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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pain Res.</journal-id>
<journal-title>Frontiers in Pain Research</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pain Res.</abbrev-journal-title>
<issn pub-type="epub">2673-561X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpain.2024.1366892</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pain Research</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The impact of an immersive digital therapeutic tool on experimental pain: a pilot randomized within-subject experiment with an active control condition</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Diallo</surname><given-names>Sanoussy</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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</contrib>
<contrib contrib-type="author"><name><surname>Marchand</surname><given-names>Serge</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/944159/overview"/>
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<contrib contrib-type="author"><name><surname>Dumais</surname><given-names>Alexandre</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="aff4"><sup>4</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/435947/overview" />
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<contrib contrib-type="author" corresp="yes"><name><surname>Potvin</surname><given-names>St&#x00E9;phane</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="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/27411/overview" />
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<aff id="aff1"><label><sup>1</sup></label><institution>Centre de Recherche de l&#x2019;Institut Universitaire en Sant&#x00E9; Mentale de Montr&#x00E9;al</institution>, <addr-line>Montreal, QC</addr-line>, <country>Canada</country></aff>
<aff id="aff2"><label><sup>2</sup></label><institution>Department of Psychiatry and Addiction, Faculty of Medicine, University of Montreal</institution>, <addr-line>Montreal, QC</addr-line>, <country>Canada</country></aff>
<aff id="aff3"><label><sup>3</sup></label><institution>Department of Surgery, Faculty of Medicine, University of Sherbrooke</institution>, <addr-line>Sherbrooke, QC</addr-line>, <country>Canada</country></aff>
<aff id="aff4"><label><sup>4</sup></label><institution>Institut National de Psychiatrie L&#x00E9;gale Philippe-Pinel</institution>, <addr-line>Montreal, QC</addr-line>, <country>Canada</country></aff>
<author-notes>
<fn fn-type="edited-by"><p><bold>Edited by:</bold> Asimina Lazaridou, Harvard Medical School, United States</p></fn>
<fn fn-type="edited-by"><p><bold>Reviewed by:</bold> Juan Lorenzo Terrasa, University of the Balearic Islands, Spain</p>
<p>Daniel Simon Harvie, University of South Australia, Australia</p></fn>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> St&#x00E9;phane Potvin <email>stephane.potvin@umontreal.ca</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>06</day><month>06</month><year>2024</year></pub-date>
<pub-date pub-type="collection"><year>2024</year></pub-date>
<volume>5</volume><elocation-id>1366892</elocation-id>
<history>
<date date-type="received"><day>07</day><month>01</month><year>2024</year></date>
<date date-type="accepted"><day>20</day><month>05</month><year>2024</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2024 Diallo, Marchand, Dumais and Potvin.</copyright-statement>
<copyright-year>2024</copyright-year><copyright-holder>Diallo, Marchand, Dumais and Potvin</copyright-holder><license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<sec><title>Background</title>
<p>Pain is a complex and multifaced sensory and emotional experience. Virtual reality (VR) has shown promise in reducing experimental pain and chronic pain. This study examines an immersive VR environment initially designed for endometriosis patients, which demonstrated short-term analgesic effects. The research aims to determine the impact of the VR environment on experimental pain intensity and unpleasantness both during and after VR exposure (3D with binaural beats), while using an active control condition (2D with no binaural beats). Additionally, a secondary objective of the study was to identify the psychological and psychophysical factors that predict the analgesic effects of the immersive digital therapeutic tool.</p>
</sec>
<sec><title>Methods</title>
<p>The study involved twenty-one healthy individuals and used a within-subject design, comparing a VR treatment with an active control condition. Continuous heat stimulation was applied to the left forearm with a Peltier thermode. Pain ratings were collected for immediate and short-term effects.</p>
</sec>
<sec><title>Results</title>
<p>In both the VR and Control conditions, there were no significant differences in pain intensity before, during, and after exposure. However, during VR exposure, there was a significant decrease in pain unpleasantness as compared to before exposure (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001), with a 27.2&#x0025; pain reduction. In the Control condition, there were no significant differences in pain unpleasantness during and after exposure. Furthermore, no psychological and psychophysical factors predicted the analgesic effects.</p>
</sec>
<sec><title>Discussion</title>
<p>The study investigated how a VR environment affected experimentally induced pain in healthy volunteers. It showed that VR reduced pain unpleasantness during exposure but had no lasting impact. The VR environment mainly influenced the emotional aspect of pain, possibly due to its inclusion of binaural beats and natural stimuli. The study suggests that the VR environment should be tested in chronic pain population with high distress levels.
