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  <front>
    <journal-meta>
      <journal-id journal-id-type="nlm-ta">Extracell Vesicles Circ Nucleic Acids.</journal-id>
      <journal-id journal-id-type="publisher-id">EVCNA</journal-id>
      <journal-title-group>
        <journal-title>Extracellular Vesicles and Circulating Nucleic Acids</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2767-6641</issn>
      <publisher>
        <publisher-name>OAE Publishing Inc.</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.20517/evcna.2026.14</article-id>
      <article-categories>
        <subj-group>
          <subject>Review</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Stem cell extracellular vesicles for neuropsychiatric disorders and translation</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Fan</surname>
            <given-names>Hengxiang</given-names>
          </name>
          <xref ref-type="aff" rid="I1">
            <sup>1</sup>
          </xref>
          <xref ref-type="aff" rid="I#">
            <sup>#</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Wang</surname>
            <given-names>Shunqi</given-names>
          </name>
          <xref ref-type="aff" rid="I1">
            <sup>1</sup>
          </xref>
          <xref ref-type="aff" rid="I#">
            <sup>#</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Li</surname>
            <given-names>Zhi</given-names>
          </name>
          <xref ref-type="aff" rid="I2">
            <sup>2</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Yu</surname>
            <given-names>Tianze</given-names>
          </name>
          <xref ref-type="aff" rid="I2">
            <sup>2</sup>
          </xref>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <name>
            <surname>Ma</surname>
            <given-names>Chaolin</given-names>
          </name>
          <xref ref-type="aff" rid="I1">
            <sup>1</sup>
          </xref>
          <xref ref-type="corresp" rid="cor1" />
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <name>
            <surname>Sun</surname>
            <given-names>Chong</given-names>
          </name>
          <xref ref-type="aff" rid="I1">
            <sup>1</sup>
          </xref>
          <xref ref-type="corresp" rid="cor1" />
        </contrib>
      </contrib-group>
      <aff id="I1">
        <sup>1</sup>Department of Neurology, The Second Affiliated Hospital, Institute of Biomedical Innovation, Jiangxi Province Key Laboratory of Brain Science and Brain Health, and School of Basic Medical Sciences, Jiangxi Medical College, Nanchang University, Nanchang 330031, Jiangxi, China.</aff>
      <aff id="I2">
        <sup>2</sup>Queen Mary School, Jiangxi Medical College, Nanchang University, Nanchang 330031, Jiangxi, China.</aff>
      <aff id="I#">
        <sup>#</sup>These authors contributed equally to this work.</aff>
      <author-notes>
        <corresp id="cor1">Correspondence to: Prof. Chaolin Ma, Dr. Chong Sun, Department of Neurology, The Second Affiliated Hospital, Institute of Biomedical Innovation, Jiangxi Province Key Laboratory of Brain Science and Brain Health, and School of Basic Medical Sciences, Jiangxi Medical College, Nanchang University, Nanchang 330031, Jiangxi, China. E-mail: <email>chaolinma@ncu.edu.cn</email>; <email>sunc@ncu.edu.cn</email></corresp>
        <fn fn-type="other">
          <p>
            <bold>Received:</bold> 31 Jan 2026 | <bold>First Decision:</bold> 19 Mar 2026 | <bold>Revised:</bold> 7 Apr 2026 | <bold>Accepted:</bold> 18 May 2026 | <bold>Published:</bold> 29 May 2026</p>
        </fn>
        <fn fn-type="other">
          <p>
            <bold>Academic Editors:</bold> Yoke Peng Loh, Shilpa Buch | <bold>Copy Editor:</bold> Ting-Ting Hu | <bold>Production Editor:</bold> Ting-Ting Hu</p>
        </fn>
      </author-notes>
      <pub-date pub-type="ppub">
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>29</day>
        <month>5</month>
        <year>2026</year>
      </pub-date>
      <volume>7</volume>
	  <issue>2</issue>
      <fpage>764</fpage>
	  <lpage>85</lpage>
      <permissions>
        <copyright-statement>© The Author(s) 2026.</copyright-statement>
        <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
          <license-p>© The Author(s) 2026. <bold>Open Access</bold> This article is licensed under a Creative Commons Attribution 4.0 International License (<uri xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</uri>), which permits unrestricted use, sharing, adaptation, distribution and reproduction in any medium or format, for any purpose, even commercially, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.</license-p>
        </license>
      </permissions>
      <abstract>
        <p>Neuropsychiatric disorders represent a major global health challenge due to their high prevalence, chronic disability, and substantial socioeconomic burden. Although stem cell-based therapies offer regenerative potential, their clinical application is limited by poor post-transplantation survival, restricted targeted integration, and potential tumorigenicity. Stem cell-derived extracellular vesicles (SC-EVs), particularly exosomes, have emerged as a promising cell-free therapeutic approach. These vesicles can cross the blood-brain barrier (BBB) and exhibit high biocompatibility and low immunogenicity. This review summarizes the cellular origins and biogenesis of SC-EVs and evaluates current preclinical and clinical evidence supporting their therapeutic potential. Particular attention is given to acute ischemic stroke and progressive neurodegenerative disorders, including Alzheimer’s disease and Parkinson’s disease. In addition, the molecular mechanisms underlying their neuroprotective and regenerative effects are discussed, with a focus on modulating neuroinflammation, promoting neurogenesis, and enhancing synaptic plasticity. Finally, key advances and major challenges in the clinical translation of SC-EVs are outlined. Integrating current evidence, this review provides a framework and practical perspective for the continued development of SC-EV-based therapies for complex neurological disorders.</p>
      </abstract>
      <kwd-group>
        <kwd>Stem cell-derived extracellular vesicles</kwd>
        <kwd>neuropsychiatric disorders</kwd>
        <kwd>neuroinflammation</kwd>
        <kwd>neuroregeneration</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>INTRODUCTION</title>
      <p>Neurological disorders are a major global public health challenge, affecting approximately 3.4 billion people and causing nearly 11.8 million deaths annually, thereby imposing a heavy socioeconomic burden<sup>[<xref ref-type="bibr" rid="B1">1</xref>]</sup>. As the global population ages, the incidence of these disorders continues to rise, placing increasing pressure on healthcare systems<sup>[<xref ref-type="bibr" rid="B2">2</xref>]</sup>. A major obstacle to effective neurotherapeutics is the blood-brain barrier (BBB), which prevents most small molecules and nearly all macromolecular biologics from entering the central nervous system (CNS)<sup>[<xref ref-type="bibr" rid="B3">3</xref>]</sup>. In addition, neuronal damage in these disorders is complex, heterogeneous, and often irreversible, which limits the effectiveness of conventional monotherapies<sup>[<xref ref-type="bibr" rid="B4">4</xref>]</sup>. These challenges highlight the need for novel, multifaceted regenerative strategies.</p>
      <p>Stem cells, characterized by self-renewal, proliferation, and multilineage differentiation, are considered promising candidates for the treatment of neurological disorders<sup>[<xref ref-type="bibr" rid="B5">5</xref>,<xref ref-type="bibr" rid="B6">6</xref>]</sup>. Common types include mesenchymal stem cells (MSCs), neural stem cells (NSCs), induced pluripotent stem cells (iPSCs), and embryonic stem cells (ESCs). These cells exert therapeutic effects through multiple mechanisms, including cell replacement, immunomodulation<sup>[<xref ref-type="bibr" rid="B7">7</xref>]</sup>, anti-inflammatory effects, promotion of angiogenesis, and enhancement of neuroprotection<sup>[<xref ref-type="bibr" rid="B8">8</xref>]</sup>. However, increasing evidence indicates that their therapeutic benefits are largely mediated by paracrine signaling rather than direct <italic>in vivo</italic> engraftment<sup>[<xref ref-type="bibr" rid="B9">9</xref>]</sup>.</p>
      <p>Despite their therapeutic potential, current stem cell-based therapies face translational challenges. Intrinsic cellular heterogeneity complicates controlled differentiation and the standardization of clinical outcomes<sup>[<xref ref-type="bibr" rid="B10">10</xref>]</sup>. Moreover, poor post-transplantation survival and poor homing to injury sites limit efficacy, and there is a risk of immune rejection in allogeneic settings<sup>[<xref ref-type="bibr" rid="B11">11</xref>]</sup>. In addition, undifferentiated stem cells may form tumors, so careful safety measures such as rigorous purification and phenotypic validation are required before clinical use<sup>[<xref ref-type="bibr" rid="B12">12</xref>]</sup>.</p>
