrual cycle symptoms in female athletes (<xref ref-type="bibr" rid="B32">Kishali et al., 2006</xref>). Therefore, analyzing the current literature on the influence of menstruation on women&#x2019;s football is of great relevance and interest.</p>
<p>The aim of this review is to analyze the scientific evidence on the influence of menstruation on the performance of female footballers, as well as to analyse the methodological quality of the studies included in this review.</p>
<p>This review formulates the following hypothesis: If during the menstrual cycle players experience significant hormonal fluctuations, these variations could hypothetically influence football performance. This hypothesis is supported by two studies: in one of them, 77% of elite athletes report adverse effects of the menstrual cycle (<xref ref-type="bibr" rid="B34">Martin et al., 2018</xref>), and in the second study, it is suggested that during the mid-luteal phase, when estrogen and progesterone concentrations are high, there is a decrease in performance, in factors such as endurance (<xref ref-type="bibr" rid="B30">Janse de Jonge, 2003</xref>).</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Material and method</title>
<sec id="s2-1">
<title>2.1 Study design</title>
<p>A systematic review, in which clinical studies were included, was carried out following the recommendations of the Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) (<xref ref-type="bibr" rid="B53">Welch et al., 2012</xref>) standard and followed the PICO strategy. The systematic review protocol was registered at the International Prospective Register of Systematic Reviews (PROSPERO: CRD42023390652). The objective of this search was to find scientific evidence on how menstruation affects the performance of female football players.</p>
</sec>
<sec id="s2-2">
<title>2.2 Documentary sources consulted</title>
<p>The following computerized databases were consulted: Pubmed, Cochrane Library, Virtual Health Library, EBSCO, Scopus and Web of Science.</p>
</sec>
<sec id="s2-3">
<title>2.3 Search strategy</title>
<p>To develop the search strategy, keywords extracted from the Medical Subject Headings (MesH) thesaurus were used, namely: &#x201c;Menstrual Cycle&#x201d;, &#x201c;Luteal Phase&#x201d;, &#x201c;Follicular Phase&#x201d; and &#x201c;Athletic Performance&#x201d;. The following terms that were not obtained from the MesH thesaurus were also used: &#x201c;Female Soccer Players&#x201d;, &#x201c;Period&#x201d; and &#x201c;Performance&#x201d;. These terms were combined with the Boolean operators AND and OR. The terms had to appear in the title, abstract and keywords.</p>
<p>The last search was carried out on 02/02/2024.</p>
<p>
<xref ref-type="sec" rid="s11">Supplementary Table S1</xref> shows the search strategies.</p>
</sec>
<sec id="s2-4">
<title>2.4 Inclusion criteria</title>
<p>Clinical trials that discussed the effect of menstruation on female soccer players were included.</p>
</sec>
<sec id="s2-5">
<title>2.5 Exclusion criteria</title>
<p>The studies where players had suffered an injury within a 3-month period before starting the study were excluded.</p>
</sec>
<sec id="s2-6">
<title>2.6 Study selection process</title>
<p>Firstly, using the Rayyan QCRl programme, (<xref ref-type="bibr" rid="B39">Ouzzani et al., 2016</xref>), duplicate studies that were found in the different databases were removed. Next, the study selection process was carried out through a selective reading of the title and abstract. Subsequently, a full-text reading of the articles that apparently met the inclusion criteria took place.</p>
<p>The selection process was carried out on an individual basis.</p>
</sec>
<sec id="s2-7">
<title>2.7 Data extraction</title>
<p>The PICO strategy was used to extract data such as the general characteristics of the studies and their sample (author, year of publication, type of study design and place where the study was conducted, sample size, sample losses, age, sex, height, body mass and professional category of the players), characteristics of the intervention (type of intervention, duration, variable measure, measurement instrument) and the main results of the intervention.</p>
</sec>
<sec id="s2-8">
<title>2.8 Risk of bias measurement tool</title>
<p>The Cochrane Handbook of systematic reviews of interventions was used to assess the risk of bias of the included studies (<xref ref-type="bibr" rid="B27">Higgins and Green, 2011</xref>). This tool assesses seven domains, where each domain is evaluated with three possibilities: &#x201c;High risk&#x201d; (&#x2212;), &#x201c;low risk&#x201d; (&#x2b;) and &#x201c;unclear risk&#x201d; (?). The domains that were used for risk of bias assessment were the following: selection bias, performance bias, detection bias, attrition bias, reporting biases and finally other sources of bias where there was the opportunity to point out unaddressed biases that were considered important.</p>
</sec>
<sec id="s2-9">
<title>2.9 Quality of the evidence</title>
<p>The Grading of Recommendations, Assessments, Development and Evaluation (GRADE) (<xref ref-type="bibr" rid="B1">Aguayo-Albasini et al., 2014</xref>) system was the tool used to assess the quality of the evidence for the results reported by the studies (<xref ref-type="bibr" rid="B37">MENSTRUAL, 2009</xref>; <xref ref-type="bibr" rid="B47">Tsampoukos et al., 2010</xref>; <xref ref-type="bibr" rid="B31">Julian et al., 2017</xref>; <xref ref-type="bibr" rid="B52">Vila, 2017</xref>; <xref ref-type="bibr" rid="B46">Tounsi et al., 2018</xref>; <xref ref-type="bibr" rid="B10">Carmichael et al., 2021</xref>; <xref ref-type="bibr" rid="B38">Nabo et al., 2021</xref>; <xref ref-type="bibr" rid="B9">Campa et al., 2022</xref>; <xref ref-type="bibr" rid="B28">Igonin et al., 2022</xref>). This system defines the quality of the evidence as the level of confidence that we have on the estimation of an effect being adequate to make a recommendation. Assessment of the evidence quality includes risk of bias in the studies, inconsistency, imprecision, publication bias, proxy results and other factors that may influence the quality of the evidence.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>3 Results</title>
