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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pain Res.</journal-id><journal-title-group>
<journal-title>Frontiers in Pain Research</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pain Res.</abbrev-journal-title></journal-title-group>
<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.2026.1664460</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Systematic Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Dexmedetomidine vs. midazolam-fentanyl for intraoperative analgesia and sedation: a systematic review and meta analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Hashim</surname><given-names>Hashim Talib</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/1265669/overview"/><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role></contrib>
<contrib contrib-type="author"><name><surname>Khalifa</surname><given-names>Mostafa A.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/2964776/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role></contrib>
<contrib contrib-type="author"><name><surname>Shimal</surname><given-names>Aya Ahmed</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/2965945/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Ahmed</surname><given-names>Marafi Jammaa</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author"><name><surname>Elbadawi</surname><given-names>Mohamed H.</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/3043223/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role></contrib>
<contrib contrib-type="author"><name><surname>Hamzah</surname><given-names>Khadeeja Ali</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="validation" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation/">Validation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role></contrib>
<contrib contrib-type="author"><name><surname>Mahgoub</surname><given-names>Abdulhadi M. A.</given-names></name>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role></contrib>
<contrib contrib-type="author"><name><surname>AL-Ihribat</surname><given-names>Alaa R.</given-names></name>
<xref ref-type="aff" rid="aff8"><sup>8</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author"><name><surname>Mohamed</surname><given-names>Salem Waleed Salem</given-names></name>
<xref ref-type="aff" rid="aff9"><sup>9</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/3335371/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role></contrib>
<contrib contrib-type="author"><name><surname>Mohamed</surname><given-names>Fathima Raahima Riyas</given-names></name>
<xref ref-type="aff" rid="aff10"><sup>10</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role></contrib>
<contrib contrib-type="author"><name><surname>Khalafalla</surname><given-names>Elian</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/3231178/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author"><name><surname>Kamil</surname><given-names>Amna</given-names></name>
<xref ref-type="aff" rid="aff11"><sup>11</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="software" vocab-term-identifier="https://credit.niso.org/contributor-roles/software/">Software</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role></contrib>
<contrib contrib-type="author"><name><surname>Wagga</surname><given-names>Anzah Imtiaz</given-names></name>
<xref ref-type="aff" rid="aff11"><sup>11</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role></contrib>
<contrib contrib-type="author"><name><surname>Shahin</surname><given-names>Ahmed Mohamed</given-names></name>
<xref ref-type="aff" rid="aff12"><sup>12</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role></contrib>
<contrib contrib-type="author"><name><surname>Mohammed</surname><given-names>Abdelrhman H.</given-names></name>
<xref ref-type="aff" rid="aff13"><sup>13</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role></contrib>
</contrib-group>
<aff id="aff1"><label>1</label><institution>College of Medicine, University of Warith Al-Anbiyaa</institution>, <city>Karbala</city>, <country country="iq">Iraq</country></aff>
<aff id="aff2"><label>2</label><institution>Faculty of Medicine, Cairo University</institution>, <city>Cairo</city>, <country country="eg">Egypt</country></aff>
<aff id="aff3"><label>3</label><institution>College of Medicine, University of Baghdad</institution>, <city>Baghdad</city>, <country country="iq">Iraq</country></aff>
<aff id="aff4"><label>4</label><institution>Faculty of Medicine, Bahri University</institution>, <city>Khartoum</city>, <country country="sd">Sudan</country></aff>
<aff id="aff5"><label>5</label><institution>Faculty of Medicine, University of Khartoum</institution>, <city>Khartoum</city>, <country country="sd">Sudan</country></aff>
<aff id="aff6"><label>6</label><institution>Baghdad University AIkindy College of Medicine</institution>, <city>Baghdad</city>, <country country="iq">Iraq</country></aff>
<aff id="aff7"><label>7</label><institution>Faculty of Medicine, University of Gezira</institution>, <city>Madani</city>, <state>Gezira</state>, <country country="sd">Sudan</country></aff>
<aff id="aff8"><label>8</label><institution>College of Medicine and Health Sciences, Polytechnic University</institution>, <city>Hebron</city>, <country country="">Palestine</country></aff>
