<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "http://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="systematic-review" dtd-version="1.2" xml:lang="en">
    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">F1000Research</journal-id>
            <journal-title-group>
                <journal-title>F1000Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2046-1402</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/f1000research.180073.1</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Systematic Review</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Effect of high-intensity interval training (HIIT) versus moderate-intensity continuous training (MICT) on insulin sensitivity in participants with type 2 diabetes mellitus (T2DM): A systematic review and meta-analysis of randomised controlled trials</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: awaiting peer review]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Kong</surname>
                        <given-names>Choi Yu Annie</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Amaravadi</surname>
                        <given-names>Sampath Kumar</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Costa</surname>
                        <given-names>Jorge</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Ferreira</surname>
                        <given-names>Arthur de S&#x00e1;</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0001-7014-2002</uri>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Vig&#x00e1;rio</surname>
                        <given-names>Patr&#x00ed;cia dos Santos</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Alaparthi</surname>
                        <given-names>Gopala Krishna</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a3">3</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>School of Sport Exercise and Rehabilitation Sciences, College of Life and Environmental Sciences, University of Birmingham, Birmingham, England, B15 2TT, UK</aff>
                <aff id="a2">
                    <label>2</label>Postgraduate Program in Rehabilitation Sciences, Centro Universitario Augusto Motta, Rio de Janeiro, State of Rio de Janeiro, 21032-060, Brazil</aff>
                <aff id="a3">
                    <label>3</label>Department of Health Professions, Manchester Metropolitan University, Faculty of Health and Education, Manchester, England, UK</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:s.k.amaravadi@bham.ac.uk">s.k.amaravadi@bham.ac.uk</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>29</day>
                <month>5</month>
                <year>2026</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2026</year>
            </pub-date>
            <volume>15</volume>
            <elocation-id>836</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>29</day>
                    <month>4</month>
                    <year>2026</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Kong CYA et al.</copyright-statement>
                <copyright-year>2026</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://f1000research.com/articles/15-836/pdf"/>
            <abstract>
                <sec>
                    <title>Background</title>
                    <p>High-intensity interval training (HIIT) and moderate-intensity continuous training (MICT) are widely prescribed exercise modalities for individuals with type 2 diabetes mellitus (T2DM). However, their comparative effects on insulin sensitivity remain unclear.</p>
                </sec>
                <sec>
                    <title>Objective</title>
                    <p>To compare the effects of HIIT and MICT on insulin sensitivity and related metabolic outcomes in adults with T2DM.</p>
                </sec>
                <sec>
                    <title>Methods</title>
                    <p>A systematic review and meta-analysis of randomised controlled trials (RCTs) was conducted following PRISMA guidelines and registered with PROSPERO (CRD42024593995). Seven databases (CINAHL Plus, EMBASE, MEDLINE, ProQuest, SCOPUS, SPORT Discus, and Web of Science) were searched from January 2015 to December 2025. Eligible RCTs included adults aged 30&#x2013;70&#x00a0;years with T2DM comparing HIIT, MICT, and/or non-exercise control groups. The revised Cochrane Risk of Bias tool (RoB 2) and modified Downs and Black checklist were used to assess study quality. Data were pooled using random-effects meta-analysis and reported as standardised mean differences (SMD) with 95% confidence intervals (CI).</p>
                </sec>
                <sec>
                    <title>Results</title>
                    <p>Four RCTs (n&#x00a0;=&#x00a0;162; 66 HIIT, 63 MICT, 39 control) met the inclusion criteria. Meta-analyses revealed no statistically significant between-group differences in post-intervention outcomes: HbA1c (SMD &#x2212;0.52 [95% CI &#x2212;2.73 to 1.69], p&#x00a0;=&#x00a0;0.42), HOMA-IR (SMD &#x2212;0.14 [95% CI &#x2212;3.32 to 3.04], p&#x00a0;=&#x00a0;0.67), fasting insulin (SMD &#x2212;0.05 [95% CI &#x2212;4.30 to 4.21], p&#x00a0;=&#x00a0;0.91), fasting blood sugar (SMD &#x2212;0.29 [95% CI &#x2212;1.32 to 0.75], p&#x00a0;=&#x00a0;0.18), and body mass index (SMD &#x2212;0.37 [95% CI &#x2212;1.23 to 0.50], p&#x00a0;=&#x00a0;0.27). Heterogeneity was moderate to high for some outcomes (I
                        <sup>2</sup>&#x00a0;=&#x00a0;42&#x2013;84%). Overall methodological quality was good-to-excellent across studies.</p>
                </sec>
                <sec>
                    <title>Conclusions</title>
                    <p>HIIT and MICT appear to elicit comparable improvements in insulin sensitivity among adults with T2DM. These findings support flexibility in exercise prescription to accommodate individual preferences and clinical contexts. Larger, standardised RCTs are needed to confirm these results and explore long-term adherence and metabolic outcomes.</p>
                    <p>