</p>
</sec>
<sec><title>Registration number (<ext-link ext-link-type="uri" xlink:href="https://clinicaltrials.gov">clinicaltrials.gov</ext-link>)</title>
<p>NCT06130267.</p>
</sec>
</abstract>
<kwd-group>
<kwd>pain</kwd>
<kwd>virtual reality</kwd>
<kwd>emotion</kwd>
<kwd>within-subject design</kwd>
<kwd>psychophysical</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="0"/><equation-count count="0"/><ref-count count="75"/><page-count count="11"/><word-count count="0"/></counts><custom-meta-wrap><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Non-Pharmacological Treatment of Pain</meta-value></custom-meta></custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro"><label>1</label><title>Introduction</title>
<p>Pain is shaped by the context, meaning and the individual&#x0027;s psychological state (<xref ref-type="bibr" rid="B1">1</xref>). While the sensory component of pain (e.g., its intensity) refers to the physical sensation evoked by tissue damage or injury, the emotional component (e.g., its unpleasantness) is equally important and can significantly influence a person&#x0027;s pain experience (<xref ref-type="bibr" rid="B2">2</xref>). Most people recover from pain following an injury or operation and return to normalcy. However, there are situations when the pain lasts longer or appears suddenly without any prior history of an accident or operation. Pain that persists for more than 12 weeks despite medication or treatment is referred to as chronic or short-term pain (<xref ref-type="bibr" rid="B3">3</xref>). In terms of pharmacological treatment, several classes of medications have demonstrated efficacy in relieving pain, including antidepressants, certain anticonvulsants, opioids and non-steroidal anti-inflammatory drugs (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B7">7</xref>). However, the efficacy of some of these treatments is mixed (anticonvulsants), and some have potentially serious side effects (opioids). Among non-pharmacological pain treatments, virtual reality (VR) is one of the modalities that has attracted the most research interest over the past decade. Its potential efficacy has been tested in a wide range of painful conditions, from post-operative pain and neuropathic pain to pediatric pain and pain associated with medical procedures (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B7">7</xref>). To date, most clinical trials have included small samples and the proposed interventions have generally been offered over short periods of time. Despite these limitations, virtual reality has produced highly promising results, especially in the case of immediate pain (<xref ref-type="bibr" rid="B8">8</xref>), certainly justifying further work in this area.</p>
<p>To gain a better understanding of the potential mechanisms of action of virtual reality, several experimental studies have been carried out in healthy volunteers, using psychophysical procedures to administer nociceptive stimuli in a controlled manner. Regardless of the modality used (thermal, mechanical stimulation, etc.), the vast majority of studies to date have shown that virtual reality produces analgesic effects in a laboratory setting (<xref ref-type="bibr" rid="B9">9</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>). Although promising, these studies have significant limitations. In most cases, they have focused on pain intensity, without addressing the unpleasantness of pain (<xref ref-type="bibr" rid="B13">13</xref>&#x2013;<xref ref-type="bibr" rid="B15">15</xref>). More importantly, studies in the field often lack of an active control condition (i.e., non-immersive VR) (<xref ref-type="bibr" rid="B16">16</xref>). Indeed, in most studies, the control condition was a simple baseline condition where participants were asked to look at a blank screen (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B17">17</xref>). This is an important limitation which makes it difficult to properly interpret findings considering that such studies cannot rule out the possibility that simply wearing a head mounted display (HMD; with no VR content) may be sufficiently distracting to produce analgesic effects. It is important to point out, however, that a few studies have used minimal control conditions (example: HMD showing a black screen) and have shown that VR environments produce greater analgesic effects (<xref ref-type="bibr" rid="B18">18</xref>).</p>
<p>For this pilot study, we used a VR environment that was initially developed for the treatment of endometriosis, a chronic inflammatory disease defined by the presence of endometrial tissue outside the uterus, causing pelvic pain and infertility (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>). This VR environment, known as Endocare, consists in a session during which patients are immersed in a playful, calming environment (e.g., a landscape consisting of water and a beach). During the session, the background sound is made up, among other things, of binaural beats, for which the relaxing effects have been demonstrated (<xref ref-type="bibr" rid="B21">21</xref>). As compared to other VR interventions, the tool was not designed to primarily produce attention-grasping effects. The efficacy of this VR environment has been evaluated in a randomized controlled trial of endometriosis patients (<xref ref-type="bibr" rid="B22">22</xref>). The analgesic effects persisted for 4&#x2005;h after administration. As such, the persistency of analgesic effects suggests that the VR environment recruits endogenous pain inhibition mechanisms. This echoes the results of a recent experimental study (<xref ref-type="bibr" rid="B23">23</xref>) which tested a VR environment on 38 volunteers and found that it was possible to directly enhance the endogenous pain inhibition efficacy in healthy volunteers.</p>