      <p>In this context, stem cell-derived extracellular vesicles (SC-EVs) have emerged as a promising cell-free alternative. SC-EVs retain key regenerative and immunomodulatory components of their parent cells while avoiding many of the safety, immunological, and engraftment limitations associated with live-cell transplantation<sup>[<xref ref-type="bibr" rid="B5">5</xref>,<xref ref-type="bibr" rid="B6">6</xref>]</sup>. Although previous studies have summarized general aspects of extracellular vesicle biology, this review provides a focused and clinically oriented overview of SC-EV-mediated neurological repair, organized into six principal mechanistic categories: immunomodulation, mitochondrial homeostasis, neuroprotection, enhancement of neuroplasticity, angiogenesis, and clearance of pathological protein aggregates.</p>
      <p>This review focuses primarily on conditions supported by strong preclinical and translational evidence, including acute ischemic injury (stroke) and progressive neurodegenerative disorders such as Alzheimer’s disease and Parkinson’s disease (PD). Emerging applications in neuropsychiatric disorders (e.g., epilepsy, schizophrenia, and major depressive disorder) are also discussed. These conditions are increasingly recognized not only as disorders of neurotransmission but also as involving structural and neuroinflammatory alterations in the CNS, making them relevant targets for SC-EV-based interventions. Finally, to bridge the gap between experimental research and clinical application, we evaluate the current clinical trial landscape and highlight key methodological challenges, including EV heterogeneity, isolation-related biases, and the lack of standardized characterization criteria that must be addressed to enable reliable clinical translation.</p>
    </sec>
    <sec id="sec2">
      <title>LITERATURE SEARCH STRATEGY</title>
      <p>A comprehensive literature search [<xref ref-type="fig" rid="fig1">Figure 1</xref>] was conducted to identify relevant studies on SC-EVs in neurological disorders. The major electronic databases, including PubMed, Web of Science, and Scopus, were systematically searched for articles published from 2015 to 2025. The search strategy combined keyword and Medical Subject Headings (MeSH) terms related to “stem cell-derived extracellular vesicles,” “isolation and purification,” and specific neurological disorders (e.g., stroke, epilepsy, schizophrenia, depression, neuropsychiatric diseases, neurodegenerative diseases).</p>
      <fig id="fig1" position="float">
        <label>Figure 1</label>
        <caption>
          <p>PRISMA flow diagram. This study followed the PRISMA 2020 guidelines for systematic literature screening. The initial search of databases and clinical trial registries yielded 759 records (749 from databases and websites and 10 from registries). After removing 372 duplicate records and 12 records excluded for other reasons, 375 records remained for screening. Title and abstract screening excluded 212 records that did not meet the inclusion criteria. Of the 163 records selected for full-text review, 5 could not be retrieved, leaving 158 articles for eligibility assessment. At this stage, 8 articles were excluded due to inconsistent study design, inappropriate study populations, or missing essential data. Ultimately, 150 records (148 journal articles and 2 registry entries) were included in final evidence synthesis. PRISMA: Preferred Reporting Items for Systematic reviews and Meta-Analyses.</p>
        </caption>
        <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="evcna7014.fig.1.jpg" />
      </fig>
      <p>Eligible studies included original research articles, preclinical studies, and clinical investigations that evaluated the therapeutic potential or underlying mechanisms of SC-EVs in neurological contexts. Review articles were also screened to identify additional relevant references. Studies not published in English or lacking sufficient methodological detail were excluded.</p>
      <p>Two independent reviewers screened titles and abstracts for relevance, followed by full-text assessment of eligible articles. Discrepancies were resolved through discussion and consensus. Data extraction focused on study design, source of stem cells, EV isolation methods, experimental models, therapeutic outcomes, and mechanistic findings.</p>
    </sec>
    <sec id="sec3">
      <title>SC-EVS: BIOGENESIS, SECRETION AND CELLULAR SOURCE</title>
      <sec id="sec3-1">
        <title>Overview of SC-EVs</title>
        <p>SC-EVs are nanoscale, membrane-bound vesicles (typically 30-150 nm in diameter) released by cells and involved in intercellular communication<sup>[<xref ref-type="bibr" rid="B13">13</xref>]</sup>. Their biological activity is mediated by cargo that includes proteins, lipids, and nucleic acids<sup>[<xref ref-type="bibr" rid="B14">14</xref>]</sup>. Proteomic analyses have identified enrichment of specific surface receptors, cytoskeletal components, and signaling molecules within these vesicles<sup>[<xref ref-type="bibr" rid="B15">15</xref>]</sup>.</p>
        <p>According to the Minimal Information for Studies of Extracellular Vesicles (MISEV) guidelines<sup>[<xref ref-type="bibr" rid="B16">16</xref>,<xref ref-type="bibr" rid="B17">17</xref>]</sup>, the characterization of SC-EVs requires a multiparametric approach. Morphology and size distribution should be assessed using complementary high-resolution techniques, such as transmission electron microscopy (for morphology) and nanoparticle tracking analysis or tunable resistive pulse sensing (for size distribution and concentration). Quantification should include both total particle number and total protein content, as the particle-to-protein ratio provides an indirect measure of sample purity.</p>
        <p>To confirm vesicle identity, protein profiling should demonstrate the presence of at least one transmembrane or lipid-associated marker (e.g., CD9, CD63, CD81) together with a cytosolic EV-associated protein [e.g., tumor susceptibility gene 101 (TSG101) or ALG-2-interacting protein X (Alix)]. In addition, at least one negative marker (e.g., calnexin for the endoplasmic reticulum or GM130 for the Golgi apparatus) should be evaluated to exclude contamination from intracellular organelles. Screening for common non-vesicular contaminants, including lipoproteins and protein aggregates, is also necessary to ensure that observed functional effects are attributable to EVs. Because no single method can fully define EV identity or purity, the combined use of multiple approaches is recommended<sup>[<xref ref-type="bibr" rid="B17">17</xref>]</sup>.</p>
        <p>In addition to proteins, SC-EVs contain nucleic acids, including messenger ribonucleic acid (mRNA), micro ribonucleic acid (miRNA), and DNA fragments. Among these components, miRNAs are particularly important because they regulate gene expression and mediate intercellular communication. The miRNA composition of SC-EVs varies according to the cellular source, resulting in distinct regulatory profiles<sup>[<xref ref-type="bibr" rid="B17">17</xref>,<xref ref-type="bibr" rid="B18">18</xref>]</sup>. The lipid composition of SC-EVs also contributes to their biological activity. Enrichment of cholesterol, sphingolipids, and phosphatidylserine supports membrane stability and facilitates processes such as membrane fusion and endocytosis. Lipidomic studies further indicate that source-specific lipid profiles influence cargo loading and target cell interactions<sup>[<xref ref-type="bibr" rid="B19">19</xref>-<xref ref-type="bibr" rid="B22">22</xref>]</sup>.</p>
      </sec>
      <sec id="sec3-2">
        <title>Biogenesis and release of SC-EVs</title>
        <p>SC-EVs are formed through the maturation of multivesicular bodies (MVBs). During this process, the endosomal membrane invaginates to encapsulate selected cytosolic components, forming intraluminal vesicles (ILVs). These MVBs subsequently fuse with the plasma membrane, releasing ILVs into the extracellular space as vesicles enriched in tetraspanins such as CD63<sup>[<xref ref-type="bibr" rid="B23">23</xref>]</sup>.</p>
        <p>The sorting and budding of vesicles are primarily regulated by the endosomal sorting complex required for transport (ESCRT) machinery. This system consists of four sub-complexes (ESCRT-0, -I, -II, and -III), which function sequentially to recognize ubiquitinated cargo, induce membrane invagination, and mediate vesicle scission. Accessory proteins such as hepatocyte growth factor-regulated tyrosine kinase substrate (HRS) and TSG101 facilitate cargo clustering, while VPS4 mediates membrane scission and complex disassembly<sup>[<xref ref-type="bibr" rid="B24">24</xref>]</sup>.</p>
        <p>In addition to ESCRT-dependent pathways, SC-EVs can also be generated through ESCRT-independent mechanisms. One major pathway involves ceramide generation by neutral sphingomyelinases, which induces membrane curvature and promotes ILV formation. This process can be inhibited by neutral sphingomyelinase inhibitors such as GW4869. Tetraspanins (such as CD9, CD63, CD81) also contribute to cargo organization through membrane microdomains, independent of ubiquitination. Other proteins, including SIMPLE and Ndfip1, participate in cargo recruitment<sup>[<xref ref-type="bibr" rid="B23">23</xref>]</sup>. The coexistence of multiple biogenesis pathways within a single cell contributes to the heterogeneity of EV subpopulations [<xref ref-type="fig" rid="fig2">Figure 2</xref>].</p>
        <fig id="fig2" position="float">
          <label>Figure 2</label>
          <caption>
