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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurosci.</journal-id>
<journal-title>Frontiers in Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-453X</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fnins.2023.1263756</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Sex hormone mediated change on flexion reflex</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes"><name><surname>Soedirdjo</surname> <given-names>Subaryani D. H.</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author" equal-contrib="yes"><name><surname>Chung</surname> <given-names>Yu-Chen</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author" corresp="yes"><name><surname>Dhaher</surname> <given-names>Yasin Y.</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="aff" rid="aff2"><sup>2</sup></xref><xref ref-type="aff" rid="aff3"><sup>3</sup></xref><xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Department of Physical Medicine and Rehabilitation, University of Texas Southwestern Medical Center</institution>, <addr-line>Dallas, TX</addr-line>, <country>United States</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Biomedical Engineering, University of Texas Southwestern Medical Center</institution>, <addr-line>Dallas, TX</addr-line>, <country>United States</country></aff>
<aff id="aff3"><sup>3</sup><institution>Peter O&#x2019;Donnell Jr. Brain Institute, University of Texas Southwestern Medical Center</institution>, <addr-line>Dallas, TX</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002">
<p>Edited by: Olfa Masmoudi-Kouki, University Tunis El Manar, Tunisia</p>
</fn>
<fn fn-type="edited-by" id="fn0003">
<p>Reviewed by: Alexandros Guekos, ETH Z&#x00FC;rich, Switzerland; Giorgio Sandrini, Fondazione Cirna Onlus, Italy</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Yasin Y. Dhaher, <email>yasin.dhaher@utsouthwestern.edu</email></corresp>
<fn fn-type="equal" id="fn0001">
<p><sup>&#x2020;</sup>These authors have contributed equally to this work and share first authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>21</day>
<month>12</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>17</volume>
<elocation-id>1263756</elocation-id>
<history>
<date date-type="received">
<day>20</day>
<month>07</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>11</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Soedirdjo, Chung and Dhaher.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Soedirdjo, Chung and Dhaher</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>
<p>It has been shown that estrogen and progesterone receptors are expressed in the spinal cord; therefore, fluctuation in their concentrations may affect the spinal network and modulate the control of movement. Herein, we assessed the neuro-modulatory effect of sex hormones on the polysynaptic spinal network by using a flexion reflex network as a model system. Twenty-four healthy eumenorrheic women (age 21&#x2013;37&#x2009;years) were tested every other day for one menstrual cycle. Serum estradiol and progesterone were acquired at the time of testing. The flexion reflex of the tibialis anterior was elicited by sending an innocuous electrical stimulus directly to the posterior tibial nerve or plantar cutaneous afferent. Analyses were performed for each menstrual cycle phase: the follicular phase and the luteal phase. Increases in estradiol or progesterone concentrations were not associated with reflex duration or root mean squared (RMS) amplitude in either the follicular or luteal phases. In the luteal phase, an increase in the estradiol concentration was associated with a longer latency of the reflex (<italic>b</italic>&#x2009;=&#x2009;0.23, <italic>p</italic>&#x2009;=&#x2009;0.038). The estradiol &#x00D7; progesterone interaction was found towards significance (<italic>b</italic>&#x2009;=&#x2009;&#x2212;0.017, <italic>p</italic>&#x2009;=&#x2009;0.081). These results highlight the potential synergistic effect of estradiol and progesterone and may provide indirect confirmatory evidence of the observed modulatory effect.</p>
</abstract>
<kwd-group>
<kwd>flexion reflex</kwd>
<kwd>menstrual cycle</kwd>
<kwd>estradiol</kwd>
<kwd>progesterone</kwd>
<kwd>innocuous</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="80"/>
<page-count count="9"/>
<word-count count="7709"/>
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<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Neuroendocrine Science</meta-value>
</custom-meta>
</custom-meta-wrap>
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</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>The actions of sex hormones on neuronal excitability at the spinal level remain elusive. For example, the presence of estrogen receptors in the lumbosacral spinal cord (<xref ref-type="bibr" rid="ref48">Papka and Mowa, 2003</xref>), the ventral and dorsal horns (<xref ref-type="bibr" rid="ref17">Dun et al., 2009</xref>), combined with evidence of estradiol&#x2019;s role in synaptic transmission in cortical circuits (<xref ref-type="bibr" rid="ref64">Srivastava, 2012</xref>; <xref ref-type="bibr" rid="ref56">Sellers et al., 2015</xref>) suggests that estradiol may influence the neuronal excitability of spinal circuits. It has been reported that the cellular effect of sex hormone estradiol is expressed from minutes (non-genomic effects) to days (genomic effects) (<xref ref-type="bibr" rid="ref13">Colciago et al., 2020</xref>). The non-genomic effect, for example, acts on modulating gamma aminobutyric