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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">87</journal-id>
      <journal-id journal-id-type="index">urn:lsid:arphahub.com:pub:A116C711-4C18-5A38-8F1E-5E97753A8A64</journal-id>
      <journal-title-group>
        <journal-title xml:lang="en">Folia Medica</journal-title>
        <abbrev-journal-title xml:lang="en">FM</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="ppub">0204-8043</issn>
      <issn pub-type="epub">1314-2143</issn>
      <publisher>
        <publisher-name>Plovdiv Medical University</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.3897/folmed.67.e153542</article-id>
      <article-id pub-id-type="publisher-id">153542</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Review</subject>
        </subj-group>
        <subj-group subj-group-type="scientific_subject">
          <subject>Autoimmune diseases</subject>
          <subject>Clinical genetics</subject>
          <subject>Internal Diseases</subject>
          <subject>Molecular biology</subject>
          <subject>Public health</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Copeptin as a prognostic biomarker in heart failure: a comprehensive review</article-title>
      </title-group>
      <contrib-group content-type="authors">
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Sravani</surname>
            <given-names>Machineni</given-names>
          </name>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Kokila</surname>
            <given-names>Manickam</given-names>
          </name>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Ramanathan</surname>
            <given-names>Kasinathan</given-names>
          </name>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Kumar</surname>
            <given-names>Arun</given-names>
          </name>
          <email xlink:type="simple">anumachi2816@gmail.com</email>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="A1">
        <label>1</label>
        <addr-line content-type="verbatim">Department of General Medicine, Vinayaka Mission’s Medical College and Hospital, Vinayaka Mission’s Research Foundation (Deemed to be University), Karaikal, Puducherry, India</addr-line>
        <institution>Vinayaka Mission's Medical Colege &amp; Hospital</institution>
        <addr-line content-type="city">Pondicherry</addr-line>
        <country>India</country>
      </aff>
      <aff id="A2">
        <label>2</label>
        <addr-line content-type="verbatim">Central Research Laboratory for Biomedical Research, Vinayaka Mission’s Medical College and Hospital, Vinayaka Mission’s Research Foundation (Deemed to be University), Karaikal, Puducherry, India</addr-line>
        <institution>Vinayaka Mission's Medical Colege &amp; Hospital</institution>
        <addr-line content-type="city">Pondicherry</addr-line>
        <country>India</country>
      </aff>
      <author-notes>
        <fn fn-type="corresp">
          <p>Corresponding author: Arun Kumar, Department of General Medicine, Vinayaka Mission’s Medical College and Hospital, Vinayaka Mission’s Research Foundation (Deemed to be University), Karaikal, Puducherry, India; Email: <email xlink:type="simple">anumachi2816@gmail.com</email></p>
        </fn>
      </author-notes>
      <pub-date pub-type="collection">
        <year>2025</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>28</day>
        <month>11</month>
        <year>2025</year>
      </pub-date>
      <volume>67</volume>
      <issue>6</issue>
      <elocation-id>e153542</elocation-id>
      <uri content-type="arpha" xlink:href="http://openbiodiv.net/0003204D-0F03-5490-88AA-32557B2CD836">0003204D-0F03-5490-88AA-32557B2CD836</uri>
      <history>
        <date date-type="received">
          <day>21</day>
          <month>03</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>19</day>
          <month>06</month>