            <p>Biogenesis and Release of SC-EVs. This schematic illustrates the cellular pathways involved in the formation, maturation, and secretion of SC-EVs. The upper panel represents the parent stem cell, whereas the lower panel depicts key stages of vesicle biogenesis. The process begins with invagination of the plasma membrane to form early endosomes, which subsequently mature into late endosomes or MVBs. During this process, inward budding of the endosomal membrane encapsulates selected proteins, lipids, and nucleic acids within ILVs. Cargo sorting is regulated by both ESCRT-dependent and ESCRT-independent mechanisms. Upon maturation, MVBs fuse with the plasma membrane, releasing ILVs into the extracellular space as exosomes. In contrast, microvesicles are generated through direct outward budding and fission of the plasma membrane. SC-EVs: Stem cell-derived extracellular vesicles; ESCRT: endosomal sorting complex required for transport; HRS: hepatocyte growth factor-regulated tyrosine kinase substrate; TSG101: tumor susceptibility gene 101; VPS4: vacuolar protein sorting-associated protein 4; ILV: intraluminal vesicle; MVB: multivesicular body; SIMPLE：small integral membrane protein of the endosome; Ndfip1: Nedd4 family interacting protein 1; DNA: deoxyribonucleic acid; RNA: ribonucleic acid.</p>
          </caption>
          <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="evcna7014.fig.2.jpg" />
        </fig>
      </sec>
      <sec id="sec3-3">
        <title>Cellular sources of SC-EVs</title>
        <sec id="sec3-3-1">
          <title>MSCs</title>
          <p>MSCs are among the most extensively studied sources of therapeutic extracellular vesicles. Although MSC-derived EVs express canonical tetraspanins (CD9, CD63, and CD81), their secretomes exhibit substantial heterogeneity<sup>[<xref ref-type="bibr" rid="B25">25</xref>-<xref ref-type="bibr" rid="B29">29</xref>]</sup>, which affects their functional properties, as does methodological variation during isolation<sup>[<xref ref-type="bibr" rid="B30">30</xref>-<xref ref-type="bibr" rid="B32">32</xref>]</sup>.</p>
          <p>Among MSC subtypes, bone marrow-derived MSCs (BMSCs) show strong neuroprotective potential but are limited by invasive harvesting procedures and batch variability<sup>[<xref ref-type="bibr" rid="B15">15</xref>,<xref ref-type="bibr" rid="B33">33</xref>-<xref ref-type="bibr" rid="B37">37</xref>]</sup>. In contrast, umbilical cord-derived MSCs (UCMSCs) provide a scalable and low-immunogenic alternative that is suitable for clinical applications<sup>[<xref ref-type="bibr" rid="B36">36</xref>,<xref ref-type="bibr" rid="B38">38</xref>-<xref ref-type="bibr" rid="B42">42</xref>]</sup>. Adipose-derived MSCs (ADMSCs) offer high yield through minimally invasive collection<sup>[<xref ref-type="bibr" rid="B43">43</xref>-<xref ref-type="bibr" rid="B46">46</xref>]</sup>; however, their isolation requires careful enzymatic processing to avoid altering EV composition<sup>[<xref ref-type="bibr" rid="B15">15</xref>,<xref ref-type="bibr" rid="B47">47</xref>,<xref ref-type="bibr" rid="B48">48</xref>]</sup>.</p>
        </sec>
        <sec id="sec3-3-2">
          <title>Pluripotent stem cells</title>
          <p>Embryonic stem cell-derived EVs (ESC-EVs) contain potent regenerative cargo; however, their clinical use is limited by ethical concerns and the risk of teratoma formation<sup>[<xref ref-type="bibr" rid="B49">49</xref>-<xref ref-type="bibr" rid="B55">55</xref>]</sup>. iPSCs provide a more practical alternative for personalized therapy<sup>[<xref ref-type="bibr" rid="B37">37</xref>,<xref ref-type="bibr" rid="B56">56</xref>]</sup>. iPSC-derived EVs are enriched in developmental miRNAs and regulatory factors that promote angiogenesis and tissue repair. However, because their secretome can be highly dynamic, careful isolation and characterization are required to ensure consistency and reproducibility.</p>
        </sec>
        <sec id="sec3-3-3">
          <title>Neural stem and progenitor cells</title>
          <p>Neural stem/progenitor cells (NSCs/NPCs) produce EVs that are suited for CNS repair<sup>[<xref ref-type="bibr" rid="B57">57</xref>]</sup>. These vesicles are enriched in neural-specific miRNAs and synapse-associated proteins<sup>[<xref ref-type="bibr" rid="B58">58</xref>-<xref ref-type="bibr" rid="B60">60</xref>]</sup>, supporting neuroprotection, anti-inflammatory effects, and axonal regeneration<sup>[<xref ref-type="bibr" rid="B61">61</xref>,<xref ref-type="bibr" rid="B62">62</xref>]</sup>. Large-scale production of NSC-derived EVs often relies on high-throughput methods such as Tangential flow filtration (TFF) for EV concentration; careful validation is required to preserve EV integrity and function.</p>
        </sec>
      </sec>
      <sec id="sec3-4">
        <title>Isolation of SC-EVs</title>
        <p>The isolation of SC-EVs from conditioned media remains a key technical challenge. Consistent with MISEV guidelines, no single method can be considered universally optimal; instead, each approach introduces specific biases that influence the composition of recovered EV populations<sup>[<xref ref-type="bibr" rid="B63">63</xref>-<xref ref-type="bibr" rid="B65">65</xref>]</sup>. Differential ultracentrifugation is widely used but may cause vesicle aggregation and co-isolation of contaminants such as protein complexes and lipoproteins. Size-exclusion chromatography (SEC) improves purity and preserves vesicle integrity; however, it often results in sample dilution and may require additional concentration steps<sup>[<xref ref-type="bibr" rid="B64">64</xref>-<xref ref-type="bibr" rid="B66">66</xref>]</sup>. Density gradient centrifugation, particularly with iodixanol, enables high-resolution separation based on buoyant density and reduces contamination from other similarly sized particles<sup>[<xref ref-type="bibr" rid="B64">64</xref>,<xref ref-type="bibr" rid="B67">67</xref>]</sup>.</p>
        <p>Immunoaffinity capture using antibodies against surface markers (e.g., CD9 or CD63) allows selective enrichment of EV subpopulations but is limited by low throughput and potential interference with surface proteins<sup>[<xref ref-type="bibr" rid="B64">64</xref>,<xref ref-type="bibr" rid="B68">68</xref>]</sup>. Overall, the choice of isolation method influences EV composition and functional outcomes, thus highlighting the need for standardized characterization [<xref ref-type="table" rid="t1">Table 1</xref>].</p>
        <table-wrap id="t1">
          <label>Table 1</label>
          <caption>
            <p>Methodological overview for stem cell-derived extracellular vesicle isolation</p>
          </caption>
          <table frame="hsides" rules="groups">
            <thead>
              <tr>
                <td style="border-bottom:1;">
                  <bold>Method/Technique</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Principle</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Key advantages</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Major limitations</bold>
                </td>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td>Differential ultracentrifugation</td>
                <td>Sequential centrifugation based on size/density sedimentation</td>
                <td>Widely applicable<sup>[<xref ref-type="bibr" rid="B69">69</xref>,<xref ref-type="bibr" rid="B70">70</xref>]</sup></td>
                <td>Time-consuming; requires specialized equipment; Non-specific co-precipitation; vesicle damage/aggregation<sup>[<xref ref-type="bibr" rid="B71">71</xref>-<xref ref-type="bibr" rid="B73">73</xref>]</sup></td>
              </tr>
              <tr>
                <td>Size-exclusion chromatography</td>
                <td>Separation by hydrodynamic volume using a porous column matrix</td>
                <td>High purity; preserves vesicle integrity and function<sup>[<xref ref-type="bibr" rid="B74">74</xref>,<xref ref-type="bibr" rid="B75">75</xref>]</sup></td>
                <td>Moderate throughput; sample dilution<sup>[<xref ref-type="bibr" rid="B17">17</xref>,<xref ref-type="bibr" rid="B76">76</xref>,<xref ref-type="bibr" rid="B77">77</xref>]</sup></td>
              </tr>
              <tr>
                <td>Ultrafiltration</td>
                <td>Size-based separation using membranes with defined molecular weight cut-offs</td>
                <td>Scalable; suitable for processing large volumes<sup>[<xref ref-type="bibr" rid="B78">78</xref>]</sup></td>
                <td>Risk of vesicle deformation or membrane clogging<sup>[<xref ref-type="bibr" rid="B79">79</xref>]</sup></td>
              </tr>
              <tr>
                <td>Density gradient centrifugation</td>
                <td>Separation based on buoyant density within a gradient medium</td>
                <td>High-resolution separation from contaminants of similar sizes<sup>[<xref ref-type="bibr" rid="B64">64</xref>,<xref ref-type="bibr" rid="B67">67</xref>,<xref ref-type="bibr" rid="B80">80</xref>]</sup></td>
                <td>Labor-intensive; requires long centrifugation times<sup>[<xref ref-type="bibr" rid="B81">81</xref>]</sup></td>
              </tr>
              <tr>
                <td>Immunoaffinity capture</td>
                <td>Selective binding using antibodies targeting specific surface markers</td>
                <td>High specificity for distinct subpopulations or sources<sup>[<xref ref-type="bibr" rid="B82">82</xref>]</sup></td>