acid (GABA), N-methyl-D-aspartate receptors, and glutamate receptors (<xref ref-type="bibr" rid="ref20">Foy et al., 1999</xref>; <xref ref-type="bibr" rid="ref61">Smith and Woolley, 2004</xref>; <xref ref-type="bibr" rid="ref41">Micevych and Mermelstein, 2008</xref>), which are the same neurobiological constituencies that regulate spinal motoneurons. On the other hand, progesterone can influence neural systems through the GABAergic effect of a progesterone metabolite, at least in cortical neurons (<xref ref-type="bibr" rid="ref60">Smith et al., 2002</xref>). Although several studies examined sex hormones-mediated neuronal excitability in animals (<xref ref-type="bibr" rid="ref75">Warren et al., 1995</xref>; <xref ref-type="bibr" rid="ref20">Foy et al., 1999</xref>; <xref ref-type="bibr" rid="ref49">Parducz et al., 2006</xref>), explorations of similar effects in humans are limited. Data from our group indicated that, at rest, spinal motoneurons excitability assessed using the H-reflex paradigm (monosynaptic pathway) did not show a significant dependence on acute changes (within a cycle) of sex hormone levels (estradiol and progesterone) in female participants (<xref ref-type="bibr" rid="ref11">Casey et al., 2016</xref>). It is not, however, known if the observed lack of effect at the motor neuron level will also be expressed at the circuit level. Indeed, during activation, motor neurons receive inputs from multiple sources: descending motor commands, peripheral sensory signals, and inter-neuronal inputs (<xref ref-type="bibr" rid="ref9">Bourane et al., 2015</xref>). The lack of evidence that sex hormones affect motor neurons does not preclude the potential that estradiol and progesterone have an effect at the circuit level.</p>
<p>In this study, we sought to explore the neuro-modulatory effect of sex hormones (estradiol and progesterone) on a spinal circuit by testing their effects on a known polysynaptic spinal network, the flexion reflex network, as a model system (<xref ref-type="bibr" rid="ref53">Sandrini et al., 2005</xref>). This type of reflex is composed of two excitatory components separated by a silent period (<xref ref-type="bibr" rid="ref40">Meinck et al., 1981</xref>). The first component (RII) is mediated by the activation of low threshold mechano-afferents (LTMR); through A&#x03B2; fibers. The second component (RIII) is a longer latency response and is mediated by A&#x03B4; fiber afferents involved in pain perception (<xref ref-type="bibr" rid="ref29">Hugon, 1973</xref>; <xref ref-type="bibr" rid="ref18">Ertekin et al., 1975</xref>). Indeed, several studies have reported changes in the perception of pain across the menstrual cycle (<xref ref-type="bibr" rid="ref66">Tassorelli et al., 2002</xref>; <xref ref-type="bibr" rid="ref7">Bartley and Rhudy, 2013</xref>). The RII component, on the other hand, is involved in a sensory feedback circuit that plays an important role in the control of motor neuron activation (<xref ref-type="bibr" rid="ref8">B&#x00F6;hm and Wyart, 2016</xref>); A&#x03B2; pathways are involved in the regulation of the step cycle phase in human walking (<xref ref-type="bibr" rid="ref70">van Wezel et al., 2000</xref>). An examination targeting this class of reflexes will reveal the potential functional implications of the fluctuating sex hormones expressed at the spinal motor circuit level.</p>
<p>The two sex hormones that fluctuate across the menstrual cycle are estradiol and progesterone. During the follicular phase, the estradiol concentration increases from its minimum at menses to its maximum at peri-ovulation. Following a decrease at ovulation, the estradiol concentration fluctuates during the luteal phase along with an increase in progesterone concentration (<xref ref-type="bibr" rid="ref50">Reed and Carr, 2000</xref>). This temporal profile makes the assessment of the effect of estradiol on flexion reflex response in humans straightforward: the examination is conducted in the first half of the menstrual cycle, a state with low progesterone concentrations. The exploration of the effect of progesterone on flexion reflex circuit is more complex. The increase in progesterone in the second half of the menstrual cycle is expressed in the presence of background levels of estradiol. Thus, we chose an experimental design to examine the effect of sex hormones on flexion reflex response by acquiring data every other day in the cycle.</p>
<p>The goal of our study was to evaluate the interplay between the flexion reflex response and the fluctuation of sex hormones across the menstrual cycle. An innocuous stimulation of the posterior tibial nerve or the sole of the foot was applied to activate the flexion reflex arc (<xref ref-type="bibr" rid="ref42">Michel et al., 2008</xref>; <xref ref-type="bibr" rid="ref23">Gervasio et al., 2018</xref>) either through the direct stimulation of sensory fibers in the nerve and the low threshold mechanoreceptors (LTMR) driving the nerve signal, respectively. Based on the reported data on cortical neurons, we hypothesized that an acute increase in estradiol during the follicular phase would augment the flexion reflex response. In addition, we hypothesized that an increase in progesterone during the luteal phase would counteract the effect of estradiol.</p>
</sec>
<sec sec-type="methods" id="sec2">
<label>2</label>
<title>Methods</title>