<p>Several psychological factors are commonly associated with pain across different pathologies, and some studies showed that we can predict treatment response with these variables in both clinical and non-clinical populations (<xref ref-type="bibr" rid="B24">24</xref>&#x2013;<xref ref-type="bibr" rid="B26">26</xref>). In fact, according to a meta-analysis, 16 studies involving healthy volunteers reported a predictive relationship between psychological factors and experimental pain, while seven showed variable results (<xref ref-type="bibr" rid="B27">27</xref>). Such psychological factors include pain catastrophizing, sleep quality, anxiety, the severity of the pain and its impact on functioning (<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>). A systematic review (<xref ref-type="bibr" rid="B30">30</xref>) on the use of VR as a distraction technology emphasized the role of several psychological aspects in the efficacy of analgesic distraction. The sense of presence is another key element influencing the efficacy of VR as diversion techniques (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B32">32</xref>), with greater sense of presence being generally associated with greater treatment response. Finally, in the search of individual characteristics predicting treatment response in the field of pain, psychophysical procedures are growingly used. Thus far, it has been shown that one of the best predictors of pain outcomes is the efficacy of endogenous pain inhibition mechanisms including inhibitory conditioned pain modulation (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B34">34</xref>).</p>
<p>To gain a better understanding of the mechanisms involved in a novel immersive digital tool that was developed for the treatment of endometriosis, we carried out an experimental pilot study in healthy volunteers. A randomized cross-over design was adopted, and pain was elicited using tonic thermal noxious stimuli. Considering that experimental studies that have tested VR interventions have focused mostly on pain intensity, and that control conditions have been inadequate in most cases, the current pilot study measured pain unpleasantness and used an active control condition. More precisely, we aimed to compare a 3D environment with sound (e.g., binaural beats) to a 2D environment with no sounds, both projected in a VR headset. Since the novel tool appears to produce clinical benefits that persist over time, pain outcomes were measured both <italic>during</italic> and <italic>after</italic> the administration of the VR environment. A secondary objective of the study was to identify the psychological and psychophysical factors that predict the analgesic effects of the immersive digital therapeutic tool.</p>
</sec>
<sec id="s2" sec-type="methods"><label>2</label><title>Methods</title>
<sec id="s2a"><label>2.1</label><title>Participants</title>
<p>The selection criteria were healthy men and women between 18 and 50 years old who were willing to participate in the study and signed the informed consent form. The exclusion criteria were if a person presented a (i) neurological disorder, (ii) substance use disorder, (iii) severe mental health disorder, (iv) chronic pain (e.g., pain lasting longer than 12 weeks), (v) any acute and unstable medical condition, and (vi) taking medication that acts on the central nervous system.</p>
</sec>
<sec id="s2b"><label>2.2</label><title>Ethics approval</title>
<p>This pilot study was conducted in compliance with good clinical practice guidelines, the principles of the Declaration of Helsinki and Health Canadian laws and regulation. It was reviewed and approved on June 3rd, 2022, by the CIUSSS de l&#x0027;Est-de-l&#x0027;&#x00EE;le-de-Montr&#x00E9;al. All participants completed and signed the informed consent form before inclusion in the study and before any study-related procedure began.</p>
</sec>
<sec id="s2c"><label>2.3</label><title>Clinical evaluation</title>
<p>The severity of transient immediate pain was assessed with the <italic>Brief Pain Inventory</italic> (BPI) (<xref ref-type="bibr" rid="B35">35</xref>). The BPI is a self-administered measure of the sensory and reactive dimensions of pain that is the severity or intensity of the pain and the level of interference it has on various aspects of life. The internal consistency of the BPI has been reported to range between 0.87 and 0.92 while the test-retest reliability falls between 0.86 and 0.97 (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>). Since the BPI was developed for the assessment of chronic pain, here, we only used Item 3 on the worst pain intensity experienced in the last week. The overall sleep quality was evaluated with the <italic>Pittsburgh Sleep Quality Index</italic> (PSQI) (<xref ref-type="bibr" rid="B38">38</xref>). Each of the questionnaire&#x0027;s 19 self-reported items belongs to one of seven subcategories: subjective sleep quality, sleep latency, sleep duration, habitual sleep efficiency, sleep disturbances, use of sleeping medication, and daytime dysfunction. The PSQI has shown internal consistency ranging from 0.70 to 0.83 and the test-retest reliability between 0.72 and 0.90 (<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>). The <italic>Pain Catastrophizing Scale</italic> (PCS) (<xref ref-type="bibr" rid="B41">41</xref>) was also administered. The PCS instructions ask to reflect on past painful experiences, and to indicate the degree to which they experienced each of 13 thoughts or feelings when experiencing pain, on 5-point scales with