                <td>High cost; potential for antibody contamination; low throughput<sup>[<xref ref-type="bibr" rid="B64">64</xref>,<xref ref-type="bibr" rid="B68">68</xref>,<xref ref-type="bibr" rid="B79">79</xref>]</sup></td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
    </sec>
    <sec id="sec4">
      <title>PRECLINICAL RESEARCH OF EVS IN NEUROLOGICAL DISORDERS</title>
      <sec id="sec4-1">
        <title>Immunomodulation and anti-neuroinflammation</title>
        <p>The modulation of neuroinflammation is a core mechanism underlying the therapeutic effects of SC-EVs across neurological disorders. These effects involve regulation of glial activation states, suppression of pro-inflammatory mediators, and promotion of immune phenotypes associated with tissue repair.</p>
        <sec id="sec4-1-1">
          <title>Stroke: modulation of microglial dynamics and inflammatory cascades</title>
          <p>In ischemic stroke, SC-EVs deliver molecular cargo that modulates inflammatory cascades and mitigates ischemia-reperfusion (I/R) injury. A key mechanism involves promoting a shift in microglia from a pro-inflammatory (M1-like) state toward a neuroprotective (M2-like) phenotype. For example, BMSC-EVs enriched in the lncRNA zinc finger antisense 1 (ZFAS1) reduce microglial activation by downregulating miR-15a-5p<sup>[<xref ref-type="bibr" rid="B83">83</xref>]</sup>, while other EV populations suppress the NLR family pyrin domain containing 3 (NLRP3) inflammasome to attenuate neuronal pyroptosis<sup>[<xref ref-type="bibr" rid="B84">84</xref>]</sup>. SC-EVs also influence post-transcriptional and post-translational regulation. BMSC-EVs carrying the lncRNA Krüppel-like factor 3 antisense RNA 1 (KLF3-AS1) inhibit sirtuin 1 (Sirt1) ubiquitination via USP22, alleviating I/R-induced injury<sup>[<xref ref-type="bibr" rid="B85">85</xref>]</sup>. In addition, UCMSC-EVs modulate microglial activity through high-mobility group box 1 (HMGB1)-mediated activation of the triggering receptor expressed on myeloid cells 1 (TREM1)-p38 mitogen-activated protein kinase (MAPK) pathway, whereas NSC-EVs deliver miR-125a-5p to inhibit the toll-like receptor 4 (TLR4)/nuclear factor-kappa B (NF-κB) signaling axis<sup>[<xref ref-type="bibr" rid="B86">86</xref>-<xref ref-type="bibr" rid="B88">88</xref>]</sup>. SC-EVs also reduce oxidative stress, for example by targeting the fat mass and obesity-associated protein (FTO)/N6-methyladenosine (m6A)/ dynamin-related protein (Drp1) pathway, which indirectly attenuates inflammation-associated neuronal injury<sup>[<xref ref-type="bibr" rid="B89">89</xref>]</sup>.</p>
        </sec>
        <sec id="sec4-1-2">
          <title>Neurodegenerative diseases: restoration of immune homeostasis and microglial balance</title>
          <p>In Alzheimer’s disease (AD), SC-EVs reduce amyloid-β (Aβ) accumulation and associated glial activation, leading to decreased expression of pro-inflammatory cytokines such as tumor necrosis factor-alpha (TNF-α), interleukin-1 beta (IL-1β), and interleukin-6 (IL-6)<sup>[<xref ref-type="bibr" rid="B90">90</xref>]</sup>. In parallel, they increase brain-derived neurotrophic factor (BDNF) expression<sup>[<xref ref-type="bibr" rid="B91">91</xref>]</sup> and promote a shift in microglial phenotype toward a reparative state. These changes may partially counteract age-associated inflammatory processes<sup>[<xref ref-type="bibr" rid="B92">92</xref>,<xref ref-type="bibr" rid="B93">93</xref>]</sup> and reduce reactive astrogliosis<sup>[<xref ref-type="bibr" rid="B94">94</xref>]</sup>.</p>
          <p>In PD, SC-EVs suppress inflammatory signaling in the substantia nigra, which is important for protecting dopaminergic neurons. Engineered BMSC-EVs (e.g., AK76 or quercetin-loaded EVs) promote M2-like polarization<sup>[<xref ref-type="bibr" rid="B95">95</xref>]</sup>, while Gli1-containing EVs inhibit Sp1-mediated activation of Leucine-rich repeat kinase 2 (LRRK2)<sup>[<xref ref-type="bibr" rid="B96">96</xref>]</sup>. UCMSC-EVs are preferentially internalized by activated microglia in lesion areas, contributing to localized immunomodulation and preservation of neuronal integrity<sup>[<xref ref-type="bibr" rid="B97">97</xref>,<xref ref-type="bibr" rid="B98">98</xref>]</sup>.</p>
        </sec>
        <sec id="sec4-1-3">
          <title>Emerging applications in neuropsychiatric disorders</title>
          <p>In epilepsy, SC-EVs affect the interaction between neuroinflammation and neuronal hyperexcitability. ADMSC-EVs deliver miR-23b-3p to regulate the signal transducer and activator of transcription 1 (STAT1)/Glyoxylate reductase 1 homolog (GLYR1) axis and promote microglial phenotype transition<sup>[<xref ref-type="bibr" rid="B99">99</xref>,<xref ref-type="bibr" rid="B100">100</xref>]</sup>, while UCMSC-EVs activate nuclear factor erythroid 2-related factor 2 (NRF2) signaling to inhibit NLRP3 inflammasome activation<sup>[<xref ref-type="bibr" rid="B101">101</xref>,<xref ref-type="bibr" rid="B102">102</xref>]</sup>. iPSC-EVs also suppress inflammatory signaling via the lncRNA-0949-TLR4/MAPK/NF-κB pathway<sup>[<xref ref-type="bibr" rid="B103">103</xref>]</sup>.</p>
          <p>In psychiatric disorder models, SC-EVs modulate inflammatory balance. In schizophrenia, MSC-EVs reduce pro-inflammatory cytokine expression while increasing IL-10 levels<sup>[<xref ref-type="bibr" rid="B104">104</xref>]</sup>. In depression models, UCMSC-EVs inhibit the myeloid differentiation primary response 88 (MyD88)/tumor necrosis factor receptor-associated factor 6 (TRAF6)/NF-κB pathway via miR-125b-5p, thereby reducing neuroinflammation and synaptic impairment<sup>[<xref ref-type="bibr" rid="B105">105</xref>]</sup>. ADMSC-EVs also activate adenosine monophosphate-activated protein kinase (AMPK)-dependent autophagy and suppress NLRP3 signaling<sup>[<xref ref-type="bibr" rid="B106">106</xref>]</sup>.</p>
        </sec>
        <sec id="sec4-1-4">
          <title>Critical appraisal and translational gaps</title>
          <p>Although SC-EVs consistently attenuate neuroinflammation in preclinical studies, several limitations affect translational interpretation. First, many studies rely on the simplified M1/M2 polarization framework, whereas microglial activation <italic>in vivo</italic> represents a continuous and heterogeneous spectrum, including disease-associated microglia (DAM). Second, experimental models often focus on microglia in isolation, with limited consideration of interactions with astrocytes, endothelial cells, and peripheral immune components. Finally, variability in cytokine measurement and experimental design reduces cross-study comparability and reproducibility.</p>
        </sec>
      </sec>
      <sec id="sec4-2">
        <title>Regulation of oxidative stress and mitochondrial homeostasis</title>
        <p>Oxidative stress and mitochondrial dysfunction are common features of ischemic, neurodegenerative, and psychiatric disorders. SC-EVs reduce lipid peroxidation and support mitochondrial function through delivery of regulatory RNAs and proteins.</p>
        <sec id="sec4-2-1">
          <title>Stroke and PD: targeted modulation of redox status and mitophagy</title>
          <p>In ischemic stroke, SC-EVs stabilize mitochondrial dynamics. For example, BMSC-EVs regulate the Krüppel-like factor 4 (KLF4)-FTO pathway and reduce the m6A modification of Drp1, thereby limiting mitochondrial fragmentation<sup>[<xref ref-type="bibr" rid="B89">89</xref>]</sup>. SC-EVs also reduce reactive oxygen species (ROS) production through mechanisms involving the lncRNA ZFAS1<sup>[<xref ref-type="bibr" rid="B83">83</xref>]</sup> and phosphatidylinositol 3-kinase (PI3K)/protein kinase B (AKT)/mammalian target of rapamycin (mTOR) signaling<sup>[<xref ref-type="bibr" rid="B88">88</xref>]</sup>. In addition, NSC-EVs activate PINK1/Parkin-mediated mitophagy, promoting removal of damaged mitochondria<sup>[<xref ref-type="bibr" rid="B107">107</xref>]</sup>.</p>
          <p>Similar mechanisms are observed in PD models. SC-EVs reduce oxidative stress in the substantia nigra and protect dopaminergic neurons. Both NSC-EVs<sup>[<xref ref-type="bibr" rid="B98">98</xref>]</sup> and engineered BMSC-EVs<sup>[<xref ref-type="bibr" rid="B95">95</xref>]</sup> decrease ROS levels and reduce neuronal loss in toxin-induced models.</p>
        </sec>
        <sec id="sec4-2-2">
          <title>Depression: antioxidant signaling and neuroprotection</title>
          <p>Depression is increasingly associated with chronic oxidative stress and metabolic dysfunction alongside classical neurotransmitter imbalance. In this context, the therapeutic effects of SC-EVs are partly mediated by regulating redox homeostasis. BMSC-EVs increase hippocampal miR-26a levels and reduce oxidative damage markers, including malondialdehyde and nitric oxide<sup>[<xref ref-type="bibr" rid="B108">108</xref>]</sup>. In parallel, SC-EVs modulate downstream signaling pathways such as MAPK and NF-κB, thereby reducing apoptosis and supporting synaptic function<sup>[<xref ref-type="bibr" rid="B109">109</xref>]</sup>. These findings suggest that regulation of mitochondrial function and oxidative stress contributes to the neuroprotective effects of SC-EVs in depression models.</p>
        </sec>
        <sec id="sec4-2-3">
          <title>Critical appraisal and translational gaps</title>