<sec id="s3-1">
<title>3.1 Study identification and selection process</title>
<p>In the process of identifying and selecting articles, a total of 317 articles were located in the different computerized databases. After eliminating the duplicates, the title and abstract of 64 studies were read to assess whether the selected articles met the inclusion criteria. A total of 9 articles met these criteria and the full texts were evaluated.</p>
<p>Finally, after fully reading the texts, 9 studies (<xref ref-type="bibr" rid="B37">MENSTRUAL, 2009</xref>; <xref ref-type="bibr" rid="B47">Tsampoukos et al., 2010</xref>; <xref ref-type="bibr" rid="B31">Julian et al., 2017</xref>; <xref ref-type="bibr" rid="B52">Vila, 2017</xref>; <xref ref-type="bibr" rid="B46">Tounsi et al., 2018</xref>; <xref ref-type="bibr" rid="B10">Carmichael et al., 2021</xref>; <xref ref-type="bibr" rid="B38">Nabo et al., 2021</xref>; <xref ref-type="bibr" rid="B9">Campa et al., 2022</xref>; <xref ref-type="bibr" rid="B28">Igonin et al., 2022</xref>) formed part of this systematic review.</p>
<p>The following flow diagram illustrates the study selection process (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Flow diagram illustrating the study selection process.</p>
</caption>
<graphic xlink:href="fphys-15-1359953-g001.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>3.2 General characteristics of the selected studies</title>
<p>The studies included in this systematic review were randomized controlled clinical trials, published between 2009 and 2022 (<xref ref-type="bibr" rid="B37">MENSTRUAL, 2009</xref>; <xref ref-type="bibr" rid="B47">Tsampoukos et al., 2010</xref>; <xref ref-type="bibr" rid="B31">Julian et al., 2017</xref>; <xref ref-type="bibr" rid="B52">Vila, 2017</xref>; <xref ref-type="bibr" rid="B46">Tounsi et al., 2018</xref>; <xref ref-type="bibr" rid="B10">Carmichael et al., 2021</xref>; <xref ref-type="bibr" rid="B38">Nabo et al., 2021</xref>; <xref ref-type="bibr" rid="B9">Campa et al., 2022</xref>; <xref ref-type="bibr" rid="B28">Igonin et al., 2022</xref>). It should be noted that with the exception of one study from 2009 (<xref ref-type="bibr" rid="B31">Julian et al., 2017</xref>) all the others can be considered current as women&#x2019;s sport has only been on the rise for a few years.</p>
<p>Of the 9 studies, 3 were developed in Spain (<xref ref-type="bibr" rid="B37">MENSTRUAL, 2009</xref>; <xref ref-type="bibr" rid="B47">Tsampoukos et al., 2010</xref>; <xref ref-type="bibr" rid="B52">Vila, 2017</xref>), 2 in Germany (<xref ref-type="bibr" rid="B31">Julian et al., 2017</xref>; <xref ref-type="bibr" rid="B10">Carmichael et al., 2021</xref>), 1 in Canada (<xref ref-type="bibr" rid="B46">Tounsi et al., 2018</xref>), 1 in Portugal (<xref ref-type="bibr" rid="B38">Nabo et al., 2021</xref>), 1 in Italy (<xref ref-type="bibr" rid="B9">Campa et al., 2022</xref>) and the remaining in France (<xref ref-type="bibr" rid="B28">Igonin et al., 2022</xref>).</p>
<p>The sum of the initial sample size, consisting of the nine included articles, groups together a total of 256 individuals, while the sum of the final sample, consisting of all the studies, groups together a total of 117 studies. There were no adverse effects in relation to the application of the performance tests. The losses observed in the sample were due to exclusion criteria that had been established before starting the tests and included injured players, players who took the contraceptive pill and others who had irregular periods.</p>
<p>In relation to gender, the entire study population was elite and sub-elite female footballers. Moreover, the age range was quite homogeneous and limited in all the clinical trials, being within the 16&#x2013;30 years of age range.</p>
<p>Below, the characteristics of the studies and the sample as shown in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Characteristics of the included studies.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Author</th>
<th align="left">Year</th>
<th align="left">Country</th>
<th align="left">Sample1</th>
<th align="left">Exclusion criteria</th>
<th align="left">Sample2</th>
<th align="left">Category</th>
<th align="left">Height</th>
<th align="left">Body Mass</th>
<th align="left">Age</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Guijarro E et al. (<xref ref-type="bibr" rid="B37">MENSTRUAL, 2009</xref>)</td>
<td align="left">2009</td>
<td align="left">Spain</td>
<td align="left">N &#x3d; 16</td>
<td align="left">-</td>
<td align="left">N &#x3d; 16</td>
<td align="left">1&#xba;DIV</td>
<td align="left">-</td>
<td align="left">-</td>
<td align="left">22.87</td>
</tr>
<tr>
<td align="left">Villa del Bosque et al. (<xref ref-type="bibr" rid="B52">Vila, 2017</xref>)</td>
<td align="left">2017</td>
<td align="left">Spain</td>
<td align="left">N &#x3d; 19</td>
<td align="left">Injury or indisposition</td>
<td align="left">N &#x3d; 12</td>
<td align="left">2&#xba;DIV</td>
<td align="left">163.00 &#xb1; 0,0436&#xa0;m</td>
<td align="left">57.82 &#xb1; 1.35<font color="#FE0191">&#xa0;</font>kg</td>
<td align="left">19.63 &#xb1; 2.34</td>
</tr>
<tr>
<td align="left">Julian R et al. A (<xref ref-type="bibr" rid="B31">Julian et al., 2017</xref>)</td>
<td align="left">2017</td>
<td align="left">Germany</td>
<td align="left">N &#x3d; 35</td>
<td align="left">Contraceptives, irregular periods, less than 5 years participating in official competitions</td>
<td align="left">N &#x3d; 9</td>
<td align="left">2&#xba; Female League</td>
<td align="left">161.3 &#xb1; 6.6</td>
<td align="left">Follicular phase:59.1 &#xb1; 7.7/Luteal phase:58.8 &#xb1; 7.5</td>
<td align="left">19 &#xb1; 4</td>
</tr>
<tr>
<td align="left">Tounsi M et al. (<xref ref-type="bibr" rid="B46">Tounsi et al., 2018</xref>)</td>
<td align="left">2018</td>
<td align="left">Canada</td>
<td align="left">N &#x3d; 11</td>
<td align="left">-</td>
<td align="left">N &#x3d; 11</td>
<td align="left">High level</td>
<td align="left">1.63 &#xb1; 0.05<font color="#FE0191">&#xa0;</font>m</td>
<td align="left">59.02 &#xb1; 7.59<font color="#FE0191">&#xa0;</font>kg</td>