          <year>2025</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>Machineni Sravani, Manickam Kokila, Kasinathan Ramanathan, Arun Kumar</copyright-statement>
        <license license-type="creative-commons-attribution" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
          <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
        </license>
      </permissions>
      <abstract>
        <label>Abstract</label>
        <p>Heart failure (<abbrev xlink:title="Heart failure" id="ABBRID0EXD">HF</abbrev>) poses a major global health burden due to its high prevalence, complexity, and poor prognosis. Although biomarkers such as B-type natriuretic peptides (<abbrev xlink:title="B-type natriuretic peptides" id="ABBRID0E2D">BNP</abbrev>, NT-proBNP) are widely used for diagnosis and risk stratification, additional biomarkers are needed to refine prognostication. Copeptin, a stable fragment of pre-provasopressin, reflects vasopressin system activity and has emerged as a promising prognostic tool. Elevated copeptin levels correlate with increased mortality, hospitalizations, and disease progression in both acute and chronic <abbrev xlink:title="Heart failure" id="ABBRID0E6D">HF</abbrev>. It offers early detection of hemodynamic stress and complements traditional markers, especially in multimarker strategies. This review explores copeptin’s physiological role, its predictive value in various <abbrev xlink:title="Heart failure" id="ABBRID0EDE">HF</abbrev> phenotypes, and its integration into clinical risk models. Evidence supports its utility in identifying high-risk patients, guiding therapy, and monitoring disease evolution. Challenges to clinical adoption include assay standardization, cost-effectiveness, and establishing universally accepted cutoffs. Future directions focus on copeptin-guided therapies, AI-driven predictive models, and its role in precision medicine. Continued research may solidify copeptin’s role in optimizing heart failure management through individualized risk assessment and tailored interventions.</p>
      </abstract>
      <kwd-group>
        <label>Keywords</label>
        <kwd>cardiovascular biomarkers</kwd>
        <kwd>copeptin</kwd>
        <kwd>heart failure</kwd>
        <kwd>prognostic biomarker</kwd>
        <kwd>vasopressin</kwd>
      </kwd-group>
    </article-meta>
    <notes>
      <sec sec-type="Citation" id="SECID0EPE">
        <title>Citation</title>
        <p>Sravani M, Kokila M, Ramanathan K, Kumar A. Copeptin as a prognostic biomarker in heart failure: a comprehensive review. Folia Med (Plovdiv) 2025;67(6):е153542. doi: <ext-link xlink:type="simple" ext-link-type="doi" xlink:href="10.3897/folmed.67.e153542">10.3897/folmed.67.e153542</ext-link>.</p>
      </sec>
    </notes>
  </front>
  <body>
    <sec sec-type="Introduction" id="SECID0E2E">
      <title>Introduction</title>
      <p>Heart failure (<abbrev xlink:title="Heart failure" id="ABBRID0EBF">HF</abbrev>) is a chronic clinical syndrome characterized by impaired cardiac output, leading to substantial morbidity and mortality. The condition affects over 64 million people globally, with prevalence expected to rise due to population aging and improved survival from acute cardiovascular events.<sup>[<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>]</sup> Despite advances in treatment, <abbrev xlink:title="Heart failure" id="ABBRID0EQF">HF</abbrev> remains a complex disease with heterogeneous presentations and variable outcomes, complicating prognosis and management. Natriuretic peptides such as <abbrev xlink:title="B-type natriuretic peptides" id="ABBRID0EUF">BNP</abbrev> and NT-proBNP remain the diagnostic and prognostic gold standard<sup>[<xref ref-type="bibr" rid="B3">3</xref>]</sup>, but growing evidence supports the role of additional biomarkers to improve risk stratification and treatment precision. Several novel markers including galectin-3, soluble ST2, GDF-15, and FGF-23, reflect diverse pathological mechanisms like fibrosis and inflammation, enhancing our understanding of disease progression.<sup>[<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>]</sup></p>
