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  <front>
    <journal-meta id="journal-meta-1">
      <journal-id journal-id-type="nlm-ta">Biomedical Research and Therapy</journal-id>
     
<publisher><publisher-name>Biomedpress</publisher-name></publisher>
      <journal-id journal-id-type="journal_submission_guidelines">http://bmrat.biomedpress.org/</journal-id>
      <journal-title-group>
        <journal-title>Biomedical Research and Therapy</journal-title>
      </journal-title-group>
      <issn publication-format="print"/>
    </journal-meta>
    <article-meta id="article-meta-1">
      <article-id pub-id-type="doi">10.15419/m7mc9595</article-id>
      <title-group>
        <article-title id="at-ac3b189164f8">The Potential of Stem Cells in the Treatment of Diabetes: An Up-to-Date Review</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0003-4186-254X</contrib-id>
          <name id="n-70da494229fe">
            <surname>Sadhu</surname>
            <given-names>Soumok</given-names>
          </name>
          <xref id="x-6fe9a8509cc6" rid="a-998b5af4c0bb" ref-type="aff">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0001-9410-9311</contrib-id>
          <name id="n-50b6ce95f953">
            <surname>Sarkar</surname>
            <given-names>Bhanumati</given-names>
          </name>
          <xref id="x-afdfd85c11c4" rid="a-1dc66efc34b5" ref-type="aff">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid"/>
          <name id="n-ba749c9314bf">
            <surname>Paul</surname>
            <given-names>Tania</given-names>
          </name>
          <xref id="x-22798db859b5" rid="a-a4090b5803ad" ref-type="aff">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0002-0046-1080</contrib-id>
          <name id="n-fd93ead6c9b9">
            <surname>Sanyal</surname>
            <given-names>Tanmay</given-names>
          </name>
          <xref id="x-cb0d01646204" rid="a-293005340891" ref-type="aff">4</xref>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <contrib-id contrib-id-type="orcid">0000-0001-9549-2930</contrib-id>
          <name id="n-34daef513526">
            <surname>Mitra</surname>
            <given-names>Abhijit</given-names>
          </name>
          <email>abhi130292@gmail.com</email>
          <xref id="x-dabaf6a4984e" rid="a-52428d6af35b" ref-type="aff">5</xref>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <contrib-id contrib-id-type="orcid">0000-0003-4198-5048</contrib-id>
          <name id="n-ed77c69eed2d">
            <surname>Ranjan Madhu</surname>
            <given-names>Nithar</given-names>
          </name>
          <email>nithar_1@yahoo.com</email>
          <xref id="x-0edbf9d6f366" rid="a-4e3fe1c0dbd3" ref-type="aff">6</xref>
        </contrib>
        <aff id="a-998b5af4c0bb">
          <institution>Department of Veterinary and Biomedical Sciences, College of Veterinary Medicine, University of Minnesota, Twin Cities, USA</institution>
        </aff>
        <aff id="a-1dc66efc34b5">
          <institution>Department of Botany, Acharya Prafulla Chandra College, New Barrackpore, West Bengal, India</institution>
        </aff>
        <aff id="a-a4090b5803ad">
          <institution>Department of Microbiology, Swami Vivekananda Institute of Modern Sciences, Garia, West Bengal, India</institution>
        </aff>
        <aff id="a-293005340891">
          <institution>Department of Zoology, Krishnagar Government College, Krishnagar, West Bengal, India</institution>
        </aff>
        <aff id="a-52428d6af35b">
          <institution>Medical Biotechnology lab, Faculty of Allied Health Sciences, Chettinad Hospital and Research Institute (CHRI), Chettinad Academy of Research and Education (CARE), Rajiv Gandhi Salai (OMR), Kelambakkam, Chennai, Tamil Nadu, India</institution>
        </aff>
        <aff id="a-4e3fe1c0dbd3">
          <institution>Department of Zoology, Acharya Prafulla Chandra College, New Barrackpore, West Bengal, India</institution>
        </aff>
      </contrib-group>
      <pub-date date-type="pub">
        <day>31</day>
        <month>8</month>
        <year>2025</year>
      </pub-date>
      <volume>12</volume>
      <issue>8</issue>
      <fpage>7680</fpage>
      <lpage>7696</lpage>
      <history>
        <date date-type="received">
          <day>3</day>
          <month>3</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>8</day>
          <month>7</month>
          <year>2025</year>
        </date>
      </history>
      <permissions/>
      <abstract id="abstract-4bceb71ce263">
        <title id="abstract-title-a496f84df2aa">Abstract</title>
        <p id="paragraph-e97a499e0701"><bold id="s-8e3c8edd9fc7">Introduction</bold>: Diabetes mellitus comprises a spectrum of metabolic disorders in which the body cannot adequately regulate blood glucose. In 2019, it ranked sixth among global causes of death, accounting for approximately 1.5 million fatalities. Current therapies rely on exogenous insulin or replacement of insulin-producing β-cells through whole-pancreas or isolated islet transplantation. Pluripotent stem cell (PSC)–based therapy offers a renewable source of patient-specific β-cells capable of restoring endogenous insulin production. <bold id="s-0cf1dd0b67f3">Areas Covered</bold>: Recent breakthroughs in directing PSCs—both embryonic stem cells (ESCs) and induced pluripotent stem cells (iPSCs)—toward pancreatic lineages are summarized in this review. PSCs efficiently differentiate into functional, glucose-responsive β-cells as well as supportive islet cell types, broadening their therapeutic scope. Notably, patient-derived iPSCs created from diverse diabetic phenotypes can be gene-corrected and matured into insulin-secreting cells, paving the way for personalized medicine. Coupling PSC technology with CRISPR gene editing, 3-D organoid culture, and immune-evasive encapsulation devices is now moving first-in-human trials toward durable, insulin-independent outcomes. <bold id="s-bc66f76ca2d1">Expert Opinion</bold>: Autologous PSC models not only enable mechanistic studies of diabetes pathogenesis but also guide precision drug discovery and cell-replacement strategies. To translate PSC therapy from bench to bedside, the field must still optimize differentiation yield, verify long-term safety, resolve immunogenic and ethical issues, and standardize manufacturing under Good Manufacturing Practice (GMP) conditions.</p>
      </abstract>
      <kwd-group id="kwd-group-1">
        <title>Keywords</title>
        <kwd>Diabetes mellitus</kwd>
        <kwd>Stem cell therapy</kwd>
        <kwd>ESCs</kwd>
        <kwd>iPSCs</kwd>
        <kwd>Insulin-secreting β-cells</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec>
      <title id="t-ad2ccf53879b">Introduction</title>
      <p id="p-0dcab0ae9817">Diabetes mellitus affected an estimated 537 million people worldwide in 2021 and, according to the International Diabetes Federation, this number could rise to 783 million by 2045<bold id="s-5b7afe64174f"><xref id="x-96b375e98f46" rid="R278971233828982" ref-type="bibr">1</xref></bold>. It imposes substantial premature morbidity and mortality. The disease is primarily divided into type 1 (T1D) and type 2 (T2D). T1D is an autoimmune disease in which autoreactive lymphocytes destroy pancreatic β-cells, eliminating endogenous insulin secretion<bold id="s-2e5b8d5fea3f"><xref id="x-c8f3a1822ed1" rid="R278971233828983" ref-type="bibr">2</xref></bold>.</p>
      <p id="p-f1938787b7de">Individuals with T1D therefore depend on lifelong exogenous insulin. By contrast, T2D represents ~90 % of all diabetes cases and results from a combination of peripheral insulin resistance and insufficient compensatory insulin secretion by β-cells. Ongoing research continues to clarify the molecular mechanisms that drive T2D onset and progression<bold id="s-f109c51e7def"><xref id="x-fccf0aae417b" rid="R278971233828984" ref-type="bibr">3</xref></bold>.</p>
      <p id="p-26a8d0789101">Monogenic forms of diabetes also exist, most notably neonatal diabetes mellitus (NDM) and maturity-onset diabetes of the young (MODY)<bold id="s-0a75e36f1c7d"><xref id="x-c9088dce5607" rid="R278971233828985" ref-type="bibr">4</xref></bold>. NDM presents within the first six months of life and affects approximately 1 in 300 000–400 000 live births<bold id="s-b981072b4034"><xref rid="R278971233828986" ref-type="bibr">5</xref>, <xref rid="R278971233828987" ref-type="bibr">6</xref></bold>. MODY, an autosomal-dominant β-cell disorder that typically manifests in adolescence or early adulthood, accounts for &lt;5 % of all diabetes cases<bold id="s-d2fa879d8953"><xref rid="R278971233828988" ref-type="bibr">7</xref>, <xref rid="R278971233828989" ref-type="bibr">8</xref></bold>. Molecular testing has so far delineated 14 MODY subtypes<bold id="s-f281053fee22"><xref id="x-395901d4731f" rid="R278971233828990" ref-type="bibr">9</xref></bold>.</p>