<td align="left">21.18 &#xb1; 3.15</td>
</tr>
<tr>
<td align="left">Julian R et al. B (<xref ref-type="bibr" rid="B10">Carmichael et al., 2021</xref>)</td>
<td align="left">2020</td>
<td align="left">Germany</td>
<td align="left">N &#x3d; 83</td>
<td align="left">Girls with regular cycle of biological condition, contraceptives, having ovulatory cycles</td>
<td align="left">N &#x3d; 15</td>
<td align="left">1&#xb0; y 2&#xb0; DIV</td>
<td align="left">-</td>
<td align="left">-</td>
<td align="left">-</td>
</tr>
<tr>
<td align="left">Nabo et al. (<xref ref-type="bibr" rid="B38">Nabo et al., 2021</xref>)</td>
<td align="left">2020</td>
<td align="left">Portugal</td>
<td align="left">N &#x3d; 14</td>
<td align="left">-</td>
<td align="left">N &#x3d; 14</td>
<td align="left">1&#xb0; DIV</td>
<td align="left">1.64 &#xb1; 0.06&#xa0;m</td>
<td align="left">59.6 &#xb1; 9.1<font color="#FE0191">&#xa0;</font>kg</td>
<td align="left">24.1 &#xb1; 4.1</td>
</tr>
<tr>
<td align="left">Campo F et al. (<xref ref-type="bibr" rid="B9">Campa et al., 2022</xref>)</td>
<td align="left">2021</td>
<td align="left">Italy</td>
<td align="left">N &#x3d; 20</td>
<td align="left">-</td>
<td align="left">N &#x3d; 20</td>
<td align="left">1&#xb0; DIV</td>
<td align="left">1.63<font color="#FE0191">&#xa0;</font>m</td>
<td align="left">61.4<font color="#FE0191">&#xa0;</font>kg</td>
<td align="left">23.8</td>
</tr>
<tr>
<td align="left">S&#xe1;nchez M et al. (<xref ref-type="bibr" rid="B47">Tsampoukos et al., 2010</xref>)</td>
<td align="left">2021</td>
<td align="left">Spain</td>
<td align="left">N &#x3d; 16</td>
<td align="left">Menstrual cycle variation</td>
<td align="left">N &#x3d; 12</td>
<td align="left">Regional</td>
<td align="left">164.01 &#xb1; 0,0727&#xa0;m</td>
<td align="left">61.90 &#xb1; 6.37<font color="#FE0191">&#xa0;</font>kg</td>
<td align="left">16.18 &#xb1; 1.68</td>
</tr>
<tr>
<td align="left">Igonin P et al. (<xref ref-type="bibr" rid="B28">Igonin et al., 2022</xref>)</td>
<td align="left">2022</td>
<td align="left">France</td>
<td align="left">N &#x3d; 42</td>
<td align="left">Contraceptives, goalkeeper, participants who did not play at least 3 games in each phase of their cycle</td>
<td align="left">N &#x3d; 8</td>
<td align="left">2&#xba;DIV</td>
<td align="left">167.3 &#xb1; 7.2</td>
<td align="left">58.9 &#xb1; 6.3</td>
<td align="left">25.7 &#xb1; 3.3</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<bold>Abbreviations</bold>: DIV: soccer division category, m:meters; kg:kilograms.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-3">
<title>3.3 Risk of bias in the included studies</title>
<p>Regarding the assessment of bias risk in the studies, all articles (<xref ref-type="bibr" rid="B37">MENSTRUAL, 2009</xref>; <xref ref-type="bibr" rid="B47">Tsampoukos et al., 2010</xref>; <xref ref-type="bibr" rid="B31">Julian et al., 2017</xref>; <xref ref-type="bibr" rid="B52">Vila, 2017</xref>; <xref ref-type="bibr" rid="B46">Tounsi et al., 2018</xref>; <xref ref-type="bibr" rid="B10">Carmichael et al., 2021</xref>; <xref ref-type="bibr" rid="B38">Nabo et al., 2021</xref>; <xref ref-type="bibr" rid="B9">Campa et al., 2022</xref>; <xref ref-type="bibr" rid="B28">Igonin et al., 2022</xref>) were at a high risk of bias in at least one field. All studies showed a low risk of bias for incomplete results data and in selective reporting of results.</p>
<p>Moreover, adequate sequence generation and sequence concealment showed a high risk of bias for all studies.</p>
<p>Blinding of participants and staff indicated an unclear risk of bias.</p>
<p>
<xref ref-type="table" rid="T2">Table 2</xref> shows the risk of bias for the articles included. The different colors shown in the table present the methodological quality of the studies: High risk (red), unclear risk (yellow), low risk of bias (green).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Risk of bias.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="left">Guijarro E et al. (<xref ref-type="bibr" rid="B37">MENSTRUAL, 2009</xref>)</th>
<th align="left">Villa del Bosque et al. (<xref ref-type="bibr" rid="B52">Vila, 2017</xref>)</th>
<th align="left">Julian R et al.A (<xref ref-type="bibr" rid="B31">Julian et al., 2017</xref>)</th>
<th align="left">Tounsi M et al. (<xref ref-type="bibr" rid="B46">Tounsi et al., 2018</xref>)</th>
<th align="left">Julian R et al.B (<xref ref-type="bibr" rid="B10">Carmichael et al., 2021</xref>)</th>
<th align="left">Nabo et al. (<xref ref-type="bibr" rid="B38">Nabo et al., 2021</xref>)</th>
<th align="left">Campa F et al. (<xref ref-type="bibr" rid="B9">Campa et al., 2022</xref>)</th>
<th align="left">S&#xe1;nchez M et al. (<xref ref-type="bibr" rid="B47">Tsampoukos et al., 2010</xref>)</th>
<th align="left">Igonin P et al. (<xref ref-type="bibr" rid="B28">Igonin et al., 2022</xref>)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Appropriate sequence generation (selection risk)</td>
<td align="left">&#x2212;</td>
<td align="left">&#x2212;</td>
<td align="left">&#x2212;</td>
<td align="left">&#x2212;</td>
<td align="left">&#x2212;</td>
<td align="left">&#x2212;</td>
<td align="left">&#x2212;</td>
<td align="left">&#x2212;</td>
<td align="left">&#x2212;</td>
</tr>
<tr>
<td align="left">Selection hiding (selection bias)</td>
<td align="left">&#x2212;</td>
<td align="left">&#x2212;</td>
<td align="left">&#x2212;</td>
<td align="left">&#x2212;</td>
<td align="left">&#x2212;</td>
<td align="left">&#x2212;</td>
<td align="left">&#x2212;</td>
<td align="left">&#x2212;</td>
<td align="left">&#x2212;</td>
</tr>
<tr>
<td align="left">Blinding of the participants and staff (implementation bias)</td>
<td align="left">?</td>
<td align="left">?</td>
<td align="left">?</td>
<td align="left">?</td>
<td align="left">?</td>
<td align="left">?</td>
<td align="left">?</td>
<td align="left">?</td>
<td align="left">?</td>
</tr>
<tr>
<td align="left">Blinding of the outcome assessors (detection bias)</td>
<td align="left">?</td>
<td align="left">?</td>
<td align="left">?</td>
<td align="left">?</td>
<td align="left">?</td>
<td align="left">?</td>
<td align="left">?</td>
<td align="left">?</td>
