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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychol.</journal-id>
<journal-title>Frontiers in Psychology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychol.</abbrev-journal-title>
<issn pub-type="epub">1664-1078</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyg.2021.788027</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The Clamping of End-Tidal Carbon Dioxide Does Not Influence Cognitive Function Performance During Moderate Hyperthermia With or Without Skin Temperature Manipulation</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Schultz Martins</surname>
<given-names>Ricardo</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="fn1" ref-type="author-notes"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wallace</surname>
<given-names>Phillip J.</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="fn1" ref-type="author-notes"><sup>&#x2020;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1544962/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Steele</surname>
<given-names>Scott W.</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Scott</surname>
<given-names>Jake S.</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Taber</surname>
<given-names>Michael J.</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hartley</surname>
<given-names>Geoffrey L.</given-names>
</name>
<xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Cheung</surname>
<given-names>Stephen S.</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/79672/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Environmental Ergonomics Laboratory, Department of Kinesiology, Brock University</institution>, <addr-line>St. Catharines, ON</addr-line>, <country>Canada</country></aff>
<aff id="aff2"><sup>2</sup><institution>N<sup>2</sup>M Consulting Inc.</institution>, <addr-line>St. Catharines, ON</addr-line>, <country>Canada</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Physical and Health Education, Nipissing University</institution>, <addr-line>North Bay, ON</addr-line>, <country>Canada</country></aff>
<author-notes>
<fn id="fn1" fn-type="edited-by">
<p>Edited by: Antonio Hern&#x00E1;ndez-Mendo, University of Malaga, Spain</p>
</fn>
<fn id="fn2" fn-type="edited-by">
<p>Reviewed by: Tomomi Fujimoto, Niigata University of Health and Welfare, Japan; Jose Mar&#x00ED;a Carames Tejedor, University of Edinburgh, United Kingdom</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Stephen S. Cheung, <email>scheung@brocku.ca</email></corresp>
<fn id="fn3" fn-type="equal">
<p><sup>&#x2020;</sup>These authors have contributed equally to this work and share first authorship</p>
</fn>
<fn id="fn4" fn-type="other">
<p>This article was submitted to Movement Science and Sport Psychology, a section of the journal Frontiers in Psychology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>12</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>788027</elocation-id>
<history>
<date date-type="received">
<day>01</day>
<month>10</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>11</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Schultz Martins, Wallace, Steele, Scott, Taber, Hartley and Cheung.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Schultz Martins, Wallace, Steele, Scott, Taber, Hartley and Cheung</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>Increases in body temperature from heat stress (i.e., hyperthermia) generally impairs cognitive function across a range of domains and complexities, but the relative contribution from skin versus core temperature changes remains unclear. Hyperthermia also elicits a hyperventilatory response that decreases the partial pressure of end-tidal carbon dioxide (P<sub>et</sub>CO<sub>2</sub>) and subsequently cerebral blood flow that may influence cognitive function. We studied the role of skin and core temperature along with P<sub>et</sub>CO<sub>2</sub> on cognitive function across a range of domains. Eleven males completed a randomized, single-blinded protocol consisting of poikilocapnia (POIKI, no P<sub>et</sub>CO<sub>2</sub> control) or isocapnia (ISO, P<sub>et</sub>CO<sub>2</sub> maintained at baseline levels) during passive heating using a water-perfused suit (water temperature&#x2009;~&#x2009;49&#x00B0;C) while middle cerebral artery velocity (MCA<sub>v</sub>) was measured continuously as an index of cerebral blood flow. Cognitive testing was completed at baseline, neutral core-hot skin (37.0&#x2009;&#x00B1;&#x2009;0.2&#x00B0;C-37.4&#x2009;&#x00B1;&#x2009;0.3&#x00B0;C), hot core-hot skin (38.6&#x2009;&#x00B1;&#x2009;0.3&#x00B0;C-38.7&#x2009;&#x00B1;&#x2009;0.2&#x00B0;C), and hot core-cooled skin (38.5&#x2009;&#x00B1;&#x2009;0.3&#x00B0;C-34.7&#x2009;&#x00B1;&#x2009;0.6&#x00B0;C). The cognitive test battery consisted of a detection task (psychomotor processing), 2-back task (working memory), set-shifting and Groton Maze Learning Task (executive function). At hot core-hot skin, poikilocapnia led to significant (both <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) decreases in P<sub>et</sub>CO<sub>2</sub> (&#x2206;&#x2212;21%) and MCA<sub>v</sub> (&#x2206;&#x2212;26%) from baseline, while isocapnia clamped P<sub>et</sub>CO<sub>2</sub> (&#x2206;&#x2009;+&#x2009;4% from baseline) leading to a significantly (<italic>p</italic>&#x2009;=&#x2009;0.023) higher MCA<sub>v</sub> (&#x2206;&#x2212;18% from baseline) compared to poikilocapnia. There were no significant differences in errors made on any task (all <italic>p</italic>&#x2009;&#x003E;&#x2009;0.05) irrespective of skin temperature or P<sub>et</sub>CO<sub>2</sub> manipulation. We conclude that neither skin temperature nor P<sub>et</sub>CO<sub>2</sub> maintenance significantly alter cognitive function during passive hyperthermia.</p>
</abstract>
<kwd-group>
<kwd>passive hyperthermia</kwd>
<kwd>cognitive function</kwd>
<kwd>isocapnia</kwd>
<kwd>end-tidal carbon dioxide</kwd>
<kwd>clamping</kwd>
<kwd>middle cerebral artery velocity</kwd>
<kwd>executive function</kwd>
<kwd>working memory</kwd>
</kwd-group>
<contract-sponsor id="cn1">Natural Science and Engineering Research Council</contract-sponsor>
<contract-sponsor id="cn2">Natural Science and Engineering Research Council</contract-sponsor>
<counts>
<fig-count count="3"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="46"/>
<page-count count="12"/>
<word-count count="9362"/>
</counts>
</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro">
<title>Introduction</title>
<p>Elevations in core temperature (i.e., hyperthermia) increases physiological (e.g., cardiovascular, metabolic), psychological (e.g., thermal discomfort), and neurological (e.g., central processing) strain relative to thermoneutral environments and can lead to impairments in cognitive function (<xref ref-type="bibr" rid="ref16">Hancock et al., 2007</xref>; <xref ref-type="bibr" rid="ref31">Taylor et al., 2016</xref>; <xref ref-type="bibr" rid="ref29">Schmit et al., 2017</xref>). Thermal stress is proposed to induce an inverted-U response with cognitive function, where either heating or cooling beyond a narrow optimal range causes a progressive impairment (<xref ref-type="bibr" rid="ref17">Hancock and Vasmatzidis, 1998</xref>; <xref ref-type="bibr" rid="ref21">Liu et al., 2013</xref>). The magnitude of impairment from thermal stress may also be task-dependent, where higher-order cognitive tasks (e.g., executive function, vigilance, working memory) or those requiring motor coordination are more vulnerable to impairment compared to where simple task performance (e.g., psychomotor processing) (<xref ref-type="bibr" rid="ref14">Gaoua et al., 2011</xref>; <xref ref-type="bibr" rid="ref23">Piil et al., 2017</xref>).</p>
<p>Cognitive changes may happen well before major changes in whole-body temperature, as changes in skin temperature may alter arousal or distraction, or increase cognitive workload through dual-tasking between performing the cognitive task and increasing effort from monitoring of thermal state and discomfort (<xref ref-type="bibr" rid="ref16">Hancock et al., 2007</xref>). With heat stress, higher skin temperature with no or just minor elevations in core temperature increased thermal perception and discomfort, along with eliciting more errors (<xref ref-type="bibr" rid="ref39">Gaoua et al., 2012</xref>) and slower reaction times (<xref ref-type="bibr" rid="ref41">Malcolm et al., 2018</xref>) on executive function tasks. Skin cooling has been shown to increase variability in detection time during prolonged vigilance tasks almost immediately upon cold water immersion, with no further decrement upon either &#x2212;0.5&#x00B0;C or&#x2009;&#x2212;&#x2009;1.0&#x00B0;C rectal temperature decrease (<xref ref-type="bibr" rid="ref9">Cheung et al., 2007</xref>). However, high levels of expertise may offset impairment from cold skin or core, as a military simulation of vigilance did not report any decrements over nearly 3&#x2009;h of cold exposure (0&#x00B0;C air in addition to 5&#x00B0;C water circulating through a water-perfused suit) compared to thermoneutral (22&#x00B0;C air) in trained soldiers (<xref ref-type="bibr" rid="ref32">Tikuisis and Keefe, 2007</xref>). Overall, the lack of consensus about temperature effects on cognitive function may arise from a lack of control and isolation of skin versus core temperature changes. Based on the potential influence of skin temperature as an independent factor, it is of interest to tease out the relative contribution of skin versus core temperature influences on cognitive function across a range of task domains and complexities.</p>
<p>Another potential mechanism influencing cognitive function during heat stress is changes in arterial CO<sub>2</sub>, as hyperthermic hypocapnia (reduced CO<sub>2</sub>) increases cerebrovascular resistance and decreases cerebral blood flow (CBF; <xref ref-type="bibr" rid="ref1">Ainslie et al., 2005</xref>; <xref ref-type="bibr" rid="ref3">Al-Khazraji et al., 2019</xref>). In thermoneutral environments, hyperventilation-induced hypocapnia impaired executive function (Stroop task) through slowed reaction time and increased error rate (<xref ref-type="bibr" rid="ref34">Van Diest et al., 2000</xref>), while clamping of end-tidal carbon dioxide (P<sub>et</sub>CO<sub>2</sub>) to eucapnic levels during hypoxic stress (isocapnic hypoxia) countered impairments in psychomotor processing reaction time due to hypoxia-induced hypocapnia (<xref ref-type="bibr" rid="ref12">Friend et al., 2019</xref>). However, countering hyperventilatory-induced hypocapnia during high-intensity exercise (~80% peak maximal oxygen consumption) through the maintenance of P<sub>et</sub>CO<sub>2</sub> and middle cerebral artery velocity (MCA<sub>v</sub>) did not prevent declines in executive function performance (inhibitory control and spatial working memory; <xref ref-type="bibr" rid="ref20">Komiyama et al., 2019</xref>). <xref ref-type="bibr" rid="ref15">Gibbons et al. (2020)</xref> reported that maintaining P<sub>et</sub>CO<sub>2</sub> at eucapnic levels during passive hyperthermia (&#x2206;&#x2009;+&#x2009;1.5&#x00B0;C in T<sub>core</sub>) did not affect changes in reaction time on a simple psychomotor and inhibition task (<xref ref-type="bibr" rid="ref15">Gibbons et al., 2020</xref>). However, it remains unknown if manipulating P<sub>et</sub>CO<sub>2</sub> influences higher-order cognitive tasks (executive function, working memory) during passive heat exposure.</p>