                        <bold>Systematic review registration:</bold> PROSPERO CRD42024593995.</p>
                </sec>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Type 2 Diabetes Mellitus; Insulin Sensitivity; High-Intensity Interval Training; Moderate-Intensity Continuous Training; Glycaemic Control; Systematic Review; Meta-Analysis</kwd>
            </kwd-group>
            <funding-group>
                <funding-statement>The author(s) declared that no grants were involved in supporting this work.</funding-statement>
            </funding-group>
        </article-meta>
    </front>
    <body>
        <sec id="sec6" sec-type="intro">
            <title>Introduction</title>
            <p>Type 2 diabetes mellitus (T2DM) is a prevalent condition characterized by relative insulin deficiency resulting from a gradual loss in &#x03b2;-cell insulin secretion, frequently occurring alongside insulin resistance.
                <xref ref-type="bibr" rid="ref1">
                    <sup>1</sup>
                </xref>
                <sup>&#x2013;</sup>
                <xref ref-type="bibr" rid="ref5">
                    <sup>5</sup>
                </xref> Insulin resistance happens when body tissues exhibit reduced responsiveness to insulin, impairing glucose uptake within skeletal muscle and the suppression of hepatic glucose production.
                <xref ref-type="bibr" rid="ref6">
                    <sup>6</sup>
                </xref>
                <sup>,</sup>
                <xref ref-type="bibr" rid="ref7">
                    <sup>7</sup>
                </xref> Insulin resistance contributes to the development of microvascular (e.g. diabetic retinopathy, nephropathy and neuropathy) and macrovascular complications (e.g. cardiovascular diseases and peripheral artery diseases) in individuals with T2DM, which significantly contribute to global mortality and economic burden.
                <xref ref-type="bibr" rid="ref8">
                    <sup>8</sup>
                </xref>
                <sup>,</sup>
                <xref ref-type="bibr" rid="ref9">
                    <sup>9</sup>
                </xref> T2DM accounts for over 90% of all cases of diabetes mellitus.
                <xref ref-type="bibr" rid="ref10">
                    <sup>10</sup>
                </xref> According to the International Diabetes Federation (IDF), 588.7 million people worldwide were living with diabetes in 2024, with the number projected to increase by approximately 45% by 2050.
                <xref ref-type="bibr" rid="ref10">
                    <sup>10</sup>
                </xref> In 2015, the total global costs attributable to adults aged 20&#x2013;79&#x00a0;years with diabetes mellitus were estimated at $1.32 trillion USD and this is projected to exceed $2 trillion USD by 2030.
                <xref ref-type="bibr" rid="ref11">
                    <sup>11</sup>
                </xref> While research often targets prediabetes and related conditions for early intervention, focusing on T2DM is important because it represents the established disease stage with irreversible complications. The complex challenges of managing T2DM, especially the recommendations on exercise protocols, remain underexplored. This gap limits the development of effective and tailored exercise programmes for people with T2DM.</p>
            <p>The mean age of T2DM onset is typically around 45&#x00a0;years in both men and women.
                <xref ref-type="bibr" rid="ref12">
                    <sup>12</sup>
                </xref> However, earlier onset, particularly from the age of 30, is associated with a markedly greater reduction in life expectancy of up to 14&#x00a0;years.
                <xref ref-type="bibr" rid="ref13">
                    <sup>13</sup>
                </xref> At the same time, individuals over 70 are more susceptible to age-related frailty, which may confound exercise-related outcomes.
                <xref ref-type="bibr" rid="ref14">
                    <sup>14</sup>
                </xref> To balance these considerations, this review will focus on adults aged 30 to 70&#x00a0;years, capturing the critical window of disease impact while limiting the influence of age-related physiological decline.
                <xref ref-type="bibr" rid="ref14">
                    <sup>14</sup>
                </xref>
                <sup>,</sup>
                <xref ref-type="bibr" rid="ref15">
                    <sup>15</sup>
                </xref>
            </p>
            <p>The initial management of T2DM is primarily based on lifestyle changes, including healthy dietary changes, smoking cessation, reduced alcohol consumption, and physical exercise training, alongside the use of oral antihyperglycemic drug agents.
                <xref ref-type="bibr" rid="ref16">
                    <sup>16</sup>
                </xref> Both immediate and long-term benefits (e.g. increased insulin sensitivity and glycaemic control) from physical exercise training on insulin sensitivity has been shown to prevent or delay complications associated with T2DM.
                <xref ref-type="bibr" rid="ref17">
                    <sup>17</sup>
                </xref>
                <sup>&#x2013;</sup>
                <xref ref-type="bibr" rid="ref22">
                    <sup>22</sup>
                </xref> The underlying mechanism could be exercise-induced translocation of glucose transporter type 4 (GLUT-4) to the plasma membrane via AMP-activated protein kinase (AMPK) activation, and improved mitochondria function, enhancing glucose uptake and improving insulin sensitivity.
                <xref ref-type="bibr" rid="ref23">
                    <sup>23</sup>
                </xref>
                <sup>&#x2013;</sup>
                <xref ref-type="bibr" rid="ref26">
                    <sup>26</sup>
                </xref> As suggested by Bishop et al.,
                <xref ref-type="bibr" rid="ref27">
                    <sup>27</sup>
                </xref> these physiological adaptations can be further influenced by manipulating the intensity and volume of exercise, as different combinations of these two elements have been shown to stimulate glucose uptake through distinct pathways. To reduce morbidity and mortality, individuals with diabetes mellitus are recommended to engage in at least 150&#x2013;300&#x00a0;minutes of moderate-intensity aerobic exercise, or at least 75&#x2013;150&#x00a0;minutes of vigorous-intensity aerobic exercise, or an equivalent combination per week to maintain and improve health.
                <xref ref-type="bibr" rid="ref28">
                    <sup>28</sup>
                </xref> Furthermore, practical considerations like adherence and time-efficiency are important. High-intensity interval training (HIIT) might pose greater physical demands but offer shorter duration exercise time than moderate-intensity continuous training (MICT), which might appeal to those with busy schedules.
                <xref ref-type="bibr" rid="ref29">
                    <sup>29</sup>
                </xref>
                <sup>&#x2013;</sup>
                <xref ref-type="bibr" rid="ref31">
                    <sup>31</sup>
                </xref> Thus, comparing HIIT (with higher intensity and lower volume) and MICT (with lower intensity and higher volume) might help identify a more practical exercise protocol for managing T2DM.</p>
            <p>Research on the benefits of exercise training has often varied across key population, intervention, comparison, and outcome (PICO) elements. Many studies have used similar interventions (i.e. HIIT vs. MICT) and outcomes (i.e. insulin sensitivity) to those analyzed in the present review but focused on different populations (e.g. individuals with metabolic syndrome, obesity, or cardiovascular disease).
                <xref ref-type="bibr" rid="ref32">
                    <sup>32</sup>
                </xref>
                <sup>&#x2013;</sup>
                <xref ref-type="bibr" rid="ref35">
                    <sup>35</sup>
                </xref> Others have investigated different outcomes (e.g. cardiorespiratory fitness or lipid profiles) within the T2DM population.
                <xref ref-type="bibr" rid="ref36">
                    <sup>36</sup>
                </xref>
                <sup>&#x2013;</sup>
                <xref ref-type="bibr" rid="ref42">
                    <sup>42</sup>
                </xref> While the benefits of exercise modalities (e.g. aerobic and resistance) have been explored generally, fewer reviews directly summarize evidence that compare HIIT and MICT in the context of T2DM-specific insulin sensitivity.
                <xref ref-type="bibr" rid="ref18">
                    <sup>18</sup>
                </xref>
                <sup>,</sup>
                <xref ref-type="bibr" rid="ref38">
                    <sup>38</sup>
                </xref>
                <sup>,</sup>
                <xref ref-type="bibr" rid="ref43">
                    <sup>43</sup>
                </xref>
                <sup>&#x2013;</sup>
                <xref ref-type="bibr" rid="ref45">
                    <sup>45</sup>
                </xref> Given the inconsistent findings across populations and outcomes, there is a need for more targeted synthesis of evidence. Impaired insulin sensitivity is both a key predictor and a primary treatment target in the management of T2DM.
                <xref ref-type="bibr" rid="ref46">
                    <sup>46</sup>
                </xref>
                <sup>,</sup>
                <xref ref-type="bibr" rid="ref47">
                    <sup>47</sup>
                </xref>
            </p>
            <p>The outcome measures evaluated in this review will be glycated haemoglobin (HbA1c), the Homeostatic Model Assessment for Insulin Resistance (HOMA-IR), fasting insulin (FI), fasting blood sugar (FBS), body mass index (BMI) and visceral fat to detect changes directly or indirectly related to insulin sensitivity. Improvements in glycaemic control reduce the risk of T2DM complications.
                <xref ref-type="bibr" rid="ref48">
                    <sup>48</sup>
                </xref> As suggested by Stratton et al.,
                <xref ref-type="bibr" rid="ref49">
                    <sup>49</sup>
                </xref> every 1% reduction in HbA1c is associated with a 37% lower risk of microvascular complications, a 21% reduction in diabetes-related mortality, and a 21% decrease in the risk of any diabetes-related disease. HOMA-IR is a widely used and validated tool to quantify insulin resistance, calculated from FBS and FI level, which are additional markers for impaired insulin sensitivity.
                <xref ref-type="bibr" rid="ref50">
                    <sup>50</sup>
                </xref>
                <sup>&#x2013;</sup>
                <xref ref-type="bibr" rid="ref52">
                    <sup>52</sup>
                </xref> Body composition parameters are also compared due to the close link to insulin function. Previous studies have discussed the association between higher BMI and both hepatic and peripheral insulin resistance.
                <xref ref-type="bibr" rid="ref53">
                    <sup>53</sup>
                </xref>
                <sup>,</sup>
                <xref ref-type="bibr" rid="ref54">
                    <sup>54</sup>
                </xref> Visceral fat, a major contributor to central obesity, causes reduced uptake and increases release of free fatty acids, molecules that can impair insulin signaling when present in high concentrations.
                <xref ref-type="bibr" rid="ref55">
                    <sup>55</sup>
                </xref>
                <sup>&#x2013;</sup>
                <xref ref-type="bibr" rid="ref57">
                    <sup>57</sup>
                </xref> To avoid diluting the primary focus on insulin sensitivity, outcome measures which have been investigated relatively comprehensively in previous studies, such as cardiorespiratory fitness (e.g. VO
                <sub>2</sub> max) and lipid profiles (e.g. low-density lipoprotein and high-density lipoprotein), were not included in this review.
                <xref ref-type="bibr" rid="ref58">
                    <sup>58</sup>
                </xref>
                <sup>&#x2013;</sup>
                <xref ref-type="bibr" rid="ref62">
                    <sup>62</sup>
                </xref>
            </p>
            <p>This review, therefore, specifically focuses on adults with T2DM (P), comparing the effects of HIIT (I) and MICT (C) on insulin sensitivity (O). By narrowing the scope to this PICO framework, this review addresses a critical gap in the literature and aims to inform more precise exercise prescriptions for T2DM management.</p>
            <sec id="sec7">
                <title>Study Aims</title>
                <p>