<td align="left">?</td>
</tr>
<tr>
<td align="left">Incomplete results data (attrition bias)</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
</tr>
<tr>
<td align="left">Selective reporting of results (notification bias)</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
</tr>
<tr>
<td align="left">Other sources of bias</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
<td align="left">&#x2b;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Abbreviations: (&#x2b;): Low risk of bias (&#x2212;): High risk of bias (?): Unclear risk of bias.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-4">
<title>3.4 Intervention characteristics</title>
<p>All participants in all studies were characterized by having regular menstruation and not taking birth control pills.</p>
<p>The menstrual cycle controls were carried out in different ways depending on the study. In 5 studies (<xref ref-type="bibr" rid="B37">MENSTRUAL, 2009</xref>; <xref ref-type="bibr" rid="B47">Tsampoukos et al., 2010</xref>; <xref ref-type="bibr" rid="B52">Vila, 2017</xref>; <xref ref-type="bibr" rid="B38">Nabo et al., 2021</xref>; <xref ref-type="bibr" rid="B28">Igonin et al., 2022</xref>) the calendar method was used, where the players wrote down their menstrual cycles, including previous cycles. One study used a menstruation diary (<xref ref-type="bibr" rid="B31">Julian et al., 2017</xref>) where the players recorded the phases of the cycle in which they were. In two other studies hormone levels were measured through blood tests (<xref ref-type="bibr" rid="B46">Tounsi et al., 2018</xref>; <xref ref-type="bibr" rid="B10">Carmichael et al., 2021</xref>) and the remaining study used self-determination (<xref ref-type="bibr" rid="B9">Campa et al., 2022</xref>).</p>
<p>Performance was the variable being studied. In all the studies tests were carried out in the different phases of the menstrual cycle to compare the results and observe if differences were established between each phase. In these studies (<xref ref-type="bibr" rid="B37">MENSTRUAL, 2009</xref>; <xref ref-type="bibr" rid="B47">Tsampoukos et al., 2010</xref>; <xref ref-type="bibr" rid="B46">Tounsi et al., 2018</xref>) a warm-up was performed prior to the tests.<list list-type="simple">
<list-item>
<p>1. In the study by Guijarro et al. (<xref ref-type="bibr" rid="B37">MENSTRUAL, 2009</xref>) the &#x201c;Course Navette&#x201d; test was used to assess physical performance; it consisted of a maximum test where the demands of oxygen consumption are important. In the test a player covers a distance of 20&#xa0;m as many times as possible at a progressive intensity of work. In this study, the perception of effort of each player was measured with the CR-10 effort perception scale.</p>
</list-item>
<list-item>
<p>2. In the Villa del Bosque study (<xref ref-type="bibr" rid="B52">Vila, 2017</xref>) a 30-m speed test using photoelectric cells was used to assess performance.</p>
</list-item>
<list-item>
<p>3. In the study by Julian R et al. A (<xref ref-type="bibr" rid="B31">Julian et al., 2017</xref>) the following tests were used for performance assessment: the YO-YO intermittent endurance test (IET), jumps and sprint 3 &#xd7; 30&#xa0;m.</p>
</list-item>
<list-item>
<p>4. In the study by Tounsi M et al. (<xref ref-type="bibr" rid="B46">Tounsi et al., 2018</xref>) the 5-jump test was used to evaluate the explosive power of lower limbs in soccer players, the sprint-shuttle test consisting of 6 round trip sprints of 40&#xa0;m with changes of direction to assess skill and the YO-YO intermittent recovery test Level 1, which consisted of performing round trips of 2 &#xd7; 20&#xa0;m at increasing speeds.</p>
</list-item>
<list-item>
<p>5. Juli&#xe1;n R et al.B (<xref ref-type="bibr" rid="B10">Carmichael et al., 2021</xref>), assessed performance in matches using a 5&#xa0;Hz (HZ) GPS device that was placed on the players&#x2019; ankles. The players had to play at least 75&#xa0;min in matches in each of the phases of the menstrual cycle.</p>
</list-item>
<list-item>
<p>6. Nabo et al. (<xref ref-type="bibr" rid="B38">Nabo et al., 2021</xref>) used a calibrated treadmill to perform a cardiorespiratory test where the footballer was required to reach fatigue or maximum heart rate. The test was carried out in the presence of a doctor and an emergency team.</p>
</list-item>
<list-item>
<p>7. Campa et al. (<xref ref-type="bibr" rid="B9">Campa et al., 2022</xref>) performed the 20-m sprint and jump test with test assessments being performed on the second day of each early follicular phase and 14 days later when participants were in their ovulatory phase.</p>
</list-item>
<list-item>
<p>8. In the study by S&#xe1;nchez et al. (<xref ref-type="bibr" rid="B47">Tsampoukos et al., 2010</xref>) three tests were performed. The tests were: 1) the 40-m test where the maximum linear speed was determined in two linear sprints of 40&#xa0;m separated by a passive break of 2&#xa0;minutes; the best attempt of the two sprints was selected for analysis, 2) the V-Cut test to determine the change of direction speed, where 2 sprints of 25&#xa0;m were carried out with four changes of direction and 2&#xa0;minutes of passive rest between each sprint, and 3) the horizontal jump test where the monopodal jump, to establish the dominant leg, and the bipodal jump were evaluated.</p>
</list-item>
<list-item>
<p>9. In the article by Igonin et al. (<xref ref-type="bibr" rid="B28">Igonin et al., 2022</xref>) the movements of each woman in competition matches for 3 seasons were recorded to determine if a player&#x2019;s performance was affected by any phase of the menstrual cycle.</p>
</list-item>
</list>
</p>
<p>All these described tests that have been used in the included studies assess the aerobic capacity of female soccer players in the Follicular and Luteal phases of the menstrual cycle, aiming to evaluate whether fatigue and effort increase during any of these phases or if the athlete&#x2019;s recovery time is longer, thereby influencing sports performance.</p>
