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<journal-id journal-id-type="publisher-id">Front. Physiol.</journal-id>
<journal-title>Frontiers in Physiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Physiol.</abbrev-journal-title>
<issn pub-type="epub">1664-042X</issn>
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<article-id pub-id-type="publisher-id">1464326</article-id>
<article-id pub-id-type="doi">10.3389/fphys.2024.1464326</article-id>
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<subject>Physiology</subject>
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<subject>Review</subject>
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<title-group>
<article-title>Electrical stimulation: a potential alternative to positively impact cerebral health?</article-title>
<alt-title alt-title-type="left-running-head">Descollonges et al.</alt-title>
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<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphys.2024.1464326">10.3389/fphys.2024.1464326</ext-link>
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<sup>&#x2020;</sup>
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<surname>Chaney</surname>
<given-names>R&#xe9;mi</given-names>
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<sup>1</sup>
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<given-names>Philippe</given-names>
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<sup>1</sup>
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<sup>3</sup>
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<surname>Prigent-Tessier</surname>
<given-names>Anne</given-names>
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<surname>Brugniaux</surname>
<given-names>Julien V.</given-names>
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<xref ref-type="aff" rid="aff4">
<sup>4</sup>
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<sup>&#x2021;</sup>
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<surname>Deley</surname>
<given-names>Ga&#xeb;lle</given-names>
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<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<aff id="aff1">
<sup>1</sup>
<institution>INSERM UMR 1093 &#x2013; Laboratoire CAPS</institution>, <institution>&#xab; Cognition, Action et Plasticit&#xe9; Sensorimotrice &#xbb;</institution>, <institution>Universit&#xe9; de Bourgogne</institution>, <addr-line>Dijon</addr-line>, <country>France</country>
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<sup>2</sup>
<institution>Kurage</institution>, <addr-line>Lyon</addr-line>, <country>France</country>
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<aff id="aff3">
<sup>3</sup>
<institution>D&#xe9;partement G&#xe9;nie Biologique</institution>, <institution>IUT</institution>, <addr-line>Dijon</addr-line>, <country>France</country>
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<aff id="aff4">
<sup>4</sup>
<institution>INSERM UMR 1300 &#x2013; Laboratoire HP2</institution>, <institution>University Grenoble Alpes</institution>, <institution>CHU Grenoble Alpes</institution>, <addr-line>Grenoble</addr-line>, <country>France</country>
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<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2720418/overview">Kyle Timmerman</ext-link>, Miami University, United States</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/807471/overview">Alessandra Bosutti</ext-link>, University of Trieste, Italy</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/352354/overview">J&#xe9;r&#xf4;me Laurin</ext-link>, Aix-Marseille Universit&#xe9;, France</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Ma&#xeb;l Descollonges, <email>descollonges.mael@gmail.com</email>
</corresp>
<fn fn-type="equal" id="fn001">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work</p>
</fn>
<fn fn-type="equal" id="fn002">
<label>
<sup>&#x2021;</sup>
</label>
<p>These authors share senior authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>09</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1464326</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>07</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>09</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Descollonges, Chaney, Garnier, Prigent-Tessier, Brugniaux and Deley.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Descollonges, Chaney, Garnier, Prigent-Tessier, Brugniaux and Deley</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>An increasing body of evidence confirms the effectiveness of physical exercise (PE) in promoting brain health by preventing age-related cognitive decline and reducing the risk of neurodegenerative diseases. The benefits of PE are attributed to neuroplasticity processes which have been reported to enhance cerebral health. However, moderate to high-intensity PE is necessary to induce these responses and these intensities cannot always be achieved especially by people with physical limitations. As a countermeasure, electrical stimulation (ES) offers several benefits, particularly for improving physical functions, for various neurological diseases. This review aims to provide an overview of key mechanisms that could contribute to the enhancement in brain health in response to ES-induced exercise, including increases in cerebral blood flow, neuronal activity, and humoral pathways. This narrative review also focuses on the effects of ES protocols, applied to both humans and animals, on cognition. Despite a certain paucity of research when compared to the more classical aerobic exercise, it seems that ES could be of interest for improving cerebral health, particularly in people who have difficulty engaging in voluntary exercise.</p>
</abstract>
<kwd-group>
<kwd>neuromuscular electrical stimulation</kwd>
<kwd>functional electrical stimulation</kwd>
<kwd>cerebral blood flow</kwd>
<kwd>neuronal activity</kwd>
<kwd>cognition</kwd>
<kwd>neuroplasticity</kwd>
<kwd>humoral pathway</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Exercise Physiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Highlights</title>
<p>
<list list-type="simple">
<list-item>
<p>- Electrical stimulation (ES) is known to improved physical functions in healthy participants or people in rehabilitation.</p>
</list-item>
<list-item>
<p>- Mechanistically, this modality of exercise is associated with an increase in cerebrovascular function, neuronal activity, the release of neurotrophins and exerkines, eventually contributing to cerebral health.</p>
</list-item>
<list-item>
<p>- ES exercises could be of interest for improving cognition.</p>
</list-item>
</list>
</p>
</sec>
<sec id="s2">
<title>1 Introduction</title>