          <p>Despite consistent antioxidant effects in preclinical studies, several limitations remain. Most experimental models rely on acute oxidative stress paradigms that fail to reflect the chronic and progressive nature of mitochondrial dysfunction in human disease. In addition, the transient nature of ROS, together with variability in detection methods, complicates cross-study comparisons. The limited availability of <italic>in vivo</italic> tracking approaches makes it difficult to determine whether administered SC-EVs effectively reach target cells and interact with mitochondrial pathways.</p>
        </sec>
      </sec>
      <sec id="sec4-3">
        <title>Neuronal protection and anti-apoptotic signaling</title>
        <p>Programmed cell death is a common feature of both acute brain injury and chronic neurodegeneration. SC-EVs exert neuroprotective effects by modulating apoptotic pathways, reducing excitotoxicity, and preserving neuronal structure and function.</p>
        <sec id="sec4-3-1">
          <title>Stroke and AD: suppression of cell death pathways</title>
          <p>In ischemic stroke, SC-EVs influence multiple forms of cell death. ADMSC-EVs deliver miR-25-3p to hypoxic neurons, suppressing p53 and the B-cell lymphoma 2 (BCL2)-interacting protein 3, thereby restoring autophagic balance and reducing apoptosis<sup>[<xref ref-type="bibr" rid="B110">110</xref>]</sup>. They also inhibit ferroptosis by targeting CHAC1 via miR-760-3p<sup>[<xref ref-type="bibr" rid="B111">111</xref>]</sup>. In addition, UCMSC-EVs regulate PI3K/AKT and MAPK signaling, decreasing pro-apoptotic factors (Bax, Caspase-3) while increasing anti-apoptotic Bcl-2 expression<sup>[<xref ref-type="bibr" rid="B112">112</xref>]</sup>.</p>
          <p>In AD models, SC-EVs reduce amyloid-associated neurotoxicity and support neuronal survival. BMSC-EVs increase expression of neuronal and neurogenic markers [neuronal nuclei (NeuN), NeuroD1, BDNF]<sup>[<xref ref-type="bibr" rid="B91">91</xref>,<xref ref-type="bibr" rid="B113">113</xref>,<xref ref-type="bibr" rid="B114">114</xref>]</sup>, while UCMSC-EVs reduce Aβ burden and partially restore synaptic gene expression<sup>[<xref ref-type="bibr" rid="B115">115</xref>]</sup>. NSC-EVs also activate Sirt1 signaling to support mitochondrial function under amyloid stress<sup>[<xref ref-type="bibr" rid="B94">94</xref>]</sup>.</p>
        </sec>
        <sec id="sec4-3-2">
          <title>PD, epilepsy, and schizophrenia: targeted neuroprotection</title>
          <p>In PD models, SC-EVs protect dopaminergic neurons through metabolic and autophagy-related mechanisms. Engineered BMSC-EVs (AK76 and quercetin) promote autophagy<sup>[<xref ref-type="bibr" rid="B95">95</xref>]</sup>, while EV-associated tumor necrosis factor stimulated gene 6 protein (TSG 6) reduces 1-methyl-4-phenylpyridinium toxicity via the STAT3/miR-7/neural precursor cell expressed developmentally down regulated protein 4 (NEDD4) pathway<sup>[<xref ref-type="bibr" rid="B116">116</xref>]</sup>. In epilepsy, EV-delivered circRNA hsa_circ_0000288 regulates cell cycle associated protein 1 (CAPRIN1)/glutamate receptor ionotropic NMDA subunit 3B (NR3B) signaling, reducing hippocampal damage<sup>[<xref ref-type="bibr" rid="B117">117</xref>]</sup>. ADMSC-EVs also inhibit NLRP3-mediated pyroptosis<sup>[<xref ref-type="bibr" rid="B118">118</xref>]</sup>. In schizophrenia models, MSC-EVs protect parvalbumin-positive interneurons and help maintain inhibitory circuit stability<sup>[<xref ref-type="bibr" rid="B119">119</xref>]</sup>.</p>
        </sec>
        <sec id="sec4-3-3">
          <title>Critical appraisal and translational gaps</title>
          <p>Although SC-EVs reduce markers of apoptosis in preclinical studies, important limitations remain. Most models are based on acute injury paradigms that do not reflect the gradual and region-specific neuronal loss observed in human disease. In addition, many studies rely on short-term or static apoptosis markers, which may not predict long-term neuronal survival or functional integration. Therefore, it remains unclear whether these short-term protective effects translate into sustained functional recovery.</p>
        </sec>
      </sec>
      <sec id="sec4-4">
        <title>Regulation of neurogenesis and synaptic plasticity</title>
        <p>Impaired neurogenesis and synaptic dysfunction contribute to the progression of multiple neurological disorders. SC-EVs have been reported to promote neural progenitor proliferation, synaptic repair, and plasticity.</p>
        <sec id="sec4-4-1">
          <title>Schizophrenia and depression: neurogenesis and synaptic repair</title>
          <p>In schizophrenia, MSC-EVs increase the number of doublecortin-positive cells in the hippocampus, suggesting reactivation of neurogenic pathways, potentially through restoration of BDNF signaling. They also upregulate the postsynaptic density protein 95 (PSD-95) and tyrosine hydroxylase, contributing to the stabilization of synaptic structure and dopaminergic neurotransmission<sup>[<xref ref-type="bibr" rid="B104">104</xref>]</sup>. Similar effects have been reported in depressive disorders. BMSC-EVs activate the BDNF/GDNF signaling axis and promote neuronal proliferation in the dentate gyrus (DG)<sup>[<xref ref-type="bibr" rid="B120">120</xref>]</sup>. NSC-EVs, particularly when combined with electroacupuncture, enhance synaptic protein expression, including PSD-95, synaptophysin (SYN), and growth-associated protein 43, thereby facilitating synaptic remodeling<sup>[<xref ref-type="bibr" rid="B121">121</xref>]</sup>. In addition, ADMSC-EVs inhibit Galectin-3-mediated microglial synaptic pruning, which may help preserve synaptic connectivity in the prefrontal cortex<sup>[<xref ref-type="bibr" rid="B122">122</xref>]</sup>.</p>
        </sec>
        <sec id="sec4-4-2">
          <title>AD and stroke: restoration of plasticity and network connectivity</title>
          <p>In both neurodegenerative and ischemic conditions, SC-EVs contribute to the restoration of neural network integrity. In AD, NSC-EVs and UCMSC-EVs have been shown to partially normalize the expression of genes involved in synaptic plasticity<sup>[<xref ref-type="bibr" rid="B94">94</xref>,<xref ref-type="bibr" rid="B115">115</xref>]</sup>, which correlates with improved cognitive performance in amyloid precursor protein (APP)/presenilin 1 (PS1) models.</p>
          <p>In stroke, SC-EVs support both neurogenesis and structural remodeling in peri-infarct regions. ADMSC-EVs engineered with PD-L1 and hepatocyte growth factor activate the STAT3/forkhead box O3 (FOXO3) pathway and promote neurogenesis<sup>[<xref ref-type="bibr" rid="B123">123</xref>]</sup>. In parallel, NSC-EVs enhance axonal structure and facilitate synaptic reconnection in the ischemic penumbra, contributing to functional recovery<sup>[<xref ref-type="bibr" rid="B88">88</xref>,<xref ref-type="bibr" rid="B107">107</xref>]</sup>. These effects are particularly relevant given that post-stroke recovery largely depends on the plasticity of surviving neural tissue.</p>
        </sec>
        <sec id="sec4-4-3">
          <title>Critical appraisal and translational gaps</title>
          <p>Although SC-EVs promote neurogenesis and synaptic remodeling in preclinical models, significant translational challenges remain. Species differences in adult neurogenesis limit direct extrapolation to humans. In addition, it remains unclear whether EV-induced neurons and newly formed synapses can achieve stable, long-term functional integration within existing neural circuits <italic>in vivo</italic>.</p>
        </sec>
      </sec>
      <sec id="sec4-5">
        <title>Angiogenesis and BBB integrity</title>
        <p>Vascular dysfunction and BBB disruption are key features of both acute ischemic injury and chronic neurodegeneration. Rather than acting solely on neurons, SC-EVs also influence the neurovascular unit by promoting angiogenesis and stabilizing BBB structure.</p>
        <sec id="sec4-5-1">
          <title>Stroke: revascularization and barrier defense</title>
          <p>In ischemic stroke, therapeutic strategies must balance reperfusion with the risk of secondary injury caused by BBB disruption. SC-EVs contribute to both processes. BMSC-EVs, particularly under hypoxic preconditioning, carry pro-angiogenic microRNAs such as miR-126-3p and miR-140-5p, which enhance endothelial cell migration and tube formation<sup>[<xref ref-type="bibr" rid="B124">124</xref>]</sup>. This response is further supported by increased expression of angiogenic factors, including vascular endothelial growth factor (VEGF), vascular endothelial growth factor receptor 2 (VEGFR2), angiopoietin-1 (Ang-1), tyrosine kinase with immunoglobulin and epidermal growth factor homology domains 2 (Tie-2)<sup>[<xref ref-type="bibr" rid="B125">125</xref>]</sup>.</p>
          <p>In addition, SC-EVs help maintain BBB integrity. BMSC-EVs inhibit Caveolin-1-mediated internalization of tight junction proteins such as zonula occludens-1 (ZO-1) and claudin-5, thereby preserving endothelial barrier structure<sup>[<xref ref-type="bibr" rid="B126">126</xref>]</sup>. They also improve endothelial cell survival under hypoxic conditions through activation of PI3K/AKT and MAPK signaling pathways<sup>[<xref ref-type="bibr" rid="B122">122</xref>]</sup>.</p>
        </sec>
        <sec id="sec4-5-2">
          <title>AD: BBB repair and therapeutic delivery</title>