                    <list list-type="bullet">
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Compare the effect of HIIT and MICT on insulin sensitivity metrics.</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Assess the impact of HIIT and MICT on body composition, specifically in body fat-related variables.</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Explore heterogeneity sources (e.g. training protocol, duration and confounders).</p>
                        </list-item>
                    </list>
                </p>
            </sec>
        </sec>
        <sec id="sec8">
            <title>Materials and methods</title>
            <p>This review was reported in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines (S1 
                <xref ref-type="table" rid="T1">
Tables 1 and 2</xref>).
                <xref ref-type="bibr" rid="ref63">
                    <sup>63</sup>
                </xref> This systematic review and meta-analysis was preregistered with the International Prospective Register of Systematic Reviews (PROSPERO) and the registration number is CRD42024593995.</p>
            <table-wrap id="T1" orientation="portrait" position="float">
                <label>
Table 1. </label>
                <caption>
                    <title>Characteristics of the included studies.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Authors/Study</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Year</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Journal</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Sample size</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Type of exercise</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Intervention groups</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Mean age</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Intervention time and intensity</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Frequency (days/weeks)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Duration</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Outcomes/Results</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="2" valign="top">Pandey et al.
                                <xref ref-type="bibr" rid="ref69">
                                    <sup>69</sup>
                                </xref>
                            </td>
                            <td align="left" colspan="1" rowspan="2" valign="top">2017</td>
                            <td align="left" colspan="1" rowspan="2" valign="top">Canadian Journal of Cardiology</td>
                            <td align="left" colspan="1" rowspan="2" valign="top">40</td>
                            <td align="left" colspan="1" rowspan="2" valign="top">treadmill walking/ running (60%); cycling (30%); outdoor walking (10%)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">HIIT</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">68&#x00a0;&#x00b1;&#x00a0;9</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">10 mins @HR
                                <sub>max</sub> 85%, 3 times daily (recovery: &#x2265; 2&#x00a0;hours, no exercise)</td>
                            <td align="left" colspan="1" rowspan="2" valign="top">5</td>
                            <td align="left" colspan="1" rowspan="2" valign="top">12&#x00a0;weeks</td>
                            <td align="left" colspan="1" rowspan="2" valign="top">More significant improvements were reported in HbA1c (
                                <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.001) and BMI (
                                <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.001) in the HIIT group than the MICT group.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">MICT</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">65&#x00a0;&#x00b1;&#x00a0;9</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">30 mins HR
                                <sub>max</sub> 60%</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="3" valign="top">Winding et al.
                                <xref ref-type="bibr" rid="ref70">
                                    <sup>70</sup>
                                </xref>
                            </td>
                            <td align="left" colspan="1" rowspan="3" valign="top">2018</td>
                            <td align="left" colspan="1" rowspan="3" valign="top">Diabetes, Obesity and Metabolism</td>
                            <td align="left" colspan="1" rowspan="3" valign="top">26</td>
                            <td align="left" colspan="1" rowspan="3" valign="top">cycling</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">HIIT</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">54&#x00a0;&#x00b1;&#x00a0;6</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">10 x 1&#x00a0;min @W
                                <sub>peak</sub> 95% (recovery: 1&#x00a0;min @W
                                <sub>peak</sub> 20%)</td>
                            <td align="left" colspan="1" rowspan="3" valign="top">3</td>
                            <td align="left" colspan="1" rowspan="3" valign="top">11&#x00a0;weeks</td>
                            <td align="left" colspan="1" rowspan="3" valign="top">Significant improvements were reported in HbA1c (
                                <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.05), HOMA-IR (
                                <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.05), BMI (
                                <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.05), and visceral fat (
                                <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.05) after HIIT. No significant difference was reported in HbA1c, HOMA-IR, FI, FBS, BMI or visceral fat between all groups (
                                <italic toggle="yes">p</italic>&#x00a0;&gt;&#x00a0;0.05).</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">MICT</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">58&#x00a0;&#x00b1;&#x00a0;8</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">40 mins @W
                                <sub>peak</sub> 50%</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">CON</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">57&#x00a0;&#x00b1;&#x00a0;7</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">No exercise</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="3" valign="top">Findikoglu et al.
                                <xref ref-type="bibr" rid="ref71">
                                    <sup>71</sup>
                                </xref>
                            </td>
                            <td align="left" colspan="1" rowspan="3" valign="top">2023</td>
                            <td align="left" colspan="1" rowspan="3" valign="top">European Journal of Sport Science</td>
                            <td align="left" colspan="1" rowspan="3" valign="top">60</td>
                            <td align="left" colspan="1" rowspan="3" valign="top">cycling</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">HIIT</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">57.5&#x00a0;&#x00b1;&#x00a0;7.82</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">8&#x2013;16 x 1&#x00a0;min @VO
                                <sub>2</sub>peak 90% (recovery: 2 mins @VO
                                <sub>2</sub>peak 30%)</td>
                            <td align="left" colspan="1" rowspan="3" valign="top">3</td>
                            <td align="left" colspan="1" rowspan="3" valign="top">12&#x00a0;weeks</td>
                            <td align="left" colspan="1" rowspan="3" valign="top">A significant improvement was reported in HbA1c (
                                <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.05) within the HIIT and MICT groups. An improvement in BMI (
                                <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.05) was reported within the MICT group. No significant difference in HbA1c (
                                <italic toggle="yes">p</italic>&#x00a0;=&#x00a0;0.382), HOMA-IR (
                                <italic toggle="yes">p</italic>&#x00a0;=&#x00a0;0.381), FI (
                                <italic toggle="yes">p</italic>&#x00a0;=&#x00a0;0.684), FBS (
                                <italic toggle="yes">p</italic>&#x00a0;=&#x00a0;0.638), BMI (
                                <italic toggle="yes">p</italic>&#x00a0;=&#x00a0;0.717) or visceral fat (
                                <italic toggle="yes">p</italic>&#x00a0;=&#x00a0;0.615) was reported amongst all groups.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">MICT</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">55.42&#x00a0;&#x00b1;&#x00a0;8.12</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">24&#x2013;48 mins @VO
                                <sub>2</sub>peak 50%</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">CON</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">55.75&#x00a0;&#x00b1;&#x00a0;8.56</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">No exercise</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="3" valign="top">Niyazi et al.
                                <xref ref-type="bibr" rid="ref72">
                                    <sup>72</sup>
                                </xref>
                            </td>
                            <td align="left" colspan="1" rowspan="3" valign="top">2024</td>
                            <td align="left" colspan="1" rowspan="3" valign="top">Biological Research for Nursing</td>
                            <td align="left" colspan="1" rowspan="3" valign="top">36</td>
                            <td align="left" colspan="1" rowspan="3" valign="top">treadmill walking/running</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">HIIT</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">49.42&#x00a0;&#x00b1;&#x00a0;5.3</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">4 x 4 mins HR
                                <sub>max</sub> 85&#x2013;95% (recovery: 3 mins HRmax 50&#x2013;60%)</td>
                            <td align="left" colspan="1" rowspan="3" valign="top">3</td>
                            <td align="left" colspan="1" rowspan="3" valign="top">12&#x00a0;weeks</td>
                            <td align="left" colspan="1" rowspan="3" valign="top">Significant improvements were reported in HbA1c (
                                <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.001), HOMA-IR (
                                <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.001), FI (
                                <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.001), FBS (
                                <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.001) and BMI (
                                <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.001) within the HIIT and MICT groups. No significant difference in HbA1c, HOMA-IR, FI, FBS and BMI between HIIT and MICT groups was reported.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">MICT</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">45.83&#x00a0;&#x00b1;&#x00a0;2.12</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">47 mins HR
                                <sub>max</sub> 60&#x2013;70%</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">CON</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">46.17&#x00a0;&#x00b1;&#x00a0;3.43</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">No exercise</td>
                        </tr>
                    </tbody>
                </table>
                <table-wrap-foot>
                    <p>HIIT, high-intensity interval training; MICT, moderate-intensity interval training; CON, non-exercise control group; HR
                        <sub>max</sub>, maximum heart rate; W
                        <sub>peak</sub>, peak workload; VO
                        <sub>2</sub>peak, peak oxygen uptake; HbA1c, glycated hemoglobin; BMI, body mass index; HOMA-IR, Homeostatic Model Assessment for Insulin Resistance; FI, fasting insulin; FBS, fasting blood sugar</p>
                </table-wrap-foot>
            </table-wrap>
            <table-wrap id="T2" orientation="portrait" position="float">
                <label>
Table 2. </label>
                <caption>
                    <title>Summary scores of modified down &amp; black checklist.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Study</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Reporting
                                <xref ref-type="bibr" rid="ref11">
                                    <sup>11</sup>
                                </xref>
                            </th>
                            <th align="left" colspan="1" rowspan="1" valign="top">External validity
                                <xref ref-type="bibr" rid="ref3">
                                    <sup>3</sup>
                                </xref>
                            </th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Internal validity-bias
                                <xref ref-type="bibr" rid="ref7">
                                    <sup>7</sup>
                                </xref>
                            </th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Internal validity-confounding (selection bias
                                <xref ref-type="bibr" rid="ref6">
                                    <sup>6</sup>
                                </xref>
                            </th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Power
                                <xref ref-type="bibr" rid="ref1">
                                    <sup>1</sup>
                                </xref>
                            </th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Total
                                <xref ref-type="bibr" rid="ref28">
                                    <sup>28</sup>
                                </xref>
                            </th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Quality rating</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Pandey et al.
                                <xref ref-type="bibr" rid="ref69">
                                    <sup>69</sup>
                                </xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">9</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">3</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">7</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">6</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">25</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Good</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Winding et al.
                                <xref ref-type="bibr" rid="ref70">
                                    <sup>70</sup>
                                </xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">11</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">3</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">6</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">6</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">27</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Excellent</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Findikoglu et al.
                                <xref ref-type="bibr" rid="ref71">
                                    <sup>71</sup>
                                </xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">10</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">3</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">7</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">6</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">27</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Excellent</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Niyazi et al.
                                <xref ref-type="bibr" rid="ref72">
                                    <sup>72</sup>
                                </xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">10</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">3</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">7</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">6</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">27</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Excellent</td>
                        </tr>
                    </tbody>
                </table>
            </table-wrap>
            <sec id="sec9">
                <title>Eligibility criteria</title>
                <p>The eligibility criteria were developed using the Population, Intervention, Comparison, and Outcomes (PICO) framework.
                    <xref ref-type="bibr" rid="ref64">
                        <sup>64</sup>
                    </xref> The population of this study consists of adults aged between 30 to 70&#x00a0;years with T2DM. The intervention includes randomised controlled trials (RCTs) with HIIT. The comparison involves MICT, with or without a non-exercise control group (CON). The outcomes identified are HbA1c, HOMA-IR, FI, FBS, BMI and visceral fat. Articles were excluded due to inappropriate study methodology, improper study design, outcome measures that did not fit the inclusion criteria, and inadequate statistical analysis. Studies involving populations with other comorbidities, non-human studies and studies written in languages other than English were also excluded.</p>
            </sec>
            <sec id="sec10">
                <title>Search strategy</title>
                <p>A comprehensive search of seven electronic databases (CINAHL Plus, EMBASE, MEDLINE, ProQuest, SCOPUS, SPORT Discus and Web of Science) was conducted with a time range from 1
                    <sup>st</sup> January 2015 to 31
                    <sup>st</sup> December 2025 (S3 Table). Keywords including &#x2018;high-intensity interval training&#x2019;, moderate-intensity interval training&#x2019;, insulin sensitivity&#x2019; and &#x2018;type 2 diabetes mellitus&#x2019; were used. The search was developed based on the Medical Subject Headings (Mesh) terms when available, including &#x201c;Diabetes Mellitus, Type 2&#x201d;, &#x201c;non-insulin dependent diabetes mellitus&#x201d;, &#x201c;High-Intensity Interval Training&#x201d;, &#x201c;moderate intensity continuous training&#x201d; and &#x201c;Insulin Resistance&#x201d;.</p>
            </sec>
            <sec id="sec11">
                <title>Data extraction</title>
                <p>The search results were uploaded to Mendeley Reference Manager (Mendeley Ltd., Elsevier) for duplicate removal and screening. The initial screening was conducted using the study titles, abstracts, and full texts. The following data of the included studies was extracted: demographic data, type of intervention, exercise intensity, sample size, frequency and duration of intervention and outcomes (
                    <xref ref-type="table" rid="T1">
Table 1</xref>). Two reviewers independently screened titles, abstracts, and full texts against eligibility criteria, and independently extracted data using a standardized form. Disagreements were resolved through discussion or by a third reviewer. The mean values and standard deviations for HbA1c, HOMA-IR, FI, FBS, BMI and visceral fat from all groups were extracted. For studies with missing or unclear outcome data (e.g. mean and standard deviation reported without units, or outcomes not assessed), the corresponding authors were contacted up to two times by email. If there was no reply within four weeks, the data was unavailable and reported as such in the result tables and risk-of-bias assessment.</p>
            </sec>
            <sec id="sec12">
                <title>Data synthesis</title>
                <p>The statistical analysis was performed using an online platform named 
                    <ext-link ext-link-type="uri" xlink:href="http://metaanalysisonline.com/">MetaAnalysisOnline.com</ext-link>