      <p id="p-c924460691e7">Because stem cells can modulate immune responses and differentiate into insulin-producing β-like cells, they are being explored as innovative therapies for diabetes<bold id="s-8f146cd69d58"><xref rid="R278971233828991" ref-type="bibr">10</xref>, <xref rid="R278971233828992" ref-type="bibr">11</xref>, <xref rid="R278971233828993" ref-type="bibr">12</xref></bold>. Stem cells are classically categorized as totipotent, pluripotent, multipotent, oligopotent, or unipotent, depending on their developmental potential<bold id="s-1eaf1ca69770"><xref id="x-8a978c8dee1d" rid="R278971233828994" ref-type="bibr">13</xref></bold>. In a pioneering trial, Voltarelli <italic id="e-b36aa2776600">et al</italic>. (2007) infused autologous hematopoietic stem cells (HSCs) into patients with recent-onset T1D and reported partial remission<bold id="s-27071364b920"><xref id="x-a086390c07ec" rid="R278971233828995" ref-type="bibr">14</xref></bold>. Subsequently, Bhansali <italic id="e-7dbd9854fe4f">et al</italic>. (2009) showed that bone-marrow-derived stem cells can safely improve β-cell function in T2D<bold id="s-3d34c3c77c52"><xref id="x-1e1721ee8735" rid="R278971233828996" ref-type="bibr">15</xref></bold>. Numerous trials have since evaluated various stem-cell sources; however, the optimal cell type, dose, and delivery route remain to be defined, and severe infections have occasionally been observed<bold id="s-8c5ad90053d4"><xref id="x-86e03f916942" rid="R278971233828997" ref-type="bibr">16</xref></bold>. Advances in stem-cell derivation and bioprocessing aim to provide an unlimited, donor-independent supply of transplantable β-cells for regenerative medicine<bold id="s-22554e7dfd3a"><xref id="x-9aa35c4381a6" rid="R278971233828998" ref-type="bibr">17</xref></bold> (<bold id="s-43baa09e382e">Figure 1</bold>).</p>
      <p id="p-fabc68a6088b"/>
      <p id="p-1b0634220e3e"/>
      <fig id="f-b449673bd51a" orientation="portrait" fig-type="graphic" position="anchor">
        <label>Figure 1 </label>
        <caption id="c-d62f4bd6b82e">
          <title id="t-afd1e30350c8"><bold id="s-e39d95230996">Stem cell lineages have the potential to differentiate into β-cell lineages</bold>.</title>
        </caption>
        <graphic id="g-6e89bc271fc0" xlink:href="https://typeset-prod-media-server.s3.amazonaws.com/article_uploads/c2bb6f1d-4ef0-425d-8b1f-5814a1d91c10/image/a8e48ce8-f783-4d9b-a9fd-2bdeebd0f02a-u131-1736241067-figure1-rvs.jpg"/>
      </fig>
      <p id="p-0458b3fb4b0f"/>
      <p id="p-280e7390cc5f"/>
      <p id="p-5b14c05e0e87">Embryonic stem cells (ESCs) are derived from the inner cell mass of the blastocyst, whereas induced pluripotent stem cells (iPSCs) are reprogrammed from somatic cells by ectopic expression of factors such as OCT3/4, SOX2, KLF4, and c-MYC. Both ESCs and iPSCs are pluripotent, meaning they can give rise to virtually any cell type, including cardiomyocytes, neurons, and pancreatic β-cells<bold id="s-5000f2d3a6c1"><xref rid="R278971233828999" ref-type="bibr">18</xref>, <xref rid="R278971233829000" ref-type="bibr">19</xref></bold>  (<bold id="s-b78d09e3fbd4">Figure 2</bold>).</p>
      <p id="p-82768743033a"/>
      <p id="p-717e88d1ed8f"/>
      <fig id="f-cd85e6e9644c" orientation="portrait" fig-type="graphic" position="anchor">
        <label>Figure 2 </label>
        <caption id="c-6ebbe7a6defc">
          <title id="t-74ad33847b0e"><bold id="s-f27c4ba75a99">Markers specific to lineage and ESC-iPSC Differentiation Pathways</bold>.</title>
        </caption>
        <graphic id="g-33ad0294a25f" xlink:href="https://typeset-prod-media-server.s3.amazonaws.com/article_uploads/c2bb6f1d-4ef0-425d-8b1f-5814a1d91c10/image/898733ea-2ca7-4fe0-a057-0852325cb4ff-u131-1736241067-figure2-rvs.jpg"/>
      </fig>
      <p id="p-78e1749d6f6e"/>
      <p id="p-54d23f57b257">Precision genome-editing, particularly CRISPR–Cas9, now allows targeted modification of transcription factors and signaling pathways in human pluripotent stem cells (hPSCs). Knockout of ARX, NKX6-1, or NEUROD1 clarifies endocrine lineage specification, whereas knock-in reporters such as PDX1-GFP or INS-mCherry permit real-time monitoring of β-cell maturation. Correction of pathogenic variants (<italic id="e-560b2364e87a">e.g</italic>., HNF1A, INS) in patient-specific iPSCs paves the way for personalised cell-replacement therapies<bold id="s-f864f3b5ff7d"><xref id="x-a9ce046c1fb9" rid="R278971233829001" ref-type="bibr">20</xref></bold>. Single-cell RNA-seq and ATAC-seq provide high-resolution atlases of in-vitro differentiation, revealing rare progenitors, off-target populations, and regulators of β-cell maturation; only a fraction of derived cells fully resembles fetal or adult islets<bold id="s-7c052b9ab05a"><xref id="x-a3de1162a68b" rid="R278971233829002" ref-type="bibr">21</xref></bold>. Engineering 3D microenvironments—vascularised islet organoids, hydrogel scaffolds, organ-on-a-chip systems—improves glucose responsiveness, endocrine maturity, and cell survival by recapitulating paracrine cues, extracellular-matrix signals, and biomechanical stiffness<bold id="s-9594ca310b22"><xref id="x-c0ee459a3e78" rid="R278971233829003" ref-type="bibr">22</xref></bold>. Together, these innovations are propelling stem-cell science from proof-of-concept studies toward robust, scalable, and clinically translatable regenerative therapies for diabetes.</p>
    </sec>
    <sec>
      <title id="t-5411d0d0c8c0">Pathophysiology of Diabetes</title>
      <p id="p-74a826b8d575">Diabetes mellitus (DM) comprises a spectrum of metabolic disorders characterized by persistent hyperglycemia, yet the etiology and underlying mechanisms differ among subtypes. Appreciating these distinctions is critical to targeted prevention, accurate diagnosis, and effective therapy. The principal forms are type 1 diabetes (T1D), type 2 diabetes (T2D), gestational diabetes mellitus (GDM), and monogenic variants such as neonatal diabetes and maturity-onset diabetes of the young (MODY).</p>
      <sec>
        <title id="t-e86489942fef">Type 1 Diabetes Mellitus (T1D)</title>
        <p id="p-c434c3e144e8">T1D is a prototypic autoimmune disease in which autoreactive T lymphocytes progressively destroy pancreatic β-cells within the islets of Langerhans, culminating in absolute insulin deficiency. Both genetic susceptibility—particularly HLA-DR/DQ alleles—and environmental triggers (<italic id="e-7e72536ee862">e.g</italic>., viral infections) initiate the immune assault. Pathological hallmarks include insulitis, β-cell apoptosis, and dense CD8⁺ cytotoxic T-cell infiltration<bold id="s-7d5f94378464"><xref rid="R278971233829004" ref-type="bibr">23</xref>, <xref rid="R278971233829005" ref-type="bibr">24</xref>, <xref rid="R278971233829006" ref-type="bibr">25</xref></bold>. Circulating islet-autoantibodies (against GAD65, IA-2, ZnT8,<italic id="e-d542a03858d3"> etc</italic>.) often precede clinical presentation and serve as predictive biomarkers. Oxidative stress and pro-inflammatory cytokine cascades further accelerate β-cell loss<bold id="s-0adb771dc598"><xref id="x-8d4161d12bca" rid="R278971233829007" ref-type="bibr">26</xref></bold>. Because autoimmune activity usually persists after diagnosis despite intensive glycemic control, adjunctive immunomodulatory strategies are being explored.</p>
      </sec>
      <sec>
        <title id="t-37a0099fecad">Type 2 Diabetes Mellitus (T2D)</title>
        <p id="p-77896be45017">T2D arises from the synergy of peripheral insulin resistance and progressive β-cell dysfunction. Initially, skeletal muscle, liver, and adipose tissue become less responsive to insulin, prompting compensatory hyperinsulinemia. Hyperglycemia develops once β-cells can no longer sustain this output<bold id="s-d36854786d64"><xref rid="R278971233829008" ref-type="bibr">27</xref>, <xref rid="R278971233829009" ref-type="bibr">28</xref></bold>. Thus, T2D is defined by the dual defects of insulin resistance and relative insulin deficiency. Obesity-related inflammation, lipotoxicity, and mitochondrial dysfunction drive resistance; adipose-derived cytokines such as TNF-α and IL-6 impair insulin signalling, whereas chronic glucotoxicity induces β-cell exhaustion and epigenetic alterations<bold id="s-0e5c65fa446b"><xref rid="R278971233829010" ref-type="bibr">29</xref>, <xref rid="R278971233829011" ref-type="bibr">30</xref></bold>.</p>
      </sec>
      <sec>
        <title id="t-7e0a2f0efb99">Gestational Diabetes Mellitus (GDM)</title>