<p>Physical exercise (PE) is an essential part of a healthy lifestyle and is widely acknowledged as the most potent non-pharmacological approach to improve both physical and cognitive wellbeing (<xref ref-type="bibr" rid="B37">H&#xf6;tting and R&#xf6;der, 2013</xref>). Numerous studies have highlighted the positive effects of PE on cognition, coupled with cellular, molecular, functional, structural, and behavioral changes. For example, PE promotes hippocampal neurogenesis, synaptic plasticity, cerebral angiogenesis, as well as astrocyte and microglia plasticity (<xref ref-type="bibr" rid="B36">Hillman et al., 2008</xref>; <xref ref-type="bibr" rid="B10">Carlo Maria Di Liegro, 2019</xref>; <xref ref-type="bibr" rid="B24">El-Sayes et al., 2019</xref>). Mechanistically, these benefits are notably mediated by an elevation of the levels of cerebral brain-derived neurotrophic factor (BDNF), a molecule involved in neurogenesis and synaptic plasticity (<xref ref-type="bibr" rid="B11">Cefis et al., 2023</xref>) but also, insulin-like growth factor 1 (IGF-1), and vascular endothelial growth factor (VEGF). Although cerebral BDNF is known to be a determinant of plasticity (<xref ref-type="bibr" rid="B11">Cefis et al., 2023</xref>), the mechanisms underlying its upregulation in response to PE and the role of exercise modalities are not well-understood. Indeed, three mechanisms have been proposed (<xref ref-type="bibr" rid="B11">Cefis et al., 2023</xref>): (i) motor commands and afferent inputs from the periphery can increase neuronal activity in the brain and stimulate the expression of several growth factors (neuronal pathway), (ii) skeletal muscle can synthesize and secrete myokines, which enter the bloodstream and cross the blood-brain barrier to promote the expression of growth factors (endocrine pathway), and (iii) PE can increase cerebral blood flow (CBF), leading to an increase in shear stress and nitric oxide (NO) release, which can have multiple benefits for brain health (hemodynamic pathway). However, the relative contributions of these mechanisms remain unknown (<xref ref-type="bibr" rid="B11">Cefis et al., 2023</xref>). Nevertheless, it has been demonstrated that BDNF production by the cerebral vascular endothelium is both NO- and shear stress-dependent with the latter increasing during exercise (<xref ref-type="bibr" rid="B57">Monnier et al., 2017</xref>).</p>
<p>Recent data revealed that acute and chronic exercises performed at moderate intensities are associated with enhanced cognitive performances. However, people with physical limitations may not be able to perform such exercises. This predicament is particularly evident in spinal cord injuries (SCI) or stroke patients. Additionally, elderly individuals may grapple with obstacles to engage in active PE routines due to their physical frailty. Finally, various medical conditions, such as heart failure or chronic obstructive pulmonary disease (COPD) are associated with medical contraindications and exercise intolerance. Over the (recent) years, electrical stimulation (ES) has been proposed as a possible effective alternative to traditional voluntary physical exercise when the latter becomes compromised (<xref ref-type="bibr" rid="B21">Doucet et al., 2012</xref>; <xref ref-type="bibr" rid="B52">Maffiuletti et al., 2018</xref>). Indeed, it has been reported that ES can be used to preserve, restore or even improve physical and neuromsucular function. In addition, it is generally used in rehabilitation context, notably to improve muscle strength, increase range of motion, reduce inflammation, counter muscular atrophy and weakness, and reduce muscular pain.</p>
<p>Although it has received less attention than physical outcomes in the literature, a recent study evidenced that ES could be of great interest to improve cerebral health (<xref ref-type="bibr" rid="B18">Descollonges et al., 2024</xref>). In this narrative review, we have opted to present results in both humans and animals, since the latter allows us to approach mechanisms that would otherwise remain untouched while focusing solely on human studies, to explore the impact of ES on the cerebral and mental health.</p>
</sec>
<sec id="s3">
<title>2 Main text</title>
<sec id="s3-1">
<title>2.1 Electrical stimulation</title>
<sec id="s3-1-1">
<title>2.1.1 Definition</title>
<p>Electrical stimulation is a technique used to elicit muscle contractions by applying electrical impulses to the skin above the muscle or along the pathway of a superficial nerve (<xref ref-type="bibr" rid="B17">Deley et al., 2015</xref>; <xref ref-type="bibr" rid="B8">Blazevich et al., 2021</xref>). ES is now an integral part of clinical settings, especially in neurological rehabilitation, proving effective for patients with impaired voluntary contractions, such as those with spinal cord injuries or stroke (<xref ref-type="bibr" rid="B17">Deley et al., 2015</xref>; <xref ref-type="bibr" rid="B75">Stein et al., 2015</xref>). In addition, ES aims to preserve, restore, or even enhance physical and neuromuscular functions, with the primary goals of improving muscle strength, increasing one&#x2019;s range of motion, reducing inflammation, counteracting muscle atrophy and weakness, and alleviating muscle pain (<xref ref-type="bibr" rid="B21">Doucet et al., 2012</xref>). Regular use over weeks can induce neural adaptations, yield positive health outcomes, and enhance both quality of life and wellbeing, in turns, addressing both clinical and non-clinical objectives (<xref ref-type="bibr" rid="B8">Blazevich et al., 2021</xref>).</p>
</sec>
<sec id="s3-1-2">
<title>2.1.2 Models of electrical stimulation</title>
<p>Among ES techniques, two primary modalities can be distinguished: Neuromuscular Electrical Stimulation (NMES) and Functional Electrical Stimulation (FES) (<xref ref-type="bibr" rid="B52">Maffiuletti et al., 2018</xref>). Transcutaneous electrical nerve stimulation (TENS), a third technique employing a low-intensity and continuous electrical current on cutaneous nerve fibers, is mainly used for treating chronic and acute pain but falls outside the scope of this review. NMES is traditionally applied under isometric tetanic conditions, employing intermittent or high-intensity electrical stimuli to generate robust muscle contractions (<xref ref-type="bibr" rid="B52">Maffiuletti et al., 2018</xref>). This technique can be directed either to the muscle belly (myostimulation) or along the nerve pathway (neurostimulation). On another hand, FES involves applying moderate-intensity and cyclic electrical stimulations to selected muscles (<xref ref-type="bibr" rid="B52">Maffiuletti et al., 2018</xref>). The following sections focus on NMES, while we decided to dedicate the last part of this review to FES, even if it has recevied less attention to date.</p>