<aff id="aff9"><label>9</label><institution>Faculty of Medicine, Alexandria University</institution>, <city>Alexandria</city>, <country country="eg">Egypt</country></aff>
<aff id="aff10"><label>10</label><institution>College of Medicine, Alfaisal University</institution>, <city>Riyadh</city>, <country country="sa">Saudi Arabia</country></aff>
<aff id="aff11"><label>11</label><institution>Jinnah Sindh Medical University</institution>, <city>Karachi</city>, <country country="pk">Pakistan</country></aff>
<aff id="aff12"><label>12</label><institution>Faculty of Medicine, Menoufia University</institution>, <city>Menoufia</city>, <country country="eg">Egypt</country></aff>
<aff id="aff13"><label>13</label><institution>College of Medicine, Luxor University</institution>, <city>Luxor</city>, <country country="eg">Egypt</country></aff>
<author-notes>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Marafi Jammaa Ahmed <email xlink:href="mailto:marafi.ahmed99@gmail.com">marafi.ahmed99@gmail.com</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-03-27"><day>27</day><month>03</month><year>2026</year></pub-date>
<pub-date publication-format="electronic" date-type="collection"><year>2026</year></pub-date>
<volume>7</volume><elocation-id>1664460</elocation-id>
<history>
<date date-type="received"><day>12</day><month>07</month><year>2025</year></date>
<date date-type="rev-recd"><day>14</day><month>01</month><year>2026</year></date>
<date date-type="accepted"><day>09</day><month>02</month><year>2026</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2026 Hashim, Khalifa, Shimal, Ahmed, Elbadawi, Hamzah, Mahgoub, AL-Ihribat, Mohamed, Mohamed, Khalafalla, Kamil, Wagga, Shahin and Mohammed.</copyright-statement>
<copyright-year>2026</copyright-year><copyright-holder>Hashim, Khalifa, Shimal, Ahmed, Elbadawi, Hamzah, Mahgoub, AL-Ihribat, Mohamed, Mohamed, Khalafalla, Kamil, Wagga, Shahin and Mohammed</copyright-holder><license><ali:license_ref start_date="2026-03-27">https://creativecommons.org/licenses/by/4.0/</ali:license_ref><license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://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.</license-p></license>
</permissions>
<abstract><sec><title>Background</title>
<p>Ongoing research aims to identify the most effective sedative for procedural sedation. This meta-analysis compares dexmedetomidine with midazolam-fentanyl in surgical patients.</p>
</sec><sec><title>Methods</title>
<p>We conducted a search through MEDLINE, EMBASE and CENTERAL to find randomized controlled trials (RCTs) comparing dexmedetomidine and midazolam-fentanyl. Data on participant characteristics, intervention details, and outcomes were extracted, focusing on intraoperative hemodynamic parameters, respiratory safety, and adverse events. Sedative efficacy and recovery profiles were also evaluated and assessed descriptively across included studies. Data were analyzed using RevMan 5.4, applying random effects models for significant heterogeneity (I<sup>2</sup>&#x2009;&#x003E;&#x2009;50&#x0025;). Studies with fewer than three data points per group were excluded, and sensitivity analyses were performed.</p>
</sec><sec><title>Results</title>
<p>We include 4 RCTs with 259 patients. Dexmedetomidine significantly lowered mean arterial pressure (MAP) by &#x2212;6.42&#x2005;mmHg (95&#x0025; CI: &#x2212;8.24 to &#x2212;2.21, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001). Initially, heart rate differences were not significant, but after excluding an outlier, dexmedetomidine reduced heart rates by 6.71&#x2005;bpm (95&#x0025; CI: &#x2212;10.74 to &#x2212;2.68, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.001). Respiratory rate and oxygen saturation showed no significant differences between groups, and adverse events were comparable.</p>
</sec><sec><title>Conclusion</title>
<p>Dexmedetomidine offers superior blood pressure control compared to midazolam-fentanyl, with similar safety profiles for respiratory parameters. Further research is needed to assess long-term outcomes such as postoperative delirium and residual sedation.</p>
</sec>
</abstract>
<kwd-group>
<kwd>analgesia</kwd>
<kwd>dexmedetomidine</kwd>
<kwd>midazolam</kwd>
<kwd>midazolam-fentanyl</kwd>
<kwd>sedation</kwd>
</kwd-group><funding-group><funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement></funding-group><counts>
<fig-count count="6"/>
<table-count count="2"/><equation-count count="0"/><ref-count count="23"/><page-count count="8"/><word-count count="0"/></counts><custom-meta-group><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Pharmacological Treatment of Pain</meta-value></custom-meta></custom-meta-group>
</article-meta>
</front>
<body><sec id="s1" sec-type="intro"><label>1</label><title>Introduction</title>
<p>Patients admitted to the ICU are usually in need of invasive and uncomfortable interventions such as mechanical ventilation. To reduce anxiety, increase tolerance, ease patient comfort and safety and improve outcomes of such interventions, sedation is common practice (<xref ref-type="bibr" rid="B1">1</xref>). Intraoperative sedation is essential for maintaining patient comfort, optimizing surgical conditions, and ensuring hemodynamic stability during surgery (<xref ref-type="bibr" rid="B2">2</xref>). Many drugs are used to reduce anxiety and induce sedation, such as benzodiazepines, barbiturates, phenothiazines, opioids, and antihistamines, but these agents can also prolong mechanical ventilation and ICU stay (<xref ref-type="bibr" rid="B3">3</xref>).</p>