        <p id="p-7e4a20433acd">GDM manifests when maternal β-cells cannot counterbalance the insulin-resistant milieu created by placental hormones (<italic id="e-969ade36fa18">e.g</italic>., progesterone, human placental lactogen)<bold id="s-491a767a2216"><xref id="x-96850b582c5e" rid="R278971233829012" ref-type="bibr">31</xref></bold>. Screening typically occurs at 24–28 weeks’ gestation<bold id="s-d25e275816e4"><xref id="x-64ab0fbeeb6f" rid="R278971233829013" ref-type="bibr">32</xref></bold>. Women with pre-existing β-cell impairment or risk factors—obesity, advanced maternal age, positive family history—are especially susceptible. Although glucose tolerance usually normalises postpartum, GDM unmasks an underlying metabolic vulnerability and substantially elevates future T2D risk<bold id="s-e97e0a8a763d"><xref id="x-7f0cbd2d36df" rid="R278971233829014" ref-type="bibr">33</xref></bold>.</p>
      </sec>
      <sec>
        <title id="t-18dbed3278c2">Monogenic Diabetes (MODY and Neonatal Diabetes)</title>
        <p id="p-2bac3651f23a">Monogenic forms result from single-gene mutations that disrupt β-cell development, glucose sensing, insulin synthesis, or secretion, and are unrelated to autoimmunity or insulin resistance. In MODY, which is typically autosomal-dominant and presents in adolescence or early adulthood, hyperglycaemia is non-ketotic and non-insulin-resistant<bold id="s-2b3661212b48"><xref id="x-387fd2de0463" rid="R278971233828989" ref-type="bibr">8</xref></bold>. Common subtypes include GCK-MODY, characterised by mild, stable fasting hyperglycaemia due to impaired glucose sensing, and HNF1A-MODY, which shows progressive β-cell failure yet responds well to low-dose sulfonylureas<bold id="s-6db77f2704f7"><xref id="x-85e449b0bdee" rid="R278971233829015" ref-type="bibr">34</xref></bold>. Neonatal diabetes mellitus (NDM) appears within the first six months of life; mutations in KCNJ11 or ABCC8 blunt ATP-sensitive K⁺ channel closure, suppressing insulin release<bold id="s-156da86b75fa"><xref id="x-31e0b0681c08" rid="R278971233829016" ref-type="bibr">35</xref></bold>. When such mutations are confirmed, high-dose sulfonylureas can replace insulin therapy<bold id="s-ec7406254ba4"><xref id="x-eda5b741892b" rid="R278971233829017" ref-type="bibr">36</xref></bold>.</p>
      </sec>
      <sec>
        <title id="t-9b97df905c45">Secondary Diabetes</title>
        <p id="p-8eba15b78b90">Secondary diabetes denotes hyperglycaemia caused by disorders or treatments that disturb glucose homeostasis rather than primary defects in insulin action or secretion. Examples include chronic pancreatitis<bold id="s-d5b42a278ccc"><xref id="x-4023a14a36a3" rid="R278971233829018" ref-type="bibr">37</xref></bold>, haemochromatosis<bold id="s-3703521ef93e"><xref id="x-769c189b2a7e" rid="R278971233829019" ref-type="bibr">38</xref></bold>, Cushing’s syndrome<bold id="s-fe689b2974ab"><xref id="x-c3d314b1af07" rid="R278971233829020" ref-type="bibr">39</xref></bold>, and prolonged exposure to glucocorticoids<bold id="s-92519c157056"><xref id="x-47751373d004" rid="R278971233829021" ref-type="bibr">40</xref></bold> or atypical antipsychotics<bold id="s-21881b334fed"><xref id="x-f01b1fcae8cd" rid="R278971233829022" ref-type="bibr">41</xref></bold>. Mechanisms range from direct β-cell injury to severe insulin resistance at the receptor or post-receptor level.</p>
      </sec>
    </sec>
    <sec>
      <title id="t-125d5c3cf06b">The Vitality of β-Cells</title>
      <p id="p-a5b3b46a40b2">Pancreatic β-cells within the islets of Langerhans orchestrate insulin secretion and are therefore central to glucose homeostasis. In diabetes, hyperlipidaemia, hyper-glycaemia and chronic inflammation converge to provoke endoplasmic-reticulum (ER) stress, oxidative stress and mitochondrial dysfunction, ultimately driving β-cell death and de-differentiation. Although ER and mitochondrial stress individually impair β-cell viability, recent work highlights their synergistic amplification of reactive oxygen-species (ROS) generation<bold id="s-28fa3bc73ca1"><xref rid="R278971233829023" ref-type="bibr">42</xref>, <xref rid="R278971233829024" ref-type="bibr">43</xref></bold>. β-cells inherently produce high ROS yet possess only modest antioxidant defences, rendering them exceptionally vulnerable to oxidative injury and functional collapse<bold id="s-827b775472de"><xref rid="R278971233829025" ref-type="bibr">44</xref>, <xref rid="R278971233829026" ref-type="bibr">45</xref></bold>.</p>
      <p id="p-3367f000dd15">In type 1 diabetes (T1D) the immune system eliminates ≈90 % of β-cells, causing an early fall in insulin output that precedes overt hyper-glycaemia. Intriguingly, residual β-cells often persist in people with long-standing T1D<bold id="s-d59548523f21"><xref id="x-594f3836769b" rid="R278971233829027" ref-type="bibr">46</xref></bold>, implying that low-level endogenous insulin secretion can continue<bold id="s-195fc12cdba4"><xref rid="R278971233829028" ref-type="bibr">47</xref>, <xref rid="R278971233829029" ref-type="bibr">48</xref></bold>. In type 2 diabetes (T2D) approximately half of the original β-cell mass remains at diagnosis<bold id="s-bdbd8ebba24e"><xref rid="R278971233829030" ref-type="bibr">49</xref>, <xref rid="R278971233829031" ref-type="bibr">50</xref></bold>. Butler <italic id="e-ea06c3f62876">et al.</italic> analysed 124 human pancreata and found β-cell apoptosis was elevated ten-fold in lean T2D and three-fold in obese T2D, independent of auto-immunity<bold id="s-e0a5b9f79fae"><xref id="x-144481baca58" rid="R278971233829032" ref-type="bibr">51</xref></bold>. These observations underscore the importance of preserving or restoring β-cell mass to maintain euglycaemia, making β-cell replacement a rational strategy for both T1D and T2D<bold id="s-df1b343ddcef"><xref id="x-d514a1f6fc5f" rid="R278971233829033" ref-type="bibr">52</xref></bold>. Whole-pancreas or islet transplantation can normalize glycaemia but is limited by donor scarcity, surgical risk and lifelong immuno-suppression. Consequently, stem-cell-derived β-cells have emerged as an attractive, potentially unlimited alternative source<bold id="s-395191517eec"><xref rid="R278971233829034" ref-type="bibr">53</xref>, <xref rid="R278971233829035" ref-type="bibr">54</xref></bold>.</p>
    </sec>
    <sec>
      <title id="t-b5209a72a70d">Key Features of Pluripotent Stem Cells (PSCs)</title>
      <p id="p-44a22248c285">PSC populations—embryonic stem cells (ESCs) and induced pluripotent stem cells (iPSCs)—combine unlimited self-renewal with the capacity to generate derivatives of all three germ layers. ESCs originate from the inner cell mass of the blastocyst, whereas iPSCs arise when somatic cells are reprogrammed by OCT4, SOX2, KLF4 and c-MYC expression (the Yamanaka factors)<bold id="s-bdab50a4b996"><xref id="x-89b775103f15" rid="R278971233829036" ref-type="bibr">55</xref></bold>. Pluripotency is sustained by interconnected transcription-factor networks, epigenetic regulators and signalling cascades including WNT, TGF-β/Activin/Nodal and FGF. This developmental plasticity underpins applications in regenerative medicine, disease modelling and high-throughput drug discovery. Nonetheless, genetic instability, tumourigenicity and line-to-line variability mandate rigorous quality control.</p>
      <p id="p-d65fea5d96a9">The 2006 discovery of iPSCs by Takahashi &amp; Yamanaka revolutionised the field by providing an ethically acceptable ESC surrogate<bold id="s-863d47391940"><xref rid="R278971233829037" ref-type="bibr">56</xref>, <xref rid="R278971233829038" ref-type="bibr">57</xref>, <xref rid="R278971233829039" ref-type="bibr">58</xref>, <xref rid="R278971233829040" ref-type="bibr">59</xref>, <xref rid="R278971233829041" ref-type="bibr">60</xref>, <xref rid="R278971233829042" ref-type="bibr">61</xref></bold>. Advances in vector design—from integrating retroviruses to non-integrating episomes, Sendai virus and mRNA—have enhanced reprogramming safety and efficiency<bold id="s-0d4fc442033e"><xref rid="R278971233829043" ref-type="bibr">62</xref>, <xref rid="R278971233829044" ref-type="bibr">63</xref>, <xref rid="R278971233829045" ref-type="bibr">64</xref></bold>. Today, patient-specific iPSC lines enable precise disease modelling and personalised cell-based therapies, underscoring PSCs’ transformative potential<bold id="s-00ddba90ee86"><xref id="x-43d848e626f0" rid="R278971233829046" ref-type="bibr">65</xref></bold>.</p>
    </sec>
    <sec>
      <title id="t-ef16b2943046">Directed Differentiation of PSCs</title>