<p>The purpose of this study was to investigate the role of skin versus core temperature with passive hyperthermia on cognitive function. This was done by eliciting four distinct thermal states: baseline (BASE, neutral core and skin), Neutral Core&#x2013;Hot Skin (NC-HS), Hot Core&#x2013;Hot Skin (HC-HS), and Hot Core&#x2013;Cooled Skin (HC-CS). To isolate the potential confounding role of end-tidal carbon dioxide due to hyperthermic hyperventilation, trials were performed under poikilocapnia (no P<sub>et</sub>CO<sub>2</sub> manipulation) or with isocapnia (maintenance of P<sub>et</sub>CO<sub>2</sub> at eucapnic levels). We hypothesized that (i) cognitive performance would be impaired with moderate hyperthermia and predominantly driven by skin rather than core temperature, (ii) cognitive decrements would be greater in poikilocapnia than isocapnia due to a hyperthermia-induced hypocapnia.</p>
</sec>
<sec id="sec2" sec-type="materials|methods">
<title>Materials and Methods</title>
<p>The experimental protocol was approved by the Bioscience Research Ethics Board at Brock University (REB 17&#x2013;385) and conformed to the latest revision of the <italic>Declaration of Helsinki</italic>. Eleven healthy male volunteers (for participant characteristics see <xref rid="tab1" ref-type="table">Table 1</xref>), who were free from cardiovascular, respiratory, and neurological disorders were recruited from the university and community population; all participants were screened by a physician and then provided informed written consent.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>The mean (&#x00B1; SD) participant (<italic>n</italic>&#x2009;=&#x2009;11) characteristics collected during the preliminary assessment.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Characteristic</th>
<th align="left" valign="top">Results (mean (&#x00B1; SD))</th>
</tr>
</thead>
<tbody>
<tr>
<td align="char" valign="top" char=".">Age (years)</td>
<td align="char" valign="top" char="&#x00B1;">23 &#x00B1; 2.4</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Mass (kg)</td>
<td align="char" valign="top" char="&#x00B1;">76.2 &#x00B1; 9.9</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Height (cm)</td>
<td align="char" valign="top" char="&#x00B1;">177.5 &#x00B1; 5.8</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Body Fat (%)</td>
<td align="char" valign="top" char="&#x00B1;">11.2 &#x00B1; 6.4</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Peak oxygen consumption (ml&#x00B7;kg<sup>&#x2212;1</sup>&#x00B7;min<sup>&#x2212;1</sup>)</td>
<td align="char" valign="top" char="&#x00B1;">47.0 &#x00B1; 5.7</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Cerebrovascular reactivity (cm&#x00B7;s<sup>&#x2212;1</sup>&#x00B7;mmHg<sup>&#x2212;1</sup>)</td>
<td align="char" valign="top" char="&#x00B1;">1.33 &#x00B1; 0.24</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Cognitive Failure Questionnaire Score (0&#x2013;100)</td>
<td align="char" valign="top" char="&#x00B1;">23.0 &#x00B1; 6.5</td>
</tr>
</tbody>
</table>
</table-wrap>
<sec id="sec3">
<title>Experimental Design</title>
<p>The experiment implemented a randomized crossover design consisting of a familiarization trial and 2 experimental trials (<xref rid="fig1" ref-type="fig">Figure 1</xref>, see details below). Experimental trials were separated by at least one week to reduce the potential for heat acclimation and were performed at the same time of day for each participant to control for circadian fluctuations in core temperature. Participants were instructed to avoid vigorous exercise and alcohol consumption for 24&#x2009;h, caffeine for 12&#x2009;h prior to each experimental session, and to follow their typical meal and hydration practices 24&#x2009;h prior to each session. Randomization was performed online (<ext-link xlink:href="http://random.org" ext-link-type="uri">random.org</ext-link>) and participants were blinded to the trial type being performed.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Schematic of experimental protocol. At each experimental time-point, participant&#x2019;s blood pressure was measured followed by performing the CTB. Body mass was recorded pre and post trial. Urine specific gravity was measured pre trial. Created with <ext-link xlink:href="https://BioRender.com" ext-link-type="uri">BioRender.com</ext-link>.</p>
</caption>
<graphic xlink:href="fpsyg-12-788027-g001.tif"/>
</fig>
</sec>
<sec id="sec4">
<title>Familiarization Trial</title>
<p>Upon arrival to the laboratory, anthropometric measurements (height, mass) and body fat percentage (calculated using the 7-site skinfold technique) were recorded. Participants then completed the Cognitive Failure Questionnaire, which is a 25-item questionnaire that is a self-evaluative measure of general fluid intelligence and related to four factors of absentmindness (memory, distractibility, blunders, and names; <xref ref-type="bibr" rid="ref5">Broadbent et al., 1982</xref>) where total scores can range between 0 to 100 and the average score is between 19 and 35. Participants were excluded from the study if their score was &#x2265;45, as this score indicates considerable difficulties in completing tasks that require vigilance and may be easily distracted, which could potentially influence the cognitive function data. Of 12 participants initially recruited, one was excluded based on Cognitive Failure Questionnaire score and did not perform the experimental assessments. Next, cerebrovascular reactivity to CO<sub>2</sub> was assessed through using a custom-built end-tidal forcing system. The cerebrovascular reactivity assessment protocol comprised a 5-min baseline (eucapnia), a subsequent 5-min at hypercapnia (+10 mmHg from eucapnia) followed by 5-min at hypocapnia (&#x2212;10&#x2009;mmHg from eucapnia), where reactivity was determined by the change in CBF per change in P<sub>et</sub>CO<sub>2</sub>. Next, participants performed a cognitive test battery (CTB; see details below) in a thermoneutral environment (~22&#x00B0;C, 30% RH) for a total of 3 times to reduce the possibility of a learning effect from repeated exposures (<xref ref-type="bibr" rid="ref36">Wallace et al., 2017</xref>, <xref ref-type="bibr" rid="ref35">2021</xref>). Lastly, an incremental test to exhaustion was performed on a cycle ergometer (Velotron, RacerMate Inc., United States) to determine peak oxygen consumption. The test began with a standardized 5-min warm-up at 100&#x2009;W, followed by workload increase of 25&#x2009;W each minute until exhaustion. Peak oxygen consumption was defined as the highest 30-s value measured breath by breath from expired gases collected through a soft silicone facemask connected to an online gas collection system.</p>
</sec>
<sec id="sec5">
<title>Thermal Manipulations</title>
<p>Upon arrival, participants voided their bladder and nude body mass (kg) was recorded. A sample of the urine was tested for urine specific gravity (PAL-10S, Atago, Japan) to determine hydration status. Participants were considered euhydrated if USG was &#x2264;1.020, or else the test was rescheduled (ultimately, no trials were rescheduled from hypohydration). Participants were then instrumented and fitted with a two-piece liquid conditioning garment (BCS 4 Cooling System, Med Eng, Canada) consisting of 1/8&#x2033; diameter Tygon tubing sewn into a stretchable jacket and pant; the head, hands and feet uncovered. Participants then rested in a semi-recumbent seated position (~5-min) and a baseline measure of P<sub>et</sub>CO<sub>2</sub> was recorded. Next participants performed the BASE measure of the CTB (see details below) in a thermoneutral room (~22&#x00B0;C, 30% RH) with no temperature manipulation. Following BASE, participants were fitted with a polyvinyl rain suit and thermal blanket over the liquid conditioning garment with the hands and head uncovered to minimize evaporative heat loss for the rest of the heating protocol.</p>
<p>Similar to a previous study (<xref ref-type="bibr" rid="ref35">Wallace et al., 2021</xref>), four time-points were tested manipulating both physiological and perceptual thermal strain (<xref rid="fig2" ref-type="fig">Figure 2</xref>). The first time-point was BASE where no temperature manipulation occurred. Next, to delineate the sensory displeasure of hot skin separate from increases in core temperature, ~49.0&#x00B0;C water was circulated at 2.5&#x2009;l&#x00B7;min<sup>&#x2212;1</sup> through the liquid cooling garment and the next CTB was performed once a mean skin temperature (<inline-formula>
<mml:math id="M1">
<mml:mrow>
<mml:msub>
<mml:mover accent="true">
<mml:mi mathvariant="normal">T</mml:mi>
<mml:mo>¯</mml:mo>
</mml:mover>
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<mml:mi mathvariant="normal">skin</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
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</inline-formula>) of ~37.0&#x00B0;C was achieved, creating the NC-HS time-point. To test the effects of hyperthermia on cognitive performance, passive heat stress was continued until there was a rise in rectal temperature by ~&#x2206;&#x2009;+&#x2009;1.5&#x00B0;C creating a HC-HS time-point; a &#x2206;&#x2009;+&#x2009;1.5&#x00B0;C change in T<sub>re</sub> was used to ensure a sufficient thermal strain to induce a hyperventilatory hypocapnia response. Additionally, based on pilot work and unpublished reports, our passive heating protocol has interindividual variability in thermal tolerance &#x003E;38.5&#x00B0;C and led to alterations in ventilatory breathing patterns causing difficulties to clamp P<sub>et</sub>CO<sub>2</sub>. Therefore, a &#x2206;&#x2009;+&#x2009;1.5&#x00B0;C ensured thermal tolerance between all participants and allowed for better control of P<sub>et</sub>CO<sub>2</sub> using the end-tidal forcing system. Lastly, upon completion of the CTB, to test the effects of hyperthermia without sensory displeasure of hot skin, ~15&#x2013;20&#x00B0;C water was circulated through the liquid conditioning garment until <inline-formula>
<mml:math id="M2">
<mml:mrow>
<mml:msub>
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<mml:mi mathvariant="normal">T</mml:mi>
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</inline-formula> of 35.5&#x00B0;C while minimizing changes in core temperature, creating the HC-CS time-point.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Ventilation [<inline-formula>