<p>Traditionally, sedative agents administered in the ICU are <italic>&#x03B3;</italic>-aminobutyric receptor agonists (GABA) which include the benzodiazepines such as Midazolam (<xref ref-type="bibr" rid="B1">1</xref>). Although midazolam is believed to have few hemodynamic side effects, it is one of the most frequently used sedatives for procedural sedation (<xref ref-type="bibr" rid="B2">2</xref>). A combination of midazolam, a benzodiazepine, and fentanyl, an opioid, has been widely used due to their synergistic effects in achieving the desired depth of sedation and analgesia. Midazolam is known for its rapid onset and short-lasting effect and sedative-hypnotic properties, while fentanyl provides potent analgesia. Yet, opioids are well known to produce tolerance, dependence, and a number of unwanted side effects such as respiratory depression, prolonged sedation, apnea, loss of airway reflexes and challenges in withdrawal (<xref ref-type="bibr" rid="B4">4</xref>).</p>
<p>Dexmedetomidine (an alpha2-adrenergic agonist) is a selective, specific, and highly potent new drug, which can also be used for procedural sedation. It has sedative, hypnotic and anxiolytic properties and is known for its analgesic potential owing to a decrease in sympathetic tone (<xref ref-type="bibr" rid="B2">2</xref>). It is a highly selective alpha-2 receptor agonist target at the locus coeruleus, providing an alternative to a GABA agonist for ICU sedation (<xref ref-type="bibr" rid="B5">5</xref>). It has less of an impact on arousability and patient interaction (<xref ref-type="bibr" rid="B6">6</xref>). Dexmedetomidine is also noted for its role in enhancing patient comfort, enabling faster recovery, and facilitating earlier extubation (<xref ref-type="bibr" rid="B7">7</xref>). However, the United States Federal Drug Administration has advised that it is only used for short-term sedation (&#x003C;24&#x2005;h) because of its dose-dependent cardiovascular effects, such as reductions in heart rate, cardiac output, arterial and pulmonary arterial pressures and complications of respiratory failure, such as acute respiratory distress syndrome (<xref ref-type="bibr" rid="B6">6</xref>). Dexmedetomidine can also lower the incidence of postoperative delirium, rather than the more common sedatives (propofol or midazolam), a significant and somewhat common complication in surgical patients that is defined by a transient mental state that includes hallucinations, confusion, anxiety, and incomprehensible speech (<xref ref-type="bibr" rid="B8">8</xref>). A recent meta-analysis, however, produced conflicting findings on the impact of dexmedetomidine on duration of mechanical ventilation and ICU stay (<xref ref-type="bibr" rid="B9">9</xref>). In actual clinical practice, midazolam is still commonly used, even though recent international guidelines provided a conditional recommendation favoring the use of dexmedetomidine over benzodiazepines in adults on mechanical ventilation, particularly during the COVID-19 pandemic when medication shortages occurred (<xref ref-type="bibr" rid="B10">10</xref>).</p>
<p>Many studies have compared aspects of the safety and efficacy of midazolam and dexmedetomidine, but the results have not yet been systematically reviewed. The objective of this systematic review and meta-analysis is to comprehensively compare the efficacy, safety, and patient outcomes of dexmedetomidine vs. midazolam-fentanyl for sedation and analgesia when used as monosedatives. We also assessed whether sedation with dexmedetomidine is safer and more efficacious than standard sedation with a midazolam-fentanyl regimen in maintaining the target sedation level in long-stay ICU patients. By consolidating findings from multiple studies, this review will provide evidence to guide intraoperative sedation practices and may help inform updates to surgical anesthesia protocols.</p>
</sec>
<sec id="s2" sec-type="methods"><label>2</label><title>Methods</title>
<p>This systematic review adhered to the PRISMA-2020 guidelines (Preferred Reporting Items for Systematic Reviews and Meta-Analyses), maintaining a consistent and structured approach through each phase of the research process, from the literature search to data synthesis. The review&#x0027;s aims and scope were defined using the PICO framework (Participants, Interventions, Comparisons, and Outcomes), as outlined in <xref ref-type="table" rid="T1">Table&#x00A0;1</xref>.</p>
<table-wrap id="T1" position="float"><label>Table&#x00A0;1</label>
<caption><p>PICO framework.</p></caption>
<table>
<colgroup>
<col align="left"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">PICO</th>
<th valign="top" align="left">Description</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">P (participants)</td>
<td valign="top" align="left">Patients undergoing surgery require intraoperative sedation and analgesia.</td>
</tr>
<tr>
<td valign="top" align="left">I (intervention)</td>
<td valign="top" align="left">Dexmedetomidine administration during surgery.</td>
</tr>
<tr>
<td valign="top" align="left">C (comparisons)</td>
<td valign="top" align="left">Midazolam combined with fentanyl during surgery</td>
</tr>
<tr>
<td valign="top" align="left">O (outcomes)</td>