</sec>
</sec>
<sec id="s3-2">
<title>2.2 Effects of NMES on the brain</title>
<p>As previously mentionned, three primary mechanisms associated with the cerebral benefits induced by PE have been evidenced: heightened neuronal activity, increased cerebral perfusion, and the release of exerkines from peripheral tissues (<xref ref-type="bibr" rid="B11">Cefis et al., 2023</xref>). After having delved into the influence of NMES protocols on these mechanisms in both human and non-human subjects, the following section will seek to describe its cognitive and behavioral effects.</p>
<sec id="s3-2-1">
<title>2.2.1 Potential mechanisms involved in NMES induced cerebral benefits</title>
<p>Potential mechanisms involved in NMES-induced cerebral benefits are summarized in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Potential mechanisms underlying the positive effects of electrical stimulation on cerebral health in both humans (left) and rodents (right). Black arrows pointing upwards represent an increase. Black arrows running between mechanisms represent potential links. BDNF: Brain-Derived Neurotrophic Factor; FNDC5: Fibronectin type III domain-containing protein 5. Created with <ext-link ext-link-type="uri" xlink:href="http://www.BioRender.com">www.BioRender.com</ext-link>.</p>
</caption>
<graphic xlink:href="fphys-15-1464326-g001.tif"/>
</fig>
<sec id="s3-2-1-1">
<title>2.2.1.1 Effects on neuronal activity</title>
<p>It is widely recognized that neuronal activity increases during either NMES or FES sessions on the upper or lower limbs in both healthy individuals and patients (<xref ref-type="bibr" rid="B73">Smith et al., 2003</xref>; <xref ref-type="bibr" rid="B9">Blickenstorfer et al., 2009</xref>; <xref ref-type="bibr" rid="B15">Chipchase et al., 2011</xref>; <xref ref-type="bibr" rid="B38">Joa et al., 2012</xref>; <xref ref-type="bibr" rid="B81">Wegrzyk et al., 2017</xref>). Both activate predominantly regions associated with sensorimotor control, the thalamus, and the cerebellum. The observed increase in neuronal activity within these regions, even in the absence of motor commands, could potentially stem from the activation of neuromuscular spindles in response to electrical stimulation (<xref ref-type="bibr" rid="B27">Francis et al., 2000</xref>) or the stimulation of skin afferences (<xref ref-type="bibr" rid="B1">Allison et al., 1991</xref>).</p>
<p>Several studies have indeed reported an elevation of H&#x2b; ions and a depletion of adenosine triphosphate (ATP) during NMES, which should lead to the activation of the metaboreflex to regulate heart rate (HR) and ventilation. However, the variations in HR and ventilation during NMES are minimal. Additionally, afferent signals from the metaboreflex primarily project to the brainstem, and to our knowledge, no imaging studies have reported an increase in neuronal activity in this region (<xref ref-type="bibr" rid="B54">Michelini et al., 2015</xref>). Furthermore, no change in c-fos hippocampal expression, a marker of calcium influx-induced neuronal activity, was observed in mice (1 session, 100&#xa0;Hz, 0.1&#xa0;ms, 40 contractions, sciatic nerve) (<xref ref-type="bibr" rid="B29">Gardner et al., 2020</xref>) and rats subjected to acute NMES (1 session, 100&#xa0;Hz, 400&#xa0;&#x3bc;s, 7s-ON/14s-OFF, 6&#x2013;20&#xa0;mA, lower limbs) (<xref ref-type="bibr" rid="B14">Chaney et al., 2024</xref>). In contrast to NMES, traditional treadmill PE has been shown to increase c-fos in both the sensorimotor cortex and cognitive regions (<xref ref-type="bibr" rid="B12">Cefis et al., 2019</xref>). This discrepancy between PE and NMES could be attributed to the absence of locomotion, coordination, intentions and spatial engagement during NMES, which are crucial for hippocampal activation (<xref ref-type="bibr" rid="B23">Eichenbaum, 2017</xref>; <xref ref-type="bibr" rid="B40">Joshi et al., 2023</xref>).</p>
</sec>
<sec id="s3-2-1-2">
<title>2.2.1.2 Effects on hemodynamic parameters</title>
<p>There is limited research on the effect of NMES protocols on CBF modulations. One study showed regional differences in the CBF response with an increase in the internal carotid artery (ICA) but not in the vertebral artery (VA), in response to NMES (1 session, 20&#xa0;min, 4&#xa0;Hz, 250&#xa0;&#x3bc;s, maximal tolerable intensity, whole lower limbs) (<xref ref-type="bibr" rid="B4">Ando et al., 2021</xref>). These findings were recently corroborated by <xref ref-type="bibr" rid="B18">Descollonges et al. (2024)</xref> who observed that a single NMES session increases blood flow velocity through the middle (MCA) but not the posterior cerebral artery (PCA) (1 session, 25&#xa0;min, 40&#xa0;Hz, 400&#xa0;&#x3bc;s, 6s-ON/6s-OFF, maximal tolerable intensity, quadriceps muscles) (<xref ref-type="bibr" rid="B18">Descollonges et al., 2024</xref>). These results align with a study in rats showing that a single session of NMES applied on lumbar nerve roots to contracted hindlimb muscles, increased CBF in the sensorimotor cortex (1 session, 30&#xa0;min, 100&#xa0;Hz, 200&#xa0;&#x3bc;s, 6s-ON/3s-OFF, 2.5- to 5- fold the motor threshold, lumbar nerve roots) (<xref ref-type="bibr" rid="B13">Chaney et al., 2022</xref>). However, the authors also reported no increase of CBF in cerebral regions involved in cognition such as the prefrontal cortex and hippocampus evaluated by the phosphorylation level of the endothelial nitric oxide synthase (eNOS) (<xref ref-type="bibr" rid="B13">Chaney et al., 2022</xref>), which seems logical since neither of these areas is primarily supplied by the ICA or MCA.</p>
<p>To match the increase in metabolic activity, cerebral oxygenation increases in parallel with the increase in flow (<xref ref-type="bibr" rid="B67">Perrey, 2008</xref>; <xref ref-type="bibr" rid="B74">Smith and Ainslie, 2017</xref>). Accordingly, previous studies observed increases in cerebral oxygenation of the sensorimotor cortex (1 session, 30&#xa0;Hz, 200&#xa0;&#x3bc;s, wrist extensors muscles) (<xref ref-type="bibr" rid="B61">Muthalib et al., 2015</xref>) and left prefrontal cortex during NMES (<xref ref-type="bibr" rid="B18">Descollonges et al., 2024</xref>).</p>
<p>At the cardiovascular level, studies have reported a significant increase in cardiac output throughout NMES, which in turns would translate into an increase in CBF (<xref ref-type="bibr" rid="B39">Jordan and Sheel, 2017</xref>; <xref ref-type="bibr" rid="B74">Smith and Ainslie, 2017</xref>). In addition, to meet the resting metabolic demand of neuronal activity, approximately 15%&#x2013;20% of the CBF is derived from cardiac output, the latter increase being directly dependent on the muscle mass involved in PE (<xref ref-type="bibr" rid="B58">Montalvo et al., 2022</xref>). Hence, the muscle mass emerges as a pivotal factor influencing the observed increase in CBF. This, however, needs to be confirmed by future research, especially using FES where, by design, a greater muscle masses is involved.</p>