<p>Healthy young eumenorrheic women from similar demographic groups were recruited for this study. Every other day testing sessions were conducted, and serum samples were acquired. Two innocuous peripheral nerve stimulation paradigms were employed to activate the sensory fibers, and the flexion reflex response was recorded. No sample size analysis was performed prior to the testing due to lack of data on the link between sex hormons and polysynaptic reflexes.</p>
<sec id="sec3">
<label>2.1</label>
<title>Participants</title>
<p>Northwestern University and the University of Texas Southwestern Medical Center Institutional Review Boards approved the protocol. Fifty-seven healthy eumenorrheic females with moderate physical activity and no history of lower limb disorder were enrolled in the study. Women with moderate physical activity were defined as those who exercised less than 7 hours per week and were not participating in competitive-level sports. We had to exclude a total of 33 women: two due to lack of adherence to the protocol, two due to sensitivity to electrical stimulation, four due to the absence of estradiol and/or progesterone fluctuations across the menstrual cycle, 12 withdrew from the study, and 13 decided not to participate in any part of the study after being enrolled. Thus, the results presented here are based on data acquired from 24 healthy eumenorrheic women (age: 27.0&#x2009;&#x00B1;&#x2009;4.4&#x2009;years; BMI: 24.8&#x2009;&#x00B1;&#x2009;4.8&#x2009;kg/m<sup>2</sup>; cycle length: 30.3&#x2009;&#x00B1;&#x2009;3.8&#x2009;days; means &#x00B1; SD) involved involved in the study. All participants signed the written informed consent form and were free to participate.</p>
<p>Women who exercised more than 7&#x2009;h per week or participated in competitive level sports were excluded because of the high rate of undiagnosed menstrual dysfunction in this population (<xref ref-type="bibr" rid="ref25">Gibbs et al., 2013</xref>). Participants were asked to maintain stable exposure to caffeine, alcohol, and exercise during the 12 hours before each testing session to minimize changes in reflex excitability (<xref ref-type="bibr" rid="ref45">Motl and Dishman, 2003</xref>; <xref ref-type="bibr" rid="ref74">Walton et al., 2003</xref>; <xref ref-type="bibr" rid="ref73">von Dincklage et al., 2007</xref>).</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Experimental protocol and procedures</title>
<p>Each participant was tested every other day for one menstrual cycle (about 15 to 20 testing sessions depending on the length of the cycle). The personnel performing the testing were blinded to subject&#x2019;s menstrual cycle phase. The start date of the testing was assigned randomly. The tesing time was scheduled based on participant&#x2019;s preference and maintained at the same time of the day throughout the testing sessions to minimize the effect of diurnal fluctuations of hormone levels (<xref ref-type="bibr" rid="ref5">Bao et al., 2003</xref>; <xref ref-type="bibr" rid="ref10">Bungum et al., 2011</xref>) and circadian variations of the flexion reflex (<xref ref-type="bibr" rid="ref51">Sandrini et al., 1986a</xref>).</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Hormonal levels</title>
<p>The hormone concentrations were obtained from blood samples collected by means of venipuncture. The samples were collected at each testing session from antecubital area of the participant&#x2019;s arm using a 5&#x2009;mL Vacutainer serum separator tube (BD, Franklin Lakes, New Jersey). Once the tube was filled, the sample was mixed well and allowed to clot. The samples obtained at Northwestern were processed at Northwestern Memorial Hospital Outpatient Laboratory and the samples obtained at UT Southwestern were sent to MedFusion. The hormonal concentrations analyzed were estradiol and progesterone.</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Testing condition and electrodes placement</title>
<p>The participants were placed in a supine position on a padded examination table. Each participant was instructed to choose a comfortable position for her head and arms. The position was recorded so it could be replicated at subsequent testing sessions. They were instructed not to activate their muscle prior, during, and after the stimulation paradigm.</p>
<p>Bipolar surface electromyogram (sEMG) signals were detected from the tibialis anterior either with pre-amplified electrodes (DE-2.1 Bagnoli single differential, interelectrode distance: 10&#x2009;mm, contact dimensions 10&#x2009;&#x00D7;&#x2009;1&#x2009;mm) or bipolar Ag/AgCl pre-gelled electrodes (diameter 10&#x2009;mm, inter electrode distance 20&#x2009;mm). The electrode type for each subject was consistent throughout the testing sessions.</p>
<p>Prior to electrode placement, the skin was cleaned with alcohol, slightly abraded (Nuprep&#x00AE;, Weaver and Company, CO, United States), and cleaned with water to remove any residue. The locations of the electrodes were recorded and marked with a waterproof or blacklight marker to ensure the same electrode location in each session. The signals were digitized with a Micro1401 Data Acquisition Unit (Cambridge Electronic Design, United Kingdom) at a rate of 2,000&#x2009;Hz.</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Elicitation of the flexion reflex</title>
<p>Classically, examination of the flexion reflex pathway in humans used two unique paradigms: peripheral nerve electrical stimulation and electrical stimulation to the skin in the sole of the foot (<xref ref-type="bibr" rid="ref69">Van Wezel et al., 1997</xref>; <xref ref-type="bibr" rid="ref32">Knikou, 2007</xref>). In this study we incorporated both paradigms, in almost evenly split cohorts, 11 and 13 subjects respectively. Implementation of both paradigms allows for a tertiary analysis to compare the consistency in the flexion reflex response across the two paradigms.</p>