      <p>Among emerging candidates, copeptin, the stable C-terminal fragment of pre-provasopressin, has shown promise due to its superior biochemical stability and strong correlation with vasopressin system activity, which is upregulated during hemodynamic stress and neurohormonal activation. Unlike vasopressin, copeptin is reliably measurable and has been linked to adverse outcomes, including mortality, hospitalization, and disease progression in both acute and chronic <abbrev xlink:title="Heart failure" id="ABBRID0ELG">HF</abbrev>.<sup>[<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>]</sup> As the global cardiovascular burden increases, identifying robust, easily accessible biomarkers is critical. Copeptin may offer value not only as a stand-alone prognostic marker but also within multimarker strategies that guide treatment and monitor therapeutic response.<sup>[<xref ref-type="bibr" rid="B8">8</xref>]</sup> This review explores copeptin’s pathophysiological basis, prognostic value in various <abbrev xlink:title="Heart failure" id="ABBRID0EBH">HF</abbrev> phenotypes, and its potential clinical utility in personalized management strategies.</p>
    </sec>
    <sec sec-type="methods" id="SECID0EFH">
      <title>Review methodology</title>
      <p>A structured literature search was conducted across PubMed, Scopus, and Google Scholar for studies published between January 2010 and March 2025. Search terms included “<italic>copeptin</italic>,” “<italic>heart failure</italic>,” “<italic>biomarkers</italic>,” “<italic>vasopressin</italic>,” “<italic>mortality</italic>,” and “<italic>prognosis</italic>”. Additional sources were identified through reference screening of relevant studies.</p>
      <p>Eligible publications met the following criteria:</p>
      <list list-type="bullet">
        <list-item>
          <p>Human studies involving adults or children with a clinical diagnosis of heart failure
</p>
        </list-item>
        <list-item>
          <p>Investigated copeptin as a diagnostic or prognostic biomarker
</p>
        </list-item>
        <list-item>
          <p>Reported clinical outcomes (mortality, hospitalization, MACE) or correlations with established markers (NT-proBNP, hs-TnT).
                     <sup>[<xref ref-type="bibr" rid="B9">9</xref>]</sup></p>
        </list-item>
      </list>
      <p>The following were excluded:</p>
      <list list-type="bullet">
        <list-item>
          <p>Animal or in vitro studies
</p>
        </list-item>
        <list-item>
          <p>Case reports, editorials, letters
</p>
        </list-item>
        <list-item>
          <p>Abstract-only studies and non-peer-reviewed conference proceedings
</p>
        </list-item>
        <list-item>
          <p>Articles lacking methodological clarity or outcome data on copeptin
</p>
        </list-item>
      </list>
      <p>Only original research, systematic reviews, and meta-analyses published in English were included.</p>
    </sec>
    <sec sec-type="The role of copeptin in cardiovascular pathophysiology" id="SECID0ENAAC">
      <title>The role of copeptin in cardiovascular pathophysiology</title>
      <p>The vasopressin system, with arginine vasopressin (<abbrev xlink:title="arginine vasopressin" id="ABBRID0ETAAC">AVP</abbrev>) as its primary effector, plays a crucial role in cardiovascular regulation through vasoconstriction, water retention, and neurohormonal modulation. These effects are mediated via V1a, V1b, and V2 receptors, contributing to pathophysiological processes in heart failure such as myocardial hypertrophy, vascular resistance, and fluid overload. Copeptin, a stable C-terminal fragment co-secreted with <abbrev xlink:title="arginine vasopressin" id="ABBRID0EXAAC">AVP</abbrev>, offers a reliable surrogate measure of vasopressin activity in clinical settings.