</sec>
<sec id="s3-2-1-3">
<title>2.2.1.3 Effects on exerkines release</title>
<p>It is well-established that peripheral tissues such as skeletal muscle release exerkines, into the bloodstream, thereby inducing improvements in cerebral health (<xref ref-type="bibr" rid="B47">Chow et al., 2020</xref>; <xref ref-type="bibr" rid="B11">Cefis et al., 2023</xref>).</p>
</sec>
<sec id="s3-2-1-4">
<title>2.2.1.4 Lactate</title>
<p>Currently, lactate is the exerkine that has received the most attention in NMES studies. Notably, it has been documented that lactate can cross the brain-blood-barrier (BBB) (<xref ref-type="bibr" rid="B66">Pellerin et al., 1998</xref>; <xref ref-type="bibr" rid="B70">Proia et al., 2016</xref>) and is intricately involved in neuroplastic processes such as hippocampal neurogenesis and synaptic plasticity (<xref ref-type="bibr" rid="B83">Yang et al., 2014</xref>; <xref ref-type="bibr" rid="B44">Lev-Vachnish et al., 2019</xref>). For example, lactate can cross the BBB via its monocarboxylate transporters (MCTs) (<xref ref-type="bibr" rid="B70">Proia et al., 2016</xref>). Inhibition of this transporter prevents the improvement of spatial memory and synaptic plasticity in response to exercise (<xref ref-type="bibr" rid="B35">El Hayek et al., 2019</xref>). Futhermore, investigations have confirmed that an acute PE session leads to an immediate increase in cerebral lactate concentration in rats. In humans as well, acute PE raises lactate levels in the cerebrospinal fluid (<xref ref-type="bibr" rid="B7">Bisgard et al., 1978</xref>). Studies have reported elevated blood lactate levels following a NMES session targeting the quadriceps muscles in both humans and rats (<xref ref-type="bibr" rid="B14">Chaney et al., 2024</xref>). Interestingly, we recently observed positive correlations between lactate production and either Stroop Task improvement in healthy humans or hippocampal BDNF levels in rats following an NMES session (1 session, 100&#xa0;Hz, 400&#xa0;&#x3bc;s, 7s-ON/14s-OFF, 6&#x2013;20&#xa0;mA in rats, maximal tolerable intensity in humans, quadriceps muscles) (<xref ref-type="bibr" rid="B14">Chaney et al., 2024</xref>). The mechanisms through which lactate can influence brain health are multiple. They include the transport of lactate into neurons via MCT2, which increases the activity of the deacetylase sirtuin 1 (SIRT1). This increase can, in turn, enhance the transcriptional activity of PGC-1&#x3b1;, leading to the induction of BDNF (<xref ref-type="bibr" rid="B35">El Hayek et al., 2019</xref>) Interestingly, ES in rats increases hippocampal expression of SIRT1 (<xref ref-type="bibr" rid="B14">Chaney et al., 2024</xref>), suggesting a SIRT1-dependent mechanism in the beneficial effects of lactate in the context of ES.</p>
<p>When considered together, these findings strongly imply that lactate plays a pivotal role as an essential exerkine mediating the positive effects of NMES on cerebral health.</p>
</sec>
<sec id="s3-2-1-5">
<title>2.2.1.5 Cathepsin-B</title>
<p>As mentioned in a recent review (<xref ref-type="bibr" rid="B11">Cefis et al., 2023</xref>), cathepsin B (CTSB) is thought to play an important role in brain health, notably through its effect on BDNF and neurogenesis (<xref ref-type="bibr" rid="B59">Moon et al., 2016</xref>). Although studies that have examined the effects of NMES protocols on cathepsin-B are poor, a recent study showed that NMES applied at stimulation frequencies of 20&#xa0;Hz induced significantly greater increases in serum cathepsin-B levels than evoked stimulation at 4 or 80&#xa0;Hz or the control condition in healthy young subjects (1 session, 20&#xa0;min, stimulation duration varied between 250&#xa0;ms (4&#xa0;Hz condition), 50&#xa0;ms (20&#xa0;Hz condition) and 12.5&#xa0;ms (80&#xa0;Hz condition), 100&#xa0;&#x3bc;s, entire lower limbs) (<xref ref-type="bibr" rid="B63">Nishikawa et al., 2024</xref>). However, to date, only one study has investigated CTSB after NMES application, and it would be interesting in future to examine the effects of an NMES- or FES-based intervention on CTSB while measuring cognitive performance, in order to verify whether the link found between conventional PE and CTSB is also found with this intervention.</p>
</sec>
<sec id="s2-2-1-6">
<title>2.2.1.6 FNDC5/Irisin</title>
<p>Recent studies have provided compelling evidence indicating that the activation of the FNDC5/Irisin (Fibronectin type III domain-containing protein 5) pathway in skeletal muscle is involved in PE-induced cerebral plasticity (<xref ref-type="bibr" rid="B86">Bao et al., 2022</xref>). For instance, it has been reported increases circulating irisin after whole-body NMES combined with HIIT-type exercise in obese participants (1 session, 25&#xa0;min, 85&#xa0;Hz, 400&#xa0;&#x3bc;s, 10s-ON/2s-OFF, whole body) (<xref ref-type="bibr" rid="B30">Ghalamsiah and Nourshahi, 2023</xref>). Interestingly, rodent data strongly suggest that fast-twitch fibers could be the key contributor to the surge in circulating Irisin levels after PE (<xref ref-type="bibr" rid="B43">Leger et al., 2024</xref>). This could be particularly relevant for disabled populations where the percentage of fast-type fibers is usually elevated (<xref ref-type="bibr" rid="B72">Schaufelberger et al., 1995</xref>; <xref ref-type="bibr" rid="B77">Toth et al., 2016</xref>).</p>
<p>On another hand, the effects of NMES on FNDC5/Irisin are less clear since an elevation in muscular concentration of FNDC5/Irisin has been reported in both humans and rodents after NMES (<xref ref-type="bibr" rid="B50">Maekawa et al., 2018</xref>; <xref ref-type="bibr" rid="B68">Petrie et al., 2020</xref>; <xref ref-type="bibr" rid="B14">Chaney et al., 2024</xref>), but without any changes in circulating irisin, at least 3, 4 and 24&#xa0;h after an acute NMES protocol in rats (<xref ref-type="bibr" rid="B50">Maekawa et al., 2018</xref>; <xref ref-type="bibr" rid="B14">Chaney et al., 2024</xref>). Similarly, no changes were observed in hippocampal FNDC5/Irisin levels (<xref ref-type="bibr" rid="B14">Chaney et al., 2024</xref>). These conflicting data underline the necessity for further studies to clarify the impact of NMES on the production of circulating irisin.</p>
</sec>
<sec id="s3-2-1-7">
<title>2.2.1.7 Effects on brain-derived neurotrophic factor (BDNF)</title>