<p>The duration of the intervention varied from 7 weeks (<xref ref-type="bibr" rid="B52">Vila, 2017</xref>; <xref ref-type="bibr" rid="B9">Campa et al., 2022</xref>), 8 weeks (<xref ref-type="bibr" rid="B31">Julian et al., 2017</xref>), 12 weeks (<xref ref-type="bibr" rid="B47">Tsampoukos et al., 2010</xref>) and 16 weeks (<xref ref-type="bibr" rid="B37">MENSTRUAL, 2009</xref>; <xref ref-type="bibr" rid="B10">Carmichael et al., 2021</xref>) to 156 weeks (<xref ref-type="bibr" rid="B28">Igonin et al., 2022</xref>).</p>
<p>
<xref ref-type="table" rid="T3">Table 3</xref> shows the intervention characteristics in detail.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Intervention characteristics.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Author</th>
<th align="center">Year</th>
<th align="center">Intervention</th>
<th align="center">Intervention duration (weeks)</th>
<th align="center">Menstrual cycle control</th>
<th align="center">Variables</th>
<th align="center">Measuring instrument</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<xref ref-type="bibr" rid="B37">MENSTRUAL (2009)</xref>
</td>
<td align="left">
<sc>2009</sc>
</td>
<td align="left">
<sc>course navette</sc>
</td>
<td align="left">
<sc>16</sc>
</td>
<td align="left">
<sc>calendar</sc>
</td>
<td align="left">
<sc>performance</sc>
</td>
<td align="left">
<sc>measuring tape</sc>
</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B52">Vila (2017)</xref>
</td>
<td align="left">
<sc>2017</sc>
</td>
<td align="left">
<sc>2 sprints max 30&#xa0;m</sc>
</td>
<td align="left">
<sc>7</sc>
</td>
<td align="left">
<sc>calendar</sc>
</td>
<td align="left">
<sc>performance</sc>
</td>
<td align="left">
<sc>photoelectric cells</sc>
</td>
</tr>
<tr>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B31">Julian et al. (2017)</xref>
</td>
<td rowspan="2" align="left">
<sc>2017</sc>
</td>
<td align="left">
<sc>jump, 3 &#xd7; 30&#xa0;M races</sc>
</td>
<td rowspan="2" align="left">
<sc>8</sc>
</td>
<td rowspan="2" align="left">
<sc>menstruation diary</sc>
</td>
<td rowspan="2" align="left">
<sc>performance</sc>
</td>
<td rowspan="2" align="left"/>
</tr>
<tr>
<td align="left">
<sc>YO-YO Intermittent endurance</sc>
</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B46">Tounsi et al. (2018)</xref>
</td>
<td align="left">
<sc>2018</sc>
</td>
<td align="left">
<sc>5 jumps, sprint ability and the YO-YO intermittent recovry test level 1</sc>
</td>
<td align="left"/>
<td align="left">
<sc>serum progesterone levels</sc>
</td>
<td align="left">
<sc>performance</sc>
</td>
<td align="left">
<sc>measuring tape</sc>
</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B10">Carmichael et al. (2021)</xref>
</td>
<td align="left">
<sc>2020</sc>
</td>
<td align="left">
<sc>The average speed for the distance covereds</sc>
</td>
<td align="left">
<sc>16</sc>
</td>
<td align="left">
<sc>Blood and urine analysis and period days logged by mail</sc>
</td>
<td align="left">
<sc>performance</sc>
</td>
<td align="left">
<sc>gps device</sc>
</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B38">Nabo et al. (2021)</xref>
</td>
<td align="left">
<sc>2020</sc>
</td>
<td align="left">
<sc>Maximum cardiorespiratory endurance test</sc>
</td>
<td align="left">
<sc>-</sc>
</td>
<td align="left">
<sc>calendar</sc>
</td>
<td align="left">
<sc>cardiorespiratory performance</sc>
</td>
<td align="left">
<sc>electronic hr monitor</sc>
</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B9">Campa et al. (2022)</xref>
</td>
<td align="left">
<sc>2021</sc>
</td>
<td align="left">
<sc>20&#xa0;M spriint and jump</sc>
</td>
<td align="left">
<sc>7</sc>
</td>
<td align="left">
<sc>self determined</sc>
</td>
<td align="left">
<sc>performance</sc>
</td>
<td align="left">
<sc>shapiro wilk test</sc>
</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B47">Tsampoukos et al. (2010)</xref>
</td>
<td align="left">
<sc>2021</sc>
</td>
<td align="left">
<sc>40&#xa0;m, v-cut and horizontal jump</sc>
</td>
<td align="left">
<sc>12</sc>
</td>
<td align="left">
<sc>calendar</sc>
</td>
<td align="left">
<sc>performance</sc>
</td>
<td align="left">
<sc>hooper scale</sc>
</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B28">Igonin et al. (2022)</xref>
</td>
<td align="left">
<sc>2022</sc>
</td>
<td align="left">
<sc>sprint and Distance Covered</sc>
</td>
<td align="left">
<sc>156</sc>
</td>
<td align="left">
<sc>calendar</sc>
</td>
<td align="left">
<sc>performnace</sc>
</td>
<td align="left">
<sc>inertial measuring unit on the player&#x2019;s ankle</sc>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Abbreviations: MAX: maximum; M:metres, HR:heart rate.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-5">
<title>3.5 Results</title>
<p>This systematic review consists of nine trials, in which there is a great disparity in the results. These results can be divided into 2 main ideas.</p>
<p>In five studies (<xref ref-type="bibr" rid="B47">Tsampoukos et al., 2010</xref>; <xref ref-type="bibr" rid="B52">Vila, 2017</xref>; <xref ref-type="bibr" rid="B46">Tounsi et al., 2018</xref>; <xref ref-type="bibr" rid="B10">Carmichael et al., 2021</xref>; <xref ref-type="bibr" rid="B9">Campa et al., 2022</xref>) no changes were observed in the performance of the soccer players in the different phases of the menstrual cycle.</p>
<p>However, in 4 studies significant changes were found in the performance of female footballers in the phases of the menstrual cycle, although not all studies agreed on the results.</p>
<p>In the cases Guijarro et al. (<xref ref-type="bibr" rid="B52">Vila, 2017</xref>) and Igonin et al. (<xref ref-type="bibr" rid="B28">Igonin et al., 2022</xref>) negative changes were observed in performance in the follicular phase.</p>
<p>The study by Nabo et al. (<xref ref-type="bibr" rid="B38">Nabo et al., 2021</xref>) focuses on an increase in cardiorespiratory performance in the luteal phase compared to the follicular phase of the menstrual cycle, although the authors state that there is still much controversy in the existing literature about the relationship between hormonal changes in the menstrual cycle and physical exercise.</p>