<td valign="top" align="left">Hemodynamic parameters, respiratory safety, adverse events, and immediate recovery characteristics.</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>A comprehensive search strategy was developed on 3 of March 2025 to identify studies examining the effects of dexmedetomidine vs. midazolam-fentanyl on postoperative hemodynamic changes. The search spanned major databases: MEDLINE, EMBASE and CENTERAL for their extensive coverage of medical and clinical literature. To ensure retrieval accuracy, the search query incorporated a combination of keywords and Medical Subject Headings (MeSH) terms, using phrases such as (Dexmedetomidine OR Dexmedetomidine Hydrochloride OR MPV-1440 OR Igalmi OR Percedex OR Sedadex OR Sileo OR Cepedex OR Dexdor OR Dexdomitor OR DEX) AND (Midazolam OR Dormicum OR Ro 21-3981 OR Midozolam Hydrochloride OR Midozolam Maleate OR MDZ) AND (Sedation OR Analgesia OR Pain Control OR Anesthesia OR Intensive Care). Boolean operators (AND/OR) were applied to structure the syntax effectively, ensuring the identification of studies that specifically evaluated the impact of dexmedetomidine and midazolam on postoperative hemodynamic parameters, sedation quality, and clinical outcomes. The search spanned titles, abstracts, and keywords. All citations were imported into the Rayyan software for processing, including duplicate removal and initial screening.</p>
<p>Inclusion and exclusion criteria were meticulously defined to ensure that only scientifically rigorous studies were considered. Eligible studies had to be peer-reviewed original research articles published in English, focusing on adult intraoperative patients patients who received either dexmedetomidine or midazolam for sedation. Only studies that directly compared dexmedetomidine with midazolam (with or without fentanyl) within the same study population were included. The primary outcomes assessed included hemodynamic parameters such as blood pressure, heart rate, and cardiac output, along with sedation efficacy and postoperative recovery. Eligible study design are only randomized control trial. Studies were excluded if they were non-peer-reviewed sources (such as editorials, opinion pieces, conference abstracts, or indexes), focused on sedatives other than dexmedetomidine or midazolam, or did not report relevant hemodynamic outcomes. Studies reporting outcomes for only one sedative agent were excluded to avoid indirect comparisons and excessive clinical heterogeneity. Articles written in languages other than English were also excluded from the review.</p>
<p>The screening process involved two reviewers [A.M., K.A.]. Discrepancies among reviewers were addressed through discussion and the senior author&#x0027;s advice.</p>
<p>We followed a systematic approach, beginning with title screening, followed by abstract screening, and culminating in full-text review. Each article&#x0027;s title and abstract were initially assessed against predefined inclusion and exclusion criteria. The subsequent full-text evaluation ensured that studies met all eligibility requirements and provided sufficient data on postoperative hemodynamic effects. This structured three-phase screening process facilitated the selection of studies that directly addressed the research objectives, ensuring the inclusion of high-quality evidence.</p>
<p>Data extraction was performed using a structured Microsoft Excel form to systematically capture relevant information. Extracted data included study identification details (first author, publication year, study title, and design), participant characteristics (sample size, age, gender, surgical procedure, and postoperative sedation requirements), and intervention details (drug administered, dosage, administration route, and duration). Outcome variables focused on hemodynamic parameters (blood pressure, heart rate, cardiac output), and adverse events. Sedative efficacy and recovery-related outcomes were inconsistently reported across studies and, therefore, were summarized narratively rather than pooled quantitatively.</p>
<p>To assess the risk of bias in the included studies, the Cochrane bias assessment tool was applied based on study design, which is randomized controlled trials of 4 RCTs (<xref ref-type="bibr" rid="B11">11</xref>), to ensure a robust and standardized evaluation. We involved two reviewers [SW and AK]. Discrepancies among reviewers were addressed through discussion and the senior author&#x0027;s advice.</p>
<p>Meta-analysis was conducted using RevMan software V5.4. We assessed the heterogeneity using the I<sup>2</sup> statistic. The I<sup>2</sup> statistic quantifies the proportion of total variability in effect estimates that is attributable to between-study heterogeneity rather than chance. Then, a random-effects model was applied when significant heterogeneity was present; otherwise, a fixed-effects model was applied. An I<sup>2</sup> value below 50&#x0025; indicates the absence of heterogeneity. An I<sup>2</sup> value greater than 50&#x0025; was considered indicative of substantial heterogeneity, reflecting meaningful clinical or methodological differences between included studies.</p>
