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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.2023.1147306</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Endocrinology</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Infertility and cortisol: a systematic review</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Karunyam</surname><given-names>Bheena Vyshali</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Abdul Karim</surname><given-names>Abdul Kadir</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>*</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Naina Mohamed</surname><given-names>Isa</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1293422"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ugusman</surname><given-names>Azizah</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/736294"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mohamed</surname><given-names>Wael M. Y.</given-names>
</name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/173126"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Faizal</surname><given-names>Ahmad Mohd</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/866881"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Abu</surname><given-names>Muhammad Azrai</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1079683"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Kumar</surname><given-names>Jaya</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>*</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/474237"/>
</contrib>
</contrib-group>    <aff id="aff1"><sup>1</sup><institution>Department of Obstetrics and Gynaecology, Faculty of Medicine, Universiti Kebangsaan Malaysia</institution>, <addr-line>Kuala Lumpur</addr-line>, <country>Malaysia</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Pharmacology, Faculty of Medicine, Universiti Kebangsaan Malaysia</institution>, <addr-line>Kuala Lumpur</addr-line>, <country>Malaysia</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Physiology, Faculty of Medicine, Universiti Kebangsaan Malaysia</institution>, <addr-line>Kuala Lumpur</addr-line>, <country>Malaysia</country></aff>
<aff id="aff4"><sup>4</sup><institution>Basic Medical Science Department, Kulliyyah of Medicine, International Islamic University Malaysia</institution>, <addr-line>Kuantan</addr-line>, <country>Malaysia</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Clinical Pharmacology, Faculty of Medicine, Menoufia University</institution>, <addr-line>Shebin El-Kom</addr-line>, <country>Egypt</country></aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Shunfeng Cheng, Qingdao Agricultural University, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Rafeah Pakri Mohamed, UCSI University, Malaysia; Jing-Cai Liu, Nanjing Agricultural University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Jaya Kumar, <email xlink:href="mailto:jayakumar@ukm.edu.my">jayakumar@ukm.edu.my</email>; Abdul Kadir Abdul Karim, <email xlink:href="mailto:abdulkadir73@ppukm.ukm.edu.my">abdulkadir73@ppukm.ukm.edu.my</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>29</day>
<month>06</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1147306</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>01</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>06</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Karunyam, Abdul Karim, Naina Mohamed, Ugusman, Mohamed, Faizal, Abu and Kumar</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Karunyam, Abdul Karim, Naina Mohamed, Ugusman, Mohamed, Faizal, Abu and Kumar</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>Introduction</title>
<p>Stress and infertility form a complex relationship. In line with this, various stress-related biological markers have been investigated in infertility.</p>
</sec>
<sec>
<title>Methods</title>
<p>This systematic review was performed using PRISMA guidelines (i) to report whether cortisol is highly present in infertile patients compared to fertile control; (ii) to report whether there is any significant difference in the cortisol level in infertile subjects that conceive and those that didn&#x2019;t at the end of assisted reproduction treatments. Original articles involving human (male and female) as subjects were extracted from four electronic databases, including the list of references from the published papers. Sixteen original full-length articles involving male (4), female (11), and both genders (1) were included.</p>
</sec>
<sec>
<title>Results</title>
<p>Findings from studies that compared the cortisol level between infertile and fertile subjects indicate that (i) Male: three studies reported elevated cortisol level in infertile patients and one found no significant difference; (ii) Female: four studies reported increased cortisol level in infertile subjects and three studies found no significant difference. Findings from studies that measured the cortisol level from infertile patients that conceived and those that didn&#x2019;t indicate that (i) Male: one study reported no significant difference; (ii) Female: one study reported elevated cortisol in infertile patients that conceived, whereas two studies reported increased cortisol in infertile patients that was unable to conceive. Five studies found no significant difference between the groups.</p>
</sec>
<sec>
<title>Discussion</title>
<p>In the present review we only included the cortisol value that was measured prior to stimulation or IVF treatment or during natural or spontaneous cycles, despite this, there are still variations in the sampling period, assessment techniques and patients&#x2019; characteristics. Hence, at present, we are still unable to conclude that cortisol is significantly elevated in infertile patients. We warrant future studies to standardize the time of biological sample collection and other limitations that were addressed in the review to negate the unwanted influencing factors.</p>
</sec>
</abstract>
<kwd-group>
<kwd>cortisol</kwd>
<kwd>infertility</kwd>
<kwd>subfertility</kwd>
<kwd>HPA</kwd>
<kwd>fertility</kwd>
<kwd>pregnancy</kwd>
<kwd>stress</kwd>
<kwd>sterility</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="15"/>
<equation-count count="0"/>
<ref-count count="78"/>
<page-count count="19"/>
<word-count count="8633"/>
</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">
<label>1</label>
<title>Introduction</title>
<p>Infertility is defined as a disease characterized by failure to conceive after one year or more of regular, unprotected sexual intercourse due to an impaired male or female reproductive system (<xref ref-type="bibr" rid="B1">1</xref>). Infertility can be categorized into primary and secondary. Primary infertility is applicable for a woman that has never been diagnosed with a clinical pregnancy and fulfills the criteria for being classified as infertile, whereas a male who was not able to initiate a pregnancy with his female partner and meets the criteria for having infertility is diagnosed to have primary infertility. A woman that unable to conceive once again after previously being diagnosed with a clinical pregnancy and successfully giving birth is known to have secondary infertility. A similar classification is also applicable to males not being able to initiate pregnancy with their female partners but having done so previously (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>).</p>
<p>Based on data-driven from 195 countries in the span of 17 years (1990 to 2017), the global burden of infertility has been on the rise, with the age-standardized prevalence rate of infertility increased by 0.37% per annum for females, and 0.29% per annum for males (<xref ref-type="bibr" rid="B3">3</xref>). The same study also reported that the age group 35-39 had the highest prevalence rate (<xref ref-type="bibr" rid="B3">3</xref>). A wide range of factors has been associated with male and female infertilities including physical problems, lifestyle issues, genetic makeup, psychological problems, and hormonal disorders due to idiopathic reasons (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>). The impact of stress-induced psychoendocrinological changes on human reproductive function has been heavily studied over the decades (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>), resulting in the discovery of the role of various endogenous hormones including cortisol, catecholamines, vasopressin, gonadotrophins, thyroids, growth hormone, prolactin, and insulin in stress mechanisms (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>). Changes in some of these hormones were reported in infertility (<xref ref-type="bibr" rid="B10">10</xref>&#x2013;<xref ref-type="bibr" rid="B14">14</xref>). This has led to research questions about whether (i) stress hormones are significantly elevated in infertility (i) causal relationship between elevated stress hormones and infertility, (ii) stress hormones as potential markers of infertility-related risk factors, and (iii) stress hormones as markers of ART outcome prediction.</p>
<p>Cortisol, the primary stress hormone released through the activation of the hypothalamus-pituitary-adrenal (HPA) axis was reported to affect human reproductive function through immunosuppression (<xref ref-type="bibr" rid="B15">15</xref>). The effect of cortisol on <italic>in vitro</italic> fertilization (IVF) treatment outcomes was systematically reviewed in the past, and the results were conflicting, with three studies reporting favorable IVF treatment outcomes in the presence of high cortisol levels and five studies reporting low cortisol to positively influence successful outcomes (<xref ref-type="bibr" rid="B16">16</xref>). Different treatment cycles during IVF treatment may directly influence the level of cortisol, for instance, hormonal stimulation and invasive procedures-induced stress as well. In the present review, our main aim is to determine the changes in cortisol levels in both male and female infertility in the absence of interference from assisted reproductive technology (ART) treatment procedures. Therefore, for studies that compared the cortisol level between female infertile subjects that conceived and those that didn&#x2019;t at the end of ART, we only included the cortisol level that was assessed prior to stimulation or induction.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Search strategy</title>
<p>The studies were obtained from four online databases including SCOPUS, Web of Science, PubMed, and Ovid MEDLINE from 1946 until September 2022. The last search was formed on 22<sup>nd</sup> September 2022. The search strategy involved the combination (&#x201c;AND&#x201d;) of the following keywords: 1) corti* (cortisol, corticosteroid) OR hydrocorti* (hydrocortisone) OR glucocorti* (glucocorticoid); 2) infertil* (infertility, infertile) OR subfertil* (subfertility, subfertile). In addition, the references of all retrieved articles were reviewed for relevant citations.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Inclusion criteria</title>