<mml:math id="M3">
<mml:mrow>
<mml:msub>
<mml:mover accent="true">
<mml:mi>V</mml:mi>
<mml:mo>&#x02D9;</mml:mo>
</mml:mover>
<mml:mi>I</mml:mi>
</mml:msub>
<mml:mo>;</mml:mo>
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</inline-formula> Panel <bold>(A)</bold>], Breath Frequency [<inline-formula>
<mml:math id="M4">
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<mml:msub>
<mml:mover accent="true">
<mml:mi>f</mml:mi>
<mml:mo>&#x02D9;</mml:mo>
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<mml:mo>;</mml:mo>
</mml:mrow>
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</inline-formula> Panel <bold>(B)</bold>], Partial Pressure of End Tidal Carbon Dioxide [P<sub>et</sub>CO<sub>2</sub>; Panel <bold>(C)</bold>], and Middle Cerebral Artery Velocity [MCA<sub>v</sub>; Panel <bold>(D)</bold>] responses (presented as mean&#x2009;&#x00B1;&#x2009;SD) for the four experimental time-points. For significant time-point effects (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05), significant (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05) Bonferroni pairwise comparisons can be interpreted as: a significantly different from BASE, b significantly different from NC-HS, c significantly different from HC-HS, d significantly different from HC-CS. For condition effects, &#x002A; indicates significant (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) differences between ISO and POIKI at that specific time-point.</p>
</caption>
<graphic xlink:href="fpsyg-12-788027-g002.tif"/>
</fig>
</sec>
<sec id="sec6">
<title>P<sub>et</sub>CO<sub>2</sub> Manipulations</title>
<p>To determine the role of P<sub>et</sub>CO<sub>2</sub> on cognitive function during passive heat stress, participants performed identical experimental trials that differed only based on inspired gas manipulation: i) a poikilocapnic (POIKI) condition where P<sub>et</sub>CO<sub>2</sub> was recorded but not manipulated; and ii) an isocapnic (ISO) condition where P<sub>et</sub>CO<sub>2</sub> was clamped to eucapnic levels determined at BASE. Participants were fitted with a soft silicone facemask (Hans Rudolph, United States) attached to a T-shaped two-way non-rebreathing valve connected to an online gas collection system (ML206 Gas Analyzer, AD Instruments; United States). Measures of inspired ventilation (<inline-formula>
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</inline-formula> L&#x00B7;min<sup>&#x2212;1</sup>) and breathing frequency (<inline-formula>
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</inline-formula> breaths&#x00B7;min<sup>&#x2212;1</sup>), were measured using a pneumotach. Inspired and expired fractions of CO<sub>2</sub> were sampled at 1&#x2009;kHz to determine breath-by-breath P<sub>et</sub>CO<sub>2</sub> and were sampled through nafion tubing in a desiccant-packed drying chamber at a flow rate of 200&#x2009;ml&#x00B7;min<sup>&#x2212;1</sup>. A custom built end-tidal forcing system (for details see: <xref ref-type="bibr" rid="ref18">Hartley et al., 2016</xref>) was used to manipulate P<sub>et</sub>CO<sub>2</sub> throughout the experimental trials by manipulating inspired CO<sub>2</sub> concentration to &#x2018;force&#x2019; P<sub>et</sub>CO<sub>2</sub> towards the desired value. Gas concentrations were controlled through solenoid valves which independently controlled gas flow from cylinders of compressed medical grade breathing air (20.93% oxygen, 0.03% CO<sub>2</sub>, balance nitrogen), and 100% CO<sub>2</sub>. Inspired air volumes were delivered to an air reservoir (~5&#x2009;l) <italic>via</italic> a humidification chamber (~500&#x2009;ml). Both temperature and humidity of the gas was regulated to replicate ambient room conditions through the end-tidal forcing system.</p>
<p>As a separate quality control for determining the accuracy and signal drift of our gas analyzer over the course of the experimental duration, CO<sub>2</sub>% and ventilation volume were tested every 60-min over a 180-min period on one participant under thermoneutral conditions using ventilation rates of 10&#x2013;20&#x2009;l&#x00B7;min<sup>&#x2212;1</sup>. The average CO<sub>2</sub> signal drift was &#x2206;&#x2009;+&#x2009;0.01&#x2009;&#x00B1;&#x2009;0.01% CO<sub>2</sub> compared to room air, &#x2206;&#x2013;0.01&#x2009;&#x00B1;&#x2009;0.01% CO<sub>2</sub> compared to the calibration gas, and volume was &#x2206;&#x2009;+&#x2009;0.01&#x2009;&#x00B1;&#x2009;0.025&#x2009;l over the 180-min period. Overall, minimal CO<sub>2</sub> signal drift over the course of the experimental trials (&#x003C; 3&#x2009;h in duration) ensuring accuracy of the end-tidal forcing system in clamping P<sub>et</sub>CO<sub>2</sub> throughout the experimental protocol.</p>
</sec>
<sec id="sec7">
<title>Instrumentation</title>
<p>Before the commencement of BASE, participants were instrumented with a flexible thermistor (Mon-A-Therm Core, Mallinkrodt Medical, United States), self-inserted 15&#x2009;cm beyond the anal sphincter to measure rectal temperature (T<sub>re</sub>) sampled at 4&#x2009;Hz. Four thermocouples (VC-T-24-190 Omega Environmental Inc., Canada) were used to determine weighted <inline-formula>
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</inline-formula> at four sites defined as <inline-formula>
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</inline-formula> on the right side of the body sampled at 4&#x2009;Hz. Heart rate was calculated using R-R intervals using a standard three-lead electrocardiogram (MLA2340, AD Instruments; United States). Bi-lateral middle cerebral artery velocity (MCA<sub>v</sub>) was assessed using a 2&#x2009;MHz pulsed transcranial Doppler ultrasound system (Doppler-Box, Compumedics GmbH, Germany). The probes were positioned over the temporal window and were held in place using a secure and comfortable head frame (M600 Headframe, Spencer Technologies, United States). To identify and optimize signals, positioning of the probes were determined by using techniques described by <xref ref-type="bibr" rid="ref37">Willie et al. (2011)</xref>. Data was visually inspected and removed, <italic>post-hoc</italic>, if significant artifacts were detected (e.g., movement during CTB) or poor signal waveform quality. Systolic blood pressure (SBP) and diastolic blood pressure (DBP) were taken from a manual sphygmomanometer (Aneroid Sphygmomanometer, Welch Allyn Hillrom, United States) on their left arm by the same experienced researcher before the CTB at each time-point. Mean arterial pressure (MAP) was calculated as: <inline-formula>
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<mml:mrow>
<mml:mi>M</mml:mi>
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</inline-formula>. All physiological data (except MAP) were continuously sampled throughout the experiment and are the average over the course of the entire CTB. Subjective assessments of the environmental conditions were assessed using a 1&#x2013;4 scale to measure thermal comfort and a 1&#x2013;7 scale for thermal sensation (<xref ref-type="bibr" rid="ref13">Gagge et al., 1967</xref>) and were collected upon the completion of the CTB at BASE, NC-HS, HC-HS, and HC-CS.</p>
</sec>
<sec id="sec8">
<title>Cognitive Assessment</title>
<p>To measure progressive changes in cognitive performance, a&#x2009;~&#x2009;12-15 min customized CTB (CogState, United States) was performed at BASE, NC-HS, HC-HS, and HC-CS. This customized CTB focused on the assessment of executive function and working memory. Executive function is an umbrella term for a collection of higher-order cognitive processes and is the ability to plan and execute behavior while being able to dynamically update goals, store and acquire information in working memory, switch among tasks, inhibit behaviors, process errors and being able to perform these behaviors in changing environments (<xref ref-type="bibr" rid="ref22">McCabe et al., 2010</xref>). Multiple tested were chosen to encapsulate different components of executive function in order to determine potential task-dependent changes in cognitive function. The CTB consisted of a Groton Maze Learning Task (GMLT), a detection task, a two-back task, a set-shifting task, and a GMLT recall task. The order of the tasks was identical CTB was performed. However, the stimuli in each task was randomized to ensure similar task difficulty each time the CTB was performed. For each task, participants were instructed to respond as quickly and accurately as they could.</p>
<p>The GMLT is a touch screen-based test that measures executive function through error detection and spatial memory. The test consists of a hidden 28-step pathway on a 10 &#x00D7; 10 grid of squares. A blue tile on the top left corner of the screen indicates the starting location while a red circle on the bottom right indicates the finish location. The GMLT is performed five times per test and is randomized and matched for difficulty on every trial assessment to minimize learning effects. Performance changes were measured for the total duration (s) and total number of errors (#) measured during the five-block period and for the last maze (GMLT 5). A GMLT recall test (GLMT&#x2013;Recall) was performed at the end of each CTB, which required the participant to recall the same hidden pathway from the initial five-block period. The total testing period took ~5&#x2013;7-min.</p>
<p>A detection task was used to test psychomotor reaction time. A face down card was presented on the screen and the participant was required to press a key as soon as the card was turned over. This process continued until the task is completed with 35 cards being presented with a 2&#x2009;s interval in between. Performance was measured for speed (mean of the log10 transformed reaction times for correct responses) and for total number of errors (#). The task required ~2-min to complete.</p>
<p>A 2-back test was used to measure of attention and visual working memory. This test required the participant to determine if the card being presented is identical to the card presented two cards ago. There was a total of 48 cards presented and the participant could select either &#x201C;yes&#x201D; or &#x201C;no&#x201D; for each card. Performance for this task was measured for speed of processing (mean of the log<sub>10</sub> transformed reaction times for correct responses) and total number of errors (#). The task required ~2-min to complete.</p>