<p>Mean difference was used to present the effect sizes of the outcomes. Outcomes which were included in fewer than 3 studies (for each group of comparators) weren&#x0027;t included in the analysis. In all outcomes, we analysed the parameters at the end time point of follow-up. Assessment of heterogeneity is essential in meta-analysis because high between-study variability may influence the reliability and interpretation of pooled estimates. Heart rate and mean arterial pressure were analyzed as changes from baseline to the final reported intraoperative time point, as defined by the original studies. Sensitivity analysis was also performed to determine the causes of heterogeneity. Standard deviations (SD) were obtained from a comparable study with a similar type of surgery, gender distribution, and long follow-up duration (<xref ref-type="bibr" rid="B12">12</xref>). These values were used to impute missing SDs in another study that did not report them (<xref ref-type="bibr" rid="B13">13</xref>).</p>
</sec>
<sec id="s3" sec-type="results"><label>3</label><title>Results</title>
<sec id="s3a"><label>3.1</label><title>Search results and study selection</title>
<p>The literature search identified 248 records after removal of duplicates, including records retrieved from electronic databases and additional sources. All records were screened based on titles and abstracts, resulting in the exclusion of 231 articles that did not meet the inclusion criteria. Seventeen full-text articles were assessed for eligibility, of which 13 were excluded for predefined reasons, including duplication (<italic>n</italic>&#x2009;&#x003D;&#x2009;10) and study protocols (<italic>n</italic>&#x2009;&#x003D;&#x2009;3). Ultimately, four randomized controlled trials met all eligibility criteria and were included in the quantitative synthesis. PRISMA flowchart [<xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>] illustrates the selection procedure.</p>
<fig id="F1" position="float"><label>Figure&#x00A0;1</label>
<caption><p>Preferred reporting items for systematic reviews and meta-analyses (PRISMA) flow diagram.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fpain-07-1664460-g001.tif"><alt-text content-type="machine-generated">Flowchart diagram illustrating the study selection process for a meta-analysis, showing the identification, screening, eligibility assessment, exclusion reasons, and final inclusion of four studies out of an initial 248 records.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3b"><label>3.2</label><title>Baseline characteristics of the included studies</title>
<p>The number of included studies was 4 studies. All of the included studies were randomized controlled clinical trials which targeted the use of dexmedetomidine vs. midazolam among surgery patients. All studies targeted adult patients. The total sample size was 259, with a mean age of 33.36&#x2009;&#x00B1;&#x2009;18.3 years old. The mean duration of surgery was 63.5&#x2009;&#x00B1;&#x2009;50&#x2005;min. The mean weight across studies was 55.9&#x2009;&#x00B1;&#x2009;21.0&#x2005;kg. The monitoring period ranged from 6&#x2005;min after anesthesia induction to 180&#x2005;min (<xref ref-type="table" rid="T2">Table&#x00A0;2</xref>).</p>
<table-wrap id="T2" position="float"><label>Table&#x00A0;2</label>
<caption><p>Characteristics of included studies.</p></caption>
<table>
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="left"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Study</th>
<th valign="top" align="center">Sample size</th>
<th valign="top" align="center">Age (mean and SD) (years)</th>
<th valign="top" align="center">Duration of surgery (mean and SD) (minutes)</th>
<th valign="top" align="center">Females (<italic>N</italic>, &#x0025;)</th>
<th valign="top" align="center">Weight (mean and SD) (kg)</th>
<th valign="top" align="left">Type of surgery</th>
<th valign="top" align="center">Duration of intraoperative monitoring after induction (minutes)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Zeyneloglu, (<xref ref-type="bibr" rid="B1">1</xref>)</td>
<td valign="top" align="center">49</td>
<td valign="top" align="center">47.8&#x2009;&#x00B1;&#x2009;12</td>
<td valign="top" align="center">39.71&#x2009;&#x00B1;&#x2009;7.9</td>
<td valign="top" align="center">23 (46.94&#x0025;)</td>
<td valign="top" align="center">76.6&#x2009;&#x00B1;&#x2009;14</td>
<td valign="top" align="left">Outpatient extracorporeal shock wave lithotripsy (ESWL)</td>
<td valign="top" align="center">50</td>
</tr>
<tr>
<td valign="top" align="left">Jaakola, (<xref ref-type="bibr" rid="B2">2</xref>)</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">45.5&#x2009;&#x00B1;&#x2009;4.7</td>
<td valign="top" align="center">10.98&#x2009;&#x00B1;&#x2009;11.3</td>
<td valign="top" align="center">20 (100&#x0025;)</td>
<td valign="top" align="center">67&#x2009;&#x00B1;&#x2009;10</td>
<td valign="top" align="left">Elective abdominal hysterectomy</td>
<td valign="top" align="center">6</td>
</tr>
<tr>
<td valign="top" align="left">Parikh, (<xref ref-type="bibr" rid="B3">3</xref>)</td>
<td valign="top" align="center">90</td>
<td valign="top" align="center">29.3&#x2009;&#x00B1;&#x2009;11.4</td>
<td valign="top" align="center">79.75&#x2009;&#x00B1;&#x2009;11</td>
<td valign="top" align="center">48 (53.33&#x0025;)</td>
<td valign="top" align="center">53.6&#x2009;&#x00B1;&#x2009;10.7</td>
<td valign="top" align="left">Tympanoplasty</td>
<td valign="top" align="center">90</td>
</tr>
<tr>
<td valign="top" align="left">Oriby, (<xref ref-type="bibr" rid="B4">4</xref>)</td>