<p>All full-length original research articles published in the English language and using humans (male or female or both) as subjects that investigated cortisol and infertility were included. For studies involving female subjects, only studies that recruited infertile subjects, and their biological specimens taken prior to a stimulated cycle or during unstimulated or spontaneous cycles were included. Among these, only studies that compared the differences in cortisol levels between fertile and infertile groups, and the pregnancy outcomes of the infertile subjects were included.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Exclusion criteria</title>
<p>Case series, case studies, books, reviews, letters to the editors, animal studies, cell culture studies, and conference abstracts were excluded. Human studies that specifically looked into infertile subjects with neurological or psychiatric comorbidities were excluded.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Article selection</title>
<p>The articles retrieved from the four databases were independently reviewed by 2 authors (BVK and JK). Any disagreement in the selection process was resolved through discussion to reach a consensus. In general, the articles were screened through three stages. First, articles that did not meet the inclusion criteria were rejected based on their titles. Second, articles that were irrelevant to infertility and cortisol were eliminated based on the abstracts. Third, the remaining articles&#x2019; methods, and results were carefully reviewed, and the articles that did not meet the inclusion criteria were eliminated. Reasons for exclusion included (i) if it was not clearly mentioned whether the biological samples to measure cortisol level was taken prior to or after the hormonal stimulation during the infertility treatment, (ii) if the participants were not diagnosed with infertility, (iii) for pre- and post-treatment studies, cortisol level was not assessed prior to treatment, (iv) if the&#xa0;infertile subjects were diagnosed with mood disorders, (v) if the biological samples were taken after induced ovulation, (vi) if the&#xa0;subjects have undergone surgical procedures (varicocelectomy), (vii) infertility patients who were at a stage prior to, during, or after their intrauterine insemination or IVF treatment, (viii) if the biological samples were collected after the embryo transfer, (ix) not reporting absolute cortisol levels.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<p>Initially, we identified 10,886 articles from four online databases including Ovid MEDLINE (6,843), SCOPUS (2,021), Web of Science (954), and PubMed (1,068). From this, we identified 280 articles through title screening (Ovid MEDLINE: 63, SCOPUS: 75, Web of Science: 70, and PubMeD: 72). Following the removal of duplicates, we found 143 articles. These articles&#x2019; abstracts, methods, and results were reviewed based on the inclusion criteria, and this was followed by the rejection of 127 articles. In the end, we included 16 full-length original articles involving males (4), females (11), and both genders (1) as subjects in this systematic review (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>A summary of literature search, screening, and selection of studies based on Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guideline.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-14-1147306-g001.tif"/>
</fig>
<sec id="s3_1">
<label>3.1</label>
<title>Study designs and sample characteristics</title>
<p>The study designs that were employed for studies involving male subjects only are case-control prospective studies (<xref ref-type="bibr" rid="B17">17</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>), with a total of 400 subjects involving age-matched, healthy fertile controls and infertile subjects. Only one study stated the average age of the participants, infertile (32.4 &#xb1; 6.7 years) and fertile (32.7 &#xb1; 4.8 to 33.1 &#xb1; 5.4 years) (<xref ref-type="bibr" rid="B17">17</xref>). Three studies provided the age range of the participants, which was, in general, ranging from 25 to 38 years (<xref ref-type="bibr" rid="B18">18</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>) (<xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>). One study recruited 150 subjects from both genders, with their age ranging from 30.9 &#xb1; 4.9 to 35.3 &#xb1; 3.5 years. The study design employed was prospective (<xref ref-type="bibr" rid="B21">21</xref>) (<xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Characteristics of the included studies: Male.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">References</th>
<th valign="top" align="left">Title</th>
<th valign="top" align="left">Study Design</th>
<th valign="top" align="left">Sample size &amp; Age</th>
<th valign="top" align="left">Duration of infertility</th>
<th valign="top" align="left">Inclusion criteria</th>
<th valign="top" align="left">Cause(s) of infertility</th>
<th valign="top" align="left">Methods of cortisol measurement</th>
<th valign="top" align="left">Day, time and types of biological sample collected</th>
<th valign="top" align="left">Methods &amp; Results</th>
<th valign="top" align="left">Conclusion</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B20">20</xref>)</td>
<td valign="top" align="left">Impact of emotional disorders on semen quality in men treated for infertility</td>
<td valign="top" align="left">Case-control prospective study</td>
<td valign="top" align="left">112 men (60 fertile control vs 52 low fertility) [27 -33 years]</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">Men aged between 27-33, BMI 18.5-24.9, non-smokers, no problem drinking, no history of medications, unable to conceive after 12 months of regular unprotected sexual intercourse with fertile female partner.</td>
<td valign="top" align="left">None specified</td>
<td valign="top" align="left">Cortisol level was measured in a standard laboratory.</td>
<td valign="top" align="left">Serum cortisol collected in the morning</td>
<td valign="top" align="left">Mean cortisol level was significantly higher in the low fertility group (165.35 &#xb5;g/dL), compared to the control (130.78 &#xb5;g/dL) (p &lt; 0.001).<break/>Higher Beck Depression Inventory (BDI) was significantly associated with higher cortisol level (r=0.657, p&lt;0.001). Higher State-Trait Anxiety Inventory (STAI-1 and STAI-2) scores were significantly associated with higher cortisol [STAI-1 (r=0.697, p&lt;0.001) STAI-2 (r=0.665, p&lt;0.001)]</td>
<td valign="top" align="left">Anxiety and depression in subfertile males are associated with increased secretion of prolactin and cortisol.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B17">17</xref>)</td>
<td valign="top" align="left">Male Fertility: Endocrine Stress Parameters and Coping</td>
<td valign="top" align="left">Case control prospective study</td>
<td valign="top" align="left">48 men (14 impaired fertility vs 34 fertile) (average age: Group A: 33.1 &#xb1; 5.4, Group B: 32.7 &#xb1; 4.8, Group C: 32.4 &#xb1; 6.7 to years</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">Male patients aged 18 to 45: Group A: normozoospermia, elevated prolactin (&gt;360 IU/L). Group B: normozoospermia, normal prolactin (&lt;360 IU/L) Group C: impaired fertility, azoospermia or oligozoospermia, or cryptozoospermia</td>
<td valign="top" align="left">oligozoospermia, cryptozoospermia or azoospermia</td>
<td valign="top" align="left">Cortisol was assessed using with chemiluminescence immunoassay.</td>
<td valign="top" align="left">Blood; morning</td>
<td valign="top" align="left">The cortisol level in group A (612.9 nmol/L) was significantly higher than Group B (478.1 nmol/L) (p&lt;0.05).<break/>There was no significant difference between group A+B (557.4 &#xb1; 143.4 nmol/L) and group C (580.7&#xb1; 134.1 nmol/L) in cortisol level.<break/>There was no significant difference in depression scores between the groups, based on SVF120 the total of coping strategy was significantly higher in infertile group.</td>
<td valign="top" align="left">No significant change in cortisol was seen in impaired fertility group, however no comparison was made between Group B and C alone.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B18">18</xref>)</td>
<td valign="top" align="left">Mucuna pruriens Reduces Stress and Improves the Quality of Semen in Infertile Men</td>
<td valign="top" align="left">Case-control prospective study</td>
<td valign="top" align="left">120 men (aged 30-38 years old)</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">Men (30&#x2013;38 years); healthy control: had previously initiated at least 1 pregnancy and with normal semen profile; infertile group: attending infertility clinic, of same socioeconomic and ethnic status (Indo Aryan) and BMI (19 to 24 kgm2), not on nutritional supplement or vitamins</td>
<td valign="top" align="left">normozoospermic infertility, Oligozoospermic infertility, asthenozoospermic infertility</td>
<td valign="top" align="left">Serum cortisol levels were assessed by radioimmunoassay</td>
<td valign="top" align="left">Venous blood samples; morning (0800h) and evening (1600h)</td>
<td valign="top" align="left">The morning and evening serum cortisol levels were significantly higher in the infertile groups [morning cortisol ug/dL: normozoospermic (14.1 &#xb1; 3.0; P&lt;0.01), oligozoospermic(21.5 &#xb1; 0.7; P&lt;0.01) and asthenozoospermic(28.0 &#xb1; 1.0; P&lt;0.01)] and [evening cortisol: normozoospermic(10.1 &#xb1; 1.6; P &lt; 0.01), oligozoospermic 13.3 &#xb1; 4.6 (; P&lt; 0.01) and asthenozoospermic (16.8 &#xb1; 1.3; P&lt; 0.01) compared to the healthy control [morning: 10.2 &#xb1; 0.2, evening: 5.0 &#xb1; 0.6]</td>
<td valign="top" align="left">The cortisol level was significantly higher in infertile subjects compared to healthy fertile subjects.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B19">19</xref>)</td>
<td valign="top" align="left">Withania somnifera Improves Semen Quality in Stress-Related Male Fertility</td>
<td valign="top" align="left">120 total- 60 healthy men, normozoospermic infertile men (<xref ref-type="bibr" rid="B20">20</xref>), normozoospermic infertile men under psychological stress (<xref ref-type="bibr" rid="B20">20</xref>),normozoospermic infertile men who were cigarette<break/>smokers (<xref ref-type="bibr" rid="B20">20</xref>) [25-38 years]</td>
<td valign="top" align="left">Case-control Prospective study</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">Men (aged 25-38 years old) - Control: healthy fertile men who had initiated at least 1 pregnancy and has normal sperm count; Men attending infertility treatment divided into (i) normozoospermic infertile men, (ii) normozoospermic infertile men under psychological stress and (iii) normozoospermic infertile men who were cigarette smokers.</td>
<td valign="top" align="left">Normozoospermic infertility; infertility of unknown etiology</td>
<td valign="top" align="left">Serum cortisol was assessed based on method of Foster and Dunn [Foster &amp; Dunn, 1974] (radioimmunoassay)</td>
<td valign="top" align="left">Blood; collected in the morning (0800h) and evening (1600h)</td>