      <p id="p-a4a1fbb1fdf3">To generate functional cell types, researchers recapitulate embryogenesis in vitro using serum-free media, defined growth factors and stepwise signalling cues. For example, VEGF plus other angiogenic factors yield endothelial cells<bold id="s-dfef22c58047"><xref id="x-f0f46912d838" rid="R278971233829047" ref-type="bibr">66</xref></bold>; multistage Activin-A/retinoic-acid/Notch modulation directs PSCs to pancreatic β-like cells<bold id="s-f3154cb2ca2d"><xref id="x-044aa9b080eb" rid="R278971233829048" ref-type="bibr">67</xref></bold>; BMP4, FGF and HGF drive hepatic specification toward hepatocyte-like cells<bold id="s-d92fb64191ef"><xref id="x-6dedc327d611" rid="R278971233829049" ref-type="bibr">68</xref></bold>; and 3-D culture of porcine iPSCs with retina-specific factors forms laminated retinal organoids<bold id="s-bf3cf50245fc"><xref id="x-c773ab87bcbd" rid="R278971233829050" ref-type="bibr">69</xref></bold>. Ongoing protocol optimisation is boosting purity, scalability and reproducibility, accelerating deployment of PSC-derived cells in drug screening, disease modelling and regenerative therapy.</p>
    </sec>
    <sec>
      <title id="t-e84acce07880">Ethical and Clinical Issues in Pluripotent Stem Cell Technologies</title>
      <p id="p-cdec3db7b309">Research involving pluripotent stem cells, including embryonic stem cells (ESCs) and induced pluripotent stem cells (iPSCs), holds tremendous promise for regenerative medicine and disease modeling; however, it is also accompanied by significant ethical and clinical challenges that demand careful analysis and innovative solutions<bold id="s-e5f04e39f3c5"><xref id="x-b536d60d9555" rid="R278971233829051" ref-type="bibr">70</xref></bold>. The main ethical controversy surrounding ESCs arises from the need to destroy embryos during derivation, prompting intense debate over the moral status of the embryo and leading to diverse regional regulations that, in turn, shape funding, research priorities, and clinical translation<bold id="s-f4b687cd980b"><xref id="x-2913b463fe81" rid="R278971233829052" ref-type="bibr">71</xref></bold>. Although iPSCs circumvent embryo destruction and have revolutionized the field, they introduce fresh ethical and safety concerns that likewise require rigorous oversight<bold id="s-925051a3fc0a"><xref id="x-86d9cbfa24f4" rid="R278971233829053" ref-type="bibr">72</xref></bold>.</p>
      <p id="p-8c9d0bd2ff31">Early‐generation iPSC protocols relied on oncogenic transcription factors, raising fears of tumorigenesis and underscoring the necessity for safer reprogramming methods that preserve genomic integrity<bold id="s-4cfe1a550a1a"><xref id="x-338009021130" rid="R278971233829054" ref-type="bibr">73</xref></bold>. Integration-free techniques now mitigate many of these risks, yet confirming both genomic and epigenetic stability in patient-derived iPSC lines remains a critical bottleneck before clinical deployment<bold id="s-02094c6dd744"><xref id="x-9916489ae1ea" rid="R278971233829055" ref-type="bibr">74</xref></bold>. Because undifferentiated PSCs can form teratomas, transplantation therapies must meet stringent safety thresholds and demonstrate robust efficacy<bold id="s-6df63d93aea9"><xref id="x-30c74b3da9cb" rid="R278971233829056" ref-type="bibr">75</xref></bold>. Even autologous iPSC-based therapies face variability in line-to-line quality, complicating standardization and quality control<bold id="s-fda65604b4b4"><xref rid="R278971233829057" ref-type="bibr">76</xref>, <xref rid="R278971233829058" ref-type="bibr">77</xref></bold>.</p>
    </sec>
    <sec>
      <title id="t-0a53e18bf6ca">Transformation of Pluripotent Stem Cells into β-Cells that Secrete Insulin</title>
      <p id="p-bde1bd49c072">Successful differentiation of PSCs into insulin-producing β-cells hinges on precise control of the culture microenvironment and a deep understanding of developmental signaling cues. Human ESCs, derived from the inner cell mass of blastocysts, possess unique epigenetic landscapes that preserve pluripotency; establishing stable hESC lines that faithfully recapitulate primary ESC characteristics is therefore essential for an unlimited cell supply<bold id="s-d58076b80884"><xref rid="R278971233829059" ref-type="bibr">78</xref>, <xref rid="R278971233829060" ref-type="bibr">79</xref></bold>.</p>
      <p id="p-c0da69ce37f9">Step-wise protocols have converted hESCs into insulin-secreting cells, initially achieving ~12 % efficiency but with limited glucose responsiveness. Subsequent optimization—such as fine-tuning in-vitro glucose levels and modulating growth factors like Transforming Growth Factor (TGF)—has boosted yields to ~25 %<bold id="s-02d9a07e389f"><xref rid="R278971233829061" ref-type="bibr">80</xref>, <xref rid="R278971233829062" ref-type="bibr">81</xref></bold>. These findings underscore the need for early-stage interventions that protect or regenerate endogenous β-cell mass, or for replacement strategies using engineered stem-cell-derived islet-like clusters<bold id="s-ab0d1ee67420"><xref id="x-3c87d63ae140" rid="R278971233829063" ref-type="bibr">82</xref></bold>.</p>
      <p id="p-7987e7a3c577">Standard differentiation proceeds through definitive endoderm (SOX17⁺), pancreatic progenitor (PDX1⁺), endocrine progenitor (NGN3⁺), and finally mature β-cell stages. At each step, specific factors are applied, and stage-specific markers confirm proper lineage progression<bold id="s-bc7e537d287a"><xref id="x-22524acf4b88" rid="R278971233829064" ref-type="bibr">83</xref></bold>.</p>
    </sec>
    <sec>
      <title id="t-ce853fa74491">Stem cell transplantation and treatment</title>
      <p id="p-deee8a979e88">Transplantation studies indicate that the in-vitro microenvironment strongly affects pancreatic progenitor expansion and maturation. Using immature pancreatic progenitors rather than fully differentiated cells consistently enhances in-vivo β-cell development. For example, pancreatic precursors derived from hESCs become glucose-responsive, insulin-secreting β-cells after implantation under the kidney capsule or into adipose tissue of streptozotocin (STZ)-induced diabetic mice<bold id="s-75246d478da7"><xref id="x-a8fda70a8cd5" rid="R278971233829065" ref-type="bibr">84</xref></bold>. Likewise, iPSC-derived grafts placed in both T1D and T2D mouse models acquire glucose-regulated insulin secretion and reduce hyperglycaemia<bold id="s-c896e5684a77"><xref id="x-df58f4e8158b" rid="R278971233829066" ref-type="bibr">85</xref></bold>. Transplantation of non-human-primate iPSCs achieves comparable glycaemic improvement in murine diabetes models<bold id="s-fc6696cfc527"><xref id="x-88026ae2deb5" rid="R278971233829067" ref-type="bibr">86</xref></bold>. In the NOD mouse, iPSC-derived insulin-producing cells transplanted into the kidney respond appropriately to rising glucose concentrations<bold id="s-5caec1c7e36a"><xref id="x-b73d84336d29" rid="R278971233829068" ref-type="bibr">87</xref></bold>. Collectively, these findings show that extensive pre-transplant in-vitro patterning is essential, whereas site-specific in-vivo cues complete endocrine maturation.</p>
      <sec>
        <title id="t-b79ca0783cd8">Differentiation of PSCs</title>
        <p id="p-aec63c7dd24c">β-cell differentiation from PSCs starts with induction of definitive endoderm (DE). Current protocols drive 60–80 % of hESCs toward DE that co-express SOX17, FOXA2, CXCR4, and GSC<bold id="s-ecbbb0e9b9d6"><xref id="x-adb986efaf56" rid="R278971233829069" ref-type="bibr">88</xref></bold>. Activin-A–mediated Nodal signalling and canonical Wnt are the two dominant pathways. High-dose activin A (50–100 ng ml-1) in serum-free medium reliably generates DE and simultaneously exerts paracrine/autocrine survival effects on adult human islets<bold id="s-41c082957ca4"><xref id="x-30025d51ff55" rid="R278971233829070" ref-type="bibr">89</xref></bold>. Addition of sodium butyrate or PI3K inhibitors further boosts DE yield<bold id="s-2171284ab24a"><xref id="x-cef637263436" rid="R278971233829071" ref-type="bibr">90</xref></bold>.</p>
        <p id="p-1129b0f45bf3">Supplementing activin A with Wnt3A, CHIR99021 (a GSK3 inhibitor), or BMP4 can further improve DE induction, with CHIR99021 generally outperforming Wnt3A for SOX17/FOXA2 expression. Growth-and-differentiation-factor-8 (GDF-8, myostatin) as well as the small molecules IDE1/IDE2 can each convert ≈ 80 % of hESCs into DE cells<bold id="s-af7f8e9beb1b"><xref id="x-01b742ff84d8" rid="R278971233829072" ref-type="bibr">91</xref></bold>.</p>
        <p id="p-5d0d81c4b493">To steer DE away from hepatic fate and toward pancreatic lineage, BMP and FGF signals are usually blocked with Noggin and SU5402, respectively<bold id="s-b6ae1f9d4b0c"><xref id="x-011c7679efcb" rid="R278971233829073" ref-type="bibr">92</xref></bold>. Cyclopamine (a HEDGEHOG inhibitor), FGF10, and Notch modulation (transient FGF10 followed by the γ-secretase inhibitor DAPT) are then sequentially applied to expand PDX1⁺ pancreatic progenitors and initiate endocrine commitment<bold id="s-a0b3c26f5012"><xref id="x-a74e4361c7e3" rid="R278971233829074" ref-type="bibr">93</xref></bold>.</p>