the end points (0) not at all and (4) all the time. The PCS demonstrates strong internal consistency, with reported values ranging between 0.84 and 0.97, and a test-retest reliability of approximately 0.75 (<xref ref-type="bibr" rid="B42">42</xref>). The <italic>State-Trait Anxiety Inventory</italic> (STAI) was also used (<xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B44">44</xref>). It is a questionnaire composed of a 20 items scale designed to measure the state of anxiety. The STAI exhibits good internal consistency between 0.89 and 0.91 and the test-retest reliability between 0.70 and 0.88 (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B45">45</xref>). Finally, the sense of presence experienced in a virtual environment was measured with the <italic>Igroup Presence Questionnaire</italic> (IPQ) (<xref ref-type="bibr" rid="B46">46</xref>). The IPQ has three subscales (1. Spatial Presence, 2. Involvement and 3. Experienced Realism) and one general item not belonging to a subscale (Sense of being there). The internal consistency and test-retest reliability for the IPQ are 0.87 and 0.74 (<xref ref-type="bibr" rid="B47">47</xref>).</p>
</sec>
<sec id="s2d"><label>2.4</label><title>Design and settings</title>
<p>This pilot study was a randomized within-subject design comparing the effect of the VR environment and an active Control condition. To mitigate carry-over effects, a 30-min rest period separated the administration of experimental and control conditions, a protocol implemented with precision based on our own experience (<xref ref-type="bibr" rid="B48">48</xref>). The order of conditions was counterbalanced (and randomized) for each participant to ensure robustness in the study design. The study was conducted between June 2022 and April 2023 at the research center of the <italic>Institut Universitaire en Sant&#x00E9; Mentale de Montr&#x00E9;al</italic>. Each participant dedicated approximately 2.5&#x2005;h to the study and received appropriate incentives as acknowledgment for their valuable time.</p>
<sec id="s2d1"><label>2.4.1</label><title>Immediate analgesic effect</title>
<p>A continuous heat stimulation was administered with a 3&#x2005;cm<sup>2</sup> Peltier-type thermode (Medoc Advanced Medical Systems, Ramat Yishay, Israel) and was applied for 2&#x2005;min on different locations of the left forearm of participants for each stimulation. The thermode is a small heating plate connected to a computer, enabling precise and safe control of the temperatures used. The tonic heat pain stimulation was administered <italic>before (test 1)</italic> the experimental and control conditions, as well as <italic>during (test 2)</italic> both conditions and immediately after (<italic>test 3</italic>). In all cases, the experimental temperature reached a pre-determined fixed value and remained constant during the 2-min testing period. It was set at a value inducing a moderate level of pain during the pre-test.</p>
<p>During the pre-test, pain threshold and pain tolerance were first measured, and the participants were not asked to rate the pain unpleasantness. The experimental temperature started at 32&#x2009;&#x00B0;C and gradually increased at a rate of 0.3&#x2009;&#x00B0;C per second. We asked participants to subjectively report the point at which the sensation of heat began to be perceived as pain (pain threshold), as well as the point at which the pain became intolerable (tolerance). For each participant, we noted the temperature that caused a moderate pain level of 50 (T50) on a scale from 0 (no pain) to 100 (intolerable pain) by using a Computerized Visual Analogue Scale. The pre-test was repeated 3 times to obtain the most reliable measure of pain threshold, pain tolerance and T50.</p>
<p>The T50 was the temperature used for the administration of the 2-min tonic heat pain stimulations that were administered <italic>before (test 1)</italic>, <italic>during (test 2)</italic> both the experimental and control conditions and immediately after (test 3). Importantly, participants were not made aware that the <italic>same</italic> experimental temperature was used throughout the experiments. Also noteworthy, the tonic heat pain stimulations were only administered in the final minutes of both the experimental conditions in order to let the participants fully engage in the immersive experience before receiving the nociceptive inputs. At the end of each tonic heat pain stimulation, subjects verbally rated their pain intensity and their pain unpleasantness using a numerical rating scale, also ranging from 0 (no pain) to 100 (most intense pain tolerable).</p>
</sec>
<sec id="s2d2"><label>2.4.2</label><title>Short-term effect</title>
<p>To measure the potential short-term effect of both the experimental and control conditions, we administered the same tonic heat pain stimulation immediately at the end of both conditions. Here again, subjects were asked to verbally rate their pain intensity and their pain unpleasantness using a numerical rating scale, also ranging from 0 (no pain) to 100 (most intense pain tolerable). For more information on the study design, please refer to <xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>.</p>
<fig id="F1" position="float"><label>Figure 1</label>
<caption><p>Study design. Tonic heat pain intensity and unpleasantness were measured before, during and after the Virtual Reality (VR) or Control conditions. The order the VR and Control conditions was counter balanced and randomized for each participant.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fpain-05-1366892-g001.tif"/>
</fig>
</sec>
</sec>
<sec id="s2e"><label>2.5</label><title>Treatment and control conditions description</title>