<p>Posterior tibial nerve stimulation: The flexion reflex of 11 participants was elicited by delivering a train of eight pulses (2&#x2009;ms pulse width, 200&#x2009;Hz) using a Grass Stimulator S48 (Grass Instruments, Quincy, MA) connected to an isolation stimulus unit (SIU5, Grass Instruments) and passed through constant current unit (CCU1, Grass Instruments). The bipolar stimulating electrode (electrode diameter 0.8&#x2009;cm, inter electrode distance 2&#x2009;cm) was placed over the posterior tibial nerve located posterior and inferior to the medial malleolus, with the anode positioned posteriorly. Optimal placement of the stimulating electrode was found by moving the stimulating electrode over the nerve until a low-current stimulus elicited the reflex response. To find the reflex threshold, the stimulus intensity was increased manually with 0.2&#x2009;mA increments until a distinguishable and stable response was clearly seen. Then a maximum of 12 stimuli with an intensity at the reflex threshold were delivered to the subjects with a 30&#x2013;35&#x2009;s random inter-stimulus interval until at least four responses were obtained.</p>
<p>Plantar cutaneous afferents stimulation: For the remaining 13 participants, a pair of square gel electrodes (5&#x2009;cm x 5&#x2009;cm) were used. The cathode was placed over the area between the first and second metatarsal, while the anode was placed on the arch of the foot. A train of five pulses (1&#x2009;ms pulse width, 200&#x2009;Hz) was delivered using a DS7A constant current stimulator (Digitimer Ltd., Hertfordshire, England). The reflex threshold was defined as the smallest intensity that elicited the reflex response. Then a maximum of 20 stimuli with an intensity 10% higher than the reflex threshold was delivered to the participant with a 30&#x2013;35&#x2009;s random inter-stimulus interval.</p>
<p>Post-hoc analysis indicated that within subjects, stimulation intensity across visits showed no statistically significant correlation on visits suggesting that there was no effect of habituation nor hormone concentration dependency.</p>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Data analysis</title>
<p>The signals were processed offline using Matlab software (R2019a. The MathWorks Inc., MA, United States). A 4th order zero phase Butterworth bandpass filter (final cut off frequency 20&#x2013;500&#x2009;Hz) was applied to the signal to attenuate movement artifacts and other interference. The envelopes of rectified EMG signals extracted using a 4th order zero phase Butterworth low-pass filter with a final cut off frequency at 200&#x2009;Hz were used to define the onset and offset of the reflex response. The start and end of the reflex response were determined when the envelope of the reflex signal crossed 15% of the peak amplitude measured from the baseline value (<xref ref-type="fig" rid="fig1">Figure 1</xref>). The baseline value was defined as the average of the 250&#x2009;ms EMG envelopes before the onset of the stimulus. The onset and offset of the reflex response were used to calculate root mean squared (RMS) value, duration, and latency, measured from the onset of the stimulus. The average value of each parameter for all identified reflex responses was then calculated and used for further analysis.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>A rectified EMG envelope of muscle response obtained from one subject. The flexion reflex response is marked with gray area. The onset and offset of the response were defined as start and end of EMG envelope where the amplitude was greater than 15% of the peak amplitude measured from the baseline value.</p>
</caption>
<graphic xlink:href="fnins-17-1263756-g001.tif"/>
</fig>
<p>The magnitude of the flexion reflex reflex (RMS value), duration, and latency were analyzed at: (1) the follicular phase, where the estradiol concentration increased from low level to its maximum while the progesterone concentrations remained low, and (2) the luteal phase, where the progesterone increased from low level to its maximum along with background estradiol concentration.</p>
</sec>
<sec id="sec9">
<label>2.7</label>
<title>Statistical analyses</title>
<p>Data are presented as mean&#x2009;&#x00B1;&#x2009;SD. The statistical analysis for this study was performed in the R language (version 4.2.2, R Foundation for Statistical Computing, Vienna, Austria). To evaluate the effect of changes in hormones level on reflex RMS, duration, and latency, a generalized estimating equation (GEE) with log link function and exchangeable correlation structure was employed using geepack R package (<xref ref-type="bibr" rid="ref4">Ballinger, 2004</xref>; <xref ref-type="bibr" rid="ref28">Halekoh et al., 2006</xref>). Each of the flexion reflex parameters was simultaneously regressed on estradiol, progesterone, and the estradiol &#x00D7; progesterone interaction. The estradiol concentration in ng/ml was used in GEE to keep the units consistent between estradiol and progesterone. Significance was accepted for <italic>p</italic> values &#x003C;0.05.</p>
</sec>
</sec>
<sec sec-type="results" id="sec10">
<label>3</label>
<title>Results</title>
<sec id="sec11">
<label>3.1</label>
<title>Hormone profile</title>