<p>Given the inherent challenges of <italic>in vivo</italic> quantitfication of BDNF in the brain, human studies are resorting to assessing circulating BDNF levels (<xref ref-type="bibr" rid="B80">Walsh and Tschakovsky, 2018</xref>). Despite being considered a potential biomarker of cerebral health in humans, it remains unclear whether circulating BDNF can cross the blood brain barrier (BBB) and could, therefore, really be considered a surrogate for brain levels of BDNF (<xref ref-type="bibr" rid="B82">Wu and Pardridge, 1999</xref>).</p>
<p>Over the last decade, it has been reported that NMES protocols have the potential to induce an increase in circulating levels of BDNF both in humans (<xref ref-type="bibr" rid="B79">Wahl et al., 2015</xref>; <xref ref-type="bibr" rid="B55">Miyamoto et al., 2018a</xref>; <xref ref-type="bibr" rid="B56">b</xref>; <xref ref-type="bibr" rid="B42">Kimura et al., 2019</xref>; <xref ref-type="bibr" rid="B64">Nishikawa et al., 2021</xref>; <xref ref-type="bibr" rid="B63">2024</xref>; <xref ref-type="bibr" rid="B30">Ghalamsiah and Nourshahi, 2023</xref>) (<xref ref-type="table" rid="T1">Table 1</xref>) and in rodents (<xref ref-type="bibr" rid="B41">Ke et al., 2011</xref>; <xref ref-type="bibr" rid="B46">Lin et al., 2015b</xref>; <xref ref-type="bibr" rid="B16">Dalise et al., 2017</xref>; <xref ref-type="bibr" rid="B50">Maekawa et al., 2018</xref>; <xref ref-type="bibr" rid="B14">Chaney et al., 2024</xref>) (<xref ref-type="table" rid="T2">Table 2</xref>). However, some degree of discrepancy remains since few studies failed to observed increases in circulating BDNF levels in Parkinson&#x2019;s patients (<xref ref-type="bibr" rid="B25">Fiorilli et al., 2021</xref>) or in rats following NMES (<xref ref-type="bibr" rid="B14">Chaney et al., 2024</xref>). Interestingly, <xref ref-type="bibr" rid="B62">Nishikawa et al. (2022)</xref> showed that bilateral NMES of the entire lower limbs in healthy participants resulted in significantly higher serum BDNF concentration compared to stimulation of the quadriceps alone, indicating that circulating BDNF levels increase depending on engaged muscle mass (<xref ref-type="bibr" rid="B62">Nishikawa et al., 2022</xref>). Recently, same authors reported that NMES at 20&#xa0;Hz induced significantly larger increases in BDNF serum levels than stimulation at 4 or 80&#xa0;Hz or the control condition in healthy young adults indicating that BDNF levels increase depending also of the frequency of stimulation (<xref ref-type="bibr" rid="B63">Nishikawa et al., 2024</xref>). Collectively, most studies indicate that NMES stimulates the production of circulating BDNF, consistent with recent data obtained in mice showing that skeletal muscles can secrete BDNF into the bloodstream to regulate glucose homeostasis (<xref ref-type="bibr" rid="B28">Fulgenzi et al., 2020</xref>). Indeed, transgenic mice with a deletion of the bdnf gene in skeletal muscles exhibit reduced circulating levels of BDNF (<xref ref-type="bibr" rid="B28">Fulgenzi et al., 2020</xref>). Additionally, <italic>ex vivo</italic> electrical stimulation of the diaphragm induces the release of BDNF into the culture medium (<xref ref-type="bibr" rid="B28">Fulgenzi et al., 2020</xref>). However, whether muscle-secreted BDNF can have effects on the brain requires further research.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Electrical stimulation programs used to investigate the effects on BDNF expressions in humans.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Authors</th>
<th align="left">Population</th>
<th align="left">Number</th>
<th align="left">Stimulation</th>
<th align="left">Frequency</th>
<th align="left">Wide pulse</th>
<th align="left">Current amplitude</th>
<th align="left">ON/OFF</th>
<th align="left">Sessions duration</th>
<th align="left">Stimulated muscles</th>
<th align="left">Main findings</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">
<xref ref-type="bibr" rid="B30">Ghalamsiah and Nourshahi (2023)</xref>
</td>
<td align="center">Overweight</td>
<td align="center">13</td>
<td align="center">NMES</td>
<td align="center">85 Hz</td>
<td align="center">400 &#x3bc;s</td>
<td align="center">-</td>
<td align="center">10&#xa0;s ON - 2&#xa0;s OFF</td>
<td align="center">1 session (25&#xa0;min/session)</td>
<td align="center">Whole body</td>
<td align="center">&#x2191; BDNF (Serum) &#x2191; Irisin (Serum)</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="B62">Nishikawa et al. (2022)</xref>
</td>
<td align="center">Able-bodied</td>
<td align="center">12</td>
<td align="center">NMES</td>
<td align="center">20 Hz</td>
<td align="center">100 &#x3bc;s</td>
<td align="center">Max. tolerable</td>
<td align="center">Ranged from 50 to 200 ms</td>
<td align="center">1 session (23&#xa0;min/session)</td>
<td align="center">Quadriceps Triceps surae</td>
<td align="center">&#x2191; BDNF (Serum)</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="B25">Fiorilli et al. (2021)</xref>
</td>
<td align="center">Parkinson&#x2019;s patients</td>
<td align="center">12</td>
<td align="center">NMES</td>
<td align="center">85 Hz</td>
<td align="center">350 &#x3bc;s</td>
<td align="center">Max. tolerable</td>
<td align="center">4&#xa0;s ON - 4&#xa0;s OFF</td>
<td align="center">1 session (20&#xa0;min/session)</td>
<td align="center">Quadriceps</td>
<td align="center">No increase of BDNF (Serum)</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="B64">Nishikawa et al. (2021)</xref>
</td>
<td align="center">Elderly</td>
<td align="center">3</td>
<td align="center">NMES</td>
<td align="center">20 Hz</td>
<td align="center">100 &#x3bc;s</td>
<td align="center">4.85 mA</td>
<td align="center">5&#xa0;s ON - 10&#xa0;s OFF</td>
<td align="center">5 sessions/w during 8 weeks (23&#xa0;min/session)</td>
<td align="center">Quadriceps</td>
<td align="center">&#x2191; BDNF (Serum)</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="B42">Kimura et al. (2019)</xref>
</td>
<td align="center">Able-bodied</td>
<td align="center">11</td>
<td align="center">NMES</td>
<td align="center">20 Hz</td>
<td align="center">50 &#x3bc;s</td>
<td align="center">31.3 mA</td>
<td align="center">4.5&#xa0;s ON &#x2013; 4.5&#xa0;s OFF</td>
<td align="center">1 session (20&#xa0;min/session)</td>
<td align="center">Quadriceps</td>
<td align="center">&#x2191; BDNF (Serum)</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="B55">Miyamoto et al. (2018a)</xref>
</td>
<td align="center">Type II Diabete</td>
<td align="center">14</td>
<td align="center">NMES</td>
<td align="center">4 Hz</td>
<td align="center">200 &#x3bc;s</td>
<td align="center">Max. tolerable</td>
<td align="center">Unspecified</td>
<td align="center">5 sessions/w during 8 weeks (40&#xa0;min/session)</td>
<td rowspan="2" align="center">Gluteus Quadriceps HamstringsTriceps surae</td>
<td rowspan="2" align="center">&#x2191; BDNF (Plasma)</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="B56">Miyamoto et al. (2018b)</xref>