<p>A set-shifting task was used measure of cognitive flexibility. In this test, the participant was asked to answer the question &#x201C;is this the target card?.&#x201D; The participant was presented with a playing card in the center of the screen with either the word &#x201C;number&#x201D; or &#x201C;colour&#x201D; above it and had to select &#x201C;yes&#x201D; or &#x201C;no.&#x201D; The only feedback presented to the participant was that the next card would not be displayed until the correct response is made. The target card changes throughout the test which could be either from one colour to the other (i.e., from a red target card to a black target card or intra-dimensional shift) or from &#x201C;colour&#x201D; to &#x201C;number&#x201D; (i.e., from a red target card to a number two target card or extra-dimensional shift). The participant was not told when these changes occurred and needed to re-learn the new target card to continue with the test. Performance was measured based on speed of processing (mean of the log<sub>10</sub> transformed reaction times for correct responses) and total number of errors (#). The task required ~3-min to complete.</p>
</sec>
<sec id="sec9">
<title>Statistical Analyses</title>
<p>All continuous variable data are presented as the mean&#x2009;&#x00B1;&#x2009;SD averaged over each time-point while completing the CTB. All physiological and cognitive variables were analyzed using separate condition (ISO vs. POIKI) x time-point (BASE, NC-HS, HC-HS, HC-CS) repeated measures ANOVAs. If data violated sphericity (Mauchley&#x2019;s test, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) the Greenhouse&#x2013;Geisser was used. A Bonferroni <italic>post-hoc</italic> analysis was used to test significant timepoint main effects. Pre and Post body mass was assessed using a condition (ISO x POIKI) by time (PRE x POST) repeated measures ANOVA. If a significant condition x timepoint interaction was calculation, paired sample <italic>t</italic> tests were used to test the main effects at specific time-points (e.g., BASE vs. BASE) to determine if there was a condition effect. To reduce the likelihood of Type I error due to multiple comparison, the &#x03B1; value was revised based on number comparisons (2, i.e., HC-HS POIKI verus HC-HS ISO), therefore <italic>p</italic>&#x2009;=&#x2009;0.025 for paired samples <italic>t</italic> test comparisons.</p>
<p>All ordinal data (Thermal Comfort, Thermal Sensation) is presented as the median (quartiles 1 and 3) and were analyzed using separate condition (ISO vs. POIKI) x time-point (BASE, NC-HS, HC-HS, HC-CS) repeated measures ANOVAs, with a Wilcoxon signed-rank test used to compare at specific time points if a condition effect was present. All analyses were performed using IBM SPSS Statistics for Windows (version 26.0; IBM Corp., Armonk, N.Y., United States).</p>
</sec>
</sec>
<sec id="sec10" sec-type="results">
<title>Results</title>
<sec id="sec11">
<title>Experimental Manipulation</title>
<p>The experimental design was successful in creating four distinct temperature and perceptual time-points (<xref rid="tab2" ref-type="table">Table 2</xref>). There was a time-point effect for T<sub>re</sub> (<xref rid="tab2" ref-type="table">Table 2</xref>; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;1.00), where pairwise comparisons determined T<sub>re</sub> was significantly higher in the HC-HS and HC-CS compared to BASE and NC-HS (all <italic>p</italic>&#x2009;&#x2264;&#x2009;0.001). Pairwise comparisons demonstrated no differences in T<sub>re</sub> between BASE and NC-HS (<italic>p</italic>&#x2009;=&#x2009;1.00), but a significant difference compared to either HC-HS and HC-CS (both <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05). There was a significant conditon effect (<italic>p</italic>&#x2009;=&#x2009;0.014, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.766) and time-point effect for T&#x0305;<sub>skin</sub> (<xref rid="tab2" ref-type="table">Table 2</xref>; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;1.00), where <inline-formula>
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</inline-formula> was significantly different at all time-points (all <italic>p</italic>&#x2009;&#x2264;&#x2009;0.001). There was a significant timepoint effect for Thermal Comfort (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.001, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;1.00); where NC-HS (<italic>p</italic>&#x2009;=&#x2009;0.001) HC-HS (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.001), but not HC-CS (<italic>p</italic>&#x2009;=&#x2009;0.057) were different from BASE; there was no Thermal Comfort difference between NC-HS and HC-CS (<italic>p</italic>&#x2009;=&#x2009;0.296). Additionally, there was a significant time-point effect for Thermal Sensation (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.001, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;1.00), where pairwise comparisons demonstrate differences between each time-point (all <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Physiological (presented as mean&#x2009;&#x00B1;&#x2009;SD) and perceptual (presented as quartiles 1 and 3) for the four experimental time-points.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variable</th>
<th align="left" valign="top">BASE</th>
<th align="left" valign="top">NC-HS</th>
<th align="left" valign="top">HC-HS</th>
<th align="left" valign="top">HC-CS</th>
</tr>
</thead>
<tbody>
<tr>
<td align="char" valign="top" char="." colspan="5"><bold>Core Temperature (&#x00B0;C) <sup>&#x2020;</sup></bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">ISO</td>
<td align="char" valign="middle" char="&#x00B1;">37.0 &#x00B1; 0.4</td>
<td align="char" valign="middle" char="&#x00B1;">37.0 &#x00B1; 0.3<sup>cd</sup></td>
<td align="char" valign="middle" char="&#x00B1;">38.5 &#x00B1; 0.3<sup>ab</sup></td>
<td align="char" valign="middle" char="&#x00B1;">38.3 &#x00B1; 0.6<sup>ab</sup></td>
</tr>
<tr>
<td align="char" valign="top" char=".">POIKI</td>
<td align="char" valign="middle" char="&#x00B1;">37.1 &#x00B1; 0.4</td>
<td align="char" valign="middle" char="&#x00B1;">37.0 &#x00B1; 0.2<sup>cd</sup></td>
<td align="char" valign="middle" char="&#x00B1;">38.6 &#x00B1; 0.4 <sup>ab</sup></td>
<td align="char" valign="middle" char="&#x00B1;">38.4 &#x00B1; 0.3 <sup>ab</sup></td>
</tr>
<tr>
<td align="char" valign="top" char="." colspan="5"><bold>Skin Temperature (&#x00B0;C) <sup>&#x2020; #</sup></bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">ISO</td>
<td align="char" valign="middle" char="&#x00B1;">32.4 &#x00B1; 0.4</td>
<td align="char" valign="middle" char="&#x00B1;">37.4 &#x00B1; 0.2<sup>acd</sup></td>
<td align="char" valign="middle" char="&#x00B1;">38.6 &#x00B1; 0.3<sup>abd</sup></td>
<td align="char" valign="middle" char="&#x00B1;">34.6 &#x00B1; 0.4<sup>abc</sup></td>
</tr>
<tr>
<td align="char" valign="top" char=".">POIKI</td>
<td align="char" valign="middle" char="&#x00B1;">32.7 &#x00B1; 0.5</td>
<td align="char" valign="middle" char="&#x00B1;">37.6 &#x00B1; 0.4<sup>acd</sup></td>
<td align="char" valign="middle" char="&#x00B1;">38.7 &#x00B1; 0.2<sup>abd</sup></td>
<td align="char" valign="middle" char="&#x00B1;">35.0 &#x00B1; 0.6<sup>abc</sup></td>
</tr>
<tr>
<td align="char" valign="top" char="." colspan="5"><bold>Thermal Comfort (1&#x2013;4) <sup>&#x2020;</sup></bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">ISO</td>
<td align="char" valign="middle" char="&#x00B1;">1 (1&#x2013;1)</td>
<td align="char" valign="middle" char="&#x00B1;">2 (2&#x2212;2)<sup>acd</sup></td>
<td align="char" valign="middle" char="&#x00B1;">4 (3&#x2013;4)<sup>abd</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1 (1&#x2013;2)<xref rid="tfn1" ref-type="table-fn"><sup>c</sup></xref></td>
</tr>
<tr>
<td align="char" valign="top" char=".">POIKI</td>
<td align="char" valign="middle" char="&#x00B1;">1 (1&#x2013;1)</td>
<td align="char" valign="middle" char="&#x00B1;">2 (2&#x2013;3)<sup>acd</sup></td>
<td align="char" valign="middle" char="&#x00B1;">4 (3&#x2013;4)<sup>abd</sup></td>
<td align="char" valign="middle" char="&#x00B1;">2 (1&#x2013;2)<xref rid="tfn1" ref-type="table-fn"><sup>c</sup></xref></td>
</tr>
<tr>
<td align="char" valign="top" char="." colspan="5"><bold>Thermal Sensation (1&#x2013;7) <sup>&#x2020;</sup></bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">ISO</td>
<td align="char" valign="middle" char="&#x00B1;">4 (3&#x2013;4)</td>
<td align="char" valign="middle" char="&#x00B1;">6 (5&#x2013;6)<sup>ab</sup></td>
<td align="char" valign="middle" char="&#x00B1;">7 (6&#x2013;7)<sup>abd</sup></td>
<td align="char" valign="middle" char="&#x00B1;">3 (3&#x2013;4)<sup>ac</sup></td>
</tr>
<tr>
<td align="char" valign="top" char=".">POIKI</td>
<td align="char" valign="middle" char="&#x00B1;">4 (3&#x2013;4)</td>
<td align="char" valign="middle" char="&#x00B1;">6 (5&#x2013;6)<sup>ab</sup></td>
<td align="char" valign="middle" char="&#x00B1;">7 (6&#x2013;7)<sup>abd</sup></td>
<td align="char" valign="middle" char="&#x00B1;">3 (2&#x2013;4)<sup>ac</sup></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><sup>&#x2020;</sup><italic>indicates a significant time-point effect (p&#x2009;&#x2264;&#x2009;0.05), where significant (p&#x2009;&#x2264;&#x2009;0.05) Bonferroni pairwise comparisons can be interpreted as:</italic></p>
<p><sup>a</sup><italic>significantly different from BASE</italic>.</p>
<p><sup>b</sup><italic>significantly different from NC-HS</italic>.</p>
<fn id="tfn1">
<label>c</label>
<p><italic>significantly different from HC-HS</italic>.</p>
</fn>
<p><sup>d</sup><italic>significantly different from HC-CS</italic>.</p>
<p><sup>#</sup><italic>indicates a significant trial effect between ISO and POIKI</italic>.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec12">
<title>Hydration and Body Mass</title>
<p>Urine specific gravity prior to the experimental trials was &#x003C;1.020 and was not different between conditions (<italic>p</italic>&#x2009;=&#x2009;0.138, ISO: 1.008&#x2009;&#x00B1;&#x2009;0.006, POIKI: 1.011&#x2009;&#x00B1;&#x2009;0.006). There was a significant time-point effect (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.001) for body mass from PRE (ISO: 76.2&#x2009;&#x00B1;&#x2009;10.1&#x2009;kg, POIKI: 76.2&#x2009;&#x00B1;&#x2009;9.9&#x2009;kg) to POST (ISO: 74.5&#x2009;&#x00B1;&#x2009;10.2&#x2009;kg&#x2009;~&#x2009;&#x2212;2.0% loss, POIKI: 74.7&#x2009;&#x00B1;&#x2009;10.1&#x2009;kg, ~ &#x2212;2.0% loss) with no differences between conditions (<italic>p</italic>&#x2009;=&#x2009;0.640).</p>
</sec>
<sec id="sec13">
<title>Respiratory Responses</title>
<p>There was a significant time-point effect for <inline-formula>
<mml:math id="M11">
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</inline-formula> (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.001, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.999), condition (<italic>p</italic>&#x2009;=&#x2009;0.005, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.894), and condition x time-point interaction (<italic>p</italic>&#x2009;=&#x2009;0.001, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.964; <xref rid="fig2" ref-type="fig">Figure 2A</xref>). Pairwise comparisons revealed a hyperthermia-induced hyperventilatory response where <inline-formula>