<p>On the other hand, in the study by Juli&#xe1;n R et al. (<xref ref-type="bibr" rid="B31">Julian et al., 2017</xref>) there is a reduction in endurance performance during the luteal phase of the menstrual cycle, however the same findings were not found in other sprint and jump performance tests, so the authors do not think that this change is associated with the menstrual cycle phase.</p>
</sec>
<sec id="s3-6">
<title>3.6 Grade system</title>
<p>The evidence quality in this systematic review is very low. Assessments have relied heavily on the risk of bias of the trials and the imprecision of their results, mainly due to disparity in sample sizes.</p>
<p>For more detailed information, see <xref ref-type="sec" rid="s11">Supplementary Table S5</xref>.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>4 Discussion</title>
<p>This systematic review was carried out with the aim of analyzing whether performance is influenced by any of the phases of the menstrual cycle in female footballers. There is very low-quality evidence in all studies and there is a great deal of controversy in our results.</p>
<p>This review consists of nine controlled clinical trials (<xref ref-type="bibr" rid="B37">MENSTRUAL, 2009</xref>; <xref ref-type="bibr" rid="B47">Tsampoukos et al., 2010</xref>; <xref ref-type="bibr" rid="B31">Julian et al., 2017</xref>; <xref ref-type="bibr" rid="B52">Vila, 2017</xref>; <xref ref-type="bibr" rid="B46">Tounsi et al., 2018</xref>; <xref ref-type="bibr" rid="B10">Carmichael et al., 2021</xref>; <xref ref-type="bibr" rid="B38">Nabo et al., 2021</xref>; <xref ref-type="bibr" rid="B9">Campa et al., 2022</xref>; <xref ref-type="bibr" rid="B28">Igonin et al., 2022</xref>). The results have been organized into two main ideas.</p>
<p>In the studies by Villa del Bosque (<xref ref-type="bibr" rid="B52">Vila, 2017</xref>), Tounsi M et al. (<xref ref-type="bibr" rid="B46">Tounsi et al., 2018</xref>), Julian R et al. B (<xref ref-type="bibr" rid="B10">Carmichael et al., 2021</xref>), Campa F et al. (<xref ref-type="bibr" rid="B9">Campa et al., 2022</xref>) and S&#xe1;nchez M et al. (<xref ref-type="bibr" rid="B47">Tsampoukos et al., 2010</xref>) no differences were found in the performance of female football players between phases of the menstrual cycle. These findings coincide with the results of the study by Vaiksaar et al. (<xref ref-type="bibr" rid="B48">Vaiksaar et al., 2011</xref>) also found no difference in sports training in female rowers in the different phases of the menstrual cycle. On the other hand, another study on elite athletes indicates that the menstrual cycle phases do affect the performance of the players (<xref ref-type="bibr" rid="B10">Carmichael et al., 2021</xref>).</p>
<p>On the other hand, we find the studies of Guijarro et al. (<xref ref-type="bibr" rid="B37">MENSTRUAL, 2009</xref>), Juli&#xe1;n et al. A (<xref ref-type="bibr" rid="B31">Julian et al., 2017</xref>), Nabo et al. (<xref ref-type="bibr" rid="B38">Nabo et al., 2021</xref>) and Igonin et al. (<xref ref-type="bibr" rid="B28">Igonin et al., 2022</xref>) where there were changes in performance in relation to the phases of the menstrual cycle.</p>
<p>In the studies by Guijarro et al. (<xref ref-type="bibr" rid="B37">MENSTRUAL, 2009</xref>) and Igonin et al. (<xref ref-type="bibr" rid="B28">Igonin et al., 2022</xref>) the authors considered that there was a negative effect on movement patterns and performance in the follicular phase compared to the other phases of the menstrual cycle. In the study by Gimenez-Blasi et al. (<xref ref-type="bibr" rid="B24">Gim&#xe9;nez-blasi et al., 2022</xref>) it was stressed that performance can be influenced in the early follicular phase, and can be improved in the other phases of the menstrual cycle. These results are consistent with a meta-analysis published in 2020 (<xref ref-type="bibr" rid="B36">McNulty et al., 2020</xref>).</p>
<p>These effects may be due to the fact that in the follicular phase there is estrogen production, which plays an important role throughout the menstrual cycle, having a neuro-excitatory effect that may involve changes in sports performance (<xref ref-type="bibr" rid="B5">Brown et al., 2021</xref>).</p>
<p>In the study by Nabo et al. (<xref ref-type="bibr" rid="B38">Nabo et al., 2021</xref>) an increase in cardiorespiratory performance in the luteal phase is seen, although no significant changes are found in the other performance tests, so the authors think that these changes were not due to physiological variations caused by the menstrual cycle.</p>
<p>Finally, in the study by Julian R et al. A (<xref ref-type="bibr" rid="B31">Julian et al., 2017</xref>) there is a decrease in endurance performance during the luteal phase compared to the follicular phase of the menstrual cycle. These findings are consistent with the results of a study that recognized that the menstrual cycle causes physical symptoms that develop during the luteal phase and disappear within a few days of menstruation (<xref ref-type="bibr" rid="B5">Brown et al., 2021</xref>).</p>
<p>This could be explained inasmuch as the physiological response to exercise can be influenced by endocrine hormones that are produced in the phase of the menstrual cycle: during the luteal phase there is an increase in progesterone which is associated with a greater degree of effort, which may be related to a decrease in performance (<xref ref-type="bibr" rid="B44">Reilly, 2000</xref>).</p>
<p>The disparity of results given in the 9 included studies is not surprising at all. First, the primary outcome is different in most of the included studies. Sprint performance demands complete other conditions than endurance and overall capacity. Differences between conditions such as endurance, speed, coordination and even decision making are a result of muscle mass, muscle strength, muscle composition, peripheral neural innervation, neuro-muscular connections, tendon and ligament structure, the gut microbiome, collagen quality and central motor system anatomy and functioning, next to others (<xref ref-type="bibr" rid="B22">Furrer et al., 2023</xref>). Estrogens further show neuro-excitatory effects that may involve changes in sports performance (<xref ref-type="bibr" rid="B41">Paludo et al., 2022</xref>).</p>