<td valign="top" align="center">60</td>
<td valign="top" align="center">42.9&#x2009;&#x00B1;&#x2009;15.3</td>
<td valign="top" align="center">14.13&#x2009;&#x00B1;&#x2009;6.6</td>
<td valign="top" align="center">32 (53.33&#x0025;)</td>
<td valign="top" align="center">64.7&#x2009;&#x00B1;&#x2009;5.7</td>
<td valign="top" align="left">Microlaryngoscopy</td>
<td valign="top" align="center">10</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3c"><label>3.3</label><title>Risk of bias assessment</title>
<p>According to the ROB-2 assessment (<xref ref-type="fig" rid="F2">Figure&#x00A0;2</xref>), one study was judged to have a high risk of biasone study was judged to have a high risk of bias (<xref ref-type="bibr" rid="B14">14</xref>), while three studies were rated as low risk of bias (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>), mainly due to concerns in deviations from intended interventions, measurement of outcomes, and selective reporting as presented in <xref ref-type="fig" rid="F3">Figures&#x00A0;3</xref>,<xref ref-type="fig" rid="F4">4</xref>.</p>
<fig id="F2" position="float"><label>Figure&#x00A0;2</label>
<caption><p>Fixed effect model for the change in heart rate after removal of the outlier.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fpain-07-1664460-g002.tif"><alt-text content-type="machine-generated">Forest plot comparing dexmedetomidine and midazolam across three studies reports a pooled mean difference of -6.96 favoring dexmedetomidine, with a 95% confidence interval from -11.15 to -2.77 and overall p-value of 0.001.</alt-text>
</graphic>
</fig>
<fig id="F3" position="float"><label>Figure&#x00A0;3</label>
<caption><p>Risk of bias assessment of the included studies.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fpain-07-1664460-g003.tif"><alt-text content-type="machine-generated">Risk of bias assessment table for four studies with five domains and overall judgment. Zeyneloglu, 2008 shows high risk in three domains and overall, some concerns in one, and low in one. Jaakola, 1994; Parikh, 2013; and Oriby, 2023 show low risk across all domains and overall. Color coding denotes judgment levels: red for high, yellow for some concerns, green for low. Domains and their definitions are listed below the table.</alt-text>
</graphic>
</fig>
<fig id="F4" position="float"><label>Figure&#x00A0;4</label>
<caption><p>Summary of the risk of bias assessment.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fpain-07-1664460-g004.tif"><alt-text content-type="machine-generated">Bar chart displaying sources of bias in clinical research with green indicating low risk, yellow some concerns, and red high risk. Most categories show significant high-risk portions except randomization, which shows mostly low risk and some concern.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3d"><label>3.4</label><title>Outcomes</title>
<sec id="s3d1"><label>3.4.1</label><title>Change in heart rate</title>
<p>Random effect model was performed on 4 studies with 110 patients in the Dexmedetomidine group and 109 in the midazolam group, the pooled estimate of change in heart rate was &#x2212;3.74 beats per minute (C.I&#x2009;&#x003D;&#x2009;&#x2212;12.27, 4.80), but the difference between Dexmedetomidine and Midazolam wasn&#x0027;t significant (<italic>p</italic>-value&#x2009;&#x003D;&#x2009;0.39). These findings can&#x0027;t be generalized due to the use of a random effect model implied by the high significance of heterogeneity (I<sup>2</sup>&#x2009;&#x003D;&#x2009;79&#x0025;, <italic>p</italic>-value&#x003D;0.002) (<xref ref-type="fig" rid="F5">Figure&#x00A0;5</xref>). Sensitivity analysis was performed by removing one study at a time. Removal of each study didn&#x0027;t eliminate heterogeneity except when removal of Zeyneloglu, 2008 study (<xref ref-type="bibr" rid="B14">14</xref>). After removal of the outlier (<xref ref-type="bibr" rid="B14">14</xref>), the Dexmedetomidine group showed significantly more reduction in heart rate by 6.96 beats per minute than the midazolam group in the fixed effects model (C.I&#x2009;&#x003D;&#x2009;&#x2212;11.15, &#x2212;2.77) (<italic>p</italic>-value&#x2009;&#x003D;<sans-serif>&#x2009;0</sans-serif>.001) (<xref ref-type="fig" rid="F2">Figure&#x00A0;2</xref>).</p>
<fig id="F5" position="float"><label>Figure&#x00A0;5</label>
<caption><p>Random effect model for the change in heart rate.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fpain-07-1664460-g005.tif"><alt-text content-type="machine-generated">Forest plot comparing mean differences between dexmedetomidine and midazolam across four studies, showing confidence intervals for each, weights, and overall mean difference of negative three point seventy-four with wide confidence interval, indicating statistical heterogeneity.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3d2"><label>3.4.2</label><title>Change in mean arterial pressure</title>
<p>Fixed effects model was performed on 4 studies with 110 patients in the Dexmedtomidine group and 109 in the midozolam group, the pooled estimate for the change in mean arterial pressure was &#x2212;6.42 mmHg (C.I&#x2009;&#x003D;&#x2009;&#x2212;9.03, 3.81) (<italic>p</italic>-value &#x003C;0.001), indicating significantly more reduction in mean arterial pressure in the Dexmedetomidine group than in the midazolam group (<xref ref-type="fig" rid="F6">Figure&#x00A0;6</xref>).</p>