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</inline-formula> significantly increased from BASE in both HC-HS (<italic>p</italic>&#x2009;=&#x2009;0.002) and HC-CS (<italic>p</italic>&#x2009;=&#x2009;0.034). HC-HS was significantly higher than all other time-points (all <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05), while there were no differences between NC-HS and BASE (<italic>p</italic>&#x2009;=&#x2009;0.961) or NC-HS and HC-CS (<italic>p</italic>&#x2009;=&#x2009;0.105). Paired samples <italic>t</italic>-tests indicated a significant difference in <inline-formula>
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</inline-formula>between ISO and POIKI at HC-HS (ISO: 22.6&#x2009;&#x00B1;&#x2009;7.5&#x2009;l&#x00B7;min<sup>&#x2212;1</sup>, POIKI: 15.3&#x2009;&#x00B1;&#x2009;2.7&#x2009;l&#x00B7;min<sup>&#x2212;1</sup>, <italic>p</italic>&#x2009;=&#x2009;0.005) and HC-CS (ISO: 17.3&#x2009;&#x00B1;&#x2009;4.3&#x2009;l&#x00B7;min<sup>&#x2212;1</sup>, POIKI: 11.2&#x2009;&#x00B1;&#x2009;2.3&#x2009;l&#x00B7;min<sup>&#x2212;1</sup>, <italic>p</italic>&#x2009;=&#x2009;0.002). Similarly, <inline-formula>
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<mml:mrow>
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<mml:mover accent="true">
<mml:mi>f</mml:mi>
<mml:mo>&#x02D9;</mml:mo>
</mml:mover>
<mml:mrow>
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<mml:mi>r</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> demonstrated a significant time-point (<italic>p</italic>&#x2009;=&#x2009;0.007, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.853) and condition (<italic>p</italic>&#x2009;=&#x2009;0.03, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.628) effect, with a non-significant condition &#x00D7; time-point effect (<italic>p</italic>&#x2009;=&#x2009;0.619, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.089; <xref rid="fig2" ref-type="fig">Figure 2B</xref>). Pairwise comparisons revealed that compared to BASE, <inline-formula>
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<mml:mover accent="true">
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</inline-formula> was significantly higher at HC-HS (<italic>p</italic>&#x2009;=&#x2009;0.021) and HC-CS (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.001). Furthermore, HC-CS was significantly higher than NC-HS (<italic>p</italic>&#x2009;=&#x2009;0.006), with no other significant differences between conditions (all <italic>p</italic>&#x2009;&#x003E;&#x2009;0.05).</p>
<p>There was a significant condition (<italic>p</italic>&#x2009;=&#x2009;0.002, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.952), time-point (<italic>p</italic>&#x2009;=&#x2009;0.002, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.985), and condition x time-point interaction (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.001, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.999) for P<sub>et</sub>CO<sub>2</sub> (<xref rid="fig2" ref-type="fig">Figure 2C</xref>). Pairwise comparisons demonstrated that P<sub>et</sub>CO<sub>2</sub> was significantly different from BASE at HC-HS (<italic>p</italic>&#x2009;=&#x2009;0.01) and HC-CS (<italic>p</italic>&#x2009;=&#x2009;0.022), but not NC-CS (<italic>p</italic>&#x2009;=&#x2009;0.09). Paired samples t-tests demonstrated there was a significant difference between ISO and POIKI at HC-HS (ISO: 42.3&#x2009;&#x00B1;&#x2009;2.2&#x2009;mmHg, POIKI: 31.7&#x2009;&#x00B1;&#x2009;6.2&#x2009;mmHg, <italic>p</italic>&#x2009;=&#x2009;0.001) and HC-CS (ISO: 40.7&#x2009;&#x00B1;&#x2009;2.1&#x2009;mmHg, POIKI: 34.2&#x2009;&#x00B1;&#x2009;5.4&#x2009;mmHg, <italic>p</italic>&#x2009;=&#x2009;0.004), but not BASE (ISO: 40.3&#x2009;&#x00B1;&#x2009;2.4&#x2009;mmHg, POIKI: 39.9&#x2009;&#x00B1;&#x2009;2.1&#x2009;mmHg, <italic>p</italic>&#x2009;=&#x2009;0.515), or NC-CS (ISO: 39.6&#x2009;&#x00B1;&#x2009;2.3&#x2009;mmHg, POIKI: 37.9&#x2009;&#x00B1;&#x2009;3.3&#x2009;mmHg, <italic>p</italic>&#x2009;=&#x2009;0.203). At HC-HS, the relative change from BASE was ~&#x2009;+&#x2009;4.0% in ISO and&#x2009;~&#x2009;&#x2212;26.0% in POIKI.</p>
</sec>
<sec id="sec14">
<title>Cerebral Hemodynamic Responses</title>
<p>Due to technical issues, data for MCA<sub>v</sub> was limited to <italic>n</italic>&#x2009;=&#x2009;8. Within this reduced dataset, there was a significant time-point effect (<italic>p</italic>&#x2009;=&#x2009;0.006, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.907), condition (<italic>p</italic>&#x2009;=&#x2009;0.013, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.790), but not condition x time-point interaction (<italic>p</italic>&#x2009;=&#x2009;0.493, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.198) for MCA<sub>v</sub> (<xref rid="fig2" ref-type="fig">Figure 2D</xref>). Pairwise comparisons demonstrated that, compared to BASE, MCA<sub>v</sub> was significantly different at NC-HS (<italic>p</italic>&#x2009;=&#x2009;0.014) and HC-HS (<italic>p</italic>&#x2009;=&#x2009;0.003), but not HC-CS (<italic>p</italic>&#x2009;=&#x2009;0.216). HC-HS was significantly lower than all other time-points (all <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05). NC-HS was not significantly different than HC-CS (<italic>p</italic>&#x2009;=&#x2009;1.000). Values for MCA<sub>v</sub> were BASE (ISO: 67.7&#x2009;&#x00B1;&#x2009;9.7&#x2009;cm&#x00B7;s<sup>&#x2212;1</sup>, POIKI: 66.3&#x2009;&#x00B1;&#x2009;8.1&#x2009;cm&#x00B7;s<sup>&#x2212;1</sup>), NC-HS (ISO: 63.1&#x2009;&#x00B1;&#x2009;10.0&#x2009;cm&#x00B7;s<sup>&#x2212;1</sup>, POIKI: 61.5&#x2009;&#x00B1;&#x2009;9.5&#x2009;cm&#x00B7;s<sup>&#x2212;1</sup>), HC-HS (ISO: 55.4&#x2009;&#x00B1;&#x2009;9.3&#x2009;cm&#x00B7;s<sup>&#x2212;1</sup>, POIKI: 48.6&#x2009;&#x00B1;&#x2009;9.1&#x2009;cm&#x00B7;s<sup>&#x2212;1</sup>), and HC-CS (ISO: 61.0&#x2009;&#x00B1;&#x2009;10.4&#x2009;cm&#x00B7;s<sup>&#x2212;1</sup>, POIKI: 57.0&#x2009;&#x00B1;&#x2009;10.7&#x2009;cm&#x00B7;s<sup>&#x2212;1</sup>).</p>
</sec>
<sec id="sec15">
<title>Cardiovascular Responses</title>
<p>Due to poor signal quality of electrocardiogram, one participant&#x2019;s data was removed from the heart rate analyses (<italic>n</italic>&#x2009;=&#x2009;10). A significant time-point effect was seen for heart rate (<xref rid="fig3" ref-type="fig">Figure 3A</xref>; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;1.00) with no condition (<italic>p</italic>&#x2009;=&#x2009;0.512, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.094) or interaction (<italic>p</italic>&#x2009;=&#x2009;0.062, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.600). Pairwise comparisons demonstrated that heart rate was significantly different from each other at all time-points (all <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05). There was no condition (<italic>p</italic>&#x2009;=&#x2009;0.759, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.059), time-point (<italic>p</italic>&#x2009;=&#x2009;0.473, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.214), or condition x time-point interaction (<italic>p</italic>&#x2009;=&#x2009;0.264, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.331) for MAP (<xref rid="fig3" ref-type="fig">Figure 3B</xref>). There was a significant time-point effect for SBP (<xref rid="fig3" ref-type="fig">Figure 3C</xref>, <italic>p</italic>&#x2009;&#x2264;&#x2009;0.001, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;1.00), with no condition (<italic>p</italic>&#x2009;=&#x2009;0.322, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.157) or condition x time-point interaction (<italic>p</italic>&#x2009;=&#x2009;0.06, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.589). Pairwise comparisons revealed SBP was significantly higher at HC-HS compared to all other time-point (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.001), while there were no differences between the other time-point (all <italic>p</italic>&#x2009;=&#x2009;1.000). For DBP (<xref rid="fig3" ref-type="fig">Figure 3D</xref>), the time-point effect approached significance (<italic>p</italic>&#x2009;=&#x2009;0.052, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.769), however pairwise comparisons demonstrated no differences between any time-point (all <italic>p</italic>&#x2009;&#x003E;&#x2009;0.05). There was no condition (<italic>p</italic>&#x2009;=&#x2009;0.738, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.061) or condition &#x00D7; time-point interaction (<italic>p</italic>&#x2009;=&#x2009;0.268, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.318) for DBP.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Heart rate Panel <bold>(A)</bold> and Blood Pressure (Mean Arterial Pressure Panel <bold>(B)</bold>, Systolic Blood Pressure Panel <bold>(C)</bold>, and Diastolic Blood Pressure Panel <bold>(D)</bold>) responses (presented as mean&#x2009;&#x00B1;&#x2009;SD) for the four experimental time-points. For significant time-point effects (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05), significant (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.05) Bonferroni pairwise comparisons can be interpreted as: a significantly different from BASE, b significantly different from NC-HS, c significantly different from HC-HS, d significantly different from HC-CS.</p>
</caption>
<graphic xlink:href="fpsyg-12-788027-g003.tif"/>
</fig>
</sec>
<sec id="sec16">
<title>Cognitive Performance</title>
<sec id="sec17">
<title>GMLT</title>
<p>For the learning portion of the GMLT (i.e., GMLT-1 through 5), there was a significant time-point effect for duration (<italic>p</italic>&#x2009;=&#x2009;0.017, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.780), however pairwise comparisons revealed no difference between any time-point (all <italic>p</italic>&#x2009;&#x003E;&#x2009;0.05, <xref rid="tab3" ref-type="table">Table 3A</xref>). There was no time-point (<italic>p</italic>&#x2009;=&#x2009;0.854, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.094) effect for number of errors made on the learning portion of the GMLT (<xref rid="tab3" ref-type="table">Table 3A</xref>). For GMLT-5 duration (<xref rid="tab3" ref-type="table">Table 3B</xref>), there was a time-point effect (<italic>p</italic>&#x2009;=&#x2009;0.046, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.650), however pairwise comparisons revealed no differences between specific time-points (all <italic>p</italic>&#x2009;&#x003E;&#x2009;0.05). There was no condition or condition x time-point interaction (both <italic>p</italic>&#x2009;&#x003E;&#x2009;0.05). For GMLT-5 errors (<xref rid="tab3" ref-type="table">Table 3B</xref>), there was no time-point (<italic>p</italic>&#x2009;=&#x2009;0.861, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.092) or condition x time-point interaction (<italic>p</italic>&#x2009;=&#x2009;0.981, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.059) but there was a condition effect (<italic>p</italic>&#x2009;=&#x2009;0.037, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.585). For the GMLT-Recall (<xref rid="tab3" ref-type="table">Table 3C</xref>), there were no condition, time-point, or condition x time-point interaction for both duration (all <italic>p</italic>&#x2009;&#x003E;&#x2009;0.05) and # of errors made (all <italic>p</italic>&#x2009;&#x003E;&#x2009;0.05).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Cognitive responses (presented as mean&#x2009;&#x00B1;&#x2009;SD) for the four experimental time-points.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variable</th>