<p>The treatment was displayed through a VR headset (Oculus Quest 2) with a high-quality headphone (Audio-Technica ATH-M50x). This potential treatment is a standalone medical software device comprised of an application stored in a VR headset that is intended to mitigate pain (<xref ref-type="bibr" rid="B22">22</xref>) (see <xref ref-type="fig" rid="F2">Figure&#x00A0;2A</xref>). It offers a 20-min treatment consisting of a combination of auditory (e.g., alpha/theta binaural beats, nature-based sounds) and visual (e.g., bilateral alternative simulations consisting of a sphere appearing and moving on a horizontal axis) therapeutic procedures integrated in a 3D-VR environment. Furthermore, the treatment was designed to guide participants to relax, to passively look at the environment, and to passively listen to the auditory components. The treatment involved no active interaction with the VR environment.</p>
<fig id="F2" position="float"><label>Figure 2</label>
<caption><p>(<bold>A</bold>) Virtual reality (VR) environment. In this figure, you can see a 3D stereoscopic display, which uses two cameras to capture left and right images or video frames simultaneously. These images, viewed separately by each eye, mimic human vision. In VR, stereoscopic videos create depth perception, though there are only two viewpoints. (<bold>B</bold>) Control condition. In this figure, you can see a 2D monoscopic display, which shows the same image to both eyes simultaneously. It lacks depth perception and appears flat, hence the black background surrounding the image, whether it is regular 2D or an immersive 360/180 content.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fpain-05-1366892-g002.tif"/>
</fig>
<p>The control condition was displayed through a VR headset with a high-quality headphone (Audio-Technica ATH-M50x). This comparator was a 20-min control with the same composition as the experimental treatment (same context, environment and duration) but in 2D with 3 Degrees of Freedom and without any auditory stimulus (e.g., alpha/theta binaural beats, nature-based sounds) (see <xref ref-type="fig" rid="F2">Figure&#x00A0;2B</xref>). Moreover, in this condition, there was no instructions provided to the participant.</p>
</sec>
<sec id="s2f"><label>2.6</label><title>Inhibitory conditioned pain modulation (iCPM)</title>
<p>The efficacy of inhibitory CPM was measured in a separate experimental session &#x223C;one week apart from the VR session. To measure the inhibitory CPM, a continuous heat simulation was administered with a thermode for 2&#x2005;min on the left forearm of participants. To capture the effects of inhibitory CPM, the test stimulus was administered twice, separated by the administration of the cold-pressor test (CPT) as the conditioning stimulus. By measuring pain elicited by the test stimulus before and after the conditioning stimulus, it was possible to measure iCPM (for more information, please refer to <xref ref-type="sec" rid="s10">Supplementary Material</xref>).</p>
</sec>
<sec id="s2g"><label>2.7</label><title>Statistics</title>
<p>To test the immediate and short-term analgesic effect of the immersive digital therapeutic tool (primary objectives) and its superiority to the control condition, we used repeated-measures analyses of variance (ANOVA) with pain intensity and pain unpleasantness as the dependent variables. Given that the current study is a pilot trial, we did not perform a two-way repeated measures ANOVA. Instead, we performed repeated-measures ANOVAs on the VR and control conditions separately. For significant time effects, <italic>post hoc</italic> paired t-tests were performed, and were limited to the During vs. Before and After vs. Before comparisons. The magnitude of the analgesic effect of the VR environment was determined using Cohen&#x0027;s d (<xref ref-type="bibr" rid="B49">49</xref>).</p>
<p>To identify the predictors of response to the digital immersive therapeutic tool, Pearson&#x0027;s correlational analyses were performed between to determine whether the level of analgesia induced by the VR treatment and psychological variables (sense of presence, clinical pain, pain dramatization, anxiety and sleep quality) as well as the efficacy of inhibitory CPM. Due to the nature of the current trial, we adopted an uncorrected <italic>p</italic>-value, which was set at <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 for all analyses.</p>
</sec>
</sec>
<sec id="s3" sec-type="results"><label>3</label><title>Results</title>
<sec id="s3a"><label>3.1</label><title>Study participants</title>
<p>Twenty-three participants were recruited. The size of the sample was a pragmatic choice based on practical issues (e.g., time constraints). Two of them were excluded due to technical problems during the experiments and missing data. Twenty-one participants completed the full experiment; 17 were females and 13 were Caucasian. The mean age of participants was 23.2 years &#x00B1;3.5, with 17.2 years of education on average and a mean of 5.7&#x2009;&#x00B1;&#x2009;2.4 for the PSQI. In this sample, the mean of the BPI (Item 3) was 3.4&#x2009;&#x00B1;&#x2009;2.1 and 3.2&#x2009;&#x00B1;&#x2009;0.68 on the IPQ. For the STAI, the mean was 33.8&#x2009;&#x00B1;&#x2009;9.5 and the mean of the pain catastrophizing was 19.1&#x2009;&#x00B1;&#x2009;8.1. The mean of the stimulus test (T50) was 46.3&#x2009;&#x00B0;C (SD&#x2009;&#x003D;&#x2009;1.5). The mean of the pain threshold was 43.3&#x2009;&#x00B0;C (SD&#x2009;&#x003D;&#x2009;4.0) and the mean of the pain tolerance (maximum pain) was 47.7&#x2009;&#x00B0;C (SD&#x2009;&#x003D;&#x2009;1.7).</p>
<sec id="s3a1"><label>3.1.1</label><title>VR condition</title>