          <p>In AD, BBB disruption contributes to disease progression by allowing peripheral inflammatory factors to enter the CNS. SC-EVs can mitigate this process. NSC-EVs have been reported to reduce BBB permeability and partially restore barrier function<sup>[<xref ref-type="bibr" rid="B127">127</xref>]</sup>. UCMSC-EVs suppress the TLR4/NF-κB signaling pathway via miR-125b-5p and provide vascular protection<sup>[<xref ref-type="bibr" rid="B128">128</xref>]</sup>.</p>
        </sec>
        <sec id="sec4-5-3">
          <title>Critical appraisal and translational gaps</title>
          <p>Although SC-EVs show vascular protective effects in preclinical studies, current models often rely on acute injury paradigms and simplified leakage assays. These approaches do not fully capture the complexity of chronic human vascular dysfunction. In particular, it remains uncertain whether SC-EVs can restore long-term neurovascular coupling and physiological transport across the BBB.</p>
        </sec>
      </sec>
      <sec id="sec4-6">
        <title>Regulation of pathological protein aggregation</title>
        <p>The accumulation and propagation of misfolded proteins, including Aβ in AD and α-synuclein (α-Syn) in PD, are central to neurodegeneration. SC-EVs influence protein homeostasis through multiple mechanisms, including reducing protein production, enhancing degradation, and promoting clearance.</p>
        <sec id="sec4-6-1">
          <title>AD: clearance of Aβ via enzymatic degradation and phagocytosis</title>
          <p>In AD, SC-EVs modulate several steps of the amyloid cascade. BMSC-EVs deliver miR-29c-3p, which suppresses β-secretase 1 (BACE1) and reduces the amyloidogenic APP processing<sup>[<xref ref-type="bibr" rid="B129">129</xref>]</sup>. They also promote Aβ clearance by activating the sphingosine kinase (SphK)/sphingosine-1-phosphate (S1P) pathway<sup>[<xref ref-type="bibr" rid="B114">114</xref>]</sup> and increasing the expression of amyloid-degrading enzymes such as neprilysin (NEP) and insulin-degrading enzyme (IDE)<sup>[<xref ref-type="bibr" rid="B113">113</xref>,<xref ref-type="bibr" rid="B130">130</xref>]</sup>. In addition, UCMSC-EVs enhance microglial phagocytosis of Aβ deposits, contributing to reduced plaque burden<sup>[<xref ref-type="bibr" rid="B92">92</xref>,<xref ref-type="bibr" rid="B115">115</xref>,<xref ref-type="bibr" rid="B131">131</xref>]</sup>.</p>
        </sec>
        <sec id="sec4-6-2">
          <title>PD: attenuation of α-Syn aggregation and toxicity</title>
          <p>In PD, SC-EVs reduce α-Syn accumulation and associated toxicity. Neural-differentiated ADMSC-EVs decrease intracellular α-Syn levels and may limit downstream neuroinflammatory responses<sup>[<xref ref-type="bibr" rid="B132">132</xref>]</sup>. NSC-EVs similarly reduce α-Syn burden in PD models<sup>[<xref ref-type="bibr" rid="B133">133</xref>]</sup>. These effects may alleviate lysosomal stress and help preserve dopaminergic neuron function.</p>
        </sec>
        <sec id="sec4-6-3">
          <title>Critical appraisal and translational gaps</title>
          <p>Despite promising findings, current models often rely on artificial overexpression of mutant proteins, which does not fully reflect human disease progression. In addition, many studies focus on end-stage plaque measurements rather than dynamic processes such as oligomer formation and propagation. Therefore, it remains unclear whether SC-EVs can effectively halt long-term protein aggregation and disease progression <italic>in vivo</italic>.</p>
        </sec>
      </sec>
      <sec id="sec4-7">
        <title>Summary of therapeutic mechanisms: the pleiotropic synergy of SC-EVs</title>
        <p>SC-EVs exert therapeutic effects through multiple coordinated mechanisms rather than a single target pathway. They deliver a combination of regulatory RNAs and proteins that influence inflammation, apoptosis, oxidative stress, synaptic function, and vascular integrity [<xref ref-type="fig" rid="fig3">Figure 3</xref>].</p>
        <fig id="fig3" position="float">
          <label>Figure 3</label>
          <caption>
            <p>Integrated therapeutic mechanisms of SC-EVs in neurological disorders. This schematic illustrates six major functional pathways: (1) Regulation of Pathological Protein Aggregation to restore proteostasis in AD and PD; (2) Immunomodulation and Anti-Neuroinflammation alongside (3) Neuronal Protection and Anti-Apoptosis, which collectively provide broad cellular defense across acute injuries (stroke), chronic neurodegeneration (AD, PD), and psychiatric/seizure disorders (epilepsy, schizophrenia); (4) Anti-Oxidative Stress responses to restore intracellular redox balance in stroke, PD, and depression; (5) Neuroplasticity enhancement to rebuild synaptic circuitry; and (6) Angiogenesis and BBB Protection to repair the neurovascular unit in stroke and AD. SC-EVs: Stem cell-derived extracellular vesicles; AD: Alzheimer’s disease; PD: Parkinson’s disease; BBB: blood-brain barrier.</p>
          </caption>
          <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="evcna7014.fig.3.jpg" />
        </fig>
        <p>Unlike conventional pharmacological agents, EVs represent a cell-free system that retains key functional properties of stem cells while reducing safety concerns associated with cell transplantation. The molecular mediators underlying these effects are summarized in <xref ref-type="table" rid="t2">Table 2</xref>.</p>
        <table-wrap id="t2">
          <label>Table 2</label>
          <caption>
            <p>Summary of SC-EV therapeutic mechanisms and targets in neurological disorders</p>
          </caption>
          <table frame="hsides" rules="groups">
            <thead>
              <tr>
                <td style="border-bottom:1;">
                  <bold>Therapeutic mechanism</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Cellular origin of SC-EVs</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Key cargo</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Target/Pathway</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Disease type</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Ref.</bold>
                </td>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td rowspan="5">Immunomodulation and anti-neuroinflammation</td>
                <td>BMSC</td>
                <td>lncRNA ZFAS1</td>
                <td>miR-15a-5p</td>
                <td>Stroke</td>
                <td>[<xref ref-type="bibr" rid="B83">83</xref>]</td>
              </tr>
              <tr>
                <td>BMSC</td>
                <td>Data unavailable</td>
                <td>NLRP3</td>
                <td>Stroke</td>
                <td>[<xref ref-type="bibr" rid="B84">84</xref>]</td>
              </tr>
              <tr>
                <td>UCMSC</td>
                <td>Data unavailable</td>
                <td>MyD88/TRAF6/NF-κB</td>
                <td>Depression</td>
                <td>[<xref ref-type="bibr" rid="B105">105</xref>]</td>
              </tr>
              <tr>
                <td>ADMSC</td>
                <td>Data unavailable</td>
                <td>AMPK-mTOR</td>
                <td>Depression</td>
                <td>[<xref ref-type="bibr" rid="B106">106</xref>]</td>
              </tr>
              <tr>
                <td>UCMSC</td>
                <td>Data unavailable</td>
                <td>NRF2</td>
                <td>AD</td>
                <td>[<xref ref-type="bibr" rid="B134">134</xref>]</td>
              </tr>
              <tr>
                <td rowspan="4">Oxidative stress regulation</td>
                <td>NSC</td>
                <td>Data unavailable</td>
                <td>PINK1/Parkin</td>
                <td>Stroke</td>
                <td>[<xref ref-type="bibr" rid="B107">107</xref>]</td>
              </tr>
              <tr>
                <td>ADMSC</td>
                <td>miR-23b-3p</td>
                <td>STAT1/GlyR1</td>
                <td>Epilepsy</td>
                <td>[<xref ref-type="bibr" rid="B99">99</xref>]</td>
              </tr>
              <tr>
                <td>BMSC</td>
                <td>miR-146a-5p</td>
                <td>TRAF6</td>
                <td>Epilepsy</td>
                <td>[<xref ref-type="bibr" rid="B135">135</xref>]</td>
              </tr>
              <tr>
                <td>UCMSC</td>
                <td>NRF2, NLRP3</td>
                <td>NRF2/NF-κB/NLRP3</td>
                <td>Epilepsy</td>
                <td>[<xref ref-type="bibr" rid="B101">101</xref>]</td>
              </tr>
              <tr>
                <td rowspan="6">Neuronal protection</td>
                <td>BMSC</td>
                <td>lncRNA KLF3-AS1</td>
                <td>miR-206/USP22</td>
                <td>Stroke</td>
                <td>[<xref ref-type="bibr" rid="B85">85</xref>]</td>
              </tr>
              <tr>
                <td>UCMSC</td>
                <td>TSG-6</td>
                <td>STAT3-miR-7-NEDD4</td>
                <td>PD</td>
                <td>[<xref ref-type="bibr" rid="B116">116</xref>]</td>
              </tr>
              <tr>
                <td>BMSC</td>
                <td>Data unavailable</td>
                <td>FTO siRNA; ATM mRNA</td>
                <td>PD</td>
                <td>[<xref ref-type="bibr" rid="B136">136</xref>]</td>
              </tr>
              <tr>
                <td>BMSC</td>
                <td>Data unavailable</td>
                <td>miR-26a</td>