<p>The estradiol and progesterone profiles obtained from a non-linear mixed effect model with harmonic terms (<xref ref-type="bibr" rid="ref2">Albert and Hunsberger, 2005</xref>) is shown in <xref ref-type="fig" rid="fig2">Figure 2</xref>. The cycle day was normalized to the cycle length and centered such that 0 corresponds to first day of menses, 0.5 corresponds to peak estradiol, 0.75 corresponds to peak progesterone, and 1.0 corresponds to last day of the cycle. Estradiol concentrations at the first day of menses, peri-ovulatory (peak estradiol concentration), and mid-luteal (peak progesterone concentration) time points were 41.7&#x2009;&#x00B1;&#x2009;16.2&#x2009;pg/mL, 307.23&#x2009;&#x00B1;&#x2009;99.2&#x2009;pg/mL, and 186.7&#x2009;&#x00B1;&#x2009;60.2&#x2009;pg/mL, respectively. The corresponding progesterone concentrations at those time points were 1.0&#x2009;&#x00B1;&#x2009;0.5&#x2009;ng/mL, 0.7&#x2009;&#x00B1;&#x2009;0.3&#x2009;ng/mL, and 13.6&#x2009;&#x00B1;&#x2009;4.4&#x2009;ng/mL. These concentrations are consistent within the range of estradiol and progesterone levels reported in the literature (<xref ref-type="bibr" rid="ref55">Sehested, 2000</xref>; <xref ref-type="bibr" rid="ref39">Marsh et al., 2011</xref>; <xref ref-type="bibr" rid="ref46">Mumford et al., 2012</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Aligned hormonal profiles from ovulatory cycles of 24 subjects tested in the study. Serum measurements were collected every other day for 1 cycle. Cycle day was normalized to the cycle length and centered at the peak estradiol concentration. Normalized centered cycle day = 0 corresponds to the first day of menses, 0.5 corresponds to the peak of estradiol concentrations, 0.75 corresponds to the peak of progesterone concentrations, and 1 corresponds to the last day of the cycle. The solid line represents the mean of all subjects, and the ribbon represents the standard deviation. The mid-cycle is marked with a dashed vertical line.</p>
</caption>
<graphic xlink:href="fnins-17-1263756-g002.tif"/>
</fig>
</sec>
<sec id="sec12">
<label>3.2</label>
<title>Fexion reflex response</title>
<p>A typical flexion reflex response is shown in <xref ref-type="fig" rid="fig3">Figure 3</xref>. The average stimulation intensity used in this study was 7.2&#x2009;&#x00B1;&#x2009;3.5&#x2009;mA. The stimulation intensity applied on the posterior tibial nerve stimulation ranged from 2.5 to 15.0&#x2009;mA and the stimulation intensity applied on the plantar cutaneous afferents ranged from 3.0 to 20.9&#x2009;mA across participants. Participants reported no pain during and following stimulation. Post-hoc analysis on the stimulation intensity indicated no significant difference between the two groups (<italic>p</italic>&#x2009;&#x003E;&#x2009;0.05). The average response rate of posterior tibial nerve stimulation and plantar cutaneous afferents stimulation were 78% (8 responses out of 10 stimuli) and 47% (9 responses out of 20 stimuli) respectively. A non-parametric Kurskal-Wallis test showed that reflex latency and duration at menses did not differ between the two stimulation paradigms: posterior tibial nerve and plantar cutaneous afferents stimulation (<xref ref-type="table" rid="tab1">Table 1</xref>, <italic>p</italic>&#x2009;&#x003E;&#x2009;0.05), suggesting that both paradigms activated an equivalent flexion reflex pathway.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>The flexion reflex response on tibialis anterior muscle obtained from one subject. The reflex was elicited using a train of five pulses at 200&#x2009;Hz and pulse width of 1&#x2009;ms delivered to the sole of the foot with inter-stimulus interval of 30&#x2013;35&#x2009;s.</p>
</caption>
<graphic xlink:href="fnins-17-1263756-g003.tif"/>
</fig>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Latency and duration of flexion reflex elicited using posterior tibial nerve stimulation and plantar cutaneous afferents stimulation at menses.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle" rowspan="2">Variables</th>
<th align="center" valign="middle" colspan="2">Stimulation paradigm</th>
<th align="center" valign="middle" rowspan="2"><italic>p</italic> value</th>
</tr>
<tr>
<th align="center" valign="middle">Posterior tibial nerve</th>
<th align="center" valign="middle">Plantar cutaneous afferents</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Latency (ms)</td>
<td align="center" valign="middle">79.65&#x2009;&#x00B1;&#x2009;7.24</td>
<td align="center" valign="middle">84.51&#x2009;&#x00B1;&#x2009;4.19</td>
<td align="center" valign="middle">0.193</td>
</tr>
<tr>
<td align="left" valign="top">Duration (ms)</td>
<td align="center" valign="middle">33.43&#x2009;&#x00B1;&#x2009;9.83</td>
<td align="center" valign="middle">41.45&#x2009;&#x00B1;&#x2009;15.07</td>
<td align="center" valign="middle">0.305</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec13">
<label>3.3</label>
<title>Sex hormone fluctuation and flexion reflex</title>
<p>A GEE model on data collected during the follicular phase showed that estradiol concentration was not associated with reflex latency, duration, and RMS magnitude (<xref ref-type="table" rid="tab2">Table 2</xref>). In the luteal phase, reflex duration and RMS magnitude were not associated with fluctuation of either estradiol or progesterone. As indicated in <xref ref-type="table" rid="tab2">Table 2</xref>, in the luteal phase, the GEE revealed a main effect of estradiol (<italic>b</italic>&#x2009;=&#x2009;0.228, <italic>p</italic>&#x2009;=&#x2009;0.038) on reflex latency. Our data suggests that increases in estradiol in the luteal phase predicts longer reflex latency better than chance. Increases in progesterone make this association slightly less pronounced (<italic>b</italic>&#x2009;=&#x2009;&#x2212;0.017, <italic>p</italic>&#x2009;=&#x2009;0.081).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Generalized estimating equation of the main effect estradiol, progesterone, and estradiol &#x00D7; progesterone interaction on the latency, duration, and RMS of reflex response across the menstrual cycle.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle" rowspan="2">Variables</th>