<th align="left" valign="top">BASE</th>
<th align="left" valign="top">NC-HS</th>
<th align="left" valign="top">HC-HS</th>
<th align="left" valign="top">HC-NS</th>
</tr>
</thead>
<tbody>
<tr>
<td align="char" valign="top" char="."><bold>A</bold></td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="char" valign="top" char="." colspan="5"><bold>GMLT Learning Errors Made (<xref rid="tfn4" ref-type="table-fn">#</xref>)</bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">ISO</td>
<td align="char" valign="middle" char="&#x00B1;">29.0 &#x00B1; 6.0</td>
<td align="char" valign="middle" char="&#x00B1;">30.0 &#x00B1; 10.0</td>
<td align="char" valign="middle" char="&#x00B1;">29.0 &#x00B1; 11.0</td>
<td align="char" valign="middle" char="&#x00B1;">31.0 &#x00B1; 9.0</td>
</tr>
<tr>
<td align="char" valign="top" char=".">POIKI</td>
<td align="char" valign="middle" char="&#x00B1;">27.0 &#x00B1; 9.0</td>
<td align="char" valign="middle" char="&#x00B1;">28.0 &#x00B1; 8.0</td>
<td align="char" valign="middle" char="&#x00B1;">26.0 &#x00B1; 10.0</td>
<td align="char" valign="middle" char="&#x00B1;">26.0 &#x00B1; 6.0</td>
</tr>
<tr>
<td align="char" valign="top" char="." colspan="5"><bold>GMLT Learning Duration (s) <xref rid="tfn2" ref-type="table-fn">&#x2020;</xref></bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">ISO</td>
<td align="char" valign="middle" char="&#x00B1;">127.6 &#x00B1; 29.9</td>
<td align="char" valign="middle" char="&#x00B1;">126.6 &#x00B1; 22.9</td>
<td align="char" valign="middle" char="&#x00B1;">111.5 &#x00B1; 15.7</td>
<td align="char" valign="middle" char="&#x00B1;">118.2 &#x00B1; 15.4</td>
</tr>
<tr>
<td align="char" valign="top" char=".">POIKI</td>
<td align="char" valign="middle" char="&#x00B1;">122.2 &#x00B1; 20.8</td>
<td align="char" valign="middle" char="&#x00B1;">120.1 &#x00B1; 19.7</td>
<td align="char" valign="middle" char="&#x00B1;">108.4 &#x00B1; 17.4</td>
<td align="char" valign="middle" char="&#x00B1;">114.7 &#x00B1; 14.5</td>
</tr>
<tr>
<td align="char" valign="top" char="."><bold>B</bold></td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="char" valign="top" char="." colspan="5"><bold>GMLT-5 Errors Made (<xref rid="tfn4" ref-type="table-fn">#</xref>) <xref rid="tfn4" ref-type="table-fn"><sup>#</sup></xref></bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">ISO</td>
<td align="char" valign="middle" char="&#x00B1;">3.0 &#x00B1; 2.0</td>
<td align="char" valign="middle" char="&#x00B1;">3.0 &#x00B1; 2.0</td>
<td align="char" valign="middle" char="&#x00B1;">3.0 &#x00B1; 2.0</td>
<td align="char" valign="middle" char="&#x00B1;">3.0 &#x00B1; 3.0</td>
</tr>
<tr>
<td align="char" valign="top" char=".">POIKI</td>
<td align="char" valign="middle" char="&#x00B1;">3.0 &#x00B1; 1.0</td>
<td align="char" valign="middle" char="&#x00B1;">2.0 &#x00B1; 1.0</td>
<td align="char" valign="middle" char="&#x00B1;">2.0 &#x00B1; 2.0</td>
<td align="char" valign="middle" char="&#x00B1;">2.0 &#x00B1; 1.0</td>
</tr>
<tr>
<td align="char" valign="top" char="." colspan="5"><bold>GMLT-5 Duration (s) <sup>&#x2020;</sup></bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">ISO</td>
<td align="char" valign="middle" char="&#x00B1;">17.5 &#x00B1; 5.2</td>
<td align="char" valign="middle" char="&#x00B1;">20.2 &#x00B1; 4.3</td>
<td align="char" valign="middle" char="&#x00B1;">17.6 &#x00B1; 3.0</td>
<td align="char" valign="middle" char="&#x00B1;">16.6 &#x00B1; 2.7</td>
</tr>
<tr>
<td align="char" valign="top" char=".">POIKI</td>
<td align="char" valign="middle" char="&#x00B1;">18.0 &#x00B1; 3.3</td>
<td align="char" valign="middle" char="&#x00B1;">17.2 &#x00B1; 3.4</td>
<td align="char" valign="middle" char="&#x00B1;">15.7 &#x00B1; 3.8</td>
<td align="char" valign="middle" char="&#x00B1;">15.9 &#x00B1; 3.2</td>
</tr>
<tr>
<td align="char" valign="top" char="."><bold>C</bold></td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="char" valign="top" char="." colspan="5"><bold>GMLT-Recall Errors Made (<xref rid="tfn4" ref-type="table-fn">#</xref>) <xref rid="tfn2" ref-type="table-fn">&#x2020;</xref></bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">ISO</td>
<td align="char" valign="middle" char="&#x00B1;">2.0 &#x00B1; 1.0</td>
<td align="char" valign="middle" char="&#x00B1;">4.0 &#x00B1; 2.0</td>
<td align="char" valign="middle" char="&#x00B1;">3.0 &#x00B1; 2.0</td>
<td align="char" valign="middle" char="&#x00B1;">3.0 &#x00B1; 2.0</td>
</tr>
<tr>
<td align="char" valign="top" char=".">POIKI</td>
<td align="char" valign="middle" char="&#x00B1;">2.0 &#x00B1; 1.0</td>
<td align="char" valign="middle" char="&#x00B1;">2.0 &#x00B1; 2.0</td>
<td align="char" valign="middle" char="&#x00B1;">2.0 &#x00B1; 2.0</td>
<td align="char" valign="middle" char="&#x00B1;">2.0 &#x00B1; 2.0</td>
</tr>
<tr>
<td align="char" valign="top" char="." colspan="5"><bold>GMLT-Recall Duration (s)</bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">ISO</td>
<td align="char" valign="middle" char="&#x00B1;">18.0 &#x00B1; 5.2</td>
<td align="char" valign="middle" char="&#x00B1;">19.1 &#x00B1; 5.3</td>
<td align="char" valign="middle" char="&#x00B1;">16.8 &#x00B1; 2.1</td>
<td align="char" valign="middle" char="&#x00B1;">17.7 &#x00B1; 3.7</td>
</tr>
<tr>
<td align="char" valign="top" char=".">POIKI</td>
<td align="char" valign="middle" char="&#x00B1;">16.7 &#x00B1; 3.4</td>
<td align="char" valign="middle" char="&#x00B1;">17.6 &#x00B1; 3.5</td>
<td align="char" valign="middle" char="&#x00B1;">16.6 &#x00B1; 4.0</td>
<td align="char" valign="middle" char="&#x00B1;">16.7 &#x00B1; 1.9</td>
</tr>
<tr>
<td align="char" valign="top" char="."><bold>D</bold></td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="char" valign="top" char="." colspan="5"><bold>Set-Shifting Task Errors Made (<xref rid="tfn4" ref-type="table-fn">#</xref>)</bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">ISO</td>
<td align="char" valign="bottom" char="&#x00B1;">20.0 &#x00B1; 7.0</td>
<td align="char" valign="bottom" char="&#x00B1;">22.0 &#x00B1; 8.0</td>
<td align="char" valign="bottom" char="&#x00B1;">21.0 &#x00B1; 10.0</td>
<td align="char" valign="bottom" char="&#x00B1;">21.0 &#x00B1; 9.0</td>
</tr>
<tr>
<td align="char" valign="top" char=".">POIKI</td>
<td align="char" valign="bottom" char="&#x00B1;">20.0 &#x00B1; 8.0</td>
<td align="char" valign="bottom" char="&#x00B1;">20.0 &#x00B1; 10.0</td>
<td align="char" valign="bottom" char="&#x00B1;">23.0 &#x00B1; 8.0</td>
<td align="char" valign="bottom" char="&#x00B1;">23.0 &#x00B1; 10.0</td>
</tr>
<tr>
<td align="char" valign="top" char="." colspan="5"><bold>Set-Shifting Task Speed (log10) <xref rid="tfn2" ref-type="table-fn"><sup>&#x2020;</sup></xref></bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">ISO</td>
<td align="char" valign="bottom" char="&#x00B1;">2.35 &#x00B1; 0.13<xref rid="tfn3" ref-type="table-fn"><sup>c</sup></xref></td>
<td align="char" valign="bottom" char="&#x00B1;">2.34 &#x00B1; 0.12<xref rid="tfn3" ref-type="table-fn"><sup>c</sup></xref></td>
<td align="char" valign="bottom" char="&#x00B1;">2.28 &#x00B1; 0.12<sup>bc</sup></td>
<td align="char" valign="bottom" char="&#x00B1;">2.29 &#x00B1; 0.11</td>
</tr>
<tr>
<td align="char" valign="top" char=".">POIKI</td>
<td align="char" valign="bottom" char="&#x00B1;">2.34 &#x00B1; 0.14<xref rid="tfn3" ref-type="table-fn"><sup>c</sup></xref></td>
<td align="char" valign="bottom" char="&#x00B1;">2.35 &#x00B1; 0.13<xref rid="tfn3" ref-type="table-fn"><sup>c</sup></xref></td>
<td align="char" valign="bottom" char="&#x00B1;">2.27 &#x00B1; 0.14<sup>bc</sup></td>
<td align="char" valign="bottom" char="&#x00B1;">2.31 &#x00B1; 0.15</td>
</tr>
<tr>
<td align="char" valign="top" char="."><bold>E</bold></td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="char" valign="top" char="." colspan="5"><bold>2-Back Task Errors Made (<xref rid="tfn4" ref-type="table-fn">#</xref>) <xref rid="tfn4" ref-type="table-fn"><sup>#</sup></xref></bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">ISO</td>
<td align="char" valign="bottom" char="&#x00B1;">2.0 &#x00B1; 2.0</td>
<td align="char" valign="bottom" char="&#x00B1;">2.0 &#x00B1; 2.0</td>
<td align="char" valign="bottom" char="&#x00B1;">3.0 &#x00B1; 2.0</td>
<td align="char" valign="bottom" char="&#x00B1;">3.0 &#x00B1; 3.0</td>
</tr>
<tr>
<td align="char" valign="top" char=".">POIKI</td>
<td align="char" valign="bottom" char="&#x00B1;">2.0 &#x00B1; 1.0</td>
<td align="char" valign="bottom" char="&#x00B1;">1.0 &#x00B1; 1.0</td>
<td align="char" valign="bottom" char="&#x00B1;">3.0 &#x00B1; 2.0</td>
<td align="char" valign="bottom" char="&#x00B1;">2.0 &#x00B1; 1.0</td>
</tr>
<tr>
<td align="char" valign="top" char="." colspan="5"><bold>2-Back Task Speed (log10)</bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">ISO</td>
<td align="char" valign="bottom" char="&#x00B1;">2.83 &#x00B1; 0.08</td>
<td align="char" valign="bottom" char="&#x00B1;">2.81 &#x00B1; 0.10</td>
<td align="char" valign="bottom" char="&#x00B1;">2.79 &#x00B1; 0.07</td>
<td align="char" valign="bottom" char="&#x00B1;">2.78 &#x00B1; 0.09</td>
</tr>
<tr>
<td align="char" valign="top" char=".">POIKI</td>
<td align="char" valign="bottom" char="&#x00B1;">2.81 &#x00B1; 0.07</td>
<td align="char" valign="bottom" char="&#x00B1;">2.81 &#x00B1; 0.06</td>
<td align="char" valign="bottom" char="&#x00B1;">2.80 &#x00B1; 0.08</td>
<td align="char" valign="bottom" char="&#x00B1;">2.29 &#x00B1; 0.08</td>
</tr>
<tr>
<td align="char" valign="top" char="."><bold>F</bold></td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="char" valign="top" char="." colspan="5"><bold>Detection Task Speed (log10) <sup><xref rid="tfn2" ref-type="table-fn">&#x2020;</xref></sup></bold></td>
</tr>
<tr>
<td align="char" valign="top" char=".">ISO</td>
<td align="char" valign="bottom" char="&#x00B1;">2.54 &#x00B1; 0.08<sup>cd</sup></td>
<td align="char" valign="bottom" char="&#x00B1;">2.52 &#x00B1; 0.06<sup>cd</sup></td>
<td align="char" valign="bottom" char="&#x00B1;">2.49 &#x00B1; 0.05<sup>ab</sup></td>
<td align="char" valign="bottom" char="&#x00B1;">2.49 &#x00B1; 0.06<sup>ab</sup></td>
</tr>
<tr>
<td align="char" valign="top" char=".">POIKI</td>
<td align="char" valign="bottom" char="&#x00B1;">2.52 &#x00B1; 0.05<sup>cd</sup></td>