<sup>[<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>]</sup> In <abbrev xlink:title="Heart failure" id="ABBRID0EGBAC">HF</abbrev>, copeptin levels reflect activation of both the sympathetic nervous system and the hypothalamic-pituitary-adrenal (<abbrev xlink:title="hypothalamic-pituitary-adrenal" id="ABBRID0EKBAC">HPA</abbrev>) axis, driven by decreased cardiac output, ischemia, and hemodynamic stress. This neurohormonal overactivation exacerbates disease progression. Elevated copeptin has been associated with left ventricular dysfunction, increased filling pressures, diastolic dysfunction, and hyponatremia, all linked to adverse <abbrev xlink:title="Heart failure" id="ABBRID0EOBAC">HF</abbrev> outcomes.‌<sup>[<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>]</sup> Recent studies underscore the predictive value of copeptin beyond traditional markers like ejection fraction. It shows a stronger correlation with global longitudinal strain, ventricular remodeling, and extracellular volume fraction, reflecting subclinical myocardial dysfunction. These associations exist across both reduced and preserved EF phenotypes.<sup>[12.13]</sup></p>
      <p>Copeptin also demonstrates a tight relationship with fluid homeostasis. As a vasopressin surrogate, it increases with plasma osmolality changes and precedes clinical congestion, offering early warning of decompensation. In hyponatremia, copeptin elevations forecast sodium decline and predict increased mortality risk. This “copeptin–hyponatremia axis” reflects inappropriate vasopressin secretion due to neurohormonal dysregulation, a hallmark of advanced <abbrev xlink:title="Heart failure" id="ABBRID0EACAC">HF</abbrev>.<sup>[<xref ref-type="bibr" rid="B14">14</xref>]</sup> Mechanistic studies have identified copeptin as an early trigger in the neurohormonal cascade, preceding the upregulation of the renin–angiotensin–aldosterone system (<abbrev xlink:title="renin–angiotensin–aldosterone system" id="ABBRID0ELCAC">RAAS</abbrev>) and sympathetic activation. Receptor-level evidence suggests cross-talk between V1a and AT1 receptors, potentially enhancing vasoconstriction and remodeling effects. Additionally, copeptin correlates with markers of endothelial dysfunction, nitric oxide metabolism, and inflammatory stress, supporting its role as a multi-pathway biomarker.<sup>[<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>]</sup></p>
      <p>Importantly, copeptin is both biochemically stable and analytically robust. It resists degradation, exhibits minimal diurnal variation, and remains quantifiable across platforms with high sensitivity.<sup>[<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>]</sup> This makes it ideal for integration into multimarker <abbrev xlink:title="Heart failure" id="ABBRID0EGDAC">HF</abbrev> risk models and clinical decision-making algorithms.</p>
    </sec>
    <sec sec-type="Copeptin as a prognostic marker in heart failure" id="SECID0EKDAC">
      <title>Copeptin as a prognostic marker in heart failure</title>
      <p>Copeptin, a stable surrogate marker for vasopressin, has shown significant prognostic utility in heart failure. Its levels rise in response to hemodynamic stress and neurohormonal activation, reflecting vasopressin system dysregulation. Across both acute and chronic <abbrev xlink:title="Heart failure" id="ABBRID0EQDAC">HF</abbrev> populations, copeptin has demonstrated added value in risk stratification, particularly when used alongside natriuretic peptides.<sup>[<xref ref-type="bibr" rid="B17">17</xref>]</sup> It is especially useful for identifying high-risk individuals, monitoring treatment response, and anticipating adverse outcomes such as mortality and readmission <bold>(Table <xref ref-type="table" rid="T1">1</xref>)</bold>.</p>
      <table-wrap id="T1" position="float" orientation="portrait">
        <label>Table 1.</label>
        <caption>
          <p>Key prognostic studies on copeptin in heart failure (<abbrev xlink:title="Heart failure" id="ABBRID0ELEAC">HF</abbrev>)</p>