</td>
<td align="center">Able-bodied</td>
<td align="center">13</td>
<td align="center">NMES</td>
<td align="center">4 Hz</td>
<td align="center">250 &#x3bc;s</td>
<td align="center">Max. tolerable</td>
<td align="center">Unspecified</td>
<td align="center">1 session (30&#xa0;min/session)</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="B79">Wahl et al. (2015)</xref>
</td>
<td align="center">Able-bodied</td>
<td align="center">13</td>
<td align="center">FES-cycling vs NMES</td>
<td align="center">60 Hz</td>
<td align="center">400 &#x3bc;s</td>
<td align="center">Max. tolerable</td>
<td align="center">Continous for myostimulation</td>
<td align="center">1 session/condition (60&#xa0;min/session)</td>
<td align="center">Lower limbs</td>
<td align="center">&#x2191; BDNF (Serum) only for FES condition</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>NMES: neuromuscular electrical stimulation; BDNF: Brain&#x2010;Derived Neurotrophic Factor; ON: time of contraction; OFF: resting time.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Electrical stimulation programs used to investigate the effects on BDNF expressions in animal&#x2019;s model.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Authors</th>
<th align="left">Population</th>
<th align="left">Stimulation</th>
<th align="left">Frequency</th>
<th align="left">Wide pulse</th>
<th align="left">Current amplitude</th>
<th align="left">ON/OFF</th>
<th align="left">Sessions duration</th>
<th align="left">Stimulated muscles</th>
<th align="left">Main findings</th>
<th align="left">Other results</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">
<xref ref-type="bibr" rid="B14">Chaney et al. (2024)</xref>
</td>
<td align="center">Rats</td>
<td align="center">NMES</td>
<td align="center">100 Hz</td>
<td align="center">400 &#x3bc;s</td>
<td align="center">6 &#x2013; 20 mA</td>
<td align="center">7&#xa0;s ON &#x2013; 14&#xa0;s OFF</td>
<td align="center">1 session (80 contractions)</td>
<td align="center">Quadriceps</td>
<td align="center">&#x2191; BDNF (hippocampus)</td>
<td align="center">&#x2191; FNDC5/irisin after 24&#xa0;h (quadriceps) &#x2191; Lactate</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="B50">Maekawa et al. (2018)</xref>
</td>
<td align="center">Rats</td>
<td align="center">NMES</td>
<td align="center">100 Hz</td>
<td align="center">1000 &#x3bc;s</td>
<td align="center">Motor Threshold</td>
<td align="center">3&#xa0;s ON - 7&#xa0;s OFF</td>
<td align="center">1 session (50 contractions)</td>
<td align="center">Sciatic nerve</td>
<td align="center">&#x2191; BDNF protein/mARN (hippocampus)</td>
<td align="center">&#x2191; FNDC5/irisin (hippocampus) NMES doesn&#x2019;t increase muscle BDNF and muscle FNDC5</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="B16">Dalise et al. (2017)</xref>
</td>
<td align="center">Rats</td>
<td align="center">NMES</td>
<td align="center">50 Hz</td>
<td align="center">150 &#x3bc;s</td>
<td align="center">15 mA</td>
<td align="center">5&#xa0;s ON - 10&#xa0;s OFF</td>
<td align="center">5 sessions /w during 4 weeks</td>
<td align="center">Brachial biceps Brachial triceps</td>
<td align="center">&#x2191; BDNF (Serum)</td>
<td align="center">&#x2191; ARNm BDNF (Hippocampus) for the low NMES dose &#x2191; Lactate</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="B45">Lin et al. (2015)</xref>
</td>
<td align="center">Rats</td>
<td align="center">FES</td>
<td align="center">100 Hz</td>
<td align="center">300 &#x3bc;s</td>
<td align="center">Motor Threshold</td>
<td align="center">0.15 ON &#x2013; 0.6&#xa0;s OFF</td>
<td align="center">30&#xa0;min/days during 2 weeks</td>
<td align="center">Wrist extensors</td>
<td align="center">&#x2191; BDNF (hippocampus/prefrontal cortex)</td>
<td align="center">&#x2191; TrkB (hippocampus/prefrontal cortex)</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="B41">Ke et al. (2011)</xref>
</td>
<td align="center">Rats</td>
<td align="center">FES</td>
<td align="center">100 Hz</td>
<td align="center">300 &#x3bc;s</td>
<td align="center">Motor Threshold</td>
<td align="center">TA: 0.05&#xa0;s ON MG: 0.15&#xa0;s ON Both: 300&#xa0;s OFF</td>
<td align="center">7 days (30&#xa0;min/days)</td>
<td align="center">Tibialis Anterior Triceps surae</td>
<td align="center">&#x2191; BDNFm (Hippocampus/striatum)</td>
<td align="center">BDNF levels &#x2b;&#x2b; in striatum for FES group but for hippocampus voluntary group is more efficient</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>NMES: neuromuscular electrical stimulation; FES: functional electrical stimulation; BDNF: Brain&#x2010;Derived Neurotrophic Factor; FNDC5: Fibronectin type III, domain&#x2010;containing protein 5; TrkB: Tropomyosin receptor kinase B; ON: time of contraction; OFF: resting time.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s3-2-2">
<title>2.2.2 Cognitive and behavioral effects in response to NMES</title>
<p>There is no consensus regarding the effect a single bout of NMES on cognition. Indeed, some studies both in animal and human suggested no improvement in cognitive performance. For instance, in humans, neither the Stroop test nor the Wisconsin card task (assessment of cognitive flexibility and executive functions by requiring subjects to sort cards according to changing rules (color, shape, number)) (<xref ref-type="bibr" rid="B55">Miyamoto et al., 2018a</xref>), or a Go/No-Go task (reaction time task), were altered after a single NMES session with low frequencies (4&#x2013;20&#xa0;Hz, 250&#xa0;&#x3bc;s) (<xref ref-type="bibr" rid="B2">Ando et al., 2024a</xref>; <xref ref-type="bibr" rid="B3">b</xref>; <xref ref-type="bibr" rid="B76">Sudo et al., 2024</xref>). However, a recent study reported reaction time improvements to the Go/No-Go task when NMES is combined with voluntary arm cranking (<xref ref-type="bibr" rid="B2">Ando et al., 2024a</xref>). In rodents, a study involving mice subjected to an acute sciatic nerve stimulation protocol (100&#xa0;Hz, 0.1&#xa0;ms, 40 contractions, 4-s ON/4-s OFF) revealed no improvement in performance in the Morris water maze, rotarod, and contextual fear conditioning test (<xref ref-type="bibr" rid="B29">Gardner et al., 2020</xref>). This lack of improvement was linked to an increase in astrogliogenesis without concurrent changes in hippocampal neurogenesis. On another hand, recent reports indicate that an acute isometric session of NMES applied to the quadriceps at both low (40&#xa0;Hz) (<xref ref-type="bibr" rid="B18">Descollonges et al., 2024</xref>) or high frequencies (100&#xa0;Hz) (<xref ref-type="bibr" rid="B14">Chaney et al., 2024</xref>) can enhance Stroop task scores and reduce anxiety in healthy participants. In these studies, a three-step