<fig id="F6" position="float"><label>Figure&#x00A0;6</label>
<caption><p>Fixed effects model for the change in mean arterial pressure.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fpain-07-1664460-g006.tif"><alt-text content-type="machine-generated">Forest plot comparing dexmedetomidine and midazolam across four studies, displaying mean differences with confidence intervals. Combined result favors dexmedetomidine with a mean difference of minus six point four two, confidence interval minus nine point zero three to minus three point eight one, and no observed heterogeneity.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3d3"><label>3.4.3</label><title>Respiratory rate</title>
<p>Only two studies reported the respiratory rate (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B14">14</xref>). In both studies, there was no significant difference between the Dexmedetomidine group and the midazolam group at the end of the follow-up periods.</p>
</sec>
<sec id="s3d4"><label>3.4.4</label><title>Oxygen saturation</title>
<p>Only two studies reported the oxygen saturation (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>). Both of these studies reported no significant difference in oxygen saturation at the end of the study. Jaakola, 1994 study reported almost normal saturation across the period of the study, with the smallest values being 96&#x0025; and 95&#x0025; in the Dexmedetomidine group and the midazolam group, respectively. While in Zeyneloglu, 2008 reporter abnormal findings, with the smallest values to be 92.7&#x0025; and 92.3&#x0025; in the Dexmedetomidine group and the midazolam group, respectively (<xref ref-type="bibr" rid="B14">14</xref>).</p>
</sec>
<sec id="s3d5"><label>3.4.5</label><title>Adverse events</title>
<p>Multiple adverse events have been reported across the studies, which were: nausea, vomiting, hypotension, hypertension, hypoxemia, bradycardia and agitation. Regarding Zeyneloglu, 2008 study, incidences of nausea and vomiting weren&#x0027;t significantly different between Dexmedetomidine and Midazolam groups (<xref ref-type="bibr" rid="B14">14</xref>). Hypotension incidences weren&#x0027;t found to be significantly different between the groups in both Zeyneloglu, 2008 and Oriby, 2023 studies (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B16">16</xref>). Bradycardia incidence was zero in Zeyneloglu, 2008 study (<xref ref-type="bibr" rid="B14">14</xref>), but reached 10 cases (16.7&#x0025;) in Oriby, 2023 study (<xref ref-type="bibr" rid="B16">16</xref>), with no significant difference between groups. Hypoxemia and hypertension were only mentioned in one study (Zeyneloglu, 2008), with no significant difference between Dexmedetomidine and midazolam groups (<xref ref-type="bibr" rid="B14">14</xref>).</p>
</sec>
</sec>
</sec>
<sec id="s4" sec-type="discussion"><label>4</label><title>Discussion</title>
<p>Advancements in sedative agents have reshaped perioperative care, optimizing both pain management and patient recovery outcomes. Dexmedetomidine, an alpha-2 adrenergic agonist, has gained attention for its sedative properties while preserving respiratory function (<xref ref-type="bibr" rid="B17">17</xref>). Midazolam, a benzodiazepine, is often combined with fentanyl to provide sedation and analgesia during surgical procedures (<xref ref-type="bibr" rid="B18">18</xref>). Despite their widespread use, the comparative efficacy and safety of dexmedetomidine vs. midazolam-fentanyl remain a topic of debate. This meta-analysis aimed to provide a comprehensive comparison between these sedative strategies in patients undergoing procedures requiring sedation and analgesia.</p>
<p>Our meta-analysis of four randomized controlled trials (RCTs), encompassing 259 patients, revealed key differences between dexmedetomidine and midazolam-fentanyl in hemodynamic parameters, particularly mean arterial pressure (MAP) and heart rate (HR). While the pooled estimate for change in HR did not initially show statistical significance, sensitivity analysis revealed that after removing the outlier study (Zeyneloglu, 2008) (<xref ref-type="bibr" rid="B14">14</xref>), dexmedetomidine significantly reduced HR compared to midazolam. Additionally, dexmedetomidine led to a significantly greater reduction in MAP. These findings align with previous research by Wen et al. (<xref ref-type="bibr" rid="B10">10</xref>) demonstrating dexmedetomidine&#x0027;s sympatholytic effects, which contribute to hemodynamic stability and reduced cardiovascular stress. However, differences in surgical types and anesthetic techniques among the included studies limit direct comparison. However, its impact on bradycardia remains controversial, as some studies have reported an increased incidence of bradycardia with dexmedetomidine use (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>).</p>
<p>In terms of respiratory safety, our findings suggest no significant differences in respiratory rate or oxygen saturation between the two groups, consistent with prior meta-analysis by Lin et al. (<xref ref-type="bibr" rid="B21">21</xref>). Notably, dexmedetomidine&#x0027;s ability to provide sedation without significant respiratory depression is a crucial advantage in procedural sedation settings. Previous literature has emphasized the respiratory risks associated with benzodiazepines and opioids, particularly in vulnerable populations (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>).</p>