<p>All these parameters are interconnected but are differently influenced by sex hormones and other signaling substances such as cytokines and neurotransmitters; substances that differ between men and women in both quantity and sensitivity. High levels of estrogens, for instance, are related with increased bone and muscle function, it decreases resistance of tendons and ligaments (<xref ref-type="bibr" rid="B11">Chidi-Ogbolu and Baar, 2019</xref>). The opposite effects of estrogens on muscle and bone on one side and tendons and ligaments on the other side could provide an explanation for the difference of the influence of the menstrual cycle on performance. Another factor that can influence the impact of higher or lower hormone levels and performance female football players is the possible impact of nutrition on hormone level, function and performance. High intake of soy, as food or supplement, affects different parameters related with performance in general and sprint capacity specifically. A recent systematic review found that the use of soy supplements could improve antioxidative capacity, enhance speed and increase speed resistance during repeated bouts of high intensity exercises (<xref ref-type="bibr" rid="B54">Zare et al., 2023</xref>). <xref ref-type="fig" rid="F2">Figure 2</xref> summarizes the menstrual cycle phases and the results of our systematic review.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>An overview of the different menstrual cycle phases and the results of the systematic review.</p>
</caption>
<graphic xlink:href="fphys-15-1359953-g002.tif"/>
</fig>
<p>Note that results are very dispaired and no general recommendations or conclusions can be drawn. Whereas estrogens during the follicular phase tend to decrease overall performance, other studies cited in our review conclude the opposite. The luteal phase, characterized by high progesterone seems to enhance cardiovascular capacity (<xref ref-type="bibr" rid="B38">Nabo et al., 2021</xref>), although the results of another study suggests the opposite (<xref ref-type="bibr" rid="B31">Julian et al., 2017</xref>). As concluded, hormonal influences on performance seem only minor in women playing football. Social factors and gender are probably responsible for the absence of influence and therefore integrative studies combining both biological and social factors are needed desperately. This is also based on the fact that female soccer is booming and support on performance improvement and injury prevention are essential for the further development of female football.</p>
<p>The most common comparison found in the literature when investigating the effects of the menstrual cycle on athlete performance is between the early follicular phase and the luteal phase; this is due to the fact that the hormonal difference is maximum in these two phases (<xref ref-type="bibr" rid="B24">Gim&#xe9;nez-blasi et al., 2022</xref>). The changes in female steroid hormones (estrogen and progesterone), which happen during ovulatory menstrual cycles, have many physiological effects that could influence physical exercise. In the follicular phase estrogen release occurs while in the luteal phase large amounts of estrogen and progesterone are secreted (<xref ref-type="bibr" rid="B29">Janse et al., 2019</xref>). In a study by Brunivels et al. (<xref ref-type="bibr" rid="B6">Bruinvels et al., 2016</xref>), 51% of athletes perceived that the menstrual cycle affected their performance.</p>
<p>The study by Iersel KC et al. reveals that in adolescents there is a strong association between physical and psychological symptoms (<xref ref-type="bibr" rid="B50">van Iersel et al., 2016</xref>), therefore, hormonal changes that affect women psychologically during menstruation can also influence their performance. These psychological changes (low mood, stress, etc.) that occur during menstruation can be a consequence of cortisol hormone release and variations in the level of cytokines, with cytokine IL-6 being the cytokine most studied during exercise. These emotional changes can compromise the physical abilities of the players altering their performance; hence, it can be seen that a good performance requires a good emotional balance (<xref ref-type="bibr" rid="B21">Foster et al., 2019</xref>).</p>
<p>In short, changes during the menstrual cycle may affect exercise performance, and therefore should be taken into account during sports training (<xref ref-type="bibr" rid="B40">Pallavi et al., 2017</xref>). The disparity in the results may be due to the fact that the most optimal tests for assessing the menstrual cycle are not yet established (<xref ref-type="bibr" rid="B40">Pallavi et al., 2017</xref>). We found a systematic review where contradictory results are also obtained (<xref ref-type="bibr" rid="B51">Vescovi and Favero, 2014</xref>).</p>
<p>Several reasons for the ambiguous results between studies included in this systematic review vary from psycho-social factors, via early life exposure to testosterone and, as mentioned earlier, nutritional aspects. Gender differences have long be considered the same as biological differences between men and women. Actually gender and sex are considered two different factors when comparing men and women. The world health association defines sex and biology as follows:</p>
<disp-quote>
<p>&#x201c;The World Health Organisation summarises the difference between sex and gender in the following way: Sex refers to &#x201c;the different biological and physiological characteristics of males and females, such as reproductive organs, chromosomes, hormones, etc.&#x201d;</p>
</disp-quote>
<disp-quote>
<p>Gender refers to &#x201c;the socially constructed characteristics of women and men&#x2014;such as norms, roles and relationships of and between groups of women and men. It varies from society to society and can be changed. The concept of gender includes five important elements: relational, hierarchical, historical, contextual and institutional. While most people are born either male or female, they are taught appropriate norms and behaviours&#x2014;including how they should interact with others of the same or opposite sex within households, communities and work places. When individuals or groups do not &#x201c;fit&#x201d; established gender norms they often face stigma, discriminatory practices or social exclusion&#x2014;all of which adversely affect health&#x201d;.</p>