Stroop task was performed and consisted of read the most color names (green, blue, yellow, and red) printed in black, name the most color patches, and state the most color words printed with inconsistent color ink for 45&#xa0;s. However and while the literature on chronic use of NMES is even more scarce and limited to humans, it has been shown in advanced laryngeal cancer patients that 8 weeks of NMES did not demonstrate any advantages for anxiety, depression, or sleep quality (30&#xa0;min/session, 2 sessions/week during 8 weeks, 2&#x2013;100&#xa0;Hz, maximal tolerable intensity) (<xref ref-type="bibr" rid="B85">Zhang et al., 2018</xref>). Nevertheless, if one wants to expand beyond the scope of this review, there is more literature suggesting that ES, including NMES, FES and Hybrid FES protocols, can be beneficial notably for the quality of life (<xref ref-type="bibr" rid="B22">Durmus et al., 2009</xref>; <xref ref-type="bibr" rid="B19">Descollonges et al., 2023</xref>; <xref ref-type="bibr" rid="B71">Ramezani et al., 2023</xref>). Lastly, a recent protocol study suggests evaluating the chronic effects of NMES on cognition and BDNF over 12 weeks in SCI patients, and this work should be followed closely in the future (<xref ref-type="bibr" rid="B78">Vints et al., 2024</xref>).</p>
<p>Taken together, these results are calling for more research on this topic, especially when considering the variety in stimulation parameters available from the literature thus far. Moreover, future clinical and preclinical studies are imperative to unravel the nuanced effects of NMES on cognitive function.</p>
</sec>
<sec id="s3-2-3">
<title>2.2.3 The specific case of functional electrical stimulation (FES)</title>
<p>As mentionned previously, NMES alone might be insufficient to improve cognition but this intervention can potentiate the effect of other strategies (i.e., FES) acting directly on cognition thanks to its effects on neuroplasticity processes. FES involves a voluntary contribution and therefore could potentially potentiate the effects of NMES. This modality holds promises, notably as it can induce functional movements and engage a substantial muscle mass (<xref ref-type="bibr" rid="B17">Deley et al., 2015</xref>). Currently, two modalities of FES are employed to induce muscle contractions in the lower limbs, namely, FES-Cycling and FES-Rowing. Both involve electrical stimulation to the lower limb, while voluntarily exercising either with lower- (cycling) or upper-body (rowing) muscles, eventually generating a complete rowing movement for the latter (<xref ref-type="bibr" rid="B17">Deley et al., 2015</xref>; <xref ref-type="bibr" rid="B84">Ye et al., 2021</xref>). In recent years, FES techniques have emerged as compelling alternatives and complementary solutions to assist patients in generating voluntary movement of moderate to high intensity.</p>
<p>A distinction can be made between exercises that are performed solely with FES (called FES-induced) and those where FES is used as an aid (FES-assisted). Only few studies focused on the mechanisms involved in neuroplasticity following demonstrating elevated blood lactate levels (<xref ref-type="bibr" rid="B32">Gojda et al., 2019</xref>) in healthy participants and cerebral oxygenation (<xref ref-type="bibr" rid="B48">Lo et al., 2018</xref>) in stroke patients following a FES-assisted as well as increases in brain activity during FES-induced wrist movement (<xref ref-type="bibr" rid="B38">Joa et al., 2012</xref>). In the future, studies would need to explore other FES-induced putative mechanisms involved in neuropalsticity such as alterations in cerebral blood flow.</p>
<p>There is a clear paucity of data on the acute effect of FES on cognition and/or behavior, either in humans or in animals. On another hand, it has been reported, using a stimulation protocol aiming to emulate a walking pattern resembling an FES protocol (100&#xa0;Hz, 0.3&#xa0;ms, 3 &#xd7; 10&#xa0;min/day for 2 weeks, running model at a speed of 12&#xa0;m/min) in a rat model of cerebral hypoperfusion (bilateral carotid occlusion), that FES effectively restores performance on the object recognition test and the Barnes maze, assessing memory function (<xref ref-type="bibr" rid="B46">Lin et al., 2015b</xref>). The authors highlighted that these positive effects on behavior were associated with an increase in BDNF and downstream signaling pathways in the hippocampus (<xref ref-type="bibr" rid="B45">Lin et al., 2015a</xref>). Additionally, the authors observed an increase in synaptic protein levels, along with enhanced survival of hippocampal neurons (<xref ref-type="bibr" rid="B45">Lin et al., 2015a</xref>. These promising outcomes align with similar findings on the impact of FES on BDNF expression in both hippocampus and striatum in a rat model of stroke (middle cerebral artery occlusion) (<xref ref-type="bibr" rid="B45">Lin et al., 2015a</xref>). Intriguingly, the elevation in cerebral BDNF was similar to what is observed following both voluntary and forced treadmill exercise (<xref ref-type="bibr" rid="B41">Ke et al., 2011</xref>).</p>
<p>In humans, 30 weeks of FES in spinal cord injury (SCI) patients showed long-term psychological improvement and an antidepressant effect (<xref ref-type="bibr" rid="B20">Donna, 1992</xref>). Additionally, if one recent study reported that FES-assisted cycling do not impact cognitive performance (Go/No-Go task) in healthy participants (<xref ref-type="bibr" rid="B3">Ando et al., 2024b</xref>) it has been demonstrated that this modality could induce moderate-to-large progress in cognitive processing speed (<xref ref-type="bibr" rid="B69">Pilutti et al., 2019</xref>) and reduce delirium (<xref ref-type="bibr" rid="B65">Parry et al., 2014</xref>). Mechanistically, since cerebral BDNF cannot be measured <italic>in situ</italic> in humans, one has to rely on indirect markers. For instance, it has been suggested that the muscle mass involved and the stimulation parameters play a critical role in the measured outcomes on cognition and/or behavior. The involvement of a large muscle mass would translate into an elevation in CBF as a result of increased neuronal activity, hypercapnia and increased cardiac output (<xref ref-type="bibr" rid="B39">Jordan and Sheel, 2017</xref>; <xref ref-type="bibr" rid="B74">Smith and Ainslie, 2017</xref>), as well as increases of blood levels of irisin and lactate, which might be involved in cerebral BDNF upregulation (<xref ref-type="bibr" rid="B11">Cefis et al., 2023</xref>). Thus, when compared to NMES, it could be hypothesized that FES might have a greater impact on physical performance or indeed cognition than NMES, due to the larger muscle mass involved during the exercise. Taken together and despite the limited array of studies in the literature, it seems that FES interventions represent a promising methodology to improve cognition.</p>