<td valign="top" align="left">The mean serum level in the infertile group was higher than the control group in both morning and evening. The cortisol level in healthy fertile group was 10.84 &#xb1; 1.63 &#xb5;g/dL in the morning and 5.8 &#xb1; 1.33 &#xb5;g/dL in the evening.</td>
<td valign="top" align="left">The cortisol level was significantly higher in infertile subjects compared to healthy fertile subjects.</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Characteristics of the included studies: Male and Female.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">References</th>
<th valign="top" align="left">Title</th>
<th valign="top" align="left">Study Design</th>
<th valign="top" align="left">Sample size &amp; Age</th>
<th valign="top" align="left">Duration of <break/>infertility</th>
<th valign="top" align="left">Inclusion criteria</th>
<th valign="top" align="left">Cause(s) of infertility</th>
<th valign="top" align="left">Methods of cortisol <break/>measurement</th>
<th valign="top" align="left">Day, time and types of <break/>biological sample <break/>collected</th>
<th valign="top" align="left">Methods &amp; Results</th>
<th valign="top" align="left">Conclusion</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B21">21</xref>)</td>
<td valign="top" align="left">Stress in couples undergoing assisted reproductive technology</td>
<td valign="top" align="left">Prospective study</td>
<td valign="top" align="left">150 patients/75 couples (Mean age, female pregnant: 30.9 &#xb1; 4.9, male pregnant: 32.2 &#xb1; 4.1, female not pregnant: 33.9 &#xb1; 3.9, male not pregnant: 35.3 &#xb1; 3.5 years)</td>
<td valign="top" align="left">From 5.5 &#xb1; 3.5 to 5.5 &#xb1; 2.4 years</td>
<td valign="top" align="left">Couples with primary infertility in their first ART treatment cycle, with a BMI of 20.0&#x2013;29.9 kg/m2.</td>
<td valign="top" align="left">Primary infertility, female factor: endometriosis, ovulatory disorders, and poor ovarian reserve, and tubal factor Male factor: based on WHO criteria (2010)</td>
<td valign="top" align="left">Cortisol level was measure using enzyme-linked immunosorbent assay.</td>
<td valign="top" align="left">Saliva; collected at 15, 30, and 60&#xa0;min upon waking up prior to the start of gonadotropins in GnRH antagonist cycle (first day of their ART cycle)</td>
<td valign="top" align="left">There was no significant difference in cortisol levels between different interval upon waking up (15, 30, and 60 mins) in male and female samples. The median value of cortisol level was significantly higher in women who became pregnant than those who did not [24.7 ng/ml (19.9&#x2013;63.1) vs. 20.7 (10.4&#x2013;30.4), respectively]. No significant difference was seen in the cortisol level of male between the two groups.</td>
<td valign="top" align="left">Based on the interval after waking up, the study discovered no statistically significant variation in cortisol levels. However, pregnant women's cortisol levels were higher than those of non-pregnant women, while no such difference was seen in males.</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Studies involving female subjects employed designs such as cross-sectional (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>), prospective cohort (<xref ref-type="bibr" rid="B10">10</xref>), case-control study (<xref ref-type="bibr" rid="B24">24</xref>&#x2013;<xref ref-type="bibr" rid="B26">26</xref>), case-control prospective study (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B27">27</xref>), and prospective study (<xref ref-type="bibr" rid="B28">28</xref>&#x2013;<xref ref-type="bibr" rid="B30">30</xref>). The total number of participants recruited was 1102. In general, ten studies reported the average age of the separate groups of patients recruited, such as fertile control (23.5 &#xb1; 0.4 to 34 &#xb1; 5 years) and infertile group (24.4 &#xb1; 0.3 to 33.4 &#xb1; 2.3 years) and infertile/pregnant (32.75 &#xb1; 5.78 to 36.3 &#xb1; 4.76 years) and infertile/non-pregnant (32.94 &#xb1; 4.04 to 36.35 &#xb1; 3.97 years) (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B29">29</xref>). One study provided the age range of the participants recruited (23-47 years) (<xref ref-type="bibr" rid="B30">30</xref>) (<xref ref-type="table" rid="T3"><bold>Table&#xa0;3</bold></xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Characteristics of the included studies: Female.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">References</th>
<th valign="top" align="left">Title</th>
<th valign="top" align="left">Study Design</th>
<th valign="top" align="left">Sample size &amp; Age</th>
<th valign="top" align="left">Duration of infertility</th>
<th valign="top" align="left">Inclusion criteria</th>
<th valign="top" align="left">Cause(s) of infertility</th>
<th valign="top" align="left">Methods of cortisol measurement</th>
<th valign="top" align="left">Day, time and types of biological sample collected</th>
<th valign="top" align="left">Findings</th>
<th valign="top" align="left">Conclusion/comments</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B22">22</xref>)</td>
<td valign="top" align="left">Endocrine Markers of Fertility Potential in Reproductive Age Women with Idiopathic Hyperprolactinemia (HP)</td>
<td valign="top" align="left">Cross sectional study</td>
<td valign="top" align="left">82: 27 healthy women 23.6 &#xb1; 0.3 years old, 33 patients with endocrine sub fertility with idiopathic HP (24.4 &#xb1; 0.3 years old), and 22 fertile women<break/>with idiopathic HP with mean age of 23.5 &#xb1; 0.4 years old.</td>
<td valign="top" align="left">Not stated</td>
<td valign="top" align="left">Group 0: healthy women who had pregnancy in 2 years back without any gynaecological pathology, without any lactation history<break/>Group 1: Infertility for at least two years of unprotected, timed intercourse, and a stable increase of serum prolactin level.<break/>Group 2: women with pregnancy 2 years back year but serum prolactin level was increased. The diagnosis of HP occurred before pregnancy and a year after child-birth.</td>
<td valign="top" align="left">IdiopathicHyperprolactinemia</td>
<td valign="top" align="left">Serum cortisol was assessed using (&#x201c;Elisas&#x201d;) immunoassay<break/>analyzer &#x201c;Ultra Microplate Reader - Elx808&#x201d;(USA).</td>
<td valign="top" align="left">Serum; from 8 to 9 am, within the early follicular phase (5-7 days of the menstrual cycle).</td>
<td valign="top" align="left">Group 0: 475,27 &#xb1; 140,59<break/>Group 1 503,84 &#xb1; 238,21and<break/>Group 2 700,18 &#xb1; 352,59nm/l.<break/>The cortisol level was higher in the subfertile patients in relation to fertile women in condition of hyperprolactinemia by 37%.</td>
<td valign="top" align="left">Infertility due to idiopathic hyperprolactinemia elevates serum cortisol level. However, we need to take into account the altered prolactin level in this case, which may disrupt the function of HPA axis, hence the level of cortisol. This may not be the case for the other types of infertility.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B27">27</xref>)</td>
<td valign="top" align="left">Intensive hormone monitoring in women with unexplained infertility: evidence for subtle abnormalities suggestive of diminished ovarian reserve</td>
<td valign="top" align="left">Case-control prospective study</td>
<td valign="top" align="left">24 (12 infertile and 12 healthy control) average age of infertile women 33.2 &#xb1; 1.3 years; healthy: 32.8 &#xb1; 1.2</td>
<td valign="top" align="left">4.4 &#xb1; 0.8 years</td>
<td valign="top" align="left">25-40 years old; normal tubal and peritoneal anatomy; 121 ovulatory menstrual cycles from 26 to 32 days; BMI between 18 and 28 (kg/m2&gt;. The male partner had no evidence of male factor infertility.</td>
<td valign="top" align="left">Unexplained infertility</td>
<td valign="top" align="left">Serum cortisol level was measured with ELISA using streptavidin technology as the detection system.</td>
<td valign="top" align="left">blood was taken every other day until the onset of menstruation.</td>
<td valign="top" align="left">No significant differences in the cortisol level between the groups (P = 0.141), nor was the interaction between group and phase (P = 0.72).</td>
<td valign="top" align="left">Unexplained infertility had no significant effect on serum cortisol level.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B10">10</xref>)</td>
<td valign="top" align="left">Interactions of Cortisol and Prolactin with Other Selected Menstrual Cycle Hormones Affecting the Chances of Conception in Infertile Women</td>
<td valign="top" align="left">prospective cohort study.</td>
<td valign="top" align="left">305 (205 infertile [26.7 &#xb1; 1.9 years] and 100 fertile women [26.8 &#xb1; 1.8 years]</td>
<td valign="top" align="left">Not stated</td>
<td valign="top" align="left">primary infertility; first entered for infertility therapy, no prior hormone treatment, patent fallopian tubes; no male factors.</td>
<td valign="top" align="left">Nothing specified</td>
<td valign="top" align="left">On the third day of the cycle cortisol level was assessed using electrochemiluminescence method using the Cobas c6000 analyzer.</td>
<td valign="top" align="left">Serum; obtained in the morning (3<sup>rd</sup> day of the cycle and 7 days after ovulation)</td>
<td valign="top" align="left">Infertile women recorded higher cortisol compared to the control during each phase of the menstrual cycle (p &lt; 0.001)<break/>3<sup>rd</sup> day, control: 138.54, infertile: 157.50 ug/dL<break/>7<sup>th</sup> day after ovulation, control: 143.91, infertile: 216.51 ug/dL.<break/>Cortisol level after ovulation in infertile group was negatively correlated with LH during ovulation, progesterone after ovulation, estradiol during and post-ovulation, follicle size, and endometrial thickness during and post-ovulation (r&lt;0, p&lt;0.05).<break/>17 out of 205 infertile women achieved pregnancy (8.3%).<break/>Women with + HCG test had significantly lower level of cortisol compared to those with -HCG test result (p &lt; 0.001; 3<sup>rd</sup> day of the cycle<break/>113.12 versus 161.62 &#xb5;g/dL; during ovulation 162.24 versus 216.95 &#xb5;g/dL; after ovulation 163.18 versus 221.46 &#xb5;g/dL, respectively).</td>
<td valign="top" align="left">Increased cortisol in infertile women decreased the pre-ovulatory LH peak and estradiol, postovulatory estradiol, affecting the endometrial<break/>growth, and conception chances.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B25">25</xref>)</td>
<td valign="top" align="left">Low 11-deoxycortisol to cortisol conversion reflects extra-adrenal factors in the majority of women with normo-gonadotrophic normo-estrogenic infertility</td>
<td valign="top" align="left">Case-control study</td>
<td valign="top" align="left">49 (clomiphene citrate-resistant infertile=26, obese ovulatory control=11, lean ovulatory control=12). Mean age of infertile subjects 33 &#xb1; 5 (25 &#xb1; 44) obese (34 &#xb1; 5), lean 33 &#xb1; 4</td>
<td valign="top" align="left">Not stated</td>