                    <underline>.</underline>
                    <xref ref-type="bibr" rid="ref65">
                        <sup>65</sup>
                    </xref> All outcomes were continuous, and were computed and presented as standardized mean difference (SMD) with a 95% confidence interval (CI) for treatment effect (i.e. 
                    <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.05). Anticipating clinical and methodological heterogeneity between the included studies, the random-effects model with inverse variance weighting was used for meta-analysis. The Chi
                    <sup>2</sup> statistic (
                    <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.01 considered as statistically significant) and the 
                    <italic toggle="yes">I
                        <sup>2</sup>
                    </italic> statistic (&gt; 60% considered as substantial heterogeneity) were used to evaluate heterogeneity. Forest plots were used to provide a graphic representation of statistical analysis in all studies.</p>
            </sec>
            <sec id="sec13">
                <title>Methodological quality</title>
                <p>Methodological quality was appraised by the author. As suggested by the Cochrane Handbook for Systematic Reviews of Intervention, the RoB 2 was used to assess the risk of bias in five domains including randomization process, deviations from intended interventions, missing outcome data, outcome measurements, and reported result selection.
                    <xref ref-type="bibr" rid="ref66">
                        <sup>66</sup>
                    </xref> In addition, the modified Downs &amp; Black checklist was used to evaluate the methodological quality of the included studies.
                    <xref ref-type="bibr" rid="ref67">
                        <sup>67</sup>
                    </xref> The modified Downs &amp; Black checklist comprises 27 items, with a maximum total score of 28, and quality ratings are categorized as poor (&#x2264; 14), fair,
                    <xref ref-type="bibr" rid="ref15">
                        <sup>15</sup>
                    </xref>
                    <sup>&#x2013;</sup>
                    <xref ref-type="bibr" rid="ref19">
                        <sup>19</sup>
                    </xref> good
                    <xref ref-type="bibr" rid="ref20">
                        <sup>20</sup>
                    </xref>
                    <sup>&#x2013;</sup>
                    <xref ref-type="bibr" rid="ref25">
                        <sup>25</sup>
                    </xref> and excellent.
                    <xref ref-type="bibr" rid="ref26">
                        <sup>26</sup>
                    </xref>
                    <sup>&#x2013;</sup>
                    <xref ref-type="bibr" rid="ref28">
                        <sup>28</sup>
                    </xref>
                </p>
                <p>RoB 2 focuses on the risk of bias of the specific methodological aspects of RCTs (e.g. blinding and randomization), whereas the Down &amp; Black checklist evaluates the overall quality of studies more comprehensively by involving broader methodological aspects (e.g. internal and external validity). Both RoB 2 and the Downs and Black checklist are highly recommended for evaluating the quality of studies in systematic reviews.
                    <xref ref-type="bibr" rid="ref66">
                        <sup>66</sup>
                    </xref>
                    <sup>,</sup>
                    <xref ref-type="bibr" rid="ref68">
                        <sup>68</sup>
                    </xref>
                </p>
            </sec>
        </sec>
        <sec id="sec14" sec-type="results">
            <title>Results</title>
            <sec id="sec15">
                <title>Study selection</title>
                <p>From the literature search on the electronic databases, 797 articles were identified (
                    <xref ref-type="fig" rid="f1">
Figure 1</xref>
                    <bold>)</bold> and 66 duplicates were removed. After screening titles and abstracts, 13 articles were eligible for full-text review. Ultimately, 4 articles were included for the final review. Articles were excluded due to inappropriate study designs, irrelevant outcome measures, non-targeted population, non-primary research studies or non-human studies.</p>
                <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                    <label>
Figure 1. </label>
                    <caption>
                        <title>PRISMA flow diagram for article selection.</title>
                    </caption>
                    <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198654/21295a73-567b-4a24-bc97-844e2aa49a06_figure1.gif"/>
                </fig>
            </sec>
            <sec id="sec16">
                <title>Study characteristics</title>
                <p>The study characteristics and demographic information are presented in 
                    <xref ref-type="table" rid="T1">
Table 1</xref>. All the four included studies were RCTs. The study by Pandey et al.
                    <xref ref-type="bibr" rid="ref69">
                        <sup>69</sup>
                    </xref> was two-armed (i.e. MICT as control group) whereas the studies by Winding et al.,
                    <xref ref-type="bibr" rid="ref70">
                        <sup>70</sup>
                    </xref> Findikoglu et al.
                    <xref ref-type="bibr" rid="ref71">
                        <sup>71</sup>
                    </xref> and Niyazi et al.
                    <xref ref-type="bibr" rid="ref72">
                        <sup>72</sup>
                    </xref> were 3-armed. Data from 162 participants (ranging from 26 to 60 in individual studies) were included in total. The outcome measures in these studies were HbA1c, HOMA-IR, FI, FBS, BMI and visceral fat.</p>
            </sec>
            <sec id="sec17">
                <title>Overview of exercise</title>
                <p>The exercise protocols differed between HIIT and MICT, with variations in exercise modality, intensity, session duration, frequency and overall intervention length, as summarized in 
                    <xref ref-type="table" rid="T1">
Table 1</xref>
                    <bold>.</bold> The interventions included either walking or cycling, with similar overall durations ranging from 11 to 12&#x00a0;weeks. Including the warm-up and cool-down periods, the total intervention time for HIIT ranged from 825 to 2160&#x00a0;minutes while the total intervention time for the MICT ranged from 1485 to 2400&#x00a0;minutes. The study by Findikoglu et al.
                    <xref ref-type="bibr" rid="ref71">
                        <sup>71</sup>
                    </xref> involved a gradual increase (i.e. increased by 12&#x00a0;minutes every 4&#x00a0;weeks) in session time from 24 to 48&#x00a0;minutes in 12&#x00a0;weeks, while the other three studies maintained a consistent session length throughout. The types of HIIT also varied. Pandey et al.
                    <xref ref-type="bibr" rid="ref69">
                        <sup>69</sup>
                    </xref> implemented accumulated HIIT (i.e. three times daily) while the other studies employed traditional HIIT (i.e. single daily session).</p>
            </sec>
            <sec id="sec18">
                <title>Outcome measures</title>
                <p>The main outcomes are the changes in HbA1c, HOMA-IR, FI, FBS, BMI and visceral fat from baseline to post-intervention (after 11 or 12&#x00a0;weeks). Data of five of these outcomes (HbA1c, HOMA-IR, FI, FBS and BMI) were available for meta-analysis.</p>
            </sec>
            <sec id="sec19">
                <title>Descriptive synthesis</title>
                <p>The outcome measures reported across the HIIT, MICT, and control (CON) groups in the individual studies were summarized below.</p>
            </sec>
            <sec id="sec20">
                <title>Glycated haemoglobin (HbA1c)</title>
                <p>All included studies reported outcomes for HbA1c. Significant reductions were observed only after HIIT in the studies by Pandey et al.
                    <xref ref-type="bibr" rid="ref69">
                        <sup>69</sup>
                    </xref> (
                    <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.001) and Winding et al.
                    <xref ref-type="bibr" rid="ref70">
                        <sup>70</sup>
                    </xref> (
                    <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.05). In contrast, Findikoglu et al.
                    <xref ref-type="bibr" rid="ref71">
                        <sup>71</sup>
                    </xref> (
                    <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.05) and Niyazi et al.
                    <xref ref-type="bibr" rid="ref72">
                        <sup>72</sup>
                    </xref> (
                    <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.001) reported significant reductions in both the HIIT and MICT groups, with no significant differences between them.</p>
                <p>The Homeostatic Model Assessment for Insulin Resistance (HOMA-IR).</p>
                <p>Three studies reported HOMA-IR outcomes. Winding et al.
                    <xref ref-type="bibr" rid="ref70">
                        <sup>70</sup>
                    </xref> reported a significant reduction after HIIT (
                    <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.05). Findikoglu et al.
                    <xref ref-type="bibr" rid="ref71">
                        <sup>71</sup>
                    </xref> reported no significant within-group changes (
                    <italic toggle="yes">p</italic>&#x00a0;=&#x00a0;0.381), whereas Niyazi et al.
                    <xref ref-type="bibr" rid="ref72">
                        <sup>72</sup>
                    </xref> reported significant improvements in both the HIIT and MICT groups (
                    <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.001). None of the studies found significant differences between the HIIT, MICT and CON groups.</p>
            </sec>
            <sec id="sec21">
                <title>Fasting insulin (FI) and fasting blood sugar (FBS)</title>
                <p>Three studies reported outcomes for FI and FBS. Niyazi et al.
                    <xref ref-type="bibr" rid="ref72">
                        <sup>72</sup>
                    </xref> found significant within-group improvements in both HIIT and MICT groups (
                    <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.001), while no significant changes were reported by Winding et al.
                    <xref ref-type="bibr" rid="ref70">
                        <sup>70</sup>
                    </xref> or Findikoglu et al.
                    <xref ref-type="bibr" rid="ref71">
                        <sup>71</sup>
                    </xref> None of the studies found significant differences in FI or FBS between the HIIT, MICT, and CON groups.</p>
            </sec>
            <sec id="sec22">
                <title>Body mass index (BMI)</title>
                <p>All included studies reported outcomes related to BMI. Significant within-group reductions following HIIT were observed in the studies by Pandey et al.
                    <xref ref-type="bibr" rid="ref69">
                        <sup>69</sup>
                    </xref> (
                    <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.001) and Winding et al.
                    <xref ref-type="bibr" rid="ref70">
                        <sup>70</sup>
                    </xref> (
                    <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.05), while Findikoglu et al.
                    <xref ref-type="bibr" rid="ref71">
                        <sup>71</sup>
                    </xref> reported significant changes only after MICT (
                    <italic toggle="yes">p</italic>&#x00a0;&lt;&#x00a0;0.05). Niyazi et al.
                    <xref ref-type="bibr" rid="ref72">
                        <sup>72</sup>
                    </xref> found significant reductions in both intervention groups. None of the studies reported significant differences in BMI amongst the HIIT, MICT, and CON groups.</p>
            </sec>
            <sec id="sec23">
                <title>Visceral fat</title>
                <p>Two of the included studies reported outcomes related to visceral fat. Findikoglu et al.
                    <xref ref-type="bibr" rid="ref71">
                        <sup>71</sup>
                    </xref> found no significant within-group changes in any of the intervention arms. In contrast, Winding et al.
                    <xref ref-type="bibr" rid="ref70">
                        <sup>70</sup>
                    </xref> observed a significant reduction in visceral fat following HIIT (p&#x00a0;&lt;&#x00a0;0.05), but not after MICT (p&#x00a0;=&#x00a0;0.06). Neither study reported significant between-group differences among the HIIT, MICT, and CON groups. Meta-analysis was not feasible for visceral fat due to insufficient detail in one study, which did not clearly specify the units of measurement.
                    <xref ref-type="bibr" rid="ref71">
                        <sup>71</sup>
                    </xref>
                </p>
            </sec>
            <sec id="sec24">
                <title>Meta-analysis
</title>
                <p>The meta-analyses were performed separately for the HIIT versus the MICT group, the HIIT group versus the CON group, and the MICT group versus the CON group. The number of participants in the CON group of multiarmed studies was split into half for comparison to HIIT and MICT respectively according to the method proposed by Axon et al.
                    <xref ref-type="bibr" rid="ref73">
                        <sup>73</sup>
                    </xref>
                </p>
            </sec>
            <sec id="sec25">
                <title>Glycated haemoglobin (HbA1c)</title>
                <p>Three studies were analyzed for HbA1c.
                    <xref ref-type="bibr" rid="ref69">
                        <sup>69</sup>
                    </xref>
                    <sup>&#x2013;</sup>
                    <xref ref-type="bibr" rid="ref71">
                        <sup>71</sup>
                    </xref>
                </p>
                <p>