<td align="char" valign="bottom" char="&#x00B1;">2.51 &#x00B1; 0.06<sup>cd</sup></td>
<td align="char" valign="bottom" char="&#x00B1;">2.48 &#x00B1; 0.05<sup>ab</sup></td>
<td align="char" valign="bottom" char="&#x00B1;">2.49 &#x00B1; 0.04<sup>ab</sup></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn2">
<label>&#x2020;</label>
<p><italic>indicates a significant time-point effect (p&#x2009;&#x2264;&#x2009;0.05), where significant (p&#x2009;=&#x2009;0.05) Bonferroni pairwise comparisons can be interpreted as:</italic></p>
</fn>
<p><sup>a</sup><italic>significantly different from BASE</italic>.</p>
<p><sup>b</sup><italic>significantly different from NC-HS</italic>.</p>
<fn id="tfn3">
<label>c</label>
<p><italic>significantly different from HC-HS</italic>.</p>
</fn>
<p><sup>d</sup><italic>significantly different from HC-CS</italic>.</p>
<fn id="tfn4">
<label>#</label>
<p><italic>indicates a significant condition effect between ISO and POIKI</italic>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec18">
<title>Set-Shifting Task</title>
<p>There was a significant time-point effect for speed (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.001, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.999), where participants were significantly faster at HC-HS compared to BASE (<italic>p</italic>&#x2009;=&#x2009;0.005), and NC-HS (<italic>p</italic>&#x2009;=&#x2009;0.008) but not HC-CS (<italic>p</italic>&#x2009;=&#x2009;0.125; <xref rid="tab3" ref-type="table">Table 3D</xref>). There were no differences between BASE and HC-CS (<italic>p</italic>&#x2009;=&#x2009;0.055) for set-shifting speed. There was no condition (<italic>p</italic>&#x2009;=&#x2009;0.901, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.052) or condition x time-point interaction (<italic>p</italic>&#x2009;=&#x2009;0.675, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.142) for set-shifting speed. There was no condition, time-point, or condition x time-point interaction (all <italic>p</italic>&#x2009;&#x003E;&#x2009;0.05) for # of errors made on the set-shifting task (<xref rid="tab3" ref-type="table">Table 3D</xref>).</p>
</sec>
<sec id="sec19">
<title>2-Back Task</title>
<p>There was no condition (<italic>p</italic>&#x2009;=&#x2009;0.896, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.052), time-point (<italic>p</italic>&#x2009;=&#x2009;0.061, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.604), or condition x time-point interaction (<italic>p</italic>&#x2009;=&#x2009;0.257, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.337) for speed (<xref rid="tab3" ref-type="table">Table 3E</xref>). There were no time-point (<italic>p</italic>&#x2009;=&#x2009;0.155, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.437), or condition x time-point interaction (<italic>p</italic>&#x2009;=&#x2009;0.538, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.188), with a condition (<italic>p</italic>&#x2009;=&#x2009;0.025, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.660) effect for # of errors on the 2-Back Task (<xref rid="tab3" ref-type="table">Table 3E</xref>).</p>
</sec>
<sec id="sec20">
<title>Detection Task</title>
<p>There was a significant time-point effect for Detection Task speed (<italic>p</italic>&#x2009;&#x2264;&#x2009;0.001, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;1.00), where participants were significantly faster at HC-HS and HC-CS compared to BASE (<italic>p</italic>&#x2009;=&#x2009;0.008 and 0.039 respectively) and NC-HS (<italic>p</italic>&#x2009;=&#x2009;0.005 and 0.021 respectively; <xref rid="tab3" ref-type="table">Table 3F</xref>). There was no condition (<italic>p</italic>&#x2009;=&#x2009;0.190, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.247) or condition x time-point interaction (<italic>p</italic>&#x2009;=&#x2009;0.712, &#x03B7;<sub>p</sub><sup>2</sup>&#x2009;=&#x2009;0.131) for Detection Task speed.</p>
</sec>
</sec>
</sec>
<sec id="sec21" sec-type="discussions">
<title>Discussion</title>
<p>This study tested the effect of changes in skin temperature, core temperature, and end-tidal CO<sub>2</sub> (P<sub>et</sub>CO<sub>2</sub>) on executive function, working memory, and psychomotor processing. We hypothesized that cognitive performance would decrease with an increase in skin temperature and thermal discomfort, before significant core temperature elevation with continued decrements with increase in core temperature. Additionally, we hypothesized that maintaining P<sub>et</sub>CO<sub>2</sub> and cerebral blood flow would restore some of the heat stress-induced cognitive impairment. Using our test protocol, we demonstrated that neither changes in skin nor core temperature impaired accuracy on any measured cognitive variables. However, hyperthermia (independent of skin temperature) led to faster psychomotor processing, with decreased reaction time on both the detection and set-shifting task. Furthermore, although P<sub>et</sub>CO<sub>2</sub> was successfully clamped in ISO to slightly above BASE eucapnic levels (&#x2206;&#x2009;+&#x2009;2&#x2009;mmHg), we found no benefit from isocapnia and partial restoration of MCA<sub>v</sub> on cognitive performance throughout our heating protocol.</p>
<p>While many studies report an impairment in cognitive function with whole-body hyperthermia, this finding is not universal. Recent studies with passive or active hyperthermia to &#x2206;&#x2009;+&#x2009;1.3&#x2013;2.0&#x00B0;C in core temperature have not led to decrements in errors for executive function, working memory, or visual perception performance (<xref ref-type="bibr" rid="ref28">Schlader et al., 2013</xref>; <xref ref-type="bibr" rid="ref36">Wallace et al., 2017</xref>, <xref ref-type="bibr" rid="ref35">2021</xref>; <xref ref-type="bibr" rid="ref19">van den Heuvel et al., 2017</xref>). Similarly, we found no significant increases in errors made on any of the CTB tasks, but instead significantly faster reaction times on the detection task (psychomotor processing) and set-shifting task (executive function, inhibitory control). Our target hyperthermia of +1.5&#x00B0;C T<sub>re</sub> was chosen as a compromise between being high enough to elicit hyperthermic hyperventilation versus sufficient capacity to control P<sub>et</sub>CO<sub>2</sub> with our end-tidal forcing system. It is possible that a core temperature threshold of &#x2265;39&#x00B0;C is needed before cognitive impairments occur (<xref ref-type="bibr" rid="ref29">Schmit et al., 2017</xref>), such that the absolute thermal strain (T<sub>re</sub>&#x2009;~&#x2009;38.5&#x2013;38.6&#x00B0;C) in our, and other null-finding studies, may have been insufficient. It is also possible that individual variability in thermal perception and tolerance may exist due to aerobic fitness and heat acclimation status, body composition, and neurotransmitter concentrations (e.g., dopamine; <xref ref-type="bibr" rid="ref7">Cheung and Sleivert, 2004a</xref>), which may have influenced cognitive performance during heat stress. Future work is needed to determine the core temperature threshold for hyperthermic impairment and individual factors influencing cognitive function under thermal strain.</p>
<p>Thermal displeasure from sudden alterations in <inline-formula>
<mml:math id="M16">
<mml:mrow>
<mml:msub>
<mml:mover accent="true">
<mml:mi mathvariant="normal">T</mml:mi>
<mml:mo>¯</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mi mathvariant="normal">skin</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> can impair cognitive function independent of core temperature changes, with skin cooling the primary driver for vigilance impairments compared to core cooling (<xref ref-type="bibr" rid="ref9">Cheung et al., 2007</xref>). With heat stress, <xref ref-type="bibr" rid="ref39">Gaoua et al. (2012)</xref> proposed that an increase in <inline-formula>
<mml:math id="M17">
<mml:mrow>
<mml:msub>
<mml:mover accent="true">
<mml:mi mathvariant="normal">T</mml:mi>
<mml:mo>¯</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mi mathvariant="normal">skin</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> can lead to a speed-accuracy trade-off in complex tasks with a faster response time and higher error incidence. Our study aimed to dissociate skin from core temperature effects by targeting testing at timepoints where skin temperature sharply deviated from core temperature (NC-HS and HC-CS). However, an increase in skin temperature by ~5&#x00B0;C and thermal comfort to &#x2018;slightly uncomfortable&#x2019; (NC-HS condition) did not affect performance of complex cognitive tasks, nor did the skin cooling of ~4&#x00B0;C and dropping of thermal comfort back to baseline levels of &#x201C;comfortable&#x201D; (HC-CS) compared to the typically-studied thermal state of neutral core and skin (Base) or hot core and hot skin (HC-HS, thermal comfort &#x201C;very uncomfortable&#x201D;). These results are similar to previous findings testing executive function (inhibitory control) performance where there were no differences in task performance or P300 amplitude between hyperthermia (~&#x2206;&#x2009;+&#x2009;1.3&#x00B0;C) and hyperthermia with face cooling despite improvements in thermal comfort (<xref ref-type="bibr" rid="ref30">Shibasaki et al., 2017</xref>). These studies contrast with our previous research using a similar skin/core dissociation protocol to study neuromuscular function, where we have shown that skin temperature is the dominant driver of isokinetic maximal force production with knee extension (<xref ref-type="bibr" rid="ref8">Cheung and Sleivert, 2004b</xref>) and electromyographic amplitude during a dynamic position task (<xref ref-type="bibr" rid="ref10">Coletta et al., 2018</xref>). Similarly, regional surface cooling with neck cold collars improved thermal comfort and were sufficient to increase voluntary exercise capacity in hot environments despite no core temperature changes (<xref ref-type="bibr" rid="ref33">Tyler and Sunderland, 2011</xref>). Overall our data suggests that, unlike in the physiological realm, thermal perception changes driven by skin temperature do not impact cognitive function.</p>