<sec id="s3a1a"><label>3.1.1.1</label><title>Intensity</title>
<p>For the VR condition, the mean pain intensity evoked by the tonic nociceptive stimulation (i.e., the thermode) before, during and after VR exposure was respectively 54.3 (SD&#x2009;&#x003D;&#x2009;19.6), 50.0 (SD&#x2009;&#x003D;&#x2009;20.7) and 53.3 (SD&#x2009;&#x003D;&#x2009;19.8). The repeated-measures ANOVA revealed no significant of time [F(2,40)&#x2009;&#x003D;&#x2009;1.2; <italic>p</italic>&#x2009;&#x003D;&#x2009;0.313] (see <xref ref-type="fig" rid="F3">Figure&#x00A0;3</xref>).</p>
<fig id="F3" position="float"><label>Figure 3</label>
<caption><p>The effect of the experimental condition on pain intensity and pain unpleasantness. This figure shows the effect of the virtual reality on pain intensity and on pain unpleasantness evoked by the tonic thermal noxious stimuli.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fpain-05-1366892-g003.tif"/>
</fig>
</sec>
<sec id="s3a1b"><label>3.1.1.2</label><title>Pain unpleasantness</title>
<p>For the VR treatment, the mean unpleasantness evoked by the nociceptive stimulation (i.e., the thermode) before, during and After VR exposure was respectively 50.7 (SD&#x2009;&#x003D;&#x2009;19.3), 36.9 (SD&#x2009;&#x003D;&#x2009;21.4), and 46.9 (SD&#x2009;&#x003D;&#x2009;18.5). The repeated measures analyses revealed a significant effect of time [F(2,40)&#x2009;&#x003D;&#x2009;8.3; <italic>p</italic>&#x2009;&#x003D;&#x2009;0.001]. There was a significant decrease in pain unpleasantness during VR exposure as compared to Before exposure (<italic>t</italic>&#x2009;&#x003D;&#x2009;4.2; <italic>p</italic>&#x2009;&#x003D;&#x2009;0.001; Cohen&#x0027;s d&#x2009;&#x003D;&#x2009;0.7; 27.2&#x0025; change) (see <xref ref-type="fig" rid="F3">Figure&#x00A0;3</xref>). By contrast, there was no significant difference for the After vs. Before comparison (<italic>t</italic>&#x2009;&#x003D;&#x2009;1.0; <italic>p</italic>&#x2009;&#x003D;&#x2009;0.335).</p>
</sec>
</sec>
<sec id="s3a2"><label>3.1.2</label><title>Control condition</title>
<sec id="s3a2a"><label>3.1.2.1</label><title>Intensity</title>
<p>For the Control condition, the mean pain intensity evoked by the nociceptive stimulation (i.e., the thermode) before, during and after the Control condition administration was respectively 55.8 (SD&#x2009;&#x003D;&#x2009;17.5), 55.7 (SD&#x2009;&#x003D;&#x2009;20.5) and 55.9 (SD&#x2009;&#x003D;&#x2009;22.2). The repeated-measures analyses revealed no significant effect of time [F(2,40)&#x2009;&#x003D;&#x2009;0.002; <italic>p</italic>&#x2009;&#x003D;&#x2009;0.998] (see <xref ref-type="fig" rid="F4">Figure&#x00A0;4</xref>).</p>
<fig id="F4" position="float"><label>Figure 4</label>
<caption><p>The effect of the control condition on pain intensity and pain unpleasantness. This figure shows the effect of the virtual reality on pain intensity and on pain unpleasantness evoked by the tonic thermal noxious stimuli.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fpain-05-1366892-g004.tif"/>
</fig>
</sec>
<sec id="s3a2b"><label>3.1.2.2</label><title>Pain unpleasantness</title>
<p>For the Control condition, the mean pain unpleasantness evoked by the nociceptive stimulation (i.e., the thermode) before, during and after the Control administration was respectively 53.1 (SD&#x2009;&#x003D;&#x2009;20.6), 50.9 (SD&#x2009;&#x003D;&#x2009;22.8) and 50.7 (SD&#x2009;&#x003D;&#x2009;23.3) (see <xref ref-type="fig" rid="F4">Figure&#x00A0;4</xref>). The repeated-measures analyses revealed no significant effect of time [F(2,40)&#x2009;&#x003D;&#x2009;0.2; <italic>p</italic>&#x2009;&#x003D;&#x2009;0.817].</p>
</sec>
</sec>
</sec>
<sec id="s3b"><label>3.2</label><title>Difference in experimentally induced pain between the VR treatment and the control condition</title>
<p>To examine potential differences between the VR and control conditions, the change in pain unpleasantness (delta) was calculated for each participant for the During vs. Before comparison. In an explanatory manner, we then performed a paired t-test using these delta-values. This explanatory analysis showed a stronger effect of the VR condition over the Control condition on pain unpleasantness for the During vs. Before comparison (<italic>t</italic>&#x2009;&#x003D;&#x2009;2.4; <italic>p</italic>&#x2009;&#x003D;&#x2009;0.027).</p>
</sec>
<sec id="s3c"><label>3.3</label><title>Predictors of analgesic response</title>
<p>Pearson&#x0027;s correlation coefficients were computed to assess the linear relationships between psychological variable, inhibitory CPM efficacy and the analgesic effect of the VR treatment. Analyses were restricted to pain unpleasantness since the VR environment did not significantly impact pain intensity. The correlations between the clinical pain (BPI, Item 3; <italic>r</italic>&#x2009;&#x003D;&#x2009;0.315; <italic>p</italic>&#x2009;&#x003D;&#x2009;0.165), pain catastrophizing (PCS; <italic>r</italic>&#x2009;&#x003D;&#x2009;0.177, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.442), anxiety (STAI; <italic>r</italic>&#x2009;&#x003D;&#x2009;0.033; <italic>p</italic>&#x2009;&#x003D;&#x2009;0.888) and sleep (PSQI; <italic>r</italic>&#x2009;&#x003D;&#x2009;&#x2212;0.019; <italic>p</italic>&#x2009;&#x003D;&#x2009;0.241) with the analgesic effect of the VR treatment were not significant. Likewise, the sense of presence (IPQ) showed no significant relation (<italic>r</italic>&#x2009;&#x003D;&#x2009;&#x2212;0.236; <italic>p</italic>&#x2009;&#x003D;&#x2009;0.303) with the analgesic effect of the VR treatment. Finally, the correlation between the efficacy of inhibitory CPM and the analgesic efficacy of the VR treatment showed no significant correlation (<italic>r</italic>&#x2009;&#x003D;&#x2009;0.010; <italic>p</italic>&#x2009;&#x003D;&#x2009;0.965).</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion"><label>4</label><title>Discussion</title>