<td valign="top" align="left">normoestrogenic, normo-gonadotroph, oligomenorrhoeic, witha history of oligomenorrhoea, otherwise healthy and had no endocrine disorders</td>
<td valign="top" align="left">oligomenhorrea</td>
<td valign="top" align="left">Cortisol level was assessed using solid-phase 3H radioimmunoassay</td>
<td valign="top" align="left">Serum;<break/>Collected between 0800 and 0900, after 12&#xa0;h of fasting. Blood collected more than 3 months prior to inclusion in the study.</td>
<td valign="top" align="left">Comparisons of morning cortisol levels indicated similar morning cortisol concentrations (0.47 &#xb1; 0.15, 0.45 &#xb1; 0.16 and 0.47 &#xb1; 0.18 nmol/l) between 3 groups.</td>
<td valign="top" align="left">The authors concluded that extra adrenal factors were involved in infertility syndromes studied.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B23">23</xref>)</td>
<td valign="top" align="left">SIRTI and cortisol in unexplained infertile females; a cross sectional study, in Karachi Pakistan</td>
<td valign="top" align="left">cross sectional study</td>
<td valign="top" align="left">135 infertile cases (31.13 &#xb1; 5.7) and 207 fertile control (31.22 &#xb1; 6.02)</td>
<td valign="top" align="left">Duration of marriage, 8.03 &#xb1; 4.68 for fertile, and 8.47 &#xb1; 5.83 years for infertile groups</td>
<td valign="top" align="left">Infertile: duration of infertility more than two years, subjects aged between 16 and 45 years, from all ethnic backgrounds.<break/>Control: healthy females, aged between 16 and 50 years, with a child less than 5 years of age, from all ethnic groups.</td>
<td valign="top" align="left">Unexplained infertility</td>
<td valign="top" align="left">Serum cortisol was assessed using enzyme linked immunosorbent assay (ELISA) kits.</td>
<td valign="top" align="left">Venous blood; collected from 8 till 9 am</td>
<td valign="top" align="left">The cortisol level in fertile females was 9.98 &#xb1; 1.88 (ug/ml), and infertile group was 15.66 &#xb1; 7.73(ug/ml), which is significantly higher in the infertile group (&lt;0.01).</td>
<td valign="top" align="left">In unexplained infertility cortisol level is significantly elevated.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B24">24</xref>)</td>
<td valign="top" align="left">Hair Cortisol Concentrations as a Biomarker to Predict a Clinical Pregnancy Outcome after an IVF Cycle: A Pilot Feasibility Study</td>
<td valign="top" align="left">Case-control study</td>
<td valign="top" align="left">43 subjects with a mean age of 36.3 &#xb1; 4.36 years [pregnant: 36.3 &#xb1; 4.76, non pregnant: 36.35 &#xb1; 3.97]</td>
<td valign="top" align="left">18.37 ( &#xb1; 8.68) in months</td>
<td valign="top" align="left">BMI of 19&#x2013;30 kg/m2, no prior fertility treatments, undergoing <italic>in vitro</italic> fertilization with intracytoplasmic sperm injection (IVF/ICSI) or <italic>in vitro</italic> fertilization with preimplantation genetic diagnosis (IVF/PGD), with delayed embryo transfer under the (GnRH) antagonist protocol</td>
<td valign="top" align="left">Female factor (46.5%), male factor (37.2%), mixed factor (16.2%)</td>
<td valign="top" align="left">Hair cortisol concentration was measured with a salivary ELISA cortisol kit and expressed in pg/mg</td>
<td valign="top" align="left">Hair sample was collected on T1: 2nd consultation with reproductive endocrinologist prior to first IVF cycle; T2: 12 weeks following post-transfer visit with the study coordinators (T2), days before human chorionic gonadotropin<break/>pregnancy test.</td>
<td valign="top" align="left">For pregnant women HCC at T1 was 364.63 (571.44) [mean (SD)] and non-pregnant women was 181.06 (169.74)<break/>Women with a negative pregnancy test had higher HCC at T2 (181.06 pg/mg vs. 741.06 pg/mg, p &lt; 0.001) but HCC at T2 was not statistically different between pregnant women when compared to non-pregnant women.<break/>There were no statistical differences between HCC at T1 and HCC at T2.<break/>When BMI, time of infertility, number of follicles and age were included in model as covariates, an interaction effect was noticed between HCC at T1 and T2 F (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B31">31</xref>) = 0.71, p = 0.01, and &#x3b7;2&#xa0;=&#xa0;0.16</td>
<td valign="top" align="left">HCC might be a promising biomarker to calculate the probability of pregnancy in women using assisted reproductive technologies.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B28">28</xref>)</td>
<td valign="top" align="left">Pituitary-adrenal and sympathetic nervous system responses to psychiatric disorders in women undergoing <italic>in vitro</italic> fertilization treatment</td>
<td valign="top" align="left">Prospective study.</td>
<td valign="top" align="left">264 (The infertile patient that remained non-pregnant, mean age was 33.4 (3.9). vs Infertile that conceived 33.1 (4.1)</td>
<td valign="top" align="left">7.0 (3.5) years.</td>
<td valign="top" align="left">Women that came for their first cycle of IVF or ICSI treatment, regular menstrual cycles and no hormonal contraceptive use.</td>
<td valign="top" align="left">Male factor, female factors, and explained</td>
<td valign="top" align="left">Cortisol level was measured by radioimmunoassay</td>
<td valign="top" align="left">Blood samples were taken in the luteal phase before treatment (T1) and on the day of oocyte retrieval (T2) between 8:00 and 9:00 AM.</td>
<td valign="top" align="left">There is no significant difference in cortisol levels at T1 between the pregnant and nonpregnant women, but at T2, serum cortisol was lower in the conception cycles (P&lt;.001). Serum cortisol in nonpregnant women on T1 was 238.7 (78.2) (nmol/L).<break/>Follicular cortisol in the nonpregnant group was significantly higher than the pregnant group (P&lt;.001). Serum cortisol on T2 was significantly correlated with the respective follicular values in all patients (P&lt;.001).</td>
<td valign="top" align="left">Cortisol concentration imposes negative influence on pregnancy outcome in infertility treatment.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B29">29</xref>)</td>
<td valign="top" align="left">Prospective study of pregnancy outcome between perceived stress and stress-related hormones</td>
<td valign="top" align="left">Prospective study</td>
<td valign="top" align="left">128 (pregnant vs non-pregnant: Mean age ranging from pregnant: 32.75 &#xb1; 5.28, non-pregnant: 32.94 &#xb1; 4.04)</td>
<td valign="top" align="left">Not stated</td>
<td valign="top" align="left">Women aged 40 and below, undergoing the first IVF cycle, capable of completing anxiety and stress test</td>
<td valign="top" align="left">Primary and secondary</td>
<td valign="top" align="left">Serum cortisol level was measured through enzyme-linked immunosorbent assay.</td>
<td valign="top" align="left">Blood samples were collected at 8:00&#x2013;8:30 on the morning of menstrual cycle day 3</td>
<td valign="top" align="left">No significant difference was found in cortisol, between the pregnant (18.4 ug/L) and nonpregnant (21.4 ug/L) groups. The cortisol level was significantly related to SDS score.</td>
<td valign="top" align="left">The authors found significantly higher level of salivary amylase and angiotensin II compared to cortisol in non- pregnant infertile women than the pregnant ones.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B7">7</xref>)</td>
<td valign="top" align="left">The influence of stress and state anxiety on the outcome of IVF-treatment: Psychological and endocrinological assessment of Swedish women entering IVF-treatment</td>
<td valign="top" align="left">Case-control prospective study</td>
<td valign="top" align="left">44 (22 infertile vs 22 fertile controls) infertile (33.4 &#xb1; 2.3 years) and fertile (33.1 &#xb1; 2.5 years old)</td>
<td valign="top" align="left">infertility treatment for 3.1 &#xb1; 1.6 years and waiting list before treatment was 4.3 &#xb1; 1.5 years</td>
<td valign="top" align="left">Infertile: Primary/secondary infertility, regular menstruation, male partners with normal spermiogram on at least 2 occasions; control: fertile, regular menstruation</td>
<td valign="top" align="left">Tubal infertility</td>
<td valign="top" align="left">Serum cortisol level was assessed using DELFIA fluoroimmunoassay kits</td>
<td valign="top" align="left">Blood samples; collected during a normal natural cycle in the morning between 07.30&#xa0;h and 08.30&#xa0;h, on days 3, 10&#x2013;15 and 19&#x2013;26.</td>
<td valign="top" align="left">There was a significant difference in the serum cortisol (p&gt;0.01) during the entire menstrual cycle.<break/>There was no significant difference in the plasma cortisol measured between 8&#x2013;12 o&#x2019;clock on cycle day 3 between the pregnant and non-pregnant infertile women, and between fertile and infertile women.<break/>No significant correlation was reported between the hormonal measure and Karolinska Scales of Personality variables and total STAI scores.</td>
<td valign="top" align="left">On day 3 of the cycle no significant difference was seen in the cortisol level between the study groups.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B26">26</xref>)</td>
<td valign="top" align="left">Reproductive problems and intensity of anxiety and depression in women treated for infertility</td>
<td valign="top" align="left">Case-control study</td>
<td valign="top" align="left">200 (fertile control 100 and infertile 100) Mean age: infertile: 26.7 &#xb1; 1.9<break/>Years, fertile: 26.8 &#xb1; 1.8</td>
<td valign="top" align="left">Not stated</td>
<td valign="top" align="left">Infertile: Women aged 23&#x2212;30 with infertility<break/>Control: Fertile women with at least two children, and used the mechanical means of contraception during the study.</td>
<td valign="top" align="left">None specified</td>
<td valign="top" align="left">Cortisol level was assessed at Diagnostyka Group authorized laboratory</td>
<td valign="top" align="left">Blood was collected on day of ovulation (without hormonal stimulation)</td>
<td valign="top" align="left">The serum cortisol concentration was higher in infertile women (212 &#x3bc;g/dl and 217 &#x3bc;g/dl on average) than fertile women (141 &#x3bc;g/dl and 144 &#x3bc;g/dl on average). Cortisol also was higher in non-pregnant women (217 &#x3bc;g/dl and 221 &#x3bc;g/dl on average) than pregnant women (162 &#x3bc;g/dl and 163 &#x3bc;g/dl on average).<break/>In infertile women, the cortisol level during and post-ovulation is positively correlated with the severity of trait and state anxiety, symptoms of anxiety and depression.</td>
<td valign="top" align="left">Emotional state of women undergoing IVF treatment is worse than fertile women.</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B30">30</xref>)</td>
<td valign="top" align="left">Psychological and Hormonal Changes in the Course of in Vitro Fertilization</td>
<td valign="top" align="left">Prospective study</td>
<td valign="top" align="left">113</td>
<td valign="top" align="left">Not stated</td>
<td valign="top" align="left">Women (age 23-47), completed elementary education, had been previously treated for infertility for at least 2 years, no history of psychological<break/>or psychiatric disorders.</td>