<p>Regarding adverse events, our analysis highlighted variability across studies and did not find significant differences. Similarly, hypotension and bradycardia occurred in both groups without a clear pattern of predominance. This variability may stem from differences in dosing protocols, patient characteristics, and monitoring durations across studies.</p>
<p>The heterogeneity observed in our analysis was particularly notable in HR outcomes, necessitating the use of a random-effects model. Potential sources of heterogeneity include variations in patient demographics, surgical procedures, and anesthetic protocols. For instance, the duration of follow-up varied significantly across studies, potentially affecting outcome assessment.</p>
<p>Nevertheless, based on the current evidence, dexmedetomidine provides superior hemodynamic stability compared with midazolam-fentanyl while maintaining a comparable safety profile for respiratory outcomes. These advantages make dexmedetomidine a valuable option for intraoperative sedation, particularly in patients at risk of cardiovascular stress or opioid-related respiratory depression.</p>
</sec>
<sec id="s5"><label>5</label><title>Limitations</title>
<p>Several limitations must be acknowledged. First, the small number of included studies (<italic>n</italic>&#x2009;&#x003D;&#x2009;4) and the relatively modest sample size (259 patients) limit the generalizability of our findings. Second, variations in study designs, including differences in sedative dosing and monitoring protocols, introduce potential bias. Third, the lack of long-term follow-up data prevents assessment of prolonged effects on recovery and patient satisfaction. Finally, publication bias cannot be excluded, as negative findings may be underreported in the literature.</p>
<p>Another key limitation is that our analysis did not capture clinically important outcomes such as postoperative delirium, residual sedation, and difficulty with weaning from sedation. These are highly relevant for clinical practice and should be prioritized in future research.</p>
<sec id="s5a"><label>5.1</label><title>Implications for future research</title>
<p>Further research is warranted to better delineate the optimal sedation strategy in different procedural settings. Large-scale, multicenter RCTs with standardized protocols are needed to confirm our findings and explore additional outcomes such as recovery time, patient satisfaction, and long-term hemodynamic effects. Additionally, studies evaluating the cost-effectiveness of dexmedetomidine vs. midazolam-fentanyl could provide valuable insights for clinical decision-making.</p>
</sec>
</sec>
<sec id="s6" sec-type="conclusions"><label>6</label><title>Conclusion</title>
<p>This systematic review and meta-analysis demonstrate that dexmedetomidine provides superior hemodynamic stability compared with midazolam-fentanyl, while maintaining a comparable respiratory safety profile. These findings support the use of dexmedetomidine as a preferred sedative strategy in surgical patients, particularly those at higher risk of cardiovascular fluctuations or opioid-related respiratory compromise. Clinicians should consider incorporating dexmedetomidine more broadly into perioperative protocols to enhance patient safety and optimize surgical outcomes.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="data-availability"><title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author/s.</p>
</sec>
<sec id="s8" sec-type="author-contributions"><title>Author contributions</title>
<p>HH: Conceptualization, Writing &#x2013; review &#x0026; editing. MK: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AAS: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Project administration. MA: Supervision, Conceptualization, Writing &#x2013; review &#x0026; editing. ME: Writing &#x2013; review &#x0026; editing. KH: Validation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AM: Data curation, Writing &#x2013; review &#x0026; editing. AAI: Writing &#x2013; original draft. SM: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. FM: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. EK: Writing &#x2013; original draft. AK: Software, Supervision, Writing &#x2013; review &#x0026; editing. AW: Investigation, Writing &#x2013; review &#x0026; editing. AMS: Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AHM: Writing &#x2013; original draft, Formal analysis.</p>
</sec>
<sec id="s10" sec-type="COI-statement"><title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="ai-statement"><title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec id="s12" 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>
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<fn-group>
<fn id="n1" fn-type="custom" custom-type="edited-by"><p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3024078/overview">Gabriele Melegari</ext-link>, University Hospital of Modena, Italy</p></fn>
<fn id="n2" fn-type="custom" custom-type="reviewed-by"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/12599/overview">Peter Herman</ext-link>, Yale University, United States</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2319209/overview">Chiara Di Franco</ext-link>, University of Pisa, Italy</p></fn>
</fn-group>
</back>
</article>