<th align="center" valign="middle" colspan="3">Generalized Estimating Equation &#x2013; <italic>b</italic> (<italic>p</italic> value)</th>
</tr>
<tr>
<th align="center" valign="middle">Estradiol (ng/ml)</th>
<th align="center" valign="middle">Progesterone (ng/ml)</th>
<th align="center" valign="middle">Interaction</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="4">Follicular phase</td>
</tr>
<tr>
<td align="left" valign="top">Latency (ms)</td>
<td align="center" valign="middle">0.036 (0.240)</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="top">&#x2013;</td>
</tr>
<tr>
<td align="left" valign="top">Duration (ms)</td>
<td align="center" valign="middle">0.072 (0.510)</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">&#x2013;</td>
</tr>
<tr>
<td align="left" valign="top">RMS (mV)</td>
<td align="center" valign="middle">&#x2212;0.060 (0.870)</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">&#x2013;</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">Luteal phase</td>
</tr>
<tr>
<td align="left" valign="top">Latency (ms)</td>
<td align="center" valign="middle">0.228 (0.038)&#x002A;</td>
<td align="center" valign="middle">0.001 (0.532)</td>
<td align="center" valign="top">&#x2212;0.017 (0.081)</td>
</tr>
<tr>
<td align="left" valign="top">Duration (ms)</td>
<td align="center" valign="middle">0.535 (0.140)</td>
<td align="center" valign="middle">0.007 (0.160)</td>
<td align="center" valign="top">&#x2212;0.028 (0.300)</td>
</tr>
<tr>
<td align="left" valign="top">RMS (mV)</td>
<td align="center" valign="middle">&#x2212;0.885 (0.510)</td>
<td align="center" valign="middle">0.018 (0.320)</td>
<td align="center" valign="top">&#x2212;0.045 (0.640)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>The data was analyzed within the follicular phase (estradiol concentrations increase to its maximum while the progesterone concentrations were low) and the luteal phase (progesterone concentration increased concomitantly with estradiol).</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="sec14">
<label>4</label>
<title>Discussion</title>
<p>This study set out with the aim of assessing the effect of fluctuating sex hormones on polysynaptic spinal circuits during quiescent state represented by the well-studied flexion reflex network in humans. Two paradigms employed in this study used stimulation profiles that selectively stimulate sensory fibers (<xref ref-type="bibr" rid="ref72">Veale et al., 1973</xref>) and target the polysynaptic spinal network mediated by sensory fibers (<xref ref-type="bibr" rid="ref57">Shahani, 1970</xref>). Our primary hypothesis was that the increase in estradiol concentration during the first half of the menstrual cycle would increase the magnitude of flexion reflex response and the increase in progesterone concentration during the second half would inhibit the effect of estradiol. Our results showed that the duration and RMS amplitude of the flexion reflex response were not modulated across the menstrual cycle. Contrary to our hypothesis, increases in estradiol concentrations from menses to the peri-ovulatory phase were not associated with the RMS amplitude of the flexion reflex. Interestingly, in the luteal phase, increases in the estradiol concentrations were associated with increases in the latency of flexion reflex.</p>
<sec id="sec15">
<label>4.1</label>
<title>Sex hormones and the flexion reflex pathway</title>
<p>The latencies of the reflex responses observed in this study were longer than 60&#x2009;ms, the natural separation time between the RII and RIII responses (<xref ref-type="bibr" rid="ref3">Andersen, 2007</xref>). Hence, the observed reflex response can be categorized as the RIII response mediated by A&#x03B4; fibers, although the stimulus intensities delivered to the participants were below the pain threshold. The A&#x03B4; fiber afferents mainly terminate in laminae I and II, where estrogen receptors (ER&#x03B1;, ER&#x03B2;, and G protein-coupled receptor 30) are present (<xref ref-type="bibr" rid="ref58">Shughrue et al., 1997</xref>; <xref ref-type="bibr" rid="ref71">VanderHorst et al., 2005</xref>; <xref ref-type="bibr" rid="ref65">Takanami et al., 2010</xref>). In an animal model, estrogen was shown to modulate nociceptive transmission (<xref ref-type="bibr" rid="ref38">Li et al., 2009</xref>). Specifically, ER&#x03B1; and ER&#x03B2; were shown to inhibit and enhance nociceptive transmission, respectively (<xref ref-type="bibr" rid="ref15">Coulombe et al., 2011</xref>). The invariant flexion reflex response during the follicular phase observed in this study may likely be due to the activation of both estrogen receptors, resulting in zero total effect of estradiol.</p>
<p>In the luteal phase, we observed a significant association between estradiol concentration and the latency of the reflex. Although the magnitude of the association is modest, it is tempting to speculate that with the increase in estradiol concentrations in the luteal phase the processing of flexion reflex may be involved to a more complex network when compared to the neuronal circuit at the follicular phase, prior to projection into the motor neuron (<xref ref-type="bibr" rid="ref1">Abraira and Ginty, 2013</xref>). The mechanism of estradiol&#x2019;s effect on the latency of the flexion reflex in the presence of background progesterone warrants further examination.</p>