<td valign="top" align="left">Not stated</td>
<td valign="top" align="left">Cortisol concentration was assessed using the Coat-A-Count and the Double Antibody kits</td>
<td valign="top" align="left">Baseline measures were taken during early follicular phase (days 3-5 of the cycle), in the morning</td>
<td valign="top" align="left">The conceived and non-conceived groups recorded normal range of cortisol level at about 15-17 ~&#xb5;g/dl and remained in this range until the ovum pickup day. On embryo transfer day, a decline in cortisol level was seen in both groups.<break/>In luteal phase on expectation of pregnancy results, the cortisol level was increased to 21-22 &#xb5;g/dl in both groups.<break/>Significance correlation was found between cortisol and prolactin level in phase I, III, and IV of IVF treatment in non-conceiving group.</td>
<td valign="top" align="left">Hormonal and endorphin mediation may play an important role in successful IVF outcome.</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The diagnosis or types of infertility specified were diminished ovarian reserve (<xref ref-type="bibr" rid="B21">21</xref>), ovulatory disturbance (<xref ref-type="bibr" rid="B21">21</xref>), tubal factor (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B21">21</xref>), unexplained (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B27">27</xref>), idiopathic hyperprolactinemia (<xref ref-type="bibr" rid="B22">22</xref>), oligomenorrhea (<xref ref-type="bibr" rid="B25">25</xref>), and endometriosis (<xref ref-type="bibr" rid="B21">21</xref>). Some of the studies reported the types of infertility as female factor, male factor, and mixed (<xref ref-type="bibr" rid="B24">24</xref>), male factor, female factor, and unexplained (<xref ref-type="bibr" rid="B28">28</xref>), primary and secondary (<xref ref-type="bibr" rid="B29">29</xref>), normozoospermic infertility (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>), oligozoospermia (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>), cryptozoospermia (<xref ref-type="bibr" rid="B17">17</xref>), azoospermia infertility (<xref ref-type="bibr" rid="B17">17</xref>), asthenozoospermia infertility (<xref ref-type="bibr" rid="B18">18</xref>), and unknown origin (<xref ref-type="bibr" rid="B19">19</xref>). Whereas some studies did not report the diagnosis or types of infertility involved (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B30">30</xref>) (<xref ref-type="table" rid="T4"><bold>Table&#xa0;4</bold></xref>).</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Types of infertility.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" colspan="17" align="left">Types of infertility</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Diminished ovarian reserve</td>
<td valign="top" align="left">Ovulatory<break/>Disturbance</td>
<td valign="top" align="left">Tubal factor</td>
<td valign="top" align="left">Unexplained</td>
<td valign="top" align="left">Idiopathic<break/>Hyperprolac<break/>tinemia</td>
<td valign="top" align="left">Oligomen<break/>horrea</td>
<td valign="top" align="left">Endomet<break/>riosis</td>
<td valign="top" align="left">Not Stated</td>
<td valign="top" align="left">Normozoo<break/>spermia<break/>infertility</td>
<td valign="top" align="left">Oligozoo<break/>Spermia<break/>inferility</td>
<td valign="top" align="left">Cryptozoo<break/>spermia</td>
<td valign="top" align="left">Azoo<break/>spermia</td>
<td valign="top" align="left">Asthenozoo<break/>spermia</td>
<td valign="top" align="left">Unkown<break/>origin</td>
<td valign="top" align="left">female factor, male factor, mixed</td>
<td valign="top" align="left">male factor, female factor, explained</td>
<td valign="top" align="left">primary/secondary</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B21">21</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B21">21</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B21">21</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B27">27</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B22">22</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B25">25</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B21">21</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B30">30</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B17">17</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B17">17</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B18">18</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B19">19</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B24">24</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B28">28</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B29">29</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In general, the infertile females&#x2019; mean duration of infertility was ranging from 18.37 months to 8.47 &#xb1; 5.83 years. Some studies did not report the duration of infertility (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B17">17</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>). One of the studies reported the subjects&#x2019; duration of the marriage, which was ranging from 8.03 &#xb1; 4.68 to 8.47 &#xb1; 5.83 years (<xref ref-type="bibr" rid="B23">23</xref>). Another study reported the duration of infertility treatment, 3.1 &#xb1; 1.6 years, and the period of waiting before the treatment, 4.3 &#xb1; 1.5 years (<xref ref-type="bibr" rid="B7">7</xref>) (<xref ref-type="table" rid="T5"><bold>Table&#xa0;5</bold></xref>).</p>
<table-wrap id="T5" position="float">
<label>Table&#xa0;5</label>
<caption>
<p>Duration of infertility.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" colspan="2" align="left">Duration of infertility</th>
</tr>
<tr>
<th valign="top" align="left">Stated</th>
<th valign="top" align="left">Not stated</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B7">7</xref>) [infertility treatment: 3.1 &#xb1; 1.6 years, and waiting list before treatment: 4.3 &#xb1; 1.5 years]<break/>(<xref ref-type="bibr" rid="B21">21</xref>) [5.5 &#xb1; 3.5 to 5.5 &#xb1; 2.4 years]<break/>(<xref ref-type="bibr" rid="B23">23</xref>) [duration of marriage: 8.47 &#xb1; 5.83 years]<break/>(<xref ref-type="bibr" rid="B24">24</xref>) [18.37 &#xb1; 8.68 months]<break/>(<xref ref-type="bibr" rid="B27">27</xref>) [4.4 &#xb1; 0.8 years]<break/>(<xref ref-type="bibr" rid="B28">28</xref>) [7.0 (3.5) years]</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B17">17</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Some studies recruited newly diagnosed infertile patients (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B23">23</xref>&#x2013;<xref ref-type="bibr" rid="B25">25</xref>). In some studies, infertile patients have already been exposed to infertility treatment in the past (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B30">30</xref>). Whereas some studies did not report whether the recruited infertile patients were novices or have prior infertility treatment experience (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B25">25</xref>&#x2013;<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B29">29</xref>) (<xref ref-type="table" rid="T6"><bold>Table&#xa0;6</bold></xref>).</p>
<table-wrap id="T6" position="float">
<label>Table&#xa0;6</label>
<caption>
<p>Prior exposure to IVF treatment.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" colspan="3" align="center">Prior exposure to IVF treatment</th>
</tr>
<tr>
<th valign="top" align="left">First time IVF</th>
<th valign="top" align="center">Prior IVF exposure</th>
<th valign="top" align="left">Not stated</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B28">28</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B30">30</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B25">25</xref>&#x2013;<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B29">29</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Cortisol measurement</title>
<p>Various types of biological samples were collected to assess the cortisol level in the study subjects including serum (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B18">18</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B25">25</xref>&#x2013;<xref ref-type="bibr" rid="B29">29</xref>), saliva (<xref ref-type="bibr" rid="B21">21</xref>), and hair (<xref ref-type="bibr" rid="B24">24</xref>). Two studies used blood samples but did not specify whether plasma or serum was used for cortisol assessment (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B30">30</xref>) (<xref ref-type="table" rid="T7"><bold>Table&#xa0;7</bold></xref>).</p>
<table-wrap id="T7" position="float">
<label>Table&#xa0;7</label>
<caption>
<p>Types of biological specimen collected.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" colspan="4" align="center">Types of biological sample collected</th>
</tr>
<tr>
<th valign="top" align="left">Blood</th>
<th valign="top" align="left">Serum</th>
<th valign="top" align="center">Hair</th>
<th valign="top" align="center">Saliva</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B30">30</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B18">18</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B27">27</xref>&#x2013;<xref ref-type="bibr" rid="B29">29</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B24">24</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B21">21</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Some studies collected the biological specimens in the morning only (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B17">17</xref>&#x2013;<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>), around 0730-0900, upon waking up, and some studies collected samples on multiple time points, such as 15, 30, and 60 minutes after waking up (<xref ref-type="bibr" rid="B21">21</xref>). Two studies collected the biological specimens in both morning and evening (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>). Whereas some studies did not report the time of biological specimen collection (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>) (<xref ref-type="table" rid="T8"><bold>Table&#xa0;8</bold></xref>).</p>
<table-wrap id="T8" position="float">
<label>Table&#xa0;8</label>
<caption>
<p>Time of biological specimen collection.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" colspan="3" align="left">Biological specimen collection (time)</th>
</tr>
<tr>
<th valign="top" align="left">Not stated</th>
<th valign="top" align="left">Morning</th>