                    <bold>

                        <italic toggle="yes">HIIT versus MICT</italic>
</bold>
                </p>
                <p>54 participants were in the HIIT group and 51 in the MICT group. Heterogeneity [
                    <italic toggle="yes">I
                        <sup>2</sup>
                    </italic>] was 84%. The mean difference was &#x2212;0.52 (95% CI -2.73 to 1.69, 
                    <italic toggle="yes">p</italic>&#x00a0;=&#x00a0;0.42). The prediction interval ranged from &#x2212;12.81 to 11.76. (
                    <xref ref-type="fig" rid="f2">
Figure 2</xref>).</p>
                <fig fig-type="figure" id="f2" orientation="portrait" position="float">
                    <label>
Figure 2. </label>
                    <caption>
                        <title>Forest plot of post-intervention HbA1c: HIIT vs. MICT.</title>
                    </caption>
                    <graphic id="gr2" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198654/21295a73-567b-4a24-bc97-844e2aa49a06_figure2.gif"/>
                </fig>
                <p>

                    <bold>

                        <italic toggle="yes">HIIT versus CON</italic>
</bold>
                </p>
                <p>33 participants were in the HIIT group and 13 in the CON group. Heterogeneity [
                    <italic toggle="yes">I
                        <sup>2</sup>
                    </italic>] was 0%. The mean difference was &#x2212;0.28 (95% CI -0.93 to 0.37, 
                    <italic toggle="yes">p</italic>&#x00a0;=&#x00a0;0.40). (
                    <xref ref-type="fig" rid="f3">
Figure 3</xref>).</p>
                <fig fig-type="figure" id="f3" orientation="portrait" position="float">
                    <label>
Figure 3. </label>
                    <caption>
                        <title>Forest plot of post-intervention HbA1c: HIIT vs. CON.</title>
                    </caption>
                    <graphic id="gr3" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198654/21295a73-567b-4a24-bc97-844e2aa49a06_figure3.gif"/>
                </fig>
                <p>

                    <bold>

                        <italic toggle="yes">MICT versus CON</italic>
</bold>
                </p>
                <p>There were 32 participants in the MICT group and 13 in the CON group. Heterogeneity [
                    <italic toggle="yes">I
                        <sup>2</sup>
                    </italic>] was 0%. The mean difference was &#x2212;0.28 (95% CI -2.46 to &#x2212;1.89, 
                    <italic toggle="yes">p</italic>&#x00a0;=&#x00a0;0.35). (
                    <xref ref-type="fig" rid="f4">
Figure 4</xref>).</p>
                <fig fig-type="figure" id="f4" orientation="portrait" position="float">
                    <label>
Figure 4. </label>
                    <caption>
                        <title>Forest plot of post-intervention HbA1c: MICT vs. CON.</title>
                    </caption>
                    <graphic id="gr4" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198654/21295a73-567b-4a24-bc97-844e2aa49a06_figure4.gif"/>
                </fig>
                <p>The Homeostatic Model Assessment for Insulin Resistance (HOMA-IR).</p>
                <p>Two studies were analyzed for HOMA-IR.
                    <xref ref-type="bibr" rid="ref70">
                        <sup>70</sup>
                    </xref>
                    <sup>,</sup>
                    <xref ref-type="bibr" rid="ref71">
                        <sup>71</sup>
                    </xref>
                </p>
                <p>

                    <bold>

                        <italic toggle="yes">HIIT versus MICT</italic>
</bold>
                </p>
                <p>33 participants were in the HIIT group and 32 in the MICT group. Heterogeneity [
                    <italic toggle="yes">I
                        <sup>2</sup>
                    </italic>] was 1%. The mean difference was &#x2212;0.14 (95% CI -3.32 to 3.04, 
                    <italic toggle="yes">p</italic>&#x00a0;=&#x00a0;0.67). (
                    <xref ref-type="fig" rid="f5">
Figure 5</xref>).</p>
                <fig fig-type="figure" id="f5" orientation="portrait" position="float">
                    <label>
Figure 5. </label>
                    <caption>
                        <title>Forest plot of post-intervention HOMA-IR: HIIT vs. MICT.</title>
                    </caption>
                    <graphic id="gr5" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198654/21295a73-567b-4a24-bc97-844e2aa49a06_figure5.gif"/>
                </fig>
                <p>

                    <bold>

                        <italic toggle="yes">HIIT versus CON</italic>
</bold>
                </p>
                <p>There were 33 participants in the HIIT group and 13 in the CON group. Heterogeneity [
                    <italic toggle="yes">I
                        <sup>2</sup>
                    </italic>] was 0%. The mean difference was &#x2212;0.49 (95% CI -2.16 to 1.19, 
                    <italic toggle="yes">p</italic>&#x00a0;=&#x00a0;0.17). (
                    <xref ref-type="fig" rid="f6">
Figure 6</xref>).</p>
                <fig fig-type="figure" id="f6" orientation="portrait" position="float">
                    <label>
Figure 6. </label>
                    <caption>
                        <title>Forest plot of post-intervention HOMA-IR: HIIT vs. CON.</title>
                    </caption>
                    <graphic id="gr6" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198654/21295a73-567b-4a24-bc97-844e2aa49a06_figure6.gif"/>
                </fig>
                <p>

                    <bold>

                        <italic toggle="yes">MICT versus CON</italic>
</bold>
                </p>
                <p>There were 32 participants in the MICT group and 13 in the CON group. Heterogeneity [
                    <italic toggle="yes">I
                        <sup>2</sup>
                    </italic>] was 0%. The mean difference was &#x2212;0.25 (95% CI -3.93 to 3.43, 
                    <italic toggle="yes">p</italic>&#x00a0;=&#x00a0;0.55). (
                    <xref ref-type="fig" rid="f7">
Figure 7</xref>).</p>
                <fig fig-type="figure" id="f7" orientation="portrait" position="float">
                    <label>
Figure 7. </label>
                    <caption>
                        <title>Forest plot of post-intervention HOMA-IR: MICT vs. CON.</title>
                    </caption>
                    <graphic id="gr7" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198654/21295a73-567b-4a24-bc97-844e2aa49a06_figure7.gif"/>
                </fig>
            </sec>
            <sec id="sec26">
                <title>Fasting insulin (FI)</title>
                <p>Two studies were analyzed for FI.
                    <xref ref-type="bibr" rid="ref70">
                        <sup>70</sup>
                    </xref>
                    <sup>,</sup>
                    <xref ref-type="bibr" rid="ref71">
                        <sup>71</sup>
                    </xref>
                </p>
                <p>

                    <bold>

                        <italic toggle="yes">HIIT versus MICT</italic>
</bold>
                </p>
                <p>33 participants were in the HIIT group and 32 in the MICT group. Heterogeneity [
                    <italic toggle="yes">I
                        <sup>2</sup>
                    </italic>] was 42%. The mean difference was &#x2212;0.05 (95% CI -4.30 to 4.21, 
                    <italic toggle="yes">p</italic>&#x00a0;=&#x00a0;0.91). (
                    <xref ref-type="fig" rid="f8">
Figure 8</xref>).</p>
                <fig fig-type="figure" id="f8" orientation="portrait" position="float">
                    <label>
Figure 8. </label>
                    <caption>
                        <title>Forest plot of post-intervention FI: HIIT vs. MICT.</title>
                    </caption>
                    <graphic id="gr8" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198654/21295a73-567b-4a24-bc97-844e2aa49a06_figure8.gif"/>
                </fig>
                <p>

                    <bold>

                        <italic toggle="yes">HIIT versus CON</italic>
</bold>
                </p>
                <p>33 participants were in the HIIT group and 13 in the CON group. Heterogeneity [
                    <italic toggle="yes">I
                        <sup>2</sup>
                    </italic>] was 0%. The mean difference was &#x2212;0.38 (95% CI -3.29 to 2.53, 
                    <italic toggle="yes">p</italic>&#x00a0;=&#x00a0;0.34). (
                    <xref ref-type="fig" rid="f9">
Figure 9</xref>).</p>
                <fig fig-type="figure" id="f9" orientation="portrait" position="float">
                    <label>
Figure 9. </label>
                    <caption>
                        <title>Forest plot of post-intervention FI: HIIT vs. CON.</title>
                    </caption>
                    <graphic id="gr9" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198654/21295a73-567b-4a24-bc97-844e2aa49a06_figure9.gif"/>
                </fig>
                <p>

                    <bold>

                        <italic toggle="yes">MICT versus CON</italic>
</bold>
                </p>
                <p>32 participants were in the MICT group and 13 in the CON group. Heterogeneity [
                    <italic toggle="yes">I
                        <sup>2</sup>
                    </italic>] was 0%. The mean difference was &#x2212;0.27 (95% CI -3.35 to 2.81, 
                    <italic toggle="yes">p</italic>&#x00a0;=&#x00a0;0.46). (
                    <xref ref-type="fig" rid="f10">
Figure 10</xref>).</p>
                <fig fig-type="figure" id="f10" orientation="portrait" position="float">
                    <label>
Figure 10. </label>
                    <caption>
                        <title>Forest plot of post-intervention FI: MICT vs. CON.</title>
                    </caption>
                    <graphic id="gr10" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198654/21295a73-567b-4a24-bc97-844e2aa49a06_figure10.gif"/>
                </fig>
            </sec>
            <sec id="sec27">
                <title>Fasting blood sugar (FBS)</title>
                <p>Two studies were analyzed for FBS.
                    <xref ref-type="bibr" rid="ref70">
                        <sup>70</sup>
                    </xref>
                    <sup>,</sup>
                    <xref ref-type="bibr" rid="ref71">
                        <sup>71</sup>
                    </xref>
                </p>
                <p>