                <td>Depression</td>
                <td>[<xref ref-type="bibr" rid="B108">108</xref>]</td>
              </tr>
              <tr>
                <td>BMSC</td>
                <td>Data unavailable</td>
                <td>BDNF</td>
                <td>AD</td>
                <td>[<xref ref-type="bibr" rid="B91">91</xref>]</td>
              </tr>
              <tr>
                <td>MSC</td>
                <td>Data unavailable</td>
                <td>BDNF</td>
                <td>Schizophrenia</td>
                <td>[<xref ref-type="bibr" rid="B104">104</xref>]</td>
              </tr>
              <tr>
                <td rowspan="2">Neurogenesis promotion</td>
                <td>BMSC</td>
                <td>Data unavailable</td>
                <td>miR-21-5p</td>
                <td>Stroke</td>
                <td>[<xref ref-type="bibr" rid="B125">125</xref>]</td>
              </tr>
              <tr>
                <td>UCMSC</td>
                <td>Data unavailable</td>
                <td>BDNF</td>
                <td>Depression</td>
                <td>[<xref ref-type="bibr" rid="B137">137</xref>]</td>
              </tr>
              <tr>
                <td rowspan="2">Synaptogenesis and neuroplasticity regulation</td>
                <td>ADMSC</td>
                <td>Data unavailable</td>
                <td>Galectin-3</td>
                <td>Depression</td>
                <td>[<xref ref-type="bibr" rid="B122">122</xref>]</td>
              </tr>
              <tr>
                <td>BMSC</td>
                <td>circRNA hsa_circ_0000288</td>
                <td>Caprin1</td>
                <td>Epilepsy</td>
                <td>[<xref ref-type="bibr" rid="B117">117</xref>]</td>
              </tr>
              <tr>
                <td>Angiogenesis promotion</td>
                <td>BMSC</td>
                <td>Data unavailable</td>
                <td>miR-126-3p; miR-140-5p; let-7c-5p</td>
                <td>Stroke</td>
                <td>[<xref ref-type="bibr" rid="B124">124</xref>]</td>
              </tr>
              <tr>
                <td rowspan="4">Abnormal protein aggregation regulation</td>
                <td>BMSC</td>
                <td>Data unavailable</td>
                <td>miR-29c-3p/BACE1; Wnt/β-catenin</td>
                <td>AD </td>
                <td>[<xref ref-type="bibr" rid="B129">129</xref>]</td>
              </tr>
              <tr>
                <td>UCMSC</td>
                <td>Data unavailable</td>
                <td>NEP; miR-211-5p</td>
                <td>AD</td>
                <td>[<xref ref-type="bibr" rid="B131">131</xref>]</td>
              </tr>
              <tr>
                <td>BMSC</td>
                <td>Data unavailable</td>
                <td>IDE</td>
                <td>AD</td>
                <td>[<xref ref-type="bibr" rid="B113">113</xref>]</td>
              </tr>
              <tr>
                <td>BMSC</td>
                <td>Data unavailable</td>
                <td>SphK/S1P</td>
                <td>AD</td>
                <td>[<xref ref-type="bibr" rid="B114">114</xref>]</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn>
              <p>SC-EVs: Stem cell-derived extracellular vesicles; BMSC: bone marrow-derived mesenchymal stem cell; UCMSC: umbilical cord-derived mesenchymal stem cell; ADMSC: adipose-derived mesenchymal stem cell; MSC: mesenchymal stem cell; NSC: neural stem cell; lncRNA: long non-coding RNA; ZFAS1: zinc finger antisense 1; miR: microRNA; NLRP3: NOD-like receptor family pyrin domain containing 3; MyD88: myeloid differentiation primary response 88; TRAF6: TNF receptor-associated factor 6; NF-κB: nuclear factor kappa B; AMPK: AMP-activated protein kinase; mTOR: mechanistic target of rapamycin; AD: Alzheimer’s disease; PINK1: PTEN-induced kinase 1; GlyR1: glycine receptor 1; STAT1: signal transducer and activator of transcription 1; NRF2: nuclear factor erythroid 2-related factor 2; KLF3-AS1: KLF3 antisense RNA 1; USP22: ubiquitin-specific peptidase 22; TSG-6: TNF-stimulated gene 6; STAT3: signal transducer and activator of transcription 3; NEDD4: neural precursor cell expressed developmentally down-regulated protein 4; PD: Parkinson’s disease; FTO: fat mass and obesity-associated protein; siRNA: small interfering RNA; ATM: ataxia telangiectasia mutated; mRNA: messenger RNA; BDNF: brain-derived neurotrophic factor; circRNA: circular RNA; Caprin1: cell cycle-associated protein 1; BACE1: β-site amyloid precursor protein cleaving enzyme 1; NEP: neprilysin; IDE: insulin-degrading enzyme; SphK: sphingosine kinase; S1P: sphingosine-1-phosphate.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
      <sec id="sec4-8">
        <title>Clinical translation of EV therapy in neurological disorders</title>
        <p>SC-EVs have attracted increasing attention in clinical research. Although preclinical studies provide substantial mechanistic evidence, clinical translation remains at an early stage. Most trials are ongoing, and only a limited number have reported completed outcomes<sup>[<xref ref-type="bibr" rid="B138">138</xref>]</sup> [<xref ref-type="table" rid="t3">Table 3</xref>].</p>
        <table-wrap id="t3">
          <label>Table 3</label>
          <caption>
            <p>Overview of clinical trials involving SC-EVs for neurological disorders</p>
          </caption>
          <table frame="hsides" rules="groups" pdfpage="14">
            <thead>
              <tr>
                <td style="border-bottom:1;">
                  <bold>Disease/Condition</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>NCT Number</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Sample size</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Cellular origin of SC-EVs</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Dosing regimen</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Phase</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Endpoints</bold>
                </td>
                <td style="border-bottom:1;">
                  <bold>Reported outcomes/Notes</bold>
                </td>
              </tr>
            </thead>
            <tbody>
              <tr>
                <td rowspan="2">Ischemic stroke</td>
                <td>NCT06612710</td>
                <td>69</td>
                <td>Human-induced neural stem cells</td>
                <td>Patients received intravenous injection of EVs at a dosage of 4 × 10<sup>9</sup> particles/kg once daily for 7 days</td>
                <td>Phase 1</td>
                <td>Assess the safety; MRI; Scale scores</td>
                <td>Data unavailable</td>
              </tr>
              <tr>
                <td>NCT07232563</td>
                <td>9</td>
                <td>hUC-MSCs</td>
                <td>Patients received hUC-MSC-sEV-001 via intranasal instillation at a dosage of 1 × 10<sup>11</sup> particles per administration. The treatment was initiated on the day of enrollment and continued daily for 4 days</td>
                <td>Phase 1</td>
                <td>Dose-Limiting Toxicity; Adverse events; Scale scores</td>
                <td>Data unavailable</td>
              </tr>
              <tr>
                <td rowspan="2">Acute ischemic stroke</td>
                <td>NCT06995625</td>
                <td>18</td>
                <td>Wharton’s Jelly MSCs</td>
                <td>EVs were administered once daily for 5 days. There were three cohorts, each with 3 to 6 participants, who received escalating doses: 4.8 × 10<sup>10</sup>, 9.6 × 10<sup>10</sup>, and 19.2 × 10<sup>10</sup> particles, respectively</td>
                <td>Phase 1</td>
                <td>Assess the safety; Maximum tolerated dose; Assess the efficacy</td>
                <td>Evidence from non-human primate models underscored the potential for functional neurological restoration</td>
              </tr>
              <tr>
                <td>NCT07145294</td>
                <td>40</td>
                <td>iPSCs</td>
                <td>EVs (2 mL, 2 × 10<sup>10</sup> particles/mL) were administered intranasally twice weekly for 12 weeks, in combination with standard-of-care treatment for cerebrovascular disease</td>
                <td>Phase 2</td>
                <td>Scale scores; Inflammatory indicators; Blood-brain barrier disruption indicators; Neuronal damage indicators</td>
                <td>Data unavailable</td>
              </tr>
              <tr>
                <td>AD</td>
                <td>NCT04388982</td>
                <td>9</td>
                <td>Allogeneic adipose MSCs</td>
                <td>Participants were assigned to three dosage groups: low-dose (5 μg), medium-dose (10 μg), and high-dose (20 μg). All groups received intranasal instillations (1 mL) twice weekly for 12 weeks</td>
                <td>Phase 2</td>
                <td>Assess the safety; Cognitive function; Quality of life evaluation; MRI Neuroimaging; Changes of AD biomarkers</td>
                <td>The treatment was found to be safe and well-tolerated. Notably, the medium-dose group showed potential cognitive improvements and reduced hippocampal volume loss</td>
              </tr>
              <tr>
                <td>PD</td>
                <td>NCT05152394</td>
                <td>20</td>
                <td>Allogeneic adult umbilical cord MSCs</td>