<th valign="top" align="left">Evening</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B7">7</xref>) [0730-0830]<break/>(<xref ref-type="bibr" rid="B10">10</xref>)<break/>(<xref ref-type="bibr" rid="B17">17</xref>)<break/>(<xref ref-type="bibr" rid="B18">18</xref>) [0800]<break/>(<xref ref-type="bibr" rid="B19">19</xref>) [0800]<break/>(<xref ref-type="bibr" rid="B20">20</xref>)<break/>(<xref ref-type="bibr" rid="B21">21</xref>) [15, 30, 60 mins after waking up]<break/>(<xref ref-type="bibr" rid="B22">22</xref>) [0800-0900]<break/>(<xref ref-type="bibr" rid="B23">23</xref>) [0800-0900]<break/>(<xref ref-type="bibr" rid="B25">25</xref>) [0800-0900]<break/>(<xref ref-type="bibr" rid="B28">28</xref>) [0800-0900]<break/>(<xref ref-type="bibr" rid="B29">29</xref>) [0800-0830]<break/>(<xref ref-type="bibr" rid="B30">30</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B18">18</xref>) [1600]<break/>(<xref ref-type="bibr" rid="B19">19</xref>) [1600]</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The results of cortisol levels were reported in numerous units due to differences in the measuring techniques. Some have reported their results in &#xb5;g/dL (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B18">18</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>), nmol/L (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B28">28</xref>), ng/mL (<xref ref-type="bibr" rid="B21">21</xref>), g/dL (<xref ref-type="bibr" rid="B30">30</xref>), &#xb5;g/mL (<xref ref-type="bibr" rid="B23">23</xref>), &#xb5;g/L (<xref ref-type="bibr" rid="B29">29</xref>), &#xb5;mol/L (<xref ref-type="bibr" rid="B25">25</xref>), pg/mg (<xref ref-type="bibr" rid="B24">24</xref>), and nm/L (<xref ref-type="bibr" rid="B22">22</xref>) (<xref ref-type="table" rid="T9"><bold>Table&#xa0;9</bold></xref>).</p>
<table-wrap id="T9" position="float">
<label>Table&#xa0;9</label>
<caption>
<p>Unit of cortisol concentration.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" colspan="9" align="center">Cortisol concentration (unit)</th>
</tr>
<tr>
<th valign="top" align="left">&#xb5;g/dL</th>
<th valign="top" align="center">nmol/L</th>
<th valign="top" align="center">ng/ml</th>
<th valign="top" align="center">g/dL</th>
<th valign="top" align="center">&#xb5;g/ml</th>
<th valign="top" align="center">&#xb5;g/L</th>
<th valign="top" align="center">&#xb5;mol/L</th>
<th valign="top" align="center">pg/mg</th>
<th valign="top" align="center">nm/L</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B28">28</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B21">21</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B30">30</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B23">23</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B29">29</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B25">25</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B24">24</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B22">22</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Techniques employed in the studies to measure the cortisol level were chemiluminescence immunoassay (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B17">17</xref>), radioimmunoassay (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B30">30</xref>), enzyme-linked immunosorbent assay (ELISA) (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B27">27</xref>), liquid chromatography-mass chromatography (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B29">29</xref>), and dissociation-enhanced lanthanide fluoroimmunoassay (DELFIA) (<xref ref-type="bibr" rid="B7">7</xref>). Two studies did not specify the techniques (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B26">26</xref>) (<xref ref-type="table" rid="T10"><bold>Table&#xa0;10</bold></xref>).</p>
<table-wrap id="T10" position="float">
<label>Table&#xa0;10</label>
<caption>
<p>Cortisol measurement technique.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" colspan="6" align="center">Cortisol measurement (technique)</th>
</tr>
<tr>
<th valign="top" align="left">Not stated</th>
<th valign="top" align="left">Chemiluminescence<break/>Immunoassay</th>
<th valign="top" align="center">Radioimmunoassay</th>
<th valign="top" align="left">ELISA</th>
<th valign="top" align="center">LC-MS</th>
<th valign="top" align="left">DELFIA<break/>fluoroimmunoassay</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B26">26</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B17">17</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B30">30</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B21">21</xref>&#x2013;<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B27">27</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B29">29</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B7">7</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Some studies specified the time of female biological specimen collection as early follicular phase or luteal phase or ovulation phase or prior to the stimulation day (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B26">26</xref>&#x2013;<xref ref-type="bibr" rid="B30">30</xref>). Some reported the specimens were taken during the time of recruitment or while on the waiting list for treatment or prior to the beginning of treatment (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B23">23</xref>&#x2013;<xref ref-type="bibr" rid="B25">25</xref>) (<xref ref-type="table" rid="T11"><bold>Table&#xa0;11</bold></xref>).</p>
<table-wrap id="T11" position="float">
<label>Table&#xa0;11</label>
<caption>
<p>Day of biological specimen collection.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" colspan="2" align="center">Day of biological specimen collection [female subjects]</th>
</tr>
<tr>
<th valign="top" align="left">Early/mid follicular phase/luteal/ovulatory phase</th>
<th valign="top" align="left">Prior to the study</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B7">7</xref>) [on day 3 of normal natural cycle]<break/>(<xref ref-type="bibr" rid="B22">22</xref>) [within<break/>the early follicular phase, 5-7 days of menstrual cycle]<break/>(<xref ref-type="bibr" rid="B26">26</xref>) [On the day of ovulation]<break/>(<xref ref-type="bibr" rid="B27">27</xref>) [every other day until onset of menstruation]<break/>Wdowiak et&#xa0;al., 2020 [3<sup>rd</sup> day of cycle and 7<sup>th</sup> day after ovulation]<break/>(<xref ref-type="bibr" rid="B28">28</xref>) [luteal phase before treatment]<break/>(<xref ref-type="bibr" rid="B29">29</xref>) [Day 3 of menses]<break/>(<xref ref-type="bibr" rid="B30">30</xref>) [Day 4-5]</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B21">21</xref>) [1<sup>st</sup> day of ART cycle prior to hormonal stimulation]<break/>(<xref ref-type="bibr" rid="B23">23</xref>) [Blood withdrawn at the time of recruitment]<break/>(<xref ref-type="bibr" rid="B24">24</xref>)<break/>(<xref ref-type="bibr" rid="B25">25</xref>) [3 months prior to the study]</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Cortisol levels in infertility: male and both genders</title>
<p>A study that assessed the cortisol levels in both male and female patients found no significant difference in the levels of cortisol among males with conceived and non-conceived female partners following the IVF treatment (<xref ref-type="bibr" rid="B21">21</xref>) (<xref ref-type="table" rid="T12"><bold>Table&#xa0;12</bold></xref>). Four studies evaluated the cortisol levels in infertile male patients only. Among these, three studies reported elevated cortisol levels among infertile males compared to healthy controls (<xref ref-type="bibr" rid="B18">18</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>). One study found no significant difference between infertile and healthy controls (<xref ref-type="bibr" rid="B17">17</xref>) (<xref ref-type="table" rid="T13"><bold>Table&#xa0;13</bold></xref>).</p>
<table-wrap id="T12" position="float">
<label>Table&#xa0;12</label>
<caption>
<p>Cortisol level in male infertile patients (Infertile/pregnant vs infertile/non-pregnant).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" colspan="3" align="center">Infertile/pregnant vs Infertile/non-pregnant (Male cortisol level)</th>
</tr>
<tr>
<th valign="top" align="left">Infertile/pregnant &gt; infertile/non-pregnant</th>
<th valign="top" align="left">Infertile/pregnant &lt; infertile/non-pregnant</th>
<th valign="top" align="left">No significant difference</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B21">21</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T13" position="float">
<label>Table&#xa0;13</label>
<caption>
<p>Cortisol level in male infertile patients (Infertile vs fertile).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" colspan="3" align="center">Infertile vs fertile (Male cortisol level)</th>
</tr>
<tr>
<th valign="top" align="left">Infertile &gt; fertile</th>
<th valign="top" align="left">Fertile &gt; infertile</th>
<th valign="top" align="left">No significant difference</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B18">18</xref>)<break/>(<xref ref-type="bibr" rid="B19">19</xref>)<break/>(<xref ref-type="bibr" rid="B20">20</xref>)</td>
<td valign="top" align="left"/>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B17">17</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Cortisol levels in infertility: female</title>
<p>Among the studies that recruited female subjects, seven studies compared the cortisol levels between the infertile and fertile female subjects. Out of these, four studies reported elevated cortisol levels in infertile female subjects compared to the fertile group (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B26">26</xref>). Three studies found no significant difference in the cortisol levels between the fertile and infertile subjects (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B27">27</xref>) (<xref ref-type="table" rid="T14"><bold>Table&#xa0;14</bold></xref>). Nine studies measured the cortisol levels prior to treatment or stimulation in infertile subjects that conceived at the end of IVF treatment and those that did not. Two studies reported elevated cortisol levels in infertile female subjects that could not conceive following IVF compared to those who could (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B26">26</xref>). However, five studies found no significant difference in the cortisol levels between the conceived, infertile female subjects and those did not (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B28">28</xref>&#x2013;<xref ref-type="bibr" rid="B30">30</xref>). In contrast, one study reported that the median value of cortisol was higher among females that conceived compared to those who did not (<xref ref-type="bibr" rid="B21">21</xref>) (<xref ref-type="table" rid="T15"><bold>Table&#xa0;15</bold></xref>).</p>
<table-wrap id="T14" position="float">
<label>Table&#xa0;14</label>
<caption>
<p>Cortisol level in female infertile patients (Infertile vs fertile).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" colspan="3" align="center">Infertile vs fertile (Female cortisol level)</th>
</tr>
<tr>
<th valign="top" align="left">Infertile &gt; fertile</th>
<th valign="top" align="left">Fertile &gt; infertile</th>
<th valign="top" align="left">No significant difference</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B10">10</xref>)<break/>(<xref ref-type="bibr" rid="B22">22</xref>)<break/>(<xref ref-type="bibr" rid="B23">23</xref>)<break/>(<xref ref-type="bibr" rid="B26">26</xref>)</td>
<td valign="top" align="left"/>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B7">7</xref>)<break/>(<xref ref-type="bibr" rid="B25">25</xref>)<break/>(<xref ref-type="bibr" rid="B27">27</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T15" position="float">