        <p id="p-e02ba4020aee">Dorsomorphin (a BMP type-I receptor blocker) plus retinoic acid (RA) robustly induces PDX1⁺ progenitors, whose proliferation is sustained by epidermal growth factor (EGF). Indolactam V further enriches this population<bold id="s-1b23dc0179c7"><xref rid="R278971233829075" ref-type="bibr">94</xref>, <xref rid="R278971233829076" ref-type="bibr">95</xref></bold>. Transition from PDX1⁺ to NGN3⁺ endocrine precursors is facilitated by SB431542 (a TGF-β receptor inhibitor) and VMAT2 inhibitors such as reserpine or tetrabenazine, ultimately yielding glucose-responsive β-like cells<bold id="s-9e7fbb75a6f7"><xref id="x-d2783b987956" rid="R278971233829077" ref-type="bibr">96</xref></bold>.</p>
        <p id="p-fafa927c4b7a">Final maturation is promoted with forskolin, dexamethasone, hepatocyte growth factor, IGF-1, and GLP-1 analogues. Expression of NKX6.1 is mandatory: grafts with high NKX6.1 reverse hyperglycaemia in diabetic mice, whereas NKX6.1-low grafts do not<bold id="s-610f97072508"><xref id="x-7313a1fb9e44" rid="R278971233829078" ref-type="bibr">97</xref></bold>. Mature hESC/hiPSC-derived β-like cells co-express C-peptide, insulin, PDX1, MAFA, NKX6.1, NEUROD1, ISL1, and GLUT2<bold id="s-9382b3550ae7"><xref rid="R278971233829079" ref-type="bibr">98</xref>, <xref rid="R278971233829080" ref-type="bibr">99</xref>, <xref rid="R278971233829081" ref-type="bibr">100</xref></bold>.</p>
        <p id="p-3a79f5fa34ce">Forced expression of key transcription factors can further enhance efficiency. PAX4 over-expression, for example, elevates INS, PDX1, GLUT2, and C-peptide transcripts<bold id="s-e1db0e3d6464"><xref id="x-4fcb2e5d830f" rid="R278971233829085" ref-type="bibr">101</xref></bold>, whereas PDX1 or FOXA2 alone provide minimal additional benefit<bold id="s-adcc9ab34502"><xref rid="R278971233829082" ref-type="bibr">102</xref>, <xref rid="R278971233829083" ref-type="bibr">103</xref>, <xref rid="R278971233829084" ref-type="bibr">104</xref></bold>. Despite these advances, fully mature, glucose-responsive β-cells remain difficult to obtain <italic id="e-072eb5f963ff">in vitro</italic>, and most protocols still yield cells with sub-optimal dynamic insulin secretion.</p>
      </sec>
      <sec>
        <title id="t-1269fb180ca0">Differentiation of human-induced PSCs</title>
        <p id="p-98f23655185f">hiPSCs follow a similar five-stage trajectory—SOX17⁺ DE → PDX1⁺ progenitor → NGN3⁺ endocrine precursor → NKX6.1⁺ immature β-cell → functionally mature β-cell<bold id="s-4cc5321c6a6b"><xref rid="R278971233829086" ref-type="bibr">105</xref>, <xref rid="R278971233829087" ref-type="bibr">106</xref>, <xref rid="R278971233829088" ref-type="bibr">107</xref>, <xref rid="R278971233829089" ref-type="bibr">108</xref></bold>. The first demonstration in 2008 used a four-step protocol to convert dermal fibroblast–derived hiPSCs into glucose-sensitive insulin-secreting cells<bold id="s-ac24c954a746"><xref id="x-fe450d176e2a" rid="R278971233829090" ref-type="bibr">109</xref></bold>. Nevertheless, hiPSCs exhibit clone-to-clone heterogeneity: lines from T1D donors generate DE efficiently but diverge markedly at later pancreatic stages<bold id="s-5b8ef5af22ee"><xref rid="R278971233829091" ref-type="bibr">110</xref>, <xref rid="R278971233829092" ref-type="bibr">111</xref>, <xref rid="R278971233829093" ref-type="bibr">112</xref></bold>.</p>
      </sec>
      <sec>
        <title id="t-840009be6e2b">Comparison of hESC- and hiPSC-based protocols</title>
        <p id="p-805b3e4826dd">Both cell types rely on sequential modulation of Notch, BMP, Wnt, and TGF-β signalling and on core transcription factors PDX1, NGN3, and NKX6.1. However, hiPSCs often show variable NGN3 induction, greater signalling-pathway noise, and residual somatic epigenetic memory that can skew differentiation away from pancreatic fate<bold id="s-81d179c6a23e"><xref rid="R278971233829094" ref-type="bibr">113</xref>, <xref rid="R278971233829095" ref-type="bibr">114</xref>, <xref rid="R278971233829096" ref-type="bibr">115</xref></bold>. Consequently, hESCs generally achieve higher C-peptide/insulin co-expression and superior glucose responsiveness, whereas hiPSC-derived β-like cells usually require extended in-vitro culture or in-vivo maturation to reach comparable function<bold id="s-67990a06af1b"><xref rid="R278971233829097" ref-type="bibr">116</xref>, <xref rid="R278971233829098" ref-type="bibr">117</xref>.</bold></p>
      </sec>
    </sec>
    <sec>
      <title id="t-e3ffb966884c">Succession Rate of β-cells</title>
      <p id="p-8eaebfb60f90">Efficient expansion of β-cell mass from endogenous sources requires simultaneously limiting β-cell apoptosis and stimulating new-cell formation. Finegood <italic id="e-73c6cbd52f7a">et al.</italic> (1995) quantitatively analysed β-cell turnover by BrdU/thymidine labelling in rat pancreas<bold id="s-59bebb1897f6"><xref id="x-dc5c9de86064" rid="R278971233829099" ref-type="bibr">118</xref></bold>. They calculated a daily turnover of ~2 % of β-cells in adult rodents. Extended BrdU exposure in adult mice showed that roughly 1 in 1,400 β-cells divides each day. Assuming no input from neogenesis, trans-differentiation or other sources, the daily growth rate equals 0.070 %<bold id="s-6319c76ffe28"><xref rid="R278971233829100" ref-type="bibr">119</xref>, <xref rid="R278971233829101" ref-type="bibr">120</xref></bold>. Even with zero β-cell death, replacing one-half of lost β-cell mass would therefore require ≈1,429 days—far longer than the average mouse life span. Human calculations are limited, as BrdU cannot be used ethically; Ki67 staining nevertheless indicates an even slower turnover that can rise several-fold during pregnancy<bold id="s-952922542d52"><xref rid="R278971233829102" ref-type="bibr">121</xref>, <xref rid="R278971233829103" ref-type="bibr">122</xref></bold>.</p>
      <p id="p-f9582aa7fe66">An alternative strategy for diabetes therapy is to enhance endogenous β-cell renewal. Evidence shows that β-cell mass is plastic and adapts to changing secretory demand. Two main mechanisms are proposed: (i) replication of existing β-cells and (ii) differentiation of progenitors, possibly within the ductal epithelium. Replication has been documented in mice, rats and humans, and lineage-tracing in postnatal mice demonstrates that most new β-cells derive from pre-existing ones. The close anatomical relationship between β-cells and pancreatic ducts suggests a potential ductal progenitor source, but cross-sectional studies cannot yet pinpoint the exact origin of mature β-cells<bold id="s-d579e45c95ba"><xref rid="R278971233829099" ref-type="bibr">118</xref>, <xref rid="R278971233829100" ref-type="bibr">119</xref>, <xref rid="R278971233829101" ref-type="bibr">120</xref></bold> (<bold id="s-aed0b4d343a6">Figure 3</bold>). Thus, insulin-positive cells observed near ducts in adult tissue may simply reflect residual patterns of fetal pancreas development rather than active duct-derived neogenesis<bold id="s-b3478943e20d"><xref rid="R278971233829100" ref-type="bibr">119</xref>, <xref rid="R278971233829102" ref-type="bibr">121</xref>, <xref rid="R278971233829103" ref-type="bibr">122</xref></bold>.</p>
      <p id="p-5a7a1df4e0ca"/>
      <p id="p-789a07e3ced5"/>
      <fig id="f-8645207fd6ea" orientation="portrait" fig-type="graphic" position="anchor">
        <label>Figure 3 </label>
        <caption id="c-06fb149c792c">
          <title id="t-aa6abc0dad87"><bold id="s-5ed40b2eda28">The regeneration of β-cells for treating diabetes mellitus</bold>.</title>
        </caption>
        <graphic id="g-c1926a019f0d" xlink:href="https://typeset-prod-media-server.s3.amazonaws.com/article_uploads/c2bb6f1d-4ef0-425d-8b1f-5814a1d91c10/image/fc2943d3-8b18-4332-ac46-e54047038c95-u131-1736241067-figure3-rvs.jpg"/>
      </fig>
      <p id="p-da0d8e40d3c6"/>
    </sec>
    <sec>
      <title id="t-7c8fab9e7f9b">Derivation of Patient-Specific Pluripotent Stem Cells for the Treatment of Diabetes</title>
      <p id="p-c41c4affe997">The pathogenesis of different diabetes subtypes is not fully understood. To address this gap, researchers generate patient-specific pluripotent stem cells (PSCs) from diabetic individuals as versatile in-vitro disease models. These cells can be differentiated into pancreatic lineages for mechanistic studies or transplantation, thereby providing new insights and enabling improved therapeutic strategies<bold id="s-a08380fa83ec"><xref id="x-611a6503e53f" rid="R278971233829104" ref-type="bibr">123</xref></bold>.</p>
      <sec>
        <title id="t-3e388682965a">Patient-Specific Embryonic Stem Cells</title>