<p>Carbon dioxide levels have a primary influence on CBF (<xref ref-type="bibr" rid="ref1">Ainslie et al., 2005</xref>) and in physiological systems such as neuromuscular capacity in thermoneutral and hot environments (<xref ref-type="bibr" rid="ref27">Ross et al., 2012</xref>; <xref ref-type="bibr" rid="ref18">Hartley et al., 2016</xref>), which may have extended into a role for P<sub>et</sub>CO<sub>2</sub> changes during passive heating on cognitive function. The ISO condition, which controlled P<sub>et</sub>CO<sub>2</sub> to baseline levels throughout heating despite perturbations of skin or core temperature, demonstrated similar increases in psychomotor processing and executive function (set-shifting) reaction time without a speed accuracy trade-off with moderate hyperthermia (irrespective of skin temperature) as the POIKI condition with no differences between other tasks. These findings demonstrate that changes in P<sub>et</sub>CO<sub>2</sub> or MCA<sub>v</sub> did not alter cognitive performance at moderate hyperthermia levels, and is in line with recent work demonstrating that restoration of P<sub>et</sub>CO<sub>2</sub>. Additionally, MCA<sub>v</sub> did not counter the decline in executive function (inhibitory control and spatial working memory) performance during high-intensity exercise (<xref ref-type="bibr" rid="ref20">Komiyama et al., 2019</xref>) or psychomotor processing during passive hyperthermia at sea-level and altitude (<xref ref-type="bibr" rid="ref15">Gibbons et al., 2020</xref>). Similar to our previous investigations using active hyperthermia (<xref ref-type="bibr" rid="ref36">Wallace et al., 2017</xref>), we found no decrements in accuracy on executive function (inhibitory control, spatial working memory) or working memory task performance with a &#x2206;&#x2009;+&#x2009;1.5&#x00B0;C increase in T<sub>re</sub>. However, in the current study, we did demonstrate an increased psychomotor speed with hyperthermia (irrespective of skin temperature) indicating faster encoding which may have influenced higher-order cognitive function (<xref ref-type="bibr" rid="ref26">Racinais et al., 2008</xref>). As P<sub>et</sub>CO<sub>2</sub> has been demonstrated to improve neuromuscular capacity, future studies should determine if P<sub>et</sub>CO<sub>2</sub> plays a role in complex motor based cognitive tasks (<xref ref-type="bibr" rid="ref23">Piil et al., 2017</xref>).</p>
<p>Cerebral blood flow is tightly regulated by arterial CO<sub>2</sub>, pH, MAP, cerebral metabolism and autonomic nervous system function (for reviews see: <xref ref-type="bibr" rid="ref45">Willie et al., 2014</xref>; <xref ref-type="bibr" rid="ref40">Bain et al., 2015</xref>). We showed that moderate hyperthermia (HC-HS, &#x2206;&#x2009;+&#x2009;1.5&#x00B0;C in T<sub>re</sub>) conditions led to a hyperventilatory hypocapnic response (~&#x2206;&#x2212;8&#x2009;mmHg) with a decrease in MCA<sub>v</sub> by ~26% in POIKI. Although P<sub>et</sub>CO<sub>2</sub> was successfully &#x2018;clamped&#x2019; just above eucapnic levels leading to significantly higher MCA<sub>v</sub> compared to POIKI, the hyperventilatory response remained and MCA<sub>v</sub> was still reduced ~18% relative to thermoneutral baseline. These results are in line with previous investigations (<xref ref-type="bibr" rid="ref38">Fujii et al., 2008</xref>; <xref ref-type="bibr" rid="ref6">Brothers et al., 2009</xref>; <xref ref-type="bibr" rid="ref27">Ross et al., 2012</xref>) but are in contrast to studies that successfully restored MCA<sub>v</sub> to baseline levels (<xref ref-type="bibr" rid="ref43">Nelson et al., 2011</xref>; <xref ref-type="bibr" rid="ref4">Bain et al., 2013</xref>). These discrepancies may be due to our &#x2018;clamping&#x2019; P<sub>et</sub>CO<sub>2</sub> continuously throughout heating versus its restoration only upon reaching hyperthermia (<xref ref-type="bibr" rid="ref27">Ross et al., 2012</xref>; <xref ref-type="bibr" rid="ref4">Bain et al., 2013</xref>), our moderate versus severe hyperthermia (<xref ref-type="bibr" rid="ref27">Ross et al., 2012</xref>; <xref ref-type="bibr" rid="ref4">Bain et al., 2013</xref>), or the semi-recumbent position used in the current study versus supine postures (<xref ref-type="bibr" rid="ref43">Nelson et al., 2011</xref>; <xref ref-type="bibr" rid="ref4">Bain et al., 2013</xref>; <xref ref-type="bibr" rid="ref11">Favre et al., 2020</xref>). Additionally, ISO demonstrated an exacerbated response during both HC-HS and HC-CS time-points compared to POIKI. The response likely occurred due to the addition of inspiratory CO<sub>2</sub> by the end-tidal forcing system increasing the overall inspiratory volume. Conversely, the trend for a higher (~1&#x2013;2 breaths&#x00B7;min<sup>&#x2212;1</sup>) at HC-HS with ISO may indicate that the additional CO<sub>2</sub> increased minute ventilation by stimulating the respiratory centres in the brain (<xref ref-type="bibr" rid="ref42">Nattie, 1999</xref>). There is the potential that the additional inspiratory volume may have interfered with neural processing and potentially influencing cognitive function during the ISO condition. However, there were no condition or condition x timepoint interactions between the ISO and POIKI for any of the cognitive variables. However, future research is needed to determine the role of P<sub>et</sub>CO<sub>2</sub> and ventilation on neural processing (using such tools as electroencephalography) during heat stress. Lastly, this study is limited by not having a measure of intracranial pressure or cerebral perfusion, which are influenced by changes in MAP and vascular resistance (for review see: <xref ref-type="bibr" rid="ref44">Numan et al., 2014</xref>). Recently, <xref ref-type="bibr" rid="ref46">Shoemaker et al., (2019)</xref> determined that, under hypercapnia in thermoneutral conditions, CO<sub>2</sub> is the primary driver for changes in MCA<sub>v</sub> as opposed to MAP changes that occur during acute mental stress caused by performing a subtraction task. In the current study, it is unlikely that there were differences in cerebral perfusion as MAP remained relatively unchanged throughout heating, as well as participants remained in the semi-recumbent posture throughout heating to reduce the impact of positional changes on MAP and cerebral perfusion (<xref ref-type="bibr" rid="ref43">Nelson et al., 2011</xref>; <xref ref-type="bibr" rid="ref44">Numan et al., 2014</xref>).</p>
<p>A strength of our research experiment was the use of an end-tidal forcing system that allowed us to accurately clamp P<sub>et</sub>CO<sub>2</sub> (~1&#x2013;4% from BASE) breath-by-breath for the entirety of the ISO trial (<xref rid="fig1" ref-type="fig">Figure 1</xref>). This method provides an accurate control of P<sub>et</sub>CO<sub>2</sub> as an indirect measure of arterial PCO<sub>2</sub>, where P<sub>et</sub>CO<sub>2</sub> has been demonstrated to accurately estimate arterial PCO<sub>2</sub> throughout passive hyperthermia up to +2.0&#x00B0;C (<xref ref-type="bibr" rid="ref6">Brothers et al., 2009</xref>; <xref ref-type="bibr" rid="ref27">Ross et al., 2012</xref>; <xref ref-type="bibr" rid="ref4">Bain et al., 2013</xref>)<sub>.</sub> Breath-by-breath clamping of P<sub>et</sub>CO<sub>2</sub> is more advantageous compared to CO<sub>2</sub> bolus techniques because, once hypocapnic, the CBF responses is slower to respond to changes in CO<sub>2</sub> (<xref ref-type="bibr" rid="ref24">Poulin et al., 1998</xref>; <xref ref-type="bibr" rid="ref27">Ross et al., 2012</xref>). Therefore, with use of the end-tidal forcing system, we prevented hypocapnia in order to control CBF. A limitation of our study was the use of TCD to measure MCA<sub>v</sub> as an index representation of CBF, which is a valid relationship if assuming the diameter of the MCA does not change (<xref ref-type="bibr" rid="ref2">Ainslie and Hoiland, 2014</xref>). Direct measurement of the MCA using magnetic resonance imaging determined that the MCA dilates during 10&#x2009;min of hypercapnia (~48&#x2009;mmHg P<sub>et</sub>CO<sub>2</sub>) and constricts during hypocapnia (~31&#x2009;mmHg P<sub>et</sub>CO<sub>2</sub>) in thermoneutral conditions (<xref ref-type="bibr" rid="ref3">Al-Khazraji et al., 2019</xref>). We clamped P<sub>et</sub>CO<sub>2</sub> throughout the ISO trial to BASE levels which may have minimized vasodilation of cerebrovascular vessels. Additionally, we cannot account for local CBF changes in the executive attention network and prefrontal cortex, which are important neural regions for the executive function and working memory during passive hyperthermia (<xref ref-type="bibr" rid="ref21">Liu et al., 2013</xref>; <xref ref-type="bibr" rid="ref25">Qian et al., 2013</xref>). Furthermore, a limitation of the study is there was no decrement in cognitive performance with manipulation of skin and core temperature. Future research is needed with a cognitive test battery where cognitive function is impaired in order to determine if P<sub>et</sub>CO<sub>2</sub> can counter decline in performance. Lastly, the results of this study are limited to males as no females were tested to account for fluctuations in core temperature due to the menstrual cycle. Under thermoneutral conditions, the evidence is mixed on whether there are sex-differences in cerebrovascular reactivity (<xref ref-type="bibr" rid="ref11">Favre et al., 2020</xref>). Future evidence is needed to determine if there are sex-related differences in cognition, changes in P<sub>et</sub>CO<sub>2</sub>, and CBF regulation during passive heat stress.</p>
<p>In summary, the results from our study showed that an increase in both skin and core temperature and thermal discomfort or reduction in MCA<sub>v</sub> did not impair cognitive function during a passive heating protocol when learning effect is controlled. However, the results did indicate that hyperthermia decreased reaction time on the detection task as well as the set-shifting task. In addition, our results showed a reduction in MCA<sub>v</sub> regardless of the maintenance of baseline P<sub>et</sub>CO<sub>2</sub> during hyperthermia suggesting that hyperthermia-induced changes in CBF may have other controlling factors, such as cardiovascular control or skin temperature. Future research is needed to determine how longer exposure and/or different modes of heat stress and hyperthermia may affect cognition.</p>
</sec>
<sec id="sec22" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="sec23">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by Brock University Biosciences Research Ethics Board. The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="sec24">
<title>Author Contributions</title>
<p>RM, PW, GH, MT, and SC conceived and designed the study. RM, PW, JS, and SS collected the data. PW, RM, GH, JS, and SS reduced and analysed the data. PW, RM, and SC drafted the manuscript. JS, SS, GH, and MT edited the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="sec41" sec-type="funding-information">
<title>Funding</title>
<p>This study was supported by a Discovery grant from the Natural Science and Engineering Research Council (NSERC) of Canada (SSC, 2018&#x2013;04077). RM was supported through an Ontario Graduate Scholarship and PW was supported through a NSERC Doctoral (PGS D) scholarship.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>MT is employed by N2M Consulting Inc.</p>
<p>The remaining 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="sec26" 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>
</body>
<back>
<ack>
<p>We thank the participants for volunteering their time and effort to take part in the study.</p>
</ack>
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