<label>Table&#xa0;15</label>
<caption>
<p>Cortisol level in female infertile patients (Infertile/pregnant vs infertile/non-pregnant).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" colspan="3" align="center">Infertile/pregnant vs Infertile/non-pregnant (Female cortisol level)</th>
</tr>
<tr>
<th valign="top" align="left">Infertile/pregnant &gt; infertile/non-pregnant</th>
<th valign="top" align="left">Infertile/pregnant &lt; infertile/non-pregnant</th>
<th valign="top" align="left">No significant difference</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B21">21</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B10">10</xref>)<break/>(<xref ref-type="bibr" rid="B26">26</xref>)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B7">7</xref>)<break/>(<xref ref-type="bibr" rid="B24">24</xref>)<break/>(<xref ref-type="bibr" rid="B28">28</xref>)<break/>(<xref ref-type="bibr" rid="B29">29</xref>)<break/>(<xref ref-type="bibr" rid="B30">30</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>Male: infertile vs fertile</title>
<p>Four studies reported changes in blood cortisol levels in healthy fertile and infertile males, with one reporting no significant difference (<xref ref-type="bibr" rid="B17">17</xref>), and three found significantly higher cortisol in infertile male patients (<xref ref-type="bibr" rid="B18">18</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>). Out of these four studies, only three studies specified the causes of infertility which included normozoospermic, oligozoospermic, cryptozoospermic, azoospermic, asthenozoospermic, and unknown infertility (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>). None of the studies reported a significant direct correlation between cortisol levels and infertility characteristics investigated. One study reported higher Beck Depression Inventory (BDI), and State-Trait Anxiety Inventory (STAI-1 and STAI-2) scores to be significantly associated with higher cortisol levels in infertile patients, and BDI score also significantly negatively correlated with sperm count and ejaculate volume. Lower STAI-1 and STAI-2 scores were associated with a higher percentage of sperm with progressive motility (<xref ref-type="bibr" rid="B20">20</xref>). A recent systematic review reported mental disorders such as depression, sleep disorders, addiction, eating disorders, and stress negatively impact fertility in males and females (<xref ref-type="bibr" rid="B6">6</xref>). It is not within the scope of the present review to relate stress with infertility, nevertheless perceived stress, anxiety, and depression was reported in the past to elevate cortisol level (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B33">33</xref>).</p>
<p>Harth and Linse (<xref ref-type="bibr" rid="B17">17</xref>) found no significant difference in the blood cortisol levels between infertile subjects (normozoospermic, cryptozoospermic, or azoospermic) and a combined cortisol level from Group A (normozoospermic, high prolactin, and stress levels) and Group B (normozoospermic, normal stress and prolactin levels), 580.7 nmol/L (infertile) against 557.4 nmol/L (Group A+B). Nevertheless, earlier reports on prolactin showed that prolactin may directly induce adrenal steroidogenesis, thus increasing the level of cortisol (<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B35">35</xref>). This should be taken into consideration when interpreting the results. In the same study, the cortisol level in Group B subjects was much lower, 478.1 nmol/L, however, no description was given of the individual comparison between group B and C. Harth and Linse (<xref ref-type="bibr" rid="B17">17</xref>) recruited participants between the age range of 18-45 years old, a much wider range, whereas the other three studies recruited between the age of 27-33 (<xref ref-type="bibr" rid="B20">20</xref>), 30-38 (<xref ref-type="bibr" rid="B18">18</xref>), and 25-38 (<xref ref-type="bibr" rid="B19">19</xref>) years old participants, with the lowest age being 25 and oldest 38. The average age of the participants recruited by (<xref ref-type="bibr" rid="B17">17</xref>) was 32.7 &#xb1; 4.8 to 33.1 &#xb1; 5.4 years old, whereas the other three studies did not report the participants&#x2019; average age. Cortisol is synthesized from cortisone by the enzyme 11&#x3b2;-hydroxysteroid dehydrogenase type 1 (11&#x3b2;BHSD1) and converted to inactive cortisone by 11&#x3b2;-hydroxysteroid dehydrogenase type 2 (11&#x3b2;BHSD2). Age alters the activity of 11&#x3b2;BHSD2 (<xref ref-type="bibr" rid="B36">36</xref>). Furthermore, an increase of 17 nmol/L in serum cortisol per year of age was reported. This accounts for approximately 32% of the difference in serum cortisol levels between patients (R2&#xa0;=&#xa0;0.315; 36).</p>
<p>Two studies (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>) reported the morning cortisol level (10.2 to 10.84 &#xb5;g/dL) to be higher than the evening cortisol level (5.0 to 5.8 &#xb5;g/dL) in healthy fertile subjects, which is in line with circadian cortisol rhythmicity reported in the past (<xref ref-type="bibr" rid="B37">37</xref>&#x2013;<xref ref-type="bibr" rid="B39">39</xref>). Normozoospermia (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>), asthenozoospermia (<xref ref-type="bibr" rid="B18">18</xref>), and unknown origin (<xref ref-type="bibr" rid="B19">19</xref>) were reported as infertility-related factors in infertile males with higher cortisol. To date, very little literature is available to physiologically link asthenozoospermia to altered cortisol levels. At the preclinical level, asthenozoospermia induced via the inactivation of AMP-activated protein kinase-&#x3b1;1 (AMPK&#x3b1;1) in mice caused no significant changes in plasma cortisol level (<xref ref-type="bibr" rid="B40">40</xref>).</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Female: infertile vs fertile and infertile/pregnant vs infertile/non-pregnant</title>
<p>Four studies found that the cortisol level in infertile females was significantly higher compared to fertile females (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B26">26</xref>). Out of this, only one study reported a significant negative correlation between high cortisol (after ovulation) and LH level during ovulation, progesterone level after ovulation, estradiol level during and post-ovulation, follicle size and endometrial thickness during and post-ovulation (<xref ref-type="bibr" rid="B10">10</xref>). One study recruited infertile patients with idiopathic hyperprolactinemia hence elevated cortisol levels due to the direct effect of enhanced prolactin on adrenal steroidogenesis should be considered in the interpretation of results (<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B35">35</xref>). Three studies reported no significant difference in the cortisol level (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B27">27</xref>). All seven studies measured cortisol using serum samples taken in the morning, except for two studies that did not state the time of biological specimen collection (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>). In general, studies that reported elevated cortisol levels in infertile females recruited a larger pool of participants (929 subjects in four studies) compared to the studies that reported no significant difference in the cortisol level (117 subjects in three studies). The average age of participants recruited by studies reporting significant differences in the cortisol level (control: 23.6 &#xb1; 0.3 to 31.22 &#xb1; 6.02; infertile: 24.4 &#xb1; 0.3 to 31.13 &#xb1; 5.7 years old) is also lower compared to the studies that found no significant difference in the cortisol (control: 32.8 &#xb1; 1.2 to 34 &#xb1; 5; infertile: 33 &#xb1; 4 to 33.4 &#xb1; 2.3 years old). Higher age of the control group (in studies that found no significant difference in cortisol level) may have reduced the deficit in the cortisol value between study groups due to the aging-related effects on cortisol value (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B41">41</xref>).</p>
<p>Two studies reported higher cortisol in infertile/non-pregnant patients (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B26">26</xref>), however, none of the studies reported a significant association with pregnancy outcomes. Five studies found no significant change in the cortisol level (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B28">28</xref>&#x2013;<xref ref-type="bibr" rid="B30">30</xref>). Both sets of studies recruited an almost similar pool of participants (525 versus 595 subjects). In general, the average age of participants in studies with elevated cortisol is in their 20s. Infertility factor such as idiopathic hyperprolactinemia (<xref ref-type="bibr" rid="B22">22</xref>) was reported in infertile females with elevated cortisol. Hyperandrogenism was reported in PCOS due to dysregulation of 11&#x3b2;-hydroxysteroid dehydrogenase (<xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>).</p>
<p>The menstrual cycle is known to affect the activity of the HPA axis which can result in variation in cortisol synthesis, such as higher cortisol levels during the luteal phase compared to the follicular phase (<xref ref-type="bibr" rid="B31">31</xref>). 14 out of 17 selected studies collected the biological specimen for cortisol analysis in the morning, and four studies did not specify the time of collection (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B30">30</xref>). Physiological cortisol level is usually higher in the morning, especially 30-45 minutes after awakening and gradually reduces for the rest of the day under normal conditions (<xref ref-type="bibr" rid="B44">44</xref>).</p>
<p>Eight out of 17 selected studies did not report whether the recruited infertile patients have any prior exposure to IVF treatment procedures. Anticipatory stress was associated with higher stress reactivity for cortisol (<xref ref-type="bibr" rid="B45">45</xref>) and higher stress task-induced increase in cortisol (<xref ref-type="bibr" rid="B46">46</xref>). Contrary to this, some researchers found no significant association between cortisol awakening response and stress anticipation (<xref ref-type="bibr" rid="B47">47</xref>). Furthermore, reports on the effects of stress during and prior to IVF treatment on pregnancy outcomes have been conflicting (<xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B49">49</xref>). It will be interesting to see in future studies whether there is a significant difference in stress and stress-related hormones among infertile patients that undergoing ART treatment for the first time and those with prior exposure.</p>