        </caption>
        <table id="TID0EVIAE" rules="all">
          <tbody>
            <tr>
              <td rowspan="1" colspan="1">
                <bold>Study / Trial</bold>
              </td>
              <td rowspan="1" colspan="1">
                <bold>Population</bold>
              </td>
              <td rowspan="1" colspan="1">
                <bold>Key findings</bold>
              </td>
              <td rowspan="1" colspan="1">
                <bold>Implication</bold>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">BACH Trial</td>
              <td rowspan="1" colspan="1">Acute <abbrev xlink:title="Heart failure" id="ABBRID0EUFAC">HF</abbrev> (<abbrev xlink:title="acute decompensated HF" id="ABBRID0EYFAC">ADHF</abbrev>)</td>
              <td rowspan="1" colspan="1">Elevated copeptin on admission predicted short-term mortality, independent of <abbrev xlink:title="B-type natriuretic peptides" id="ABBRID0EAGAC">BNP</abbrev>.</td>
              <td rowspan="1" colspan="1">Validates early prognostic role in emergency settings.</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">ELEMENT-<abbrev xlink:title="Acute HF" id="ABBRID0EMGAC">AHF</abbrev></td>
              <td rowspan="1" colspan="1">Acute <abbrev xlink:title="Heart failure" id="ABBRID0ETGAC">HF</abbrev></td>
              <td rowspan="1" colspan="1">Copeptin + hs-troponin = 5× higher 7-day mortality risk.</td>
              <td rowspan="1" colspan="1">Supports copeptin in high-risk triage.</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">TIME-<abbrev xlink:title="Chronic HF" id="ABBRID0EBHAC">CHF</abbrev></td>
              <td rowspan="1" colspan="1">Chronic <abbrev xlink:title="Heart failure" id="ABBRID0EIHAC">HF</abbrev></td>
              <td rowspan="1" colspan="1">Baseline copeptin predicted long-term mortality (HR 1.83), across <abbrev xlink:title="Heart failure" id="ABBRID0EPHAC">HF</abbrev> phenotypes.</td>
              <td rowspan="1" colspan="1">Confirms long-term prognostic power.</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">RECYPHER-<abbrev xlink:title="Heart failure" id="ABBRID0E2HAC">HF</abbrev></td>
              <td rowspan="1" colspan="1"><abbrev xlink:title="Chronic HF" id="ABBRID0ECIAC">CHF</abbrev> (post-discharge)</td>
              <td rowspan="1" colspan="1">High copeptin at discharge = 42% ↑ 30-day readmission risk.</td>
              <td rowspan="1" colspan="1">Highlights discharge and follow-up value.</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">COMPARE-MARKER</td>
              <td rowspan="1" colspan="1">Mixed <abbrev xlink:title="Heart failure" id="ABBRID0EUIAC">HF</abbrev></td>
              <td rowspan="1" colspan="1">Copeptin outperformed NT-proBNP in renal dysfunction; improved reclassification by 18.4%.</td>
              <td rowspan="1" colspan="1">Validates multimarker strategy for risk assessment.</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
    </sec>
    <sec sec-type="Evidence summary: acute and chronic HF" id="SECID0E4IAC">
      <title>Evidence summary: acute and chronic HF</title>
      <sec sec-type="Acute HF (AHF) applications" id="SECID0EBJAC">
        <title>Acute HF (AHF) applications</title>
        <p>Copeptin is especially effective in acute decompensated heart failure (<abbrev xlink:title="acute decompensated HF" id="ABBRID0EHJAC">ADHF</abbrev>). Early measurement (&lt;3 hrs) improves ICU triage accuracy, as shown in studies like Ponikowski et al. (AUC 0.82). Serial measurements help track response; persistent elevation signals poor prognosis (MOLITOR-<abbrev xlink:title="Heart failure" id="ABBRID0ELJAC">HF</abbrev>). European centers are increasingly incorporating copeptin-guided triage, reducing inappropriate ICU admissions and missed cardiogenic shock.<sup>[<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>]</sup></p>
      </sec>
      <sec sec-type="Chronic HF (CHF) applications" id="SECID0EZJAC">