                    <bold>

                        <italic toggle="yes">HIIT versus MICT</italic>
</bold>
                </p>
                <p>33 participants were in the HIIT group and 32 in the MICT group. Heterogeneity [
                    <italic toggle="yes">I
                        <sup>2</sup>
                    </italic>] was 0%. The mean difference was &#x2212;0.29 (95% CI -1.32 to 0.75, 
                    <italic toggle="yes">p</italic>&#x00a0;=&#x00a0;0.18). (
                    <xref ref-type="fig" rid="f11">
Figure 11</xref>).</p>
                <fig fig-type="figure" id="f11" orientation="portrait" position="float">
                    <label>
Figure 11. </label>
                    <caption>
                        <title>Forest plot of post-intervention FBS: HIIT vs. MICT.</title>
                    </caption>
                    <graphic id="gr11" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198654/21295a73-567b-4a24-bc97-844e2aa49a06_figure11.gif"/>
                </fig>
                <p>

                    <bold>

                        <italic toggle="yes">HIIT versus CON</italic>
</bold>
                </p>
                <p>33 participants were in the HIIT group and 13 in the CON group. Heterogeneity [
                    <italic toggle="yes">I
                        <sup>2</sup>
                    </italic>] was 0%. The mean difference was &#x2212;0.65 (95% CI -2.37 to 1.07, 
                    <italic toggle="yes">p</italic>&#x00a0;=&#x00a0;0.13). (
                    <xref ref-type="fig" rid="f12">
Figure 12</xref>).</p>
                <fig fig-type="figure" id="f12" orientation="portrait" position="float">
                    <label>
Figure 12. </label>
                    <caption>
                        <title>Forest plot of post-intervention FBS: HIIT vs. CON.</title>
                    </caption>
                    <graphic id="gr12" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198654/21295a73-567b-4a24-bc97-844e2aa49a06_figure12.gif"/>
                </fig>
                <p>

                    <bold>

                        <italic toggle="yes">MICT versus CON</italic>
</bold>
                </p>
                <p>32 participants were in the MICT group and 13 in the CON group. Heterogeneity [
                    <italic toggle="yes">I
                        <sup>2</sup>
                    </italic>] was 0%. The mean difference was &#x2212;0.19 (95% CI -1.76 to 1.38, 
                    <italic toggle="yes">p</italic>&#x00a0;=&#x00a0;0.37). (
                    <xref ref-type="fig" rid="f13">
Figure 13</xref>).</p>
                <fig fig-type="figure" id="f13" orientation="portrait" position="float">
                    <label>
Figure 13. </label>
                    <caption>
                        <title>Forest plot of post-intervention FBS: MICT vs. CON.</title>
                    </caption>
                    <graphic id="gr13" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198654/21295a73-567b-4a24-bc97-844e2aa49a06_figure13.gif"/>
                </fig>
            </sec>
            <sec id="sec28">
                <title>Body mass index (BMI)</title>
                <p>Four studies were analyzed for BMI.
                    <xref ref-type="bibr" rid="ref69">
                        <sup>69</sup>
                    </xref>
                    <sup>&#x2013;</sup>
                    <xref ref-type="bibr" rid="ref72">
                        <sup>72</sup>
                    </xref>
                </p>
                <p>

                    <bold>

                        <italic toggle="yes">HIIT versus MICT</italic>
</bold>
                </p>
                <p>66 participants were in the HIIT group and 63 in the MICT group. Heterogeneity [
                    <italic toggle="yes">I
                        <sup>2</sup>
                    </italic>] was 55%. The mean difference was &#x2212;0.37 (95% CI -1.23 to 0.50, 
                    <italic toggle="yes">p</italic>&#x00a0;=&#x00a0;0.27). The prediction interval ranged from &#x2212;2.46 to 1.73. (
                    <xref ref-type="fig" rid="f14">
Figure 14</xref>).</p>
                <fig fig-type="figure" id="f14" orientation="portrait" position="float">
                    <label>
Figure 14. </label>
                    <caption>
                        <title>Forest plot of post-intervention BMI: HIIT vs. MICT.</title>
                    </caption>
                    <graphic id="gr14" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198654/21295a73-567b-4a24-bc97-844e2aa49a06_figure14.gif"/>
                </fig>
                <p>

                    <bold>

                        <italic toggle="yes">HIIT versus CON</italic>
</bold>
                </p>
                <p>45 participants were in the HIIT group and 19 in the CON group. Heterogeneity [
                    <italic toggle="yes">I
                        <sup>2</sup>
                    </italic>] was 46%. The mean difference was &#x2212;0.29 (95% CI -1.96 to 1.37, 
                    <italic toggle="yes">p</italic>&#x00a0;=&#x00a0;0.53). The prediction interval ranged from &#x2212;8.24 to 7.65. (
                    <xref ref-type="fig" rid="f15">
Figure 15</xref>).</p>
                <fig fig-type="figure" id="f15" orientation="portrait" position="float">
                    <label>
Figure 15. </label>
                    <caption>
                        <title>Forest plot of post-intervention BMI: HIIT vs. CON.</title>
                    </caption>
                    <graphic id="gr15" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198654/21295a73-567b-4a24-bc97-844e2aa49a06_figure15.gif"/>
                </fig>
                <p>