<p>Based on the data we have listed, while high cortisol may have been reported in most of the infertile subjects, this is not always the case (<xref ref-type="table" rid="T13"><bold>Tables&#xa0;13</bold></xref>&#x2013;<xref ref-type="table" rid="T15"><bold>15</bold></xref>). It is challenging to ascribe infertility to cortisol levels due to the presence of various other confounding factors. The complex interactions of multiple hormones, each of which plays a specialized role in regulating fertility, make the human reproductive system even more complex. The stress hormone cortisol interacts with this complex hormonal network and has the potential to cause disruptions (<xref ref-type="bibr" rid="B50">50</xref>), which is still poorly understood. Finding the precise mechanisms through which cortisol affects infertility is challenging due to the complexity of the hormonal pathways and feedback mechanisms involved in fertility regulation. Nevertheless, a majority of results have linked chronically elevated cortisol levels with disrupted reproductive endocrinology based on observational and correlational data. For instance, excessive amounts of cortisol might interfere with GnRH&#x2019;s pulsatile release, which controls the menstrual cycle and ovulation. This can result in irregular or absent ovulation and, ultimately, infertility (<xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B52">52</xref>). High cortisol levels could inhibit LH and FSH release as well, which affects ovarian function and lowers the likelihood of pregnancy. The menstrual cycle is hampered by increased secretion of cortisol and prolactin in infertile women by lowering pre-ovulatory LH peak and E2 and post-ovulatory E2 levels that alter endometrial development and thus lower the likelihood of conception (<xref ref-type="bibr" rid="B10">10</xref>). However, it&#x2019;s crucial to remember that some people might be more resilient to the effects of cortisol on reproductive function. In line with this, it was reported that psychopathology, stress, and hair cortisol concentration scores were higher for pregnant women with poorer resilience than for those with better resilience (<xref ref-type="bibr" rid="B53">53</xref>). The likelihood that someone would experience infertility due to cortisol can depend on a variety of variables, including genetic differences, general health state, and stress resilience. It is difficult to establish a universal link between cortisol and infertility owing to this individual diversity.</p>
<p>In the present review, we noticed a large span in the age difference of the recruited study participants. The relationship between age and infertility is complex, with aging older having a significant role in both men&#x2019;s and women&#x2019;s declining fertility (<xref ref-type="bibr" rid="B54">54</xref>&#x2013;<xref ref-type="bibr" rid="B56">56</xref>). In women, the quality and quantity of eggs decrease during aging, resulting in a decreased ovarian reserve (<xref ref-type="bibr" rid="B57">57</xref>), which leads to a longer time to conceive, decreased fertility, and a higher risk of pregnancy-related complications (<xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B59">59</xref>). An increase in paternal age also has an impact on reproductive outcomes in males, affecting sperm volume, motility, and morphological changes that may result in decreased fertility (<xref ref-type="bibr" rid="B55">55</xref>). Individuals&#x2019; stress response systems may change as they get older (<xref ref-type="bibr" rid="B60">60</xref>), which could have an impact on how cortisol is regulated. Age-related changes in cortisol patterns, such as a diurnal cortisol fluctuation (<xref ref-type="bibr" rid="B61">61</xref>, <xref ref-type="bibr" rid="B62">62</xref>), or changes in overall cortisol output (<xref ref-type="bibr" rid="B63">63</xref>). These alterations may be caused by aging-related effects on the hypothalamic-pituitary-adrenal (HPA) axis, the system that regulates cortisol. The relationship between cortisol and age might be bidirectional. Aging-related elements including long-term underlying illness (<xref ref-type="bibr" rid="B64">64</xref>), endocrinological changes (<xref ref-type="bibr" rid="B65">65</xref>), or psychological stressors (<xref ref-type="bibr" rid="B66">66</xref>) could affect cortisol levels. On the contrary, cortisol dysregulation by itself may hasten aging (<xref ref-type="bibr" rid="B67">67</xref>, <xref ref-type="bibr" rid="B68">68</xref>), resulting in a complicated interplay between cortisol levels and age. While cortisol and age can both have an independent impact on fertility, they may also affect fertility synergistically. The delicate hormonal balance required for fertility can also be upset by altered cortisol levels linked to long-term stress or by age-related changes in cortisol regulation (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B52">52</xref>). Hormonal imbalances brought on by cortisol may make the age-related decline in fertility worse and aid infertility.</p>
<p>Stress has long been thought to affect fertility as well as other areas of general well-being (<xref ref-type="bibr" rid="B69">69</xref>). While stress is associated with elevated cortisol (<xref ref-type="bibr" rid="B70">70</xref>), proving a direct cause-and-effect relationship between cortisol and fertility is challenging, and thus it necessitates more research. The delicate hormonal balance involved in reproductive processes is thought to be affected by prolonged exposure to elevated cortisol levels, which may affect fertility. Based on existing literature, in both genders, prolonged stress has been associated with diminished reproductive functions (<xref ref-type="bibr" rid="B71">71</xref>, <xref ref-type="bibr" rid="B72">72</xref>). Even though cortisol is part of the stress-fertility relationship, it&#x2019;s vital to understand that fertility is a complex process that governed by a myriad of factors. Stress affects fertility indirectly through psychological and physiological impacts such as change in lifestyle factors (<xref ref-type="bibr" rid="B73">73</xref>, <xref ref-type="bibr" rid="B74">74</xref>), sleep quality (<xref ref-type="bibr" rid="B75">75</xref>, <xref ref-type="bibr" rid="B76">76</xref>), and sexual behavior (<xref ref-type="bibr" rid="B77">77</xref>). Understanding the connection between cortisol and fertility presents a substantial problem in separating the precise effects of cortisol from the general stress response. Individual variation in stress reactions and coping mechanisms further complicates the interpretation of research findings. While some people can handle stress better than others, some may be more susceptible to its negative consequences (<xref ref-type="bibr" rid="B78">78</xref>). Furthermore, patients who are diagnosed as infertile suffer from a great deal of emotional instability as a result of their condition, increasing the risk of anxiety, depression, and other mood disorders substantially. Infertility drugs like leuprolide, gonadotropins, and clomiphene can affect the patient&#x2019;s psychological well-being causing side effects such as irritability, anxiety, and depression. Hence, it is often challenging to distinguish between the psychological impacts of infertility and the adverse effects of the medications when evaluating symptoms in women receiving infertility-related pharmacotherapy (<xref ref-type="bibr" rid="B70">70</xref>). Therefore, it is important to note that stress can cause infertility, and vice versa, and given the complexity, pinpointing cortisol&#x2019;s exact function in the relationship between stress and fertility is challenging at present.</p>
</sec>
</sec>
<sec id="s5">
<label>5</label>
<title>Strength and limitations</title>
<p>To our knowledge, this is the first systematic review that investigated the changes in cortisol levels in infertile male and female patients. Prior to this review, Massey et&#xa0;al. (2014) conducted a systematic review of cortisol levels and IVF treatment outcomes and reported three studies to associate higher cortisol with favorable IVF outcomes and five studies to relate lower cortisol to IVF success. The present review aimed to report whether cortisol is highly present in infertile patients compared to fertile healthy subjects, infertile patients who conceived, and those who didn&#x2019;t at the end of the ART. We only included studies that reported the cortisol level in the unstimulated/natural cycle or prior to hormonal stimulation to rule out changes in cortisol levels due to hormonal stimulation.</p>
<p>One of the limitations we faced in the analysis was variation in the sampling period for studies involving female subjects as the biological specimens were collected on different days of natural cycles such as early follicular phase, day of ovulation, and days after ovulation. Future studies should standardize the time of biological specimen collection.</p>
</sec>
<sec id="s6" sec-type="conclusion">
<label>6</label>
<title>Conclusion and future direction</title>
<p>A complex relationship exists between psychological well-being and infertility, where infertility can cause stress to patients through emotional and financial burdens, and mental health disorders such as depression and anxiety could lead to infertility. Biological markers of stress have been extensively investigated and correlated to various health-related problems, including infertility. Seven out of eleven studies that compared the cortisol level between fertile and infertile subjects found significantly higher cortisol in the infertile group. Out of this, only one study correlated cortisol levels with infertility markers. On a separate note, out of 8 studies, only 3 reported significantly higher cortisol levels in infertile subjects that could not conceive at the end of ART. Based on the evidence we gathered through this review, at present, due to variations in study designs, sampling periods, and patients&#x2019; characteristics, it is still unclear if high cortisol level causes infertility in males and females. In the present review, we only included the cortisol value that was measured prior to stimulation or IVF treatment, despite this, there are still variations in the sampling period as the collection of biological specimens was carried out during different time phases of the menstrual cycle such as follicular and luteal phases. Hence, we warrant future studies to standardize the time of biological sample collection to negate the unwanted influencing factors.</p>
</sec>
<sec id="s7" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>BK, AK, and JK contributed to conception and design; BK, AK, and JK contributed to data acquisition; BK, AK, and JK were involved in the analysis, interpretation, and drafting of the manuscript; IM, AU, WM, AF and AA revise the manuscript critically for important intellectual content. The version to be published has received final approval from all authors.</p>
</sec>
</body>
<back>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>This research was funded by Faculty of Medicine, Universiti Kebangsaan Malaysia, and Ministry of Higher Education (FRGS/1/2020/SKK0/UKM/03/1).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors would like to thank the Faculty of Medicine, Universiti Kebangsaan Malaysia.</p>
</ack>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="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>
</sec>
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