</sec>
</sec>
</sec>
<sec id="s4">
<title>3 Methodological considerations</title>
<p>Electrical stimulation may have certain limitations, the main ones being listed thereafter.</p>
<sec id="s4-1">
<title>3.1 Muscle damage</title>
<p>According to the stimulation parameters use, muscle damage could manifest histologically by the apoptosis of muscle fibers, the infiltration of inflammatory cells, and the disruption of sarcomeric organization (<xref ref-type="bibr" rid="B49">Mackey et al., 2008</xref>). While muscle damage can have a positive effect on strength, it is important to note that it can also negatively affect the effect of exercise on the brain. The mechanisms by which PE induces muscle damage exceed the scope of this review and have been described elsewhere (<xref ref-type="bibr" rid="B26">Four&#xe9; and Gondin, 2021</xref>). In animals, for example, it has been demonstrated that muscle injury could promote neuroinflammation and impair hippocampus-dependent memory (<xref ref-type="bibr" rid="B34">Gu&#xe9;niot et al., 2020</xref>). In addition, recent results showed that heightened activations of neuroinflammatory processes can lead to alterations in synaptic plasticity and BDNF expression (<xref ref-type="bibr" rid="B33">Golia et al., 2019</xref>). Thus, controlling the impact of NMES protocols on muscle damage appears crucial when targeting cerebral health enhancement but also to ensure patient&#x2019;s adherence to the training protocol.</p>
</sec>
<sec id="s4-2">
<title>3.2 Discomfort</title>
<p>On another hand, NMES is often associated with discomfort felt during the application of ES on the skin. This discomfort is even more pronounced in women and obese individuals (<xref ref-type="bibr" rid="B51">Maffiuletti, 2010</xref>), since adipose tissue acts as a capacitor, hindering the passage of current to the muscle tissue. Moreover, placing the electrodes on a motor point can reduce the sensation of discomfort and improve muscle activation (<xref ref-type="bibr" rid="B31">Gobbo et al., 2014</xref>). The size of the electrodes is also important: several experiments comparing different positionning configurations, reported higher tolerated intensities of stimulation (i.e., higher torque) and lower discomfort when using large electrodes (<xref ref-type="bibr" rid="B53">Maffiuletti et al., 2014</xref>; <xref ref-type="bibr" rid="B5">Barss et al., 2018</xref>). Indeed, with small electrodes, current density is higher and might produce a preferential excitation of small-diameter sensory fibers which are sensitive to current density in the dermo-epidermal junction (<xref ref-type="bibr" rid="B60">M&#xf8;rch et al., 2011</xref>; <xref ref-type="bibr" rid="B6">Bergquist et al., 2017</xref>).</p>
<p>It is plausible that the perception of discomfort during ES affects its effects on the brain. For example, it has been reported that cortical activation during ES is correlated with the discomfort experienced by subjects. Thus, greater discomfort could induce a higher level of arousal and have short-term positive effects on cognition due to elevated arousal. Further studies would be interesting to evaluate the relationship between ES-induced discomfort, arousal levels, and cognition. On the other hand, ES can induce substantial muscle damage (as described in the manuscript) in the days following its application. The nociceptive nerve endings of skeletal muscles respond to the release of ATP due to sarcolemma permeabilization, muscle inflammation, pH variations, and muscle temperature changes. Various clinical and preclinical studies have highlighted the link between chronic pain, the emergence of anxiety-like behaviors, and impaired cognitive function. Therefore, it will be interesting in the future to evaluate cognition in the days following the application of ES. Moreover, it is also known that ES is perceived as less uncomfortable when combined with voluntary contraction. Hybrid FES may therefore be an interesting solution. Thus, it is therefore essential to carry out pre-conditioning and familiarization sessions, while modulating the intensity and/or force developed to reduce discomfort, muscle damage or fatigue.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s5">
<title>4 Conclusion</title>
<p>Taken together, this review highlights the fact that ES has received little attention compared to aerobic exercise, but the available data suggest that ES could be of interest for improving cerebral health, particularly in people who cannot exercise voluntarily. Further studies are needed to confirm this postulate and elucidate the underlying mechanisms. In addition, stimulation protocols need to be optimized to reduce muscle damage and fatigue. It would, therefore, be appropriate to carry out comparative studies in humans and animals between conventional PE, NMES and FES.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Author contributions</title>
<p>MD: Conceptualization, Data curation, Formal Analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing&#x2013;original draft, Writing&#x2013;review and editing. RC: Conceptualization, Data curation, Formal Analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing&#x2013;original draft, Writing&#x2013;review and editing. PG: Supervision, Validation, Visualization, Writing&#x2013;review and editing. AP-T: Supervision, Visualization, Writing&#x2013;review and editing. JB: Conceptualization, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing&#x2013;original draft, Writing&#x2013;review and editing. GD: Conceptualization, Funding acquisition, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing&#x2013;original draft, Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s7">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>Author MD was employed by Kurage.</p>
<p>The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10">
<title>Abbreviations</title>
<p>ATP: Adenosine triphosphate; BBB: Brain blood barrier; CBF: Cerebral blood flow; COPD: Chronic obstructive pulmonary disease; eNOS: Endothelial nitric oxide synthase; ES: Electrical stimualtion; BDNF: Brain-derived neurotrophic factor; FES: Functional electrical stimulation; FNDC5: Fibronectin type III domain-containing protein 5; HIIT: High intensity interval training; ICA: Internal carotid artery; MCA: Middle cerebral artery; NMES: Neuromuscular electrical stimulation; NO: Nitric oxide; PCA: Posterior cerebral artery; PE: Physical exercise; SCI: Spinal cord injury; TENS: Transcutaneous electrical nerve stimulation; VA: vertebral artery.</p>
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