        <p id="p-5d8c2109a0b8">Somatic Cell Nuclear Transfer (SCNT), also known as therapeutic cloning, is used to create patient-specific embryonic stem cells (ESCs) from a patient’s somatic cells. In SCNT, a somatic-cell nucleus is transferred into an enucleated oocyte, producing an embryo that is nearly genetically identical to the donor<bold id="s-5f0446783869"><xref id="x-34d710a5ef92" rid="R278971233829104" ref-type="bibr">123</xref></bold>. Although SCNT first produced the cloned sheep Dolly in 1997, it is still not a routine method for generating patient-specific ESC lines. Recent breakthroughs have finally demonstrated successful reprogramming of human somatic cells into ESCs, after many unsuccessful attempts<bold id="s-bc322e184f5b"><xref id="x-1b607e3de2f4" rid="R278971233829105" ref-type="bibr">124</xref></bold>. Notably, both hESCs and hiPSCs appear non-immunogenic after transplantation, supporting the concept of diabetes-specific ESC therapies<bold id="s-c1753f0d0644"><xref rid="R278971233829104" ref-type="bibr">123</xref>, <xref rid="R278971233829105" ref-type="bibr">124</xref></bold>. Nevertheless, SCNT is limited by ethical concerns and the scarcity of human oocytes. An alternative source of hESCs is embryos classified as abnormal during pre-implantation genetic diagnosis (PGD)<bold id="s-a74693318b9e"><xref rid="R278971233829104" ref-type="bibr">123</xref>, <xref rid="R278971233829105" ref-type="bibr">124</xref>, <xref rid="R278971233829106" ref-type="bibr">125</xref></bold>. PGD-derived hESCs have been exploited to model monogenic diseases <italic id="e-fc201c5ed065">in-vitro</italic>, but they cannot yield patient-specific ESCs for polygenic or idiopathic diabetes. Consequently, ethical restrictions and technical hurdles continue to hamper the broad use of SCNT and PGD for diabetes research<bold id="s-17606c8e31b7"><xref rid="R278971233829104" ref-type="bibr">123</xref>, <xref rid="R278971233829105" ref-type="bibr">124</xref>, <xref rid="R278971233829106" ref-type="bibr">125</xref>, <xref rid="R278971233829107" ref-type="bibr">126</xref></bold>.</p>
      </sec>
      <sec>
        <title id="t-45cd9ab9f0fc">Methods for Generation of Patient-Specific Pluripotent Stem Cells</title>
        <p id="p-debc33ba8012">Because hESCs face ethical, immunological, and logistical constraints, investigators increasingly focus on induced pluripotent stem-cell (iPSC) technology. Generating hiPSCs from diabetic patients and differentiating them into insulin-secreting cells provides a powerful platform for dissecting the earliest mechanisms of diabetes pathophysiology<bold id="s-f2059ef1b3be"><xref rid="R278971233829090" ref-type="bibr">109</xref>, <xref rid="R278971233829108" ref-type="bibr">127</xref></bold>.</p>
        <p id="p-7b3c704d4983">In the first study, hiPSCs were produced from skin fibroblasts of type-1-diabetes (T1D) patients using three transcription factors—OCT4, SOX2, and KLF4. More recently, hiPSCs were derived from participants with maturity-onset diabetes of the young (MODY) to model the disease in vitro. After identifying a heterozygous glucokinase (GCK) mutation, investigators generated MODY2-specific hiPSCs; their efficiency to form insulin-secreting cells was comparable to control lines because the mutation is hypomorphic<bold id="s-796e4132ef72"><xref id="x-30bc2dd1493d" rid="R278971233829108" ref-type="bibr">127</xref></bold>. In contrast, iPSCs harboring biallelic GCK inactivation showed markedly reduced β-cell differentiation<bold id="s-8abcd06b7136"><xref id="x-e09dc49f1a3d" rid="R278971233829109" ref-type="bibr">128</xref></bold>.</p>
        <p id="p-19b361841473">MODY2 patients possess β-cells with diminished glucose sensitivity. Correcting the GCK mutation in MODY2-hiPSCs restores normal β-cell glucose responsiveness, highlighting the utility of genome editing. Using a polycistronic lentiviral vector, other groups have derived hiPSCs from additional MODY subtypes without karyotypic abnormalities, facilitating the study of gene-specific contributions to pancreatic development and diabetes<bold id="s-9bae89d06a3d"><xref id="x-9a0f14918ac1" rid="R278971233829109" ref-type="bibr">128</xref></bold>.</p>
        <p id="p-97dabd175c97">Inter- and intra-patient variability in reprogramming efficiency and differentiation potential has been documented. For example, iPSCs from non-obese diabetic mice exhibited a compromised pluripotent state, underscoring the influence of genetic background<bold id="s-e4699c98c1c0"><xref id="x-db36a1a05197" rid="R278971233828997" ref-type="bibr">16</xref></bold>. Therefore, analysing multiple patient-derived lines alongside clinical data is essential to pinpoint disease-predisposing factors.</p>
        <p id="p-4af5b57582e0">Traditional iPSC generation relies on integrating viral vectors that permanently insert reprogramming transgenes, raising risks of insertional mutagenesis and tumorigenicity. Non-integrating strategies—adenoviral delivery, Cre/LoxP excision, PiggyBac transposition, episomal plasmids, Sendai virus, synthetic mRNA and direct protein transduction—have been developed to overcome these issues<bold id="s-e65d40c4e898"><xref id="x-9cecf5496eb6" rid="R278971233829110" ref-type="bibr">129</xref></bold>. Notably, integration-free hiPSCs have been produced from T1D and type-2-diabetes (T2D) patients; the Sendai viral genome is spontaneously lost after 8–12 passages while pluripotency is maintained<bold id="s-af09094afa12"><xref id="x-f8b8365a9fa5" rid="R278971233829108" ref-type="bibr">127</xref></bold>.</p>
        <p id="p-d541e209a1d8">Eliminating viral transgenes reduces genomic alterations and makes iPSCs safer for cell therapy and disease modelling. Because some reprogramming factors (<italic id="e-f1dcffdebf49">e.g</italic>., MYC) are oncogenic, protocols omitting them have been devised; for instance, hiPSCs from T1D patients were generated using OCT4, SOX2 and KLF4 without MYC<bold id="s-4f71cbbe43b9"><xref id="x-037896a26a8d" rid="R278971233829111" ref-type="bibr">130</xref></bold>.</p>
      </sec>
    </sec>
    <sec>
      <title id="t-ae5e19d8fe11">Utilising PSC-Derived Cells in Diabetic Mouse Models: A Treatment Strategy</title>
      <p id="p-23c15647fd0d">Pluripotent stem cells (PSCs) possess the remarkable ability to differentiate into almost any cell type, making them indispensable tools for diabetes research<bold id="s-677255a2eda7"><xref id="x-2ea2b505fda7" rid="R278971233829046" ref-type="bibr">65</xref></bold>. Accordingly, diabetic mouse models are essential for dissecting disease mechanisms and testing emerging therapies. Through controlled <italic id="e-7a568d05e246">in-vitro</italic> differentiation, investigators can generate insulin-producing pancreatic β-cells, endothelial cells, and immunomodulatory mesenchymal stem cells (MSCs) from PSCs<bold id="s-6628b51eb8c1"><xref id="x-c68d0988d3f5" rid="R278971233829112" ref-type="bibr">131</xref></bold>. When these PSC-derived cells are transplanted into diabetic mice, their effects on tissue regeneration, glycaemic control, and immune modulation can be quantified with precision<bold id="s-960ad9406cfe"><xref id="x-6d8e8fc0b0bc" rid="R278971233829113" ref-type="bibr">132</xref></bold>.</p>
      <p id="p-3078227cb305">Transplantation of PSC-derived pancreatic β-cells offers the possibility of restoring endogenous insulin production and alleviating the consequences of insulin deficiency. Outcomes are monitored by evaluating cell survival, engraftment within host pancreatic tissue, and the re-establishment of normoglycaemia<bold id="s-608b77af1553"><xref id="x-514076c74c38" rid="R278971233829114" ref-type="bibr">133</xref></bold>. Such analyses are critical, as loss of functional β-cells is central to diabetes pathophysiology<bold id="s-09a9cd4f0f88"><xref id="x-b9e6b01f424f" rid="R278971233829115" ref-type="bibr">134</xref></bold>.</p>
      <p id="p-dba5f43ffaea">PSC-derived endothelial cells additionally target the vascular complications of diabetes, supporting vascular repair and restoring blood flow to damaged tissues and organs<bold id="s-c46b4dce9295"><xref id="x-207c8e12a775" rid="R278971233829116" ref-type="bibr">135</xref></bold>. Likewise, PSC-derived MSCs exert potent anti-inflammatory and immunomodulatory effects that counter the inflammatory milieu associated with diabetes. Mouse models allow researchers to quantify their capacity to dampen immune dysregulation, protect pancreatic cells, and accelerate tissue repair<bold id="s-5526c0dd9a65"><xref id="x-231deab0de27" rid="R278971233829117" ref-type="bibr">136</xref></bold>.</p>
      <p id="p-4211bc475a2b">Collectively, PSC-based interventions in diabetic mouse models refine our understanding of the disease and accelerate the development of next-generation therapies for patients.</p>
    </sec>
    <sec>
      <title id="t-7c71b84c9dc2">Latest Advances in the Use of Pluripotent Stem Cells (PSCs) to Treat Diabetes</title>