</disp-quote>
<p>Disparity between results could mean that the biological impact of the menstrual cycle is less great than imagined. Perhaps gender impact is greater than ever thought. Women who engage in top sports are probably highly motivated and focused on success. Women who choose for a more &#x2018;masculine&#x2019; social role show significantly higher testosterone levels than women with higher self-reported femininity (<xref ref-type="bibr" rid="B49">van Anders et al., 2015</xref>). Higher testosterone levels could increase performance in women, although a new study in 2023 (<xref ref-type="bibr" rid="B3">Bezuglov et al., 2023</xref>) does not support this conclusion.</p>
<p>Prenatal testosterone levels could also confound the impact of the different phases of the menstrual cycle on performance. Both the digit-ratio (2D:4D) and the anogenital distance indicate the level of testosterone exposure prenatal and early postnatal in male and female children (<xref ref-type="bibr" rid="B55">Zheng and Cohn, 2011</xref>; <xref ref-type="bibr" rid="B13">Crespi and Evans, 2023</xref>). Lower D2:D4 Digit and lower anogenital distance indicate higher testosterone exposure in early life, and higher early life exposure to testosterone is related with less pain sensitivity and premenstrual symptoms (<xref ref-type="bibr" rid="B13">Crespi and Evans, 2023</xref>) and greater success rate in Olympic sports (<xref ref-type="bibr" rid="B17">Eklund et al., 2020</xref>).</p>
<p>Aerobic and anaerobic performance, both important necessities in football, are differently influenced by hormones and so can theoretically menstrual cycle phases. Two extensive meta-analysis and systematic reviews investigated menstrual cycle of performance in different sports types (<xref ref-type="bibr" rid="B29">Janse et al., 2019</xref>; <xref ref-type="bibr" rid="B18">Findlay et al., 2020</xref>). Both studies conclude that there are only very slight differences in aerobic and anaerobic performance in different menstrual cycle phases. The included studies in both reviews did not produce enough evidence to provide evidence-based recommendations, because of trivial effect, low coherence in study design and low study quality (<xref ref-type="bibr" rid="B29">Janse et al., 2019</xref>; <xref ref-type="bibr" rid="B4">Blagrove et al., 2020</xref>).</p>
<p>Early testosterone exposure, gender role and nutritional factors could overrule or even change the possible impact of sex hormones on performance, although integrative studies that would include all the mentioned factors have to be developed.</p>
<sec id="s4-1">
<title>4.1 Practical application</title>
<p>It is still not clear whether the hormonal changes of menstruation influence the physical performance of female footballers, yet it has been detected that these changes worsen the psychological wellbeing of athletes, which could be related to a decrease in performance although study results are contradictory. Consequently, it would be of great interest to continue doing research on this issue.</p>
</sec>
<sec id="s4-2">
<title>4.2 Study limitations and strengths</title>
<p>Our study was limited by the scarce scientific evidence on the influence of menstruation on the performance of soccer players. The strength of our study is reflected in the disparity of results. Those results show that the biological impact of hormones on performance in female football players is overrated and this itself opens new research windows with less biological bias and more focus on gender as a possible determinant factor in female sports.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s5">
<title>5 Conclusion</title>
<p>This systematic review shows that there is a great deal of controversy on the menstrual cycle phases influencing the performance of female footballers. Although several studies do find impact of menstrual cycle phase on performance, others do not support these findings. As discussed, many factors next to the monthly period, influence performance both directly and indirectly, confounding functional influences of hormonal changes during the menstrual cycle. The disparity should only be interpreted as positive, because it opens up the window for non-biased research on female football players worldwide. Female football is in its booming moment and therefore further studies in this line are needed to suit this moment in the general society and the scientific world.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s11">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Author contributions</title>
<p>DH: Conceptualization, Investigation, Methodology, Writing&#x2013;original draft. AG: Conceptualization, Investigation, Writing&#x2013;original draft. MC: Conceptualization, Methodology, Writing&#x2013;original draft. JP: Investigation, Methodology, Writing&#x2013;original draft. DN: Methodology, Project administration, Writing&#x2013;original draft. MG: Investigation, Methodology, Writing&#x2013;original draft. LP: Supervision, Writing&#x2013;review and editing. SN-L: Conceptualization, Supervision, Validation, Visualization, Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This research has been partially funded by the University Chair in Clinical Psychoneuroimmunology (University of Granada and PNI Europe).</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<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="s10">
<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 id="s11">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphys.2024.1359953/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fphys.2024.1359953/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<sec id="s12">
<title>Abbreviations</title>
<p>DIV: soccer division category; M: Meters; Kg: Kilograms; YO-YO intermittent endurance test (IET); Hz: Hertz; Max: Maximum; HR: Heart Rate.</p>
</sec>
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