                    <bold>

                        <italic toggle="yes">MICT versus CON</italic>
</bold>
                </p>
                <p>44 participants were in the MICT group and 19 in the CON group. Heterogeneity [
                    <italic toggle="yes">I
                        <sup>2</sup>
                    </italic>] was 0%. The mean difference was 0.29 (95% CI -0.59 to 1.17, 
                    <italic toggle="yes">p</italic>&#x00a0;=&#x00a0;0.29). The prediction interval ranged from &#x2212;3.26 to 3.84. (
                    <xref ref-type="fig" rid="f16">
Figure 16</xref>).</p>
                <fig fig-type="figure" id="f16" orientation="portrait" position="float">
                    <label>
Figure 16. </label>
                    <caption>
                        <title>Forest plot of post-intervention BMI: MICT vs. CON.</title>
                    </caption>
                    <graphic id="gr16" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198654/21295a73-567b-4a24-bc97-844e2aa49a06_figure16.gif"/>
                </fig>
                <p>This meta-analysis demonstrated no significant difference between the HIIT, MICT and CON groups across all outcome measures. The result showed a slight trend favoring HIIT over MICT and CON, and MICT over CON. This pattern was observed across most outcomes, except for BMI in the MICT versus CON comparison. Although most analyses showed low heterogeneity, indicating consistency across studies, moderate to high heterogeneity (
                    <italic toggle="yes">I
                        <sup>2</sup>
                    </italic>&#x00a0;=&#x00a0;42&#x2013;84%) was observed in the comparisons of HbA1c, FI, and BMI between the HIIT and the MICT groups. Additionally, the comparison of BMI between the HIIT and the CON groups showed moderate heterogeneity 
                    <italic toggle="yes">(I
                        <sup>2</sup>
                    </italic>&#x00a0;=&#x00a0;46%).</p>
            </sec>
            <sec id="sec29">
                <title>Risk of bias</title>
                <p>Risk of bias was assessed using the RoB 2.
                    <xref ref-type="bibr" rid="ref66">
                        <sup>66</sup>
                    </xref> Overall low risk of bias was found across all included studies (
                    <xref ref-type="fig" rid="f17">
Figure 17</xref> and 
                    <xref ref-type="fig" rid="f18">18</xref>). In addition, the overall methodological quality assessed using the Downs &amp; Black checklist was good-to-excellent. (
                    <xref ref-type="table" rid="T2">
Table 2</xref>).</p>
                <fig fig-type="figure" id="f17" orientation="portrait" position="float">
                    <label>
Figure 17. </label>
                    <caption>
                        <title>Cochrane risk of bias traffic light plot.</title>
                    </caption>
                    <graphic id="gr17" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198654/21295a73-567b-4a24-bc97-844e2aa49a06_figure17.gif"/>
                </fig>
                <fig fig-type="figure" id="f18" orientation="portrait" position="float">
                    <label>
Figure 18. </label>
                    <caption>
                        <title>Cochrane risk of bias summary.</title>
                    </caption>
                    <graphic id="gr18" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198654/21295a73-567b-4a24-bc97-844e2aa49a06_figure18.gif"/>
                </fig>
            </sec>
        </sec>
        <sec id="sec30" sec-type="discussion">
            <title>Discussion</title>
            <p>This meta-analysis found no statistically significant differences between the HIIT and the MICT groups across all measured outcomes indicating that neither HIIT nor MICT was clearly superior in enhancing metabolic parameters. However, it is noteworthy that there appears to be a slight trend favoring HIIT in its effect on FBS over MICT. Furthermore, in the individual study by Pandey et al.,
                <xref ref-type="bibr" rid="ref69">
                    <sup>69</sup>
                </xref> the HIIT group demonstrated more substantial improvements in both HbA1c and BMI compared to the MICT group.</p>
            <sec id="sec31">
                <title>Agreements and discrepancies</title>
                <p>
The findings of this review are consistent with previous research on metabolic diseases comparing the effects of HIIT and MICT. In individuals with diabetes or prediabetes, both HIIT and MICT yielded equivalent improvements in glycaemic parameters and insulin sensitivity, with HIIT exhibiting superiority only when compared to the CON group.
                    <xref ref-type="bibr" rid="ref58">
                        <sup>58</sup>
                    </xref>
                    <sup>,</sup>
                    <xref ref-type="bibr" rid="ref74">
                        <sup>74</sup>
                    </xref> Similarly, amongst overweight and obese adults, both exercise modalities produced comparable metabolic benefits, with neither demonstrating clear superiority.
                    <xref ref-type="bibr" rid="ref32">
                        <sup>32</sup>
                    </xref>
                    <sup>&#x2013;</sup>
                    <xref ref-type="bibr" rid="ref34">
                        <sup>34</sup>
                    </xref>
                </p>
                <p>In contrast, some earlier studies have reported findings that diverge from those of this review. Liu et al.
                    <xref ref-type="bibr" rid="ref75">
                        <sup>75</sup>
                    </xref> observed greater improvements in certain outcomes (e.g. HbA1c and VO
                    <sub>2</sub>max) in participants undergoing HIIT compared to those performing MICT. Notably, approximately one-third of the studies included in their analysis employed a longer intervention duration (i.e. 16&#x00a0;weeks) of HIIT, which might have contributed to more pronounced effects and the observed statistical significance. Moreover, the methodological quality of some included studies was compromised by unclear randomization procedures, introducing a potential high risk of bias. Another study by Jelleyman et al.,
                    <xref ref-type="bibr" rid="ref76">
                        <sup>76</sup>
                    </xref> reported a significant overall advantage of HIIT over MICT in enhancing insulin sensitivity. However, that study employed broad inclusion criteria encompassing healthy individuals, those with metabolic syndrome, T2DM, and other chronic conditions. Therefore, the generalizability of the results might be limited.</p>
            </sec>
            <sec id="sec32">
                <title>Possible explanations</title>
                <p>The lack of statistically significant differences observed in this review might be attributable to methodological limitations (e.g. small sample sizes and heterogeneity in certain outcome measures), and limited control of confounding variables, particularly medication use and dietary intake. The heterogeneity in certain outcome measures was likely influenced by both internal (e.g. individual differences) and external factors (e.g. differences in intervention duration, exercise scheduling and intensity).
                    <xref ref-type="bibr" rid="ref77">
                        <sup>77</sup>
                    </xref>
                    <sup>&#x2013;</sup>
                    <xref ref-type="bibr" rid="ref79">
                        <sup>79</sup>
                    </xref>
                </p>
                <p>One important factor is the duration of the interventions. Wen et al.
                    <xref ref-type="bibr" rid="ref80">
                        <sup>80</sup>
                    </xref> found that longer HIIT interventions (i.e. more than 12&#x00a0;weeks) yielded moderate effects, whereas shorter interventions (i.e. 4 to 12&#x00a0;weeks) produced no significant benefit, notwithstanding their focus was on cardiorespiratory fitness. Nevertheless, their findings suggested that duration might be a crucial determinant of efficacy. In this review, all interventions included were of relatively short duration (i.e. &#x2264; 12&#x00a0;weeks) which might partly account for the lacks significant findings.</p>
                <p>
Exercise scheduling might also play a role. For example, the study by Pandey et al.,
                    <xref ref-type="bibr" rid="ref69">
                        <sup>69</sup>
                    </xref> which reported greater improvements in HbA1c and BMI, utilized an accumulated HIIT protocol (i.e. multiple shorter bouts spread throughout the day), in contrast to the single daily session protocols employed in the other studies.
                    <xref ref-type="bibr" rid="ref70">
                        <sup>70</sup>
                    </xref>
                    <sup>&#x2013;</sup>
                    <xref ref-type="bibr" rid="ref72">
                        <sup>72</sup>
                    </xref> Emerging evidence from both animal and human studies suggests that accumulated HIIT might offer additional metabolic or psychological benefits than the traditional HIIT protocols.
                    <xref ref-type="bibr" rid="ref81">
                        <sup>81</sup>
                    </xref>
                    <sup>&#x2013;</sup>
                    <xref ref-type="bibr" rid="ref83">
                        <sup>83</sup>
                    </xref> Whilst intriguing, this mode of delivery remains underexplored in clinical populations such as individuals with T2DM, and further trials are warranted to evaluate its therapeutic potential.</p>
                <p>
Beyond the differences in exercise protocols, other factors might also have contributed to the absence of significant between-group differences.
                    <xref ref-type="bibr" rid="ref84">
                        <sup>84</sup>
                    </xref>
                    <sup>&#x2013;</sup>
                    <xref ref-type="bibr" rid="ref86">
                        <sup>86</sup>
                    </xref> The pooled sample size (n&#x00a0;=&#x00a0;162) across the included studies was relatively small, which might have weakened the statistical power to detect meaningful effects.
                    <xref ref-type="bibr" rid="ref87">
                        <sup>87</sup>
                    </xref> Pharmacological factors might also be relevant. In the study by Pandey et al.,
                    <xref ref-type="bibr" rid="ref69">
                        <sup>69</sup>
                    </xref> no participants were on glucose- or lipid-lowering drugs, while in other included studies,
                    <xref ref-type="bibr" rid="ref70">
                        <sup>70</sup>
                    </xref>
                    <sup>&#x2013;</sup>
                    <xref ref-type="bibr" rid="ref72">
                        <sup>72</sup>
                    </xref> participants continued with existing hypoglycaemic medications. The presence of medication use in the other trials might have stabilized glycaemic levels, thereby masking the effects of exercise.
                    <xref ref-type="bibr" rid="ref88">
                        <sup>88</sup>
                    </xref>
                    <sup>,</sup>
                    <xref ref-type="bibr" rid="ref89">
                        <sup>89</sup>
                    </xref> For instance, both Metformin and physical activity are known to activate AMP-activated protein kinase (AMPK), promoting similar outcomes such as improved insulin sensitivity and enhanced glucose uptake.
                    <xref ref-type="bibr" rid="ref90">
                        <sup>90</sup>
                    </xref> Dietary control is another potential confounder. Although all four studies instructed participants to maintain their usual diet, actual adherence to the guidance was not reported. Only Pandey et al.
                    <xref ref-type="bibr" rid="ref69">
                        <sup>69</sup>
                    </xref> and Niyazi et al.
                    <xref ref-type="bibr" rid="ref72">
                        <sup>72</sup>
                    </xref> included dietary counselling, which might have increased awareness of healthier eating habits and thus contributed to the observed outcomes. However, unclear adherence to dietary advice makes it difficult to assess the role of nutrition in influencing the results. Previous evidence suggests that dietary counselling can significantly improve diet quality, which is positively associated with insulin sensitivity.
                    <xref ref-type="bibr" rid="ref91">
                        <sup>91</sup>
                    </xref> These might partially explain the comparable outcomes observed between the intervention and control groups.</p>
                <p>Beyond methodological factors, the absence of significant differences may also reflect the complex nature of glucose regulation in individuals with T2DM. Understanding the underlying physiological mechanisms offers important context for interpreting these findings. In healthy individuals, insulin facilitates glucose uptake by binding to insulin receptors, stimulating the translocation of GLUT-4 to the muscle cell membrane, and promoting vasodilation.
                    <xref ref-type="bibr" rid="ref92">
                        <sup>92</sup>
                    </xref> In individuals with T2DM, glucose uptake mechanisms are impaired, primarily due to obesity resulting from chronic nutrient excess and a sedentary lifestyle.
                    <xref ref-type="bibr" rid="ref93">
                        <sup>93</sup>
                    </xref> Persistent hyperglycaemia damages endothelial cells and reduces capillary density. Moreover, lipid accumulation within skeletal muscle promotes inflammation, oxidative stress, fibrosis, and mitochondrial dysfunction.
                    <xref ref-type="bibr" rid="ref94">
                        <sup>94</sup>
                    </xref> These pathological changes alter the structure and function of skeletal muscle (e.g. reduced insulin receptor expression and vascular changes), eventually impairing glucose delivery, uptake, and metabolism, thereby contributing to insulin resistance.
                    <xref ref-type="bibr" rid="ref95">
                        <sup>95</sup>
                    </xref>
                </p>
                <p>Exercise training is widely regarded as a cornerstone in the management of T2DM, owing to its role in inducing metabolic adaptations that enhance insulin sensitivity in skeletal muscle.
                    <xref ref-type="bibr" rid="ref17">
                        <sup>17</sup>
                    </xref>
                    <sup>&#x2013;</sup>
                    <xref ref-type="bibr" rid="ref22">
                        <sup>22</sup>
                    </xref> In the short term, exercise promotes vasodilation and increases GLUT-4 translocation to the cell membrane, facilitating glucose uptake to meet immediate energy demands.
                    <xref ref-type="bibr" rid="ref95">