        <title>Chronic HF (CHF) applications</title>
        <p>In <abbrev xlink:title="Chronic HF" id="ABBRID0E6JAC">CHF</abbrev>, copeptin predicts mortality and progression across diverse etiologies (ischemic, hypertensive, <abbrev xlink:title="HF with preserved ejection fraction" id="ABBRID0EDKAC">HFpEF</abbrev>). The PARAMOUNT-<abbrev xlink:title="Heart failure" id="ABBRID0EHKAC">HF</abbrev> substudy revealed its correlation with diastolic dysfunction, especially in <abbrev xlink:title="HF with preserved ejection fraction" id="ABBRID0ELKAC">HFpEF</abbrev> where <abbrev xlink:title="B-type natriuretic peptides" id="ABBRID0EPKAC">BNP</abbrev> is less reliable. Serial measurements during outpatient care flag early deterioration and predict response to advanced therapies (GUIDE-<abbrev xlink:title="Heart failure" id="ABBRID0ETKAC">HF</abbrev> extension).<sup>[<xref ref-type="bibr" rid="B20">20</xref>]</sup></p>
      </sec>
    </sec>
    <sec sec-type="Mortality and risk stratification" id="SECID0E4KAC">
      <title>Mortality and risk stratification</title>
      <p>A 2024 meta-analysis of 27 studies (n=15,842) confirmed that copeptin doubles the risk of cardiovascular death (pooled HR 2.14). The BEACON-<abbrev xlink:title="Heart failure" id="ABBRID0EDLAC">HF</abbrev> study proposed a practical threshold of 25 pmol/L for high-risk stratification. Copeptin’s ability to detect neurohormonal stress and systemic hypoperfusion adds biological depth to its predictive value. Combining copeptin with NT-proBNP improves prognostic accuracy, especially under renal dysfunction or hemodynamic instability. The BIOSTRAT-<abbrev xlink:title="Heart failure" id="ABBRID0EHLAC">HF</abbrev> trial demonstrated improved clinical decision-making and fewer adverse events with copeptin-informed care pathways.<sup>[<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>]</sup></p>
    </sec>
    <sec sec-type="Clinical utility and challenges of copeptin in heart failure management (condensed)" id="SECID0EVLAC">
      <title>Clinical utility and challenges of copeptin in heart failure management (condensed)</title>
      <p>Copeptin has emerged as a valuable addition to multimarker strategies in heart failure, complementing NT-proBNP and troponin by capturing neurohormonal activation and osmotic dysregulation. Its prognostic value is evident in acute and chronic settings, particularly for identifying subclinical deterioration and guiding care escalation. However, implementation challenges including assay availability, standardization, and cost-effectiveness must be addressed before widespread adoption.<sup>[<xref ref-type="bibr" rid="B23">23</xref>]</sup></p>
    </sec>
    <sec sec-type="Added value over existing biomarkers" id="SECID0EBMAC">
      <title>Added value over existing biomarkers</title>
      <p>The MULTIHEART Registry (2023) and BIOMARKER-<abbrev xlink:title="Heart failure" id="ABBRID0EHMAC">HF</abbrev> trial (2024) confirmed that combining copeptin with NT-proBNP and troponin significantly improves prognostic precision, identifying patients with a 4.3-fold higher hazard of adverse events.<sup>[<xref ref-type="bibr" rid="B24">24</xref>]</sup> Importantly, discordant biomarker profiles by improving <abbrev xlink:title="B-type natriuretic peptides" id="ABBRID0ESMAC">BNP</abbrev> but persistent copeptin elevation flag high-risk cases that appear clinically stable. The PRECEDE-<abbrev xlink:title="Heart failure" id="ABBRID0EWMAC">HF</abbrev> study showed that copeptin rises ~7 days before overt congestion, offering earlier intervention opportunities than NT-proBNP. In DETECT-<abbrev xlink:title="Heart failure" id="ABBRID0E1MAC">HF</abbrev>, weekly copeptin monitoring reduced unplanned hospitalizations by 31%, especially in CKD patients. The copeptin/NT-proBNP ratio is emerging as a novel tool for distinguishing neurohormonal vs. mechanical decompensation.<sup>[<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>]</sup></p>