<p>The main objective of the current experimental pilot study was to examine the effect of a VR environment on experimental pain in healthy volunteers to gain a better understanding of its mechanisms of action, while paying attention to both pain intensity and pain unpleasantness. Both the immediate and short-term effects of the VR environments were tested, and a minimally active control condition was used. Results showed an immediate effect of the VR environment on pain unpleasantness but no short-term effect. The analgesic efficacy of the VR environment on pain unpleasantness did not correlate with any of the psychological and physiological (e.g., iCPM) variables measured.</p>
<p>The main finding of the current study is that the VR environment produced a specific effect on the emotional component of pain, with no observed effect on its sensory-discriminative component. This finding is coherent with the evidence pointing to significant differences between these two pain components. First, there reliable is evidence that these two components are processed by different brain regions (<xref ref-type="bibr" rid="B50">50</xref>). Moreover, there is evidence demonstrating that pain intensity and unpleasantness may exhibit divergent responses to certain analgesic procedures such as transcutaneous electric nerve stimulation, hypnosis and opioids (<xref ref-type="bibr" rid="B51">51</xref>&#x2013;<xref ref-type="bibr" rid="B55">55</xref>). One of the potential explanations for this specific effect on pain unpleasantness has to do with the fact that binaural beats are included in the immersive digital tool. Although there is no agreement upon the mechanisms underlying binaural auditory beats, there is a growing support for the claim that binaural auditory beats affect psychophysiological states. Indeed, numerous studies have reported that binaural beats exposure leads to a change in pain perception, autonomic measures and negative emotions, and is known to produce a relaxing effect (<xref ref-type="bibr" rid="B56">56</xref>&#x2013;<xref ref-type="bibr" rid="B58">58</xref>). Another explanation would be the exposure to visual stimuli from nature (e.g., sand, water, trees, mountains) and nature-based sounds that are displayed in the VR environment. Multiple studies have shown that both nature-based auditory and visual stimuli can reduce stress and anxiety and produce pain relief (<xref ref-type="bibr" rid="B59">59</xref>&#x2013;<xref ref-type="bibr" rid="B65">65</xref>). The specific effect on pain unpleasantness of the VR environment in the current study is relevant for the design of future trials using this immersive digital tool. It does suggest, indeed, that the VR environment should be primarily tested in chronic pain populations with significant levels of distress. While anxio-depressive symptoms are usually quite prevalent in chronic pain (<xref ref-type="bibr" rid="B66">66</xref>, <xref ref-type="bibr" rid="B67">67</xref>), the comorbidity rates are even higher in chronic pain conditions with no clear physiological causes, such as functional pain syndromes (<xref ref-type="bibr" rid="B68">68</xref>).</p>
<p>Although this was not directly tested, the results observed here do not suggest that the VR environment activated endogenous pain inhibition mechanisms (e.g., iCPM). Indeed, no correlation was observed between the effect of the environment on pain unpleasantness and iCPM; moreover, these beneficial effects of the VR environment were only observed during the immediate administration, without these effects persisting after its interruption. As such, these results are inconsistent with the previous clinical study with the immersive digital tool which has highlighted, in endometriosis patients, analgesic effects that lasted up to 4&#x2005;h after the environment administration (<xref ref-type="bibr" rid="B22">22</xref>). There are two possible explanations for this discrepancy in results between the two studies. On the one hand, the previous clinical study involved people with chronic pain, whereas the present study included healthy volunteers with no clinical pain. It is therefore possible that the effect of the immersive digital tool may differ depending on whether the pain is iatrogenic or experimentally induced. The other point to consider is that in the previous study, pain measurements were taken for a long period of time (4&#x2005;h) after the VR environment was discontinued, whereas in the present study, we took only one measurement, immediately after the VR environment was discontinued. The limited duration of the after-treatment measurement may have prevented the observation of delayed analgesic effects. Significant improvements may have only been observable with longer time frames.</p>
<p>Contrary to our expectations, we did not observe any correlations between the analgesic effect of the VR environment and the various clinical variables measured in the project, namely anxiety, sub-clinical pain, pain catastrophizing, and sleep. As such, this lack of correlation is inconsistent with past studies conducted with clinical populations or healthy volunteers tested in experimental settings (<xref ref-type="bibr" rid="B69">69</xref>, <xref ref-type="bibr" rid="B70">70</xref>). The main reason for this lack of correlation in the present study could be explained by the fact that our study included a non-clinical sample. The recruited sample presented rather low levels of anxiety, sub-clinical pain, pain catastrophizing and sleep problems as compared to normative and clinical samples (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B46">46</xref>).</p>