                        <sup>95</sup>
                    </xref> Over the long term, regular exercise upregulates GLUT-4 expression, increases hexokinase activity (i.e. a key enzyme for glucose phosphorylation), and enhances capillarization, which may vary according to exercise intensity.
                    <xref ref-type="bibr" rid="ref96">
                        <sup>96</sup>
                    </xref>
                    <sup>&#x2013;</sup>
                    <xref ref-type="bibr" rid="ref98">
                        <sup>98</sup>
                    </xref>
                </p>
                <p>The absence of a statistically significant difference in insulin sensitivity between HIIT (with shorter time but higher intensity) and MICT (with longer time but lower intensity) might be attributed to their engagement of distinct, yet similarly effective, molecular and cellular pathways. While their energy expenditures differ, both modalities ultimately support improved insulin action through complementary mechanisms.
                    <xref ref-type="bibr" rid="ref99">
                        <sup>99</sup>
                    </xref>
                </p>
                <p>HIIT has been shown to initiate rapid and potent molecular responses. For instance, Hoffman et al.
                    <xref ref-type="bibr" rid="ref100">
                        <sup>100</sup>
                    </xref> demonstrated that even short HIIT sessions induce over 1000 phosphorylation events in skeletal muscle, activating key signaling pathways involved in glucose uptake. HIIT also increases the PGC-1&#x03b1; expression, a main regulator of mitochondrial biogenesis and has been associated with greater increases in GLUT-4 content and mitochondrial function compared to MICT.
                    <xref ref-type="bibr" rid="ref101">
                        <sup>101</sup>
                    </xref>
                    <sup>&#x2013;</sup>
                    <xref ref-type="bibr" rid="ref105">
                        <sup>105</sup>
                    </xref> Furthermore, HIIT results in elevated lactate production, which has been linked to appetite suppression, potentially aiding glucose regulation through reduced energy intake.
                    <xref ref-type="bibr" rid="ref106">
                        <sup>106</sup>
                    </xref> Meanwhile, MICT primarily enhances insulin sensitivity through sustained improvements in mitochondrial respiratory capacity (~50% increase) and calcium-dependent signaling, facilitating mitochondrial biogenesis.
                    <xref ref-type="bibr" rid="ref28">
                        <sup>28</sup>
                    </xref>
                    <sup>,</sup>
                    <xref ref-type="bibr" rid="ref107">
                        <sup>107</sup>
                    </xref>
                    <sup>&#x2013;</sup>
                    <xref ref-type="bibr" rid="ref110">
                        <sup>110</sup>
                    </xref> MICT also promotes structural adaptations such as increased capillary density and a higher proportion of oxidative type I muscle fibers, features associated with enhanced metabolic efficiency and lower insulin resistance.
                    <xref ref-type="bibr" rid="ref111">
                        <sup>111</sup>
                    </xref>
                    <sup>,</sup>
                    <xref ref-type="bibr" rid="ref112">
                        <sup>112</sup>
                    </xref>
                </p>
                <p>While some evidence suggests HIIT might be superior due to its greater activation of AMPK (i.e. 27-fold increase after HIIT and 12-fold increase after MICT), this argument might lack robustness. AMPK, though important, constitutes only one component of a complex regulatory network.
                    <xref ref-type="bibr" rid="ref113">
                        <sup>113</sup>
                    </xref> Animal studies have shown that glucose uptake might still occur even when AMPK activity is inhibited, implying the presence of compensatory mechanisms such as calcium-dependent pathways, which MICT more effectively stimulates.
                    <xref ref-type="bibr" rid="ref109">
                        <sup>109</sup>
                    </xref>
                    <sup>,</sup>
                    <xref ref-type="bibr" rid="ref110">
                        <sup>110</sup>
                    </xref>
                    <sup>,</sup>
                    <xref ref-type="bibr" rid="ref114">
                        <sup>114</sup>
                    </xref> Therefore, relying solely on AMPK activation as evidence of HIIT&#x2019;s superiority oversimplifies the physiological complexity involved.</p>
                <p>Despite their mechanistic differences, both HIIT and MICT appear to converge in promoting glucose uptake and insulin sensitivity. This mechanistic complementarity might help explain the lack of clear superiority observed in the current review.</p>
            </sec>
            <sec id="sec33">
                <title>Heterogeneity and potential publication bias</title>
                <p>While most outcome measures in this review displayed low heterogeneity, suggesting a degree of consistency across studies, moderate to high heterogeneity (
                    <italic toggle="yes">I
                        <sup>2</sup>
                    </italic>&#x00a0;=&#x00a0;42&#x2013;84%) was observed in comparisons of HbA1c and BMI between the HIIT and MICT groups. One possible explanation is the small sample sizes of the included studies, which might have resulted in insufficient statistical power to detect intervention effects. Underpowered studies are likely to contribute to increased heterogeneity in meta-analyses and reduce the reliability of estimated effect.
                    <xref ref-type="bibr" rid="ref85">
                        <sup>85</sup>
                    </xref> While the potential for publication bias due to this heterogeneity should be acknowledged, the use of funnel plots was not feasible in this review, as a minimum of 10 studies is generally recommended to produce reliable results.
                    <xref ref-type="bibr" rid="ref115">
                        <sup>115</sup>
                    </xref>
                </p>
            </sec>
            <sec id="sec34">
                <title>Strengths and limitations</title>
                <p>This review was comprehensive, reproducible, and specifically focused on adults with T2DM. The use of well-validated appraisal tools (the RoB 2 and the Downs and Black checklist) enabled a robust assessment of study quality and risk of bias.
                    <xref ref-type="bibr" rid="ref66">
                        <sup>66</sup>
                    </xref>
                    <sup>,</sup>
                    <xref ref-type="bibr" rid="ref67">
                        <sup>67</sup>
                    </xref> Most included studies demonstrated good-to-excellent methodological quality and a generally low risk of bias, strengthening the reliability of the findings. The consistent application of a random-effects model with inverse variance weighting accounted for between-study variability, enhancing the robustness of the meta-analysis.
                    <xref ref-type="bibr" rid="ref116">
                        <sup>116</sup>
                    </xref> SMD presented in the forest plots enabled meaningful comparisons across studies. The findings also reinforced existing evidence supporting the comparable effects of HIIT and MICT in T2DM and other populations, while identifying potential directions for future research. For example, the need for more standardized exercise protocols, larger sample sizes, better control of confounding variables like diet, and comparisons between different HIIT protocols. Compared to earlier reviews, this study applied stricter inclusion criteria, allowing for a more focused evaluation of this specific clinical population. However, the generalizability of the findings is limited by the small, pooled sample size and considerable variability in intervention protocols. Significant heterogeneity observed in some outcomes further underscores the need for more high-quality, standardized research in this area.</p>
            </sec>
            <sec id="sec35">
                <title>Conclusions and clinical implications</title>
                <p>This review found no significant differences in insulin sensitivity improvement between the HIIT and MICT groups. Considering these findings, clinicians might have flexibility in prescribing exercise programmes with different exercise intensities. Specifically, exercise interventions can be tailored to preferences, lifestyle constraints, and physical capabilities of individual patients with T2DM. This patient-centered approach may improve adherence and long-term patient engagement, which are critical for sustaining metabolic health benefits in individuals with T2DM.
                    <xref ref-type="bibr" rid="ref117">
                        <sup>117</sup>
                    </xref> Whilst definitive conclusions about the optimal modality remain elusive, the broader evidence supports the fundamental role of regular physical activity in cardiometabolic, cardiovascular, and psychological outcomes.
                    <xref ref-type="bibr" rid="ref18">
                        <sup>18</sup>
                    </xref>
                    <sup>,</sup>
                    <xref ref-type="bibr" rid="ref20">
                        <sup>20</sup>
                    </xref>
                    <sup>,</sup>
                    <xref ref-type="bibr" rid="ref22">
                        <sup>22</sup>
                    </xref>
                    <sup>,</sup>
                    <xref ref-type="bibr" rid="ref118">
                        <sup>118</sup>
                    </xref>
                    <sup>,</sup>
                    <xref ref-type="bibr" rid="ref119">
                        <sup>119</sup>
                    </xref> Daily participation in moderate- to high-intensity exercise remains one of the most effective non-pharmacological strategies for improving insulin sensitivity in hepatic and skeletal muscle tissues.
                    <xref ref-type="bibr" rid="ref120">
                        <sup>120</sup>
                    </xref>
                    <sup>&#x2013;</sup>
                    <xref ref-type="bibr" rid="ref122">
                        <sup>122</sup>
                    </xref> Therefore, while neither HIIT nor MICT has emerged as unequivocally superior, this review offers important insights for personalized and evidence-informed T2DM management.</p>
            </sec>
            <sec id="sec36">
                <title>Future research</title>
                <p>Future studies should aim to address the limitations identified in this review by implementing more rigorously designed RCTs.</p>
                <p>Future RCTs should incorporate more stringent control of potential confounding factors, such as dietary intake and pharmacological management. Variability in medication use and inconsistent dietary behaviors may significantly affect metabolic outcomes, thereby obscuring the true effects of exercise interventions. Standardizing or at least monitoring these variables would enhance the interpretability and comparability of results.</p>
                <p>Considering the moderate-to-high heterogeneity observed in certain outcomes, it is also essential that future research adopts more standardized exercise protocols (e.g. consistent definitions of intensity, duration and frequency). Larger sample sizes are equally important, as the wide confidence intervals observed in this review reflect considerable uncertainty, likely stemming from the relatively small, pooled sample size (n&#x00a0;=&#x00a0;162).</p>
                <p>One promising area of investigation is the comparison between accumulated HIIT and traditional single-session HIIT protocols in individuals with T2DM. The present findings suggest that accumulated HIIT might confer additional metabolic benefits. However, clear evidence in clinical populations remains sparse. Direct head-to-head comparisons are therefore warranted to determine whether this format offers superior or more sustainable improvements in glycaemic control.</p>
                <p>In summary, future research should aim to refine and optimize exercise prescriptions to maximize clinical benefits for individuals with T2DM, while reinforcing the central message that regular exercise remains a cornerstone of effective T2DM management.</p>
            </sec>
        </sec>
        <sec id="sec39">
            <title>Supporting information</title>
            <p>S1 Table. PRISMA 2020 checklist for abstract.</p>
            <p>S2 Table. PRISMA 2020 checklist.</p>
            <p>S3 Table. Search strategy.</p>
        </sec>
    </body>
    <back>
        <sec id="sec40" sec-type="data-availability">
            <title>Data availability</title>
            <sec id="sec41">
                <title>Underlying data</title>
                <p>No primary datasets were generated for this systematic review. All extracted study data underlying the findings are available within the article and its tables.</p>
            </sec>
            <sec id="sec42">
                <title>Extended data</title>
                <p>OSF: 
                    <italic toggle="yes">Effect of high-intensity interval training (HIIT) versus moderate-intensity continuous training (MICT) on insulin sensitivity in participants with type 2 diabetes mellitus (T2DM): A systematic review and meta-analysis of randomised controlled trials.</italic> This repository contains the full search strategies, screening template, PRISMA 2020 checklist, PRISMA flow diagram, and additional supporting materials. URL: 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.17605/OSF.IO/ZFY36">https://doi.org/10.17605/OSF.IO/ZFY36</ext-link>.
                    <xref ref-type="bibr" rid="ref123">
                        <sup>123</sup>
                    </xref>
                </p>
                <p>Data are available under the terms of the 
                    <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International license</ext-link> (CC-BY 4.0).</p>
            </sec>
            <sec id="sec43">
                <title>Reporting guidelines</title>
                <p>The study was reported in accordance with the PRISMA 2020 statement. The completed PRISMA 2020 checklist and PRISMA flow diagram for 
                    <italic toggle="yes">Effect of high-intensity interval training (HIIT) versus moderate-intensity continuous training (MICT) on insulin sensitivity in participants with type 2 diabetes mellitus (T2DM): A systematic review and meta-analysis of randomised controlled trials</italic> are openly available on OSF at 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.17605/OSF.IO/ZFY36">https://doi.org/10.17605/OSF.IO/ZFY36</ext-link> under the CC BY 4.0 licence.
                    <xref ref-type="bibr" rid="ref123">
                        <sup>123</sup>
                    </xref>
                </p>
            </sec>
        </sec>
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