<p>Given the lack of association between estradiol and the latency of the flexion reflex during the follicular phase, one could argue that the observed association between estradiol and latency during the luteal phase is likely facilitated by the presence of progesterone. Histological evidence from animal models indicates that progesterone receptors are present in the lamina IX of the spinal cord (<xref ref-type="bibr" rid="ref36">Labombarda et al., 2000</xref>), where motor neurons are located (<xref ref-type="bibr" rid="ref47">Osseward and Pfaff, 2019</xref>), likely modulating changes in the flexion reflex arc. The isolated neuronal effect of progesterone has been explored, for the most part, in cortical structures, specifically hippocampal neuron (<xref ref-type="bibr" rid="ref79">Woolley and McEwen, 1993</xref>; <xref ref-type="bibr" rid="ref76">Weiland and Orchinik, 1995</xref>; <xref ref-type="bibr" rid="ref19">Foy et al., 2010</xref>), with a primary effect in modulating the synaptic plasticity and regulation of GABA<sub>A</sub> receptors. In the spinal cord, results from the rodent models were restricted to the neuroinflammatory effect of progesterone and its role in neurodegeneration after trauma (<xref ref-type="bibr" rid="ref67">Thomas et al., 1999</xref>; <xref ref-type="bibr" rid="ref26">Gonzalez Deniselle et al., 2002</xref>). Specifically, progesterone has been shown to be neuroprotective through brain derived neurotrophic factor (BDNF) mRNA upregulation (<xref ref-type="bibr" rid="ref27">Gonz&#x00E1;lez et al., 2004</xref>; <xref ref-type="bibr" rid="ref16">De Nicola et al., 2006</xref>), downregulation of neuronal Na, K-ATPase regulatory subunits (<xref ref-type="bibr" rid="ref35">Labombarda et al., 2002</xref>), and promotion of myelin formation (<xref ref-type="bibr" rid="ref37">Labombarda et al., 2010</xref>). In a spinal cord injury animal model, progesterone was shown to prevent upregulation of N-methyl-D-aspartate receptor subunits, an important component that induces pain produced by tactile stimuli (<xref ref-type="bibr" rid="ref14">Coronel et al., 2011</xref>). Allopregnanolone, a progesterone metabolite, is also shown to increase neuroinhibitory effect by upregulation of GABA<sub>A</sub> receptors (<xref ref-type="bibr" rid="ref68">Twyman and Macdonald, 1992</xref>). It is unclear, however, what the underlying mechanism is for the interaction of progesterone with the function of estradiol at the level of the neural circuit.</p>
<p>There have been limited examinations on the synergistic effects of progesterone and estradiol on neuronal properties. Co-treatment of estradiol and progesterone was shown to reduce the BDNF levels in the hippocampus, while treatment with estradiol alone did not affect the levels of BDNF (<xref ref-type="bibr" rid="ref24">Gibbs, 1999</xref>). Co-treatment of estradiol and progesterone was also shown to significantly enhance voltage-gated calcium conductance in hippocampal pyramidal neurons (<xref ref-type="bibr" rid="ref30">Jo&#x00EB;ls and Karst, 1995</xref>). However, examinations in animal models on the probable estradiol-progesterone combined facilitatory effect on spinal neuronal networks are nonexistent. Correlative evidence seems to indicate that administration of progesterone on estrogen-primed animals is shown to facilitate lordosis (<xref ref-type="bibr" rid="ref77">Whalen, 1974</xref>; <xref ref-type="bibr" rid="ref33">Kow et al., 1979</xref>), a reflex response triggered by a touch stimulus (<xref ref-type="bibr" rid="ref34">Kow and Pfaff, 1976</xref>), possibly through upregulation of estrogen-inducible progesterone receptors (<xref ref-type="bibr" rid="ref44">Monks et al., 2001</xref>). Our <italic>in vivo</italic> data indicates that estradiol, with the presence of progesterone, may have a neurophysiologic effect at the spinal level, manifested by the finding that an increase in estradiol concentration in the luteal phase was associated with an increase of reflex latency. While the increase in estradiol concentration during the follicular phase was not associated with any reflex properties, a significant effect emerged during the luteal phase, as well as a trend toward significance for estradiol &#x00D7; progesterone effect. This finding may suggest the important role of progesterone in enhancing the effect of estradiol. This potential interaction warrants further examination.</p>
</sec>
<sec id="sec16">
<label>4.2</label>
<title>Clinical implication</title>
<p>It has been suggested the interneuron circuits involved in the flexion reflex are partly shared with the interneurons responsible for the central pattern generator for locomotion (<xref ref-type="bibr" rid="ref78">Windhorst, 2021</xref>). Specifically, the afferents in the glabrous skin of the foot have an important role in sensing the foot&#x2019;s contact with the ground and may contribute to standing balance and movement control (<xref ref-type="bibr" rid="ref31">Kennedy and Inglis, 2002</xref>). In disease states such as in spinal cord injury and traumatic brain injury, administration of estradiol and progesterone has been proposed as a potential therapeutic option (<xref ref-type="bibr" rid="ref80">Wright et al., 2007</xref>; <xref ref-type="bibr" rid="ref59">Shvetcov et al., 2023</xref>) due to their important role as neuroprotective agent and the reported recovery of locomotor function in animal models (<xref ref-type="bibr" rid="ref67">Thomas et al., 1999</xref>; <xref ref-type="bibr" rid="ref63">Sribnick et al., 2003</xref>).</p>