<p>One of the strengths of this pilot study is that the control condition was immersive in that participants had to wear the VR headset during this condition. This procedure markedly contrasts with many past studies in the field that used simple baseline conditions (<xref ref-type="bibr" rid="B63">63</xref>, <xref ref-type="bibr" rid="B71">71</xref>, <xref ref-type="bibr" rid="B72">72</xref>). The use of a minimally active control condition in the current experimental study is important in that it allowed to control for mere effects of wearing a VR headset. Despite this important methodological strength, the present study had some limitations. As mentioned previously, one of the limitations of the current study is that only one pain measurement was taken immediately at the end of the administration of the experimental and control conditions. Another limitation is the sample size (<italic>N</italic>&#x2009;&#x003D;&#x2009;21), which was relatively small. Small samples are associated with decreased statistical power. This increases the likelihood of committing type II errors, where smaller effects are not detected due to insufficient data. The inclusion of a small number of participants also makes populational inferences more uncertain. Finally, we acknowledge that the use of the BPI for measuring transient painful somatic symptoms is a study limitation, since the BPI was originally developed for the measurement of chronic pain (<xref ref-type="bibr" rid="B33">33</xref>), which was an exclusion criterion in the current study. Furthermore, another limitation is that we did not measure the IPQ for the control condition; thus, we cannot determine whether the observed difference between the VR and control conditions could be attributed to differences in the feelings of presence elicited by both conditions.</p>
<p>In a pilot randomized-controlled study examining the potential effects of a novel VR environment on experimentally induced pain using an active control condition, our results showed that the digital immersive tool produced significant immediate effects on pain unpleasantness that did not last at the end of the VR stimulation. With the positive results obtained in the present project, one of the next steps would be to investigate in experimental settings the relative contribution of the digital tool components to the analgesic effects observed, namely the binaural sounds, the nature-based sounds, and/or the visual stimuli of nature scenes. Another avenue would be to test the analgesic effects of the VR treatment in larger samples of participants, especially clinical populations living with chronic pain who also experience significant levels of anxio-depressive symptoms. Finally, considering the fact that our VR environment does not engage higher cognitive functions (e.g., decision-making) like other VR environments that have been used in past studies (e.g., videogames) (<xref ref-type="bibr" rid="B73">73</xref>&#x2013;<xref ref-type="bibr" rid="B75">75</xref>), it would be of interest to perform head-to-comparisons of both approaches in order to determine if their analgesic effets and mechanisms of action are comparable or not.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability"><title>Data availability statement</title>
<p>The data that support the findings of this study are available upon reasonable request from the corresponding author, SP, but are only redistributable to researchers engaged in IRB approved research collaborations. Requests to access the datasets should be directed to <email>stephane.potvin@umontreal.ca</email>.</p>
</sec>
<sec id="s6" sec-type="ethics-statement"><title>Ethics statement</title>
<p>The studies involving humans were approved by CIUSSS de l&#x0027;Est-de-l&#x0027;&#x00EE;le-de-Montr&#x00E9;al. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s7" sec-type="author-contributions"><title>Author contributions</title>
<p>SD: Data curation, Formal Analysis, Investigation, Writing &#x2013; original draft. SM: Conceptualization, Funding acquisition, Methodology, Writing &#x2013; review &#x0026; editing. AD: Writing &#x2013; review &#x0026; editing. SP: Conceptualization, Funding acquisition, Methodology, Supervision, Writing &#x2013; original draft.</p>
</sec>
<sec id="s8" sec-type="funding-information"><title>Funding</title>
<p>The authors declare financial support was received for the research, authorship, and/or publication of this article.</p>
<p>This study was funded by Lucine.</p>
</sec>
<ack><title>Acknowledgments</title>
<p>SP is holder of the <italic>Eli Lilly Canada Chair on schizophrenia research</italic>. AD is holder of a senior salary award from the <italic>Fonds de Recherche du Qu&#x00E9;bec en Sant&#x00E9;</italic>.</p>
</ack>
<sec id="s9" sec-type="COI-statement"><title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The authors declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec id="s11" sec-type="disclaimer"><title>Publisher&#x0027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10" sec-type="supplementary-material"><title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpain.2024.1366892/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpain.2024.1366892/full&#x0023;supplementary-material</ext-link></p>
<supplementary-material id="SD1" content-type="local-data">
<media mimetype="application" mime-subtype="vnd.openxmlformats-officedocument.wordprocessingml.document" xlink:href="Datasheet1.docx"/>
</supplementary-material>
</sec>
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