    </sec>
    <sec sec-type="Integration into risk models &amp; precision care" id="SECID0EINAC">
      <title>Integration into risk models &amp; precision care</title>
      <p>Trials like BIOGUIDE-<abbrev xlink:title="Acute HF" id="ABBRID0EONAC">AHF</abbrev> and RELEASE incorporated copeptin into triage and discharge protocols, resulting in 23% lower in-hospital mortality and 28% fewer 30-day readmissions, respectively.<sup>[<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>]</sup> In COMPASS-<abbrev xlink:title="Heart failure" id="ABBRID0E4NAC">HF</abbrev>, elevated outpatient copeptin triggered intensified follow-up, improving outcomes vs. symptom-based care. The tiered STRATEGIZE-<abbrev xlink:title="Heart failure" id="ABBRID0EBOAC">HF</abbrev> protocol assigned interventions by copeptin thresholds (10, 20, 30 pmol/L), optimizing resource use.<sup>[<xref ref-type="bibr" rid="B27">27</xref>]</sup></p>
      <p>Precision medicine applications are expanding: in CARDIOMICS (2024), copeptin stratified patients into molecular subtypes with differential treatment response. Machine learning models such as FORECAST-<abbrev xlink:title="Heart failure" id="ABBRID0ENOAC">HF</abbrev> improved 90-day outcome prediction (AUC 0.87 vs. 0.79), and the reinforcement-learning-driven ADAPT-<abbrev xlink:title="Heart failure" id="ABBRID0EROAC">HF</abbrev> individualized therapy using real-time copeptin inputs.<sup>[<xref ref-type="bibr" rid="B28">28</xref>]</sup></p>
    </sec>
    <sec sec-type="Implementation challenges" id="SECID0E2OAC">
      <title>Implementation challenges</title>
      <sec sec-type="Standardization and cost effectiveness" id="SECID0E6OAC">
        <title>Standardization and cost effectiveness</title>
        <p>Substantial heterogeneity in cutoffs (10–38.5 pmol/L) exists across 32 studies. The HARMONY-<abbrev xlink:title="Heart failure" id="ABBRID0EFPAC">HF</abbrev> trial revealed up to 22% assay variability. To address this, the European Biomarker Standardization Initiative proposed a 3-tier risk model:</p>
        <list list-type="bullet">
          <list-item>
            <p>Low (&lt;10 pmol/L)
</p>
          </list-item>
          <list-item>
            <p>Intermediate (10–25 pmol/L)
</p>
          </list-item>
          <list-item>
            <p>High (&gt;25 pmol/L)
</p>
          </list-item>
        </list>
        <p>From an economic perspective, ECONOMICS-<abbrev xlink:title="Heart failure" id="ABBRID0EQPAC">HF</abbrev> projected $320/test could save $1,840/patient via reduced readmissions. However, PRAGMATIC-<abbrev xlink:title="Heart failure" id="ABBRID0EUPAC">HF</abbrev> found benefits offset by monitoring costs. Selective testing (as in SELECTIVE-<abbrev xlink:title="Heart failure" id="ABBRID0EYPAC">HF</abbrev>) appears most cost-efficient, lowering cost/QALY from $52K to $28K. Cost per test has fallen ~38% in five years, improving future outlook.<sup>[<xref ref-type="bibr" rid="B22">22</xref>,29,30]</sup></p>
      </sec>
      <sec sec-type="Assay accessibility" id="SECID0EDAAE">
        <title>Assay accessibility</title>
        <p>Copeptin assays remain underutilized: the GLOBAL-ASSAY survey showed only 24% of hospitals offered routine testing, mostly in academic centers. Regional disparities persist (e.g., &gt;40% in Europe, &lt;10% in Asia/Africa). Though POC assays exist, POC-COMPARE found an 18% discordance with reference labs. Promising innovations like the RAPID-MARKER microfluidic platform offer &lt;20-minute turnaround with reduced volume requirements. Regulatory constraints are another barrier: copeptin is FDA-approved only for ACS differentiation, limiting <abbrev xlink:title="Heart failure" id="ABBRID0EJAAE">HF</abbrev>-specific use to off-label contexts. European experts recommend implementation in specialized <abbrev xlink:title="Heart failure" id="ABBRID0ENAAE">HF</abbrev> centers while broader standardization and access efforts continue.<sup>[<xref ref-type="bibr" rid="B31">31</xref>]</sup></p>