      <p id="p-f5e7a19085ea">With its ability to precisely fix disease-causing mutations and improve cell function, CRISPR-Cas9 technology has become a cornerstone in the genetic engineering of PSCs. To restore normal insulin expression in iPSC-derived β-cells, CRISPR has been used to correct mutations in genes such as HNF1A and GCK, thereby restoring normal insulin expression in monogenic diabetes forms like MODY (Maturity-Onset Diabetes of the Young)<bold id="s-a69bca29a80f"><xref id="x-6bb4ecbf367c" rid="R278971233829118" ref-type="bibr">137</xref></bold>. Additionally, CRISPR is being investigated to generate universal, immune-evasive β-cell grafts for allogeneic transplantation by deleting immune-recognition molecules such as HLA.</p>
      <p id="p-2117430a640b">PSC-derived three-dimensional (3D) pancreatic organoids have revolutionized both<italic id="e-7565f7427788"> in vitro</italic> modeling and <italic id="e-f81a2aa59215">in vivo</italic> transplantation. These organoids mimic native islet architecture and function, including vasculature formation, cell-cell communication, and glucose-stimulated insulin release. Stepwise development of PSCs into mature β-cells within organoids is now possible thanks to protocols guiding differentiation through definitive endoderm, pancreatic progenitors, and endocrine precursors. To further enhance vascular integration and insulin-release kinetics, these organoids can be co-cultured with endothelial cells or embedded in extracellular-matrix hydrogels<bold id="s-d9ae98abc013"><xref id="x-1875ec6164bf" rid="R278971233829119" ref-type="bibr">138</xref></bold>.</p>
      <p id="p-a7080d33ea0b">The field is now entering the clinic, with multiple stem-cell-derived products in human trials. ESC-derived pancreatic islet cells are used in Vertex Pharmaceuticals’ VX-880 program, which has successfully restored insulin production in type 1 diabetes patients with undetectable C-peptide levels<bold id="s-96df69de93a9"><xref id="x-9f9218d4c83a" rid="R278971233829120" ref-type="bibr">139</xref></bold>. Similarly, ViaCyte’s PEC-Direct and PEC-Encap systems administer PSC-derived β-cell progenitors in encapsulated devices, aiming to achieve long-term insulin independence in early-phase trials and preclinical models<bold id="s-43d948712f2d"><xref id="x-0cd7cd78c45f" rid="R278971233829121" ref-type="bibr">140</xref></bold>. However, foreign-body responses impaired graft vascularization and function in PEC-Encap (VC-01). In Phase 1/2 trials, PEC-Direct—an open device that permits vascularization but requires systemic immunosuppression—generated partial C-peptide and insulin secretion yet did not fully restore glycaemic control.</p>
      <p id="p-7cf38fa0b4e0">Patient-specific iPSC-derived β-cells are now being integrated into high-throughput drug-screening platforms to identify compounds that enhance insulin secretion or promote β-cell survival, creating a rapid feedback loop to clinical observation. The convergence of PSCs, CRISPR editing, and organoid technology is enabling high-throughput modeling of both monogenic and complex polygenic diabetes. Researchers now generate patient-specific, CRISPR-edited islet organoids to dissect gene function, predict therapeutic response and validate candidate drugs. These models recapitulate immune infiltration, ER stress, and β-cell dysfunction—hallmarks of both type 1 and type 2 diabetes.</p>
    </sec>
    <sec>
      <title id="t-f597256f7c61">Addressing Cell-Production Guidelines for PSC- and iPSC-Based Therapies</title>
      <p id="p-02e253f69ee1">Strict adherence to Good Manufacturing Practice (GMP) is the cornerstone for translating pluripotent stem cell (PSC) and induced pluripotent stem cell (iPSC) products from the laboratory to the clinic. By controlling cell sourcing, scale-up, contamination risk, and batch-to-batch consistency, GMP safeguards product safety, reproducibility, and regulatory acceptance.</p>
      <p id="p-08c7077dc942">Recent literature therefore centres on the transition from bench-scale PSC cultures to pilot- and full-scale manufacturing. Huang <italic id="e-931f6cbc95b0">et al</italic>. (2020) present a comprehensive GMP-compatible suspension-bioreactor workflow, detailing media optimisation, shear-stress management, and process automation required for clinical-grade expansion<bold id="s-089631031724"><xref id="x-83c4951a5dee" rid="R278971233829122" ref-type="bibr">141</xref></bold>. Similarly, Martins and Ribeiro (2025) describe the creation of GMP Master and Working Cell Banks, highlighting donor eligibility, traceability, and high-throughput quality control under EU and U.S. regulations<bold id="s-c5a70fa290a1"><xref id="x-0941708efc15" rid="R278971233829123" ref-type="bibr">142</xref></bold>.</p>
      <p id="p-2584880a0070">Thon and Karlsson (2017) show that feeder-free, xeno-free, closed-system bioreactors markedly improve reproducibility of platelet-producing PSC derivatives and facilitate regulatory approval<bold id="s-433c6dd496e7"><xref id="x-96acbba96543" rid="R278971233829124" ref-type="bibr">143</xref></bold>. Nath <italic id="e-130dd0213bb6">et al.</italic> (2020) further refine stirred-tank designs with in-line sensors, automated batch records, and continuous environmental monitoring, fully embedding GMP in iPSC expansion and differentiation<bold id="s-fd74ed61fe87"><xref id="x-0658f4efa7f8" rid="R278971233829125" ref-type="bibr">144</xref></bold>.</p>
      <p id="p-c628ad9caa3d">To minimise lot variability, Wong <italic id="e-1a0a4f810622">et al.</italic> (2017) introduced the CryoPause® workflow, which cryopreserves fully characterised PSCs in a ready-to-use format, enabling immediate and parallel differentiation across GMP sites<bold id="s-5a9e8b52d297"><xref id="x-8a28d97b6725" rid="R278971233829126" ref-type="bibr">145</xref></bold>.</p>
      <p id="p-c4c5edc8819e">Demonstrating clinical relevance, Surendran <italic id="e-64fcd109d27c">et al.</italic> (2025) report a scalable, allogeneic retinal-pigment-epithelium (RPE) manufacturing process that meets FDA Investigational New Drug criteria via GMP-aligned cryopreservation, sterility, and endotoxin removal<bold id="s-4635d6f55393"><xref id="x-98fd50a9ada9" rid="R278971233829127" ref-type="bibr">146</xref></bold>. Likewise, Couture <italic id="e-ea6917686d41">et al</italic>. (2014) provide detailed standard operating procedures (SOPs) for spinner-flask suspension culture that reliably generate undifferentiated PSCs at pilot scale<bold id="s-f6f18503ca5b"><xref id="x-295371b29430" rid="R278971233829128" ref-type="bibr">147</xref></bold>.</p>
    </sec>
    <sec>
      <title id="t-bbf53222cfe1">Difficulties and Challenges in Stem Cell Therapy for Diabetes</title>
      <p id="p-9031457d1ef1">Pluripotent stem cells (PSCs) now allow researchers to reproduce diabetic pathology<italic id="e-bf15085d0c37"> in vitro</italic> and to design cell-replacement strategies that were unthinkable a decade ago. Recent work has shown that patient-specific PSC lines can be differentiated into pancreatic lineages, providing platforms both for mechanistic studies and for the development of autologous therapies<bold id="s-4974dbd7aac5"><xref rid="R278971233829129" ref-type="bibr">148</xref>, <xref rid="R278971233829130" ref-type="bibr">149</xref>.</bold> Before these advances can reach the clinic, however, several obstacles must be overcome. First, robust, tumor-safe differentiation protocols are required to minimize the risk of teratoma formation<bold id="s-9f8a0f65028d"><xref id="x-cf1ceef81ba8" rid="R278971233829130" ref-type="bibr">149</xref></bold>. Human embryonic stem cells (hESCs) additionally raise ethical concerns and problems of immune incompatibility, which currently restrict their clinical use. Somatic-cell nuclear transfer (SCNT) has recently been used to create hESC lines that are human-leukocyte-antigen (HLA) matched to individual patients, potentially reducing rejection<bold id="s-370fdb2ed0ce"><xref id="x-6d7a1ada06ad" rid="R278971233829131" ref-type="bibr">150</xref></bold>.</p>
      <p id="p-a31cdc16ef86">Although induced PSCs (iPSCs) represent a landmark step toward autologous β-cell replacement, important challenges remain. Comprehensive in-vitro assays and long-term transplantation studies are still needed to confirm the function, safety and durability of iPSC-derived β-cells. Genomic integrity is a key issue because some reprogramming methods employ integrating viral vectors that can introduce oncogenic or disruptive mutations<bold id="s-f60740a3585e"><xref rid="R278971233829131" ref-type="bibr">150</xref>, <xref rid="R278971233829132" ref-type="bibr">151</xref></bold>. Even non-viral techniques can generate copy-number variations or point mutations that confound disease modelling; therefore, integration-free reprogramming and rigorous genomic screening should be standard practice.</p>