                <td>Participants received two doses of EVs via intranasal instillation on consecutive days. Each dose consisted of 4 mL of solution containing approximately 8 × 10<sup>11</sup> exosomes</td>
                <td>Phase 1</td>
                <td>Assess the safety</td>
                <td>Data unavailable</td>
              </tr>
              <tr>
                <td>Refractory focal epilepsy</td>
                <td>NCT05886205</td>
                <td>34</td>
                <td>iPSCs</td>
                <td>Participants were assigned to four cohorts: a low-dose group (2 μg, <italic>n</italic> = 8), a mid-dose group (6 μg, <italic>n</italic> = 8), a high-dose group (18 μg, <italic>n</italic> = 8), and a dose-expansion group (<italic>n</italic> = 10). All participants received iPSC-Exos (200 μL) via nasal drip twice daily for 12 weeks</td>
                <td>Early phase 1</td>
                <td>Assess the safety; Seizure frequency</td>
                <td>Data unavailable</td>
              </tr>
              <tr>
                <td>Neurodegenerative diseases</td>
                <td>NCT06607900</td>
                <td>120</td>
                <td>Human umbilical cord MSCs</td>
                <td>Intranasal administration</td>
                <td>Phase 1</td>
                <td>Scale scores</td>
                <td>Data unavailable</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn>
              <p>EV characterization and QC data are excluded from this table as they are not routinely reported in clinical trial registries prior to formal publication. SC-EVs: Stem cell-derived extracellular vesicles; NCT: National Clinical Trial; hUC-MSCs: human umbilical cord mesenchymal stem cells; MSC: mesenchymal stem cell; sEV: small extracellular vesicle; EV: extracellular vesicle; iPSC: induced pluripotent stem cell; AD: Alzheimer’s disease; PD: Parkinson’s disease; MRI: magnetic resonance imaging.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
        <p>A completed clinical trial (NCT04388982) evaluated intranasal administration of allogeneic adipose-derived MSC-EVs (ahaMSC-EVs) in patients with mild-to-moderate AD. Participants received treatment twice weekly for 12 weeks across three dose groups. The intranasal route is of particular interest because it enables delivery to the CNS via olfactory and trigeminal pathways, thereby bypassing the BBB. The study demonstrated that repeated administration of ahaMSC-EVs was safe and well tolerated. The medium-dose group showed greater improvement in cognitive function and reduced hippocampal atrophy compared with the other groups<sup>[<xref ref-type="bibr" rid="B139">139</xref>]</sup>. These findings suggest that EV efficacy may not increase linearly with dose, and they highlight the need for optimized dosing strategies and pharmacokinetic characterization in future studies.</p>
      </sec>
      <sec id="sec4-9">
        <title>Challenges and bottlenecks in clinical translation</title>
        <p>Despite the recognized advantages of SC-EVs, including low immunogenicity and the ability to cross the BBB, their clinical translation remains limited by several challenges. These include technical constraints in production, regulatory complexity, and economic considerations.</p>
      </sec>
      <sec id="sec4-10">
        <title>Production standardization and scalability</title>
        <p>A major barrier to clinical application is the lack of standardized Good Manufacturing Practice (GMP)-compliant protocols for EV production and characterization. EVs are highly sensitive to the cellular microenvironment; therefore, variations in stem cell source, passage number, and culture conditions (e.g., bioreactor shear stress) can alter EV composition and subpopulation profiles. This variability contributes to inconsistencies in bioactive cargo, including miRNAs and proteins, and compromises reproducibility across batches. In addition, despite the development of MISEV guidelines, standardized and high-throughput methods for particle quantification and surface marker characterization (e.g., CD63, CD81) are still lacking, which further limits comparability between studies<sup>[<xref ref-type="bibr" rid="B17">17</xref>,<xref ref-type="bibr" rid="B140">140</xref>]</sup>.</p>
      </sec>
      <sec id="sec4-11">
        <title>Dosage optimization and efficacy validation</title>
        <p>Defining the clinically relevant dosing strategy remains a key pharmacokinetic challenge. Current preclinical studies use heterogeneous dosing regimens, and EVs do not follow conventional small-molecule pharmacokinetics. As a result, dose extrapolation from animal models to humans using standard allometric scaling is unreliable. Moreover, most clinical studies remain exploratory, with limited sample sizes, heterogeneous endpoints, and insufficient long-term follow-up, making it difficult to assess the sustained therapeutic effects<sup>[<xref ref-type="bibr" rid="B141">141</xref>,<xref ref-type="bibr" rid="B142">142</xref>]</sup>.</p>
      </sec>
      <sec id="sec4-12">
        <title>Long-term safety and pharmacokinetics</title>
        <p>Long-term biodistribution and safety data for SC-EVs remain limited. Although EVs are thought to preferentially accumulate at sites of injury or inflammation, systemically administered EVs are rapidly cleared by the mononuclear phagocyte system. A substantial proportion accumulates in off-target organs, particularly the liver and spleen. The long-term consequences of this peripheral accumulation, as well as the potential for immune responses following repeated administration, have not yet been fully characterized and require further investigation<sup>[<xref ref-type="bibr" rid="B143">143</xref>-<xref ref-type="bibr" rid="B145">145</xref>]</sup>.</p>
      </sec>
      <sec id="sec4-13">
        <title>Regulatory and economic constraints</title>
        <p>The regulatory framework for EV-based therapies is still evolving and varies across regions. Differences in classification criteria between agencies such as the US FDA and the European Medicines Agency (EMA) can lead to divergent approval pathways, particularly for engineered or modified EV products<sup>[<xref ref-type="bibr" rid="B146">146</xref>,<xref ref-type="bibr" rid="B147">147</xref>]</sup>. In addition, production costs remain high due to the need for controlled cell culture systems, advanced purification technologies, and comprehensive quality control. Current estimates suggest that EV-based therapies are substantially more expensive than conventional pharmaceuticals<sup>[<xref ref-type="bibr" rid="B148">148</xref>,<xref ref-type="bibr" rid="B149">149</xref>]</sup>. However, comprehensive health economic evaluations are still lacking.</p>
        <p>These challenges are interrelated and will require coordinated efforts to address. Advances in scalable production technologies, improved standardization, and greater regulatory alignment are needed. Ultimately, well-designed, large-scale clinical trials will be necessary to establish the safety and efficacy of SC-EV-based therapies.</p>
      </sec>
    </sec>
    <sec id="sec5">
      <title>CONCLUSION</title>
      <p>SC-EVs represent a promising approach for the treatment of neurological disorders, owing to their ability to cross the BBB, deliver bioactive cargo, and modulate multiple pathological pathways. Future research should prioritize improving targeting efficiency, optimizing cargo loading, and evaluating combination approaches with existing therapies. EV-associated molecules may also serve as valuable biomarkers for disease monitoring and treatment response<sup>[<xref ref-type="bibr" rid="B150">150</xref>]</sup>. To support clinical translation, standard manufacturing protocols, well-defined dosing strategies, and reliable delivery systems must be established. Addressing these issues will be essential for moving SC-EVs-based therapies from experimental models toward clinical application.</p>
    </sec>
  </body>
  <back>
    <sec>
      <title>DECLARATIONS</title>
      <sec>
        <title>Authors’ contributions</title>
        <p>Made substantial contributions to conception and review &amp; editing and design of the study: Ma C, Sun C</p>
        <p>Performed original draft, investigation, software and data curation: Fan H, Wang S</p>
        <p>Performed original draft and data curation: Li Z, Yu T</p>
      </sec>
      <sec>
        <title>Availability of data and materials</title>
        <p>Not applicable.</p>
      </sec>
      <sec>
        <title>AI and AI-assisted tools statement</title>
        <p>Not applicable.</p>
      </sec>
      <sec>
        <title>Financial support and sponsorship</title>
        <p>This work was supported partly by grants from the National Natural Science Foundation of China (32260194 and 32560199), the Natural Science Foundation of Jiangxi Province (20224BAB206042, 20224BAB206038 and 20252BAC250141).</p>
      </sec>
      <sec>
        <title>Conflicts of interest</title>
        <p>All authors declared that there are no conflicts of interest.</p>
      </sec>
      <sec>
        <title>Ethical approval and consent to participate</title>
        <p>Not applicable.</p>
      </sec>
      <sec>
        <title>Consent for publication</title>
        <p>Not applicable.</p>
      </sec>
      <sec>
        <title>Copyright</title>
        <p>© The Author(s) 2026.</p>
      </sec>
    </sec>
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