<p>Our findings on the effect of estradiol on the flexion reflex latency would likely have functional significance during states where estradiol concentration is higher than those observed during the natural menstrual cycle. Recall that our regression coefficient between estradiol (ng/ml) and reflex latency (ms) was estimated to be 0.23, leading to a functionally insignificant within-cycle change in latency of 0.092&#x2009;ms due to estradiol (a maximum change of 0.4&#x2009;ng/mL). However, these effects may be significant in the states where higher estradiol levels are expected. During pregnancy, for example, the estradiol level has been reported to reach 30&#x2009;ng/mL (<xref ref-type="bibr" rid="ref54">Schock et al., 2016</xref>), leading to a probable change of a latency up to 7&#x2009;ms during this state. The functional significance in the latency change of this magnitude is still under debate. However, in the context of a pathological state, it has been shown that individuals with chronic ankle instability expressed a 7&#x2009;ms difference in TA latency between the affected and unaffected sides in response to perturbation (<xref ref-type="bibr" rid="ref62">Sousa et al., 2019</xref>). Hence, our results may provide a basis for future examinations in physiological states in which the estradiol concentration is significantly higher than the average change observed during the menstrual cycle.</p>
</sec>
<sec id="sec17">
<label>4.3</label>
<title>Methodological consideration</title>
<p>While the findings in this study contribute in several ways to our understanding of the effect of sex hormones on polysynaptic reflex networks, these results are limited to healthy pre-menopausal women and may need to be examined in females with neurological injuries (for example, spinal cord injury). In addition, the complex interactions between sex hormones, and other reproduction-associated hormones (luteinizing hormone, follicle-stimulating hormone, relaxin), and neurotransmitters, such as glutamate, serotonin, and dopamine (<xref ref-type="bibr" rid="ref6">Barth et al., 2015</xref>) were not considered in this study. Both animal and human studies have shown that the interneurons involved in the nociceptive component of the flexion reflex (RIII response) are modulated by dopaminergic, cholinergic and GABAergic neural transmission (<xref ref-type="bibr" rid="ref43">Mondrup and Pedersen, 1984</xref>; <xref ref-type="bibr" rid="ref52">Sandrini et al., 1986b</xref>; <xref ref-type="bibr" rid="ref12">Clemens and Hochman, 2004</xref>; <xref ref-type="bibr" rid="ref22">Gerdelat-Mas et al., 2007</xref>). It is likely that during the luteal phase, the observed estradiol-mediated latency changes of flexion reflex may be attributed to the changes in neurotransmitters. In addition, and despite of the reported conflicting findings, a state of anxiety may modulate the nociceptive component of flexion reflex (RIII response) (<xref ref-type="bibr" rid="ref21">French et al., 2005</xref>). In this study, multiple ways were implemented to minimize participants&#x2019; anxiety during testing. Participants were instructed to choose a comfortable position for their head and arms, fully relax and remain awake, and their muscle activation levels were monitored by the investigators. In addition, the testing was conducted in a quiet examination room with dim lighting. However, future examination incorporating measures of anxiety, such a questionnaire, and heart rate or skin conduction rate monitoring, may be required.</p>
<p>To our knowledge, this is the first study to investigate the neuromodulatory effect of sex hormones specifically on the polysynaptic spinal network activated by innocuous stimulation of sensory fibers on the sole of the foot and the posterior tibial nerve. Together with supraspinal commands, external inputs such as LTMR, and internal inputs from muscle spindles and the Golgi tendon organ, the sensation of pain constructs a sensory feedback circuit in the spinal cord and plays important roles in the control of motor neuron activation (<xref ref-type="bibr" rid="ref8">B&#x00F6;hm and Wyart, 2016</xref>). Acute modulation of the sex hormones may alter the polysynaptic spinal circuit and may have implication for the restoration of motor function.</p>
</sec>
</sec>
<sec sec-type="data-availability" id="sec18">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="author-contributions" id="sec19">
<title>Author contributions</title>
<p>SS: Data curation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Investigation. Y-CC: Data curation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Investigation. YD: Conceptualization, Funding acquisition, Methodology, Resources, Supervision, Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec20">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was supported by the National Institute of Arthritis and Musculoskeletal and Skin Diseases (1R01AR069176-01A1).</p>
</sec>
<ack>
<p>The authors would like to thank all the subjects for their participation in the study.</p>
</ack>
<sec sec-type="COI-statement" id="sec21">
<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="sec100" 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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