      <p id="p-3e498415c47a">Another hurdle is incomplete maturation. Cells produced in most differentiation protocols still express early developmental markers such as DPPA4, LIN28A and LIN28B, indicating a stage equivalent to &lt; 6.5-week human embryos and explaining their poor glucose responsiveness<bold id="s-7e206a1252d4"><xref rid="R278971233829133" ref-type="bibr">152</xref>, <xref rid="R278971233829134" ref-type="bibr">153</xref></bold>. Refinement of stage-specific cues and 3-D culture systems is required to obtain fully mature, glucose-sensitive β-cells. Patient-to-patient and clone-to-clone variability further complicate individualized therapies; future work must elucidate and minimise these clonal differences.</p>
      <p id="p-d48791d8fa3a">Emerging evidence also overturns the assumption that autologous iPSC derivatives are intrinsically immune-privileged. Deuse <italic id="e-87e12c87c08c">et al</italic>. (2019) demonstrated that de-novo mitochondrial DNA (mtDNA) mutations can provoke T-cell-mediated rejection in syngeneic hosts<bold id="s-5af4ff375eb2"><xref id="x-37bb88da7ce6" rid="R278971233829135" ref-type="bibr">154</xref></bold>; similar observations were made by Sercel <italic id="e-8a09f091f7e0">et al</italic>. (2021) and Bogomazova <italic id="e-147844f913d2">et al. </italic>(2024)<bold id="s-4d76e8e5f5ed"><xref rid="R278971233829136" ref-type="bibr">155</xref>, <xref rid="R278971233829137" ref-type="bibr">156</xref></bold>. Hence, routine immunogenomic screening—especially of mtDNA—should precede any iPSC-based transplantation, even in autologous settings.</p>
      <p id="p-d2359a3743c2">Whether iPSCs can fully replace hESCs remains unresolved, and the limited comparative data published so far underline the value of continuing hESC research alongside iPSC efforts<bold id="s-519ea8e669ca"><xref id="x-6c5f9d38b89c" rid="R278971233829108" ref-type="bibr">127</xref></bold>.</p>
    </sec>
    <sec>
      <title id="t-e8417ca96ba4">Conclusion and Future Prospects</title>
      <p id="p-bdf601922159">PSC research continues to attract intense interest because these cells can generate isogenic models of diabetes and theoretically provide unlimited supplies of patient-matched β-cells. To translate this promise into therapy, investigators must eliminate undifferentiated contaminants, perfect maturation protocols, and address ethical and immunological barriers. The creation of SCNT-derived, HLA-matched hESCs and the advent of footprint-free iPSC technologies offer encouraging solutions. Combined with clinical-grade differentiation, 3-D islet-organoid platforms and precise CRISPR editing, PSC technology is progressing from glucose-control adjuncts toward durable, potentially curative interventions. Multiple allogeneic islet products are already in human trials, and genetically engineered, patient-specific β-cells are close behind. With continued multidisciplinary effort, PSC-based precision therapies are expected to transform diabetes management in the near future.</p>
    </sec>
    <sec>
      <title id="t-347d3e49ac4e">Abbreviations</title>
      <p id="t-20eaca95b8dc"><bold id="strong-1">3D</bold>: Three-Dimensional, <bold id="strong-2">ARX</bold>: Aristaless Related Homeobox, <bold id="strong-3">ATAC-seq</bold>: Assay for Transposase-Accessible Chromatin with sequencing, <bold id="strong-4">BMP4</bold>: Bone Morphogenetic Protein 4, <bold id="strong-5">BrdU</bold>: Bromodeoxyuridine, <bold id="strong-6">Cas9</bold>: CRISPR-associated protein 9, <bold id="strong-7">CD8⁺</bold>: Cluster of Differentiation 8 Positive, <bold id="strong-8">CRISPR</bold>: Clustered Regularly Interspaced Short Palindromic Repeats, <bold id="strong-9">CXCR4</bold>: C-X-C Motif Chemokine Receptor 4, <bold id="strong-10">DE</bold>: Definitive Endoderm, <bold id="strong-11">DM</bold>: Diabetes Mellitus, <bold id="strong-12">DPPA4</bold>: Developmental Pluripotency Associated 4, <bold id="strong-13">EGF</bold>: Epidermal Growth Factor, <bold id="strong-14">ER</bold>: Endoplasmic Reticulum, <bold id="strong-15">ESCs</bold>: Embryonic Stem Cells, <bold id="strong-16">FDA</bold>: Food and Drug Administration, <bold id="strong-17">FGF</bold>: Fibroblast Growth Factor, <bold id="strong-18">FOXA2</bold>: Forkhead Box A2, <bold id="strong-19">GAD65</bold>: Glutamic Acid Decarboxylase 65, <bold id="strong-20">GCK</bold>: Glucokinase, <bold id="strong-21">GDM</bold>: Gestational Diabetes Mellitus, <bold id="strong-22">GDF-8</bold>: Growth and Differentiation Factor-8, <bold id="strong-23">GFP</bold>: Green Fluorescent Protein, <bold id="strong-24">GMP</bold>: Good Manufacturing Practice, <bold id="strong-25">GSC</bold>: Goosecoid Homeobox, <bold id="strong-26">GSK3</bold>: Glycogen Synthase Kinase 3, <bold id="strong-27">HEDGEHOG</bold>: a signaling pathway, <bold id="strong-28">HGF</bold>: Hepatocyte Growth Factor, <bold id="strong-29">HLA</bold>: Human Leukocyte Antigen, <bold id="strong-30">HNF1A</bold>: Hepatocyte Nuclear Factor 1 Alpha, <bold id="strong-31">hPSCs</bold>: Human Pluripotent Stem Cells, <bold id="strong-32">HSCs</bold>: Hematopoietic Stem Cells, <bold id="strong-33">IA-2</bold>: Insulinoma-Associated protein 2, <bold id="strong-34">IDE1/IDE2</bold>: Inducers of Definitive Endoderm 1 and 2, <bold id="strong-35">IGF-1</bold>: Insulin-like Growth Factor 1, <bold id="strong-36">IL-6</bold>: Interleukin-6, <bold id="strong-37">INS</bold>: Insulin, <bold id="strong-38">iPSCs</bold>: Induced Pluripotent Stem Cells, <bold id="strong-39">ISL1</bold>: ISL LIM Homeobox 1, <bold id="strong-40">KLF4</bold>: Krüppel-like factor 4, <bold id="strong-41">MAFA</bold>: MAF BZIP Transcription Factor A, <bold id="strong-42">MODY</bold>: Maturity-Onset Diabetes of the Young, <bold id="strong-43">MSCs</bold>: Mesenchymal Stem Cells, <bold id="strong-44">mtDNA</bold>: Mitochondrial DNA, <bold id="strong-45">MYC</bold>: Myelocytomatosis oncogene, <bold id="strong-46">NDM</bold>: Neonatal Diabetes Mellitus, <bold id="strong-47">NEUROD1</bold>: Neuronal Differentiation 1, <bold id="strong-48">NGN3</bold>: Neurogenin 3, <bold id="strong-49">NKX6-1</bold>: NK6 Homeobox 1, <bold id="strong-50">NOD</bold>: Non-Obese Diabetic, <bold id="strong-51">OCT3/4</bold>: Octamer-Binding Transcription Factor 3/4, <bold id="strong-52">PAX4</bold>: Paired Box 4, <bold id="strong-53">PDX1</bold>: Pancreatic And Duodenal Homeobox 1, <bold id="strong-54">PGD</bold>: Pre-implantation Genetic Diagnosis, <bold id="strong-55">PI3K</bold>: Phosphoinositide 3-Kinase, <bold id="strong-56">PSCs</bold>: Pluripotent Stem Cells, <bold id="strong-57">RA</bold>: Retinoic Acid, <bold id="strong-58">RNA-seq</bold>: RNA sequencing, <bold id="strong-59">ROS</bold>: Reactive Oxygen Species, <bold id="strong-60">RPE</bold>: Retinal Pigment Epithelium, <bold id="strong-61">SCNT</bold>: Somatic Cell Nuclear Transfer, <bold id="strong-62">SOPs</bold>: Standard Operating Procedures, <bold id="strong-63">SOX2</bold>: SRY-Box Transcription Factor 2, <bold id="strong-64">SOX17</bold>: SRY-Box Transcription Factor 17, <bold id="strong-65">STZ</bold>: Streptozotocin, <bold id="strong-66">T1D</bold>: Type 1 Diabetes, <bold id="strong-67">T2D</bold>: Type 2 Diabetes, <bold id="strong-68">TGF-β</bold>: Transforming Growth Factor Beta, <bold id="strong-69">TNF-α</bold>: Tumor Necrosis Factor Alpha, <bold id="strong-70">VEGF</bold>: Vascular Endothelial Growth Factor, <bold id="strong-71">VMAT2</bold>: Vesicular Monoamine Transporter 2, <bold id="strong-72">Wnt</bold>: Wingless-related integration site, <bold id="strong-73">ZnT8</bold>: Zinc Transporter 8</p>
    </sec>
    <sec>
      <title id="t-842a9bac58c5">Acknowledgments </title>
      <p id="t-edbf08dc884b">None.</p>
    </sec>
    <sec>
      <title id="t-059d4c12f2ea">Author’s contributions</title>
      <p id="t-541e6eb47e1a">All the authors have contributed substantially to the work. All authors read and approved the final manuscript. </p>
    </sec>
    <sec>
      <title id="t-6e6ed636e606">Funding</title>
      <p id="t-29a5760d33ed">None.</p>
    </sec>
    <sec>
      <title id="t-6dac4aed7c64">Availability of data and materials</title>
      <p id="t-aa3e7751d206">Not applicable.</p>
    </sec>
    <sec>
      <title id="t-99cb01e500d8">Ethics approval and consent to participate</title>
      <p id="p-8119e9e1b7b9">Not applicable. </p>
    </sec>
    <sec>
      <title id="t-bcc55000a5ae">Consent for publication</title>
      <p id="t-dc18ab961415">Not applicable. </p>
    </sec>
    <sec>
      <title id="t-1f370c9af391">Declaration of generative AI and AI-assisted technologies in the writing process</title>
      <p id="p-2900ca43de3a">The authors declare that they have used generative AI and/or AI-assisted technologies in the writing process before submission, but only to improve the language and readability of their paper.</p>
    </sec>
    <sec>
      <title id="t-619b95f08d1a">Competing interests</title>
      <p id="t-70bdb4153806">The authors declare that they have no competing interests.</p>
    </sec>
  </body>
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