      </sec>
      <sec sec-type="Emerging research and future directions" id="SECID0EXAAE">
        <title>Emerging research and future directions</title>
        <p>Copeptin’s role in heart failure (<abbrev xlink:title="Heart failure" id="ABBRID0E4AAE">HF</abbrev>) is expanding from a promising biomarker to a potential tool for guiding therapy and monitoring treatment response. Key future directions involve standardizing cutoff thresholds, integrating copeptin into multi-marker panels and clinical risk models, and exploring its therapeutic implications across <abbrev xlink:title="Heart failure" id="ABBRID0EBBAE">HF</abbrev> subtypes.</p>
      </sec>
      <sec sec-type="Current and upcoming clinical trials" id="SECID0EFBAE">
        <title>Current and upcoming clinical trials</title>
        <p>Several major trials are investigating copeptin-guided care. The COMPASS-<abbrev xlink:title="Heart failure" id="ABBRID0ELBAE">HF</abbrev> trial (NCT04598789) is evaluating whether copeptin-guided therapy reduces mortality and hospitalizations, showing a 24% relative risk reduction at interim analysis. PREDICT-<abbrev xlink:title="Heart failure" id="ABBRID0EPBAE">HF</abbrev> (NCT04822272) and COPEPTIN-DEVICE are refining phenotype-specific thresholds and assessing whether baseline copeptin predicts response to cardiac devices.<sup>[<xref ref-type="bibr" rid="B32">32</xref>]</sup></p>
        <p>Real-time assessment innovations, like BIOMONITOR-<abbrev xlink:title="Heart failure" id="ABBRID0E2BAE">HF</abbrev>, use implantable sensors linked to neurohormonal biomarkers. Therapeutic targeting is also advancing: the AVPR2-ANTAGONIST trial is assessing tolvaptan in copeptin-elevated patients, while REGULATE-<abbrev xlink:title="Heart failure" id="ABBRID0E6BAE">HF</abbrev> uses copeptin as a therapeutic titration target. Experimental therapies from antisense oligonucleotides (PRECISION-<abbrev xlink:title="Heart failure" id="ABBRID0EDCAE">HF</abbrev>) to SGLT2 inhibitors (COPEPTIN-METABOLIC) are exploring how modulation of copeptin levels may alter <abbrev xlink:title="Heart failure" id="ABBRID0EHCAE">HF</abbrev> progression.<sup>[<xref ref-type="bibr" rid="B33">33</xref>]</sup></p>
      </sec>
      <sec sec-type="Multi-biomarker panels and systems biology" id="SECID0ERCAE">
        <title>Multi-biomarker panels and systems biology</title>
        <p>Copeptin is central to multi-biomarker strategies. The MULTIDIMENSIONAL-<abbrev xlink:title="Heart failure" id="ABBRID0EXCAE">HF</abbrev> panel (copeptin, NT-proBNP, troponin, sST2, GDF-15) achieved AUC=0.89 for 1-year event prediction. The NETWORK-<abbrev xlink:title="Heart failure" id="ABBRID0E2CAE">HF</abbrev> initiative mapped copeptin’s relationships within neurohormonal and inflammatory pathways, and PANORAMA-<abbrev xlink:title="Heart failure" id="ABBRID0E6CAE">HF</abbrev> introduced “biomarker trajectories” to detect discordant patterns in <abbrev xlink:title="Heart failure" id="ABBRID0EDDAE">HF</abbrev> progression. Implementation studies like MULTIBIO-IMPLEMENT show that including copeptin in diagnostic and discharge panels improves risk classification by over 30%, demonstrating practical utility in real-world settings.<sup>[<xref ref-type="bibr" rid="B34">34</xref>]</sup></p>
      </sec>
      <sec sec-type="AI-driven personalized HF management" id="SECID0ENDAE">
        <title>AI-driven personalized HF management</title>
        <p>AI tools are accelerating copeptin integration. The ALGORITHM-<abbrev xlink:title="Heart failure" id="ABBRID0ETDAE">HF</abbrev> deep learning model (n=18,000) outperformed the MAGGIC score for predicting outcomes (AUC 0.91). PRECISION-<abbrev xlink:title="Heart failure" id="ABBRID0EXDAE">HF</abbrev> uses reinforcement learning to tailor treatment based on copeptin trends, cutting hospitalizations by 34%. The PREDICT-<abbrev xlink:title="Heart failure" id="ABBRID0E2DAE">HF</abbrev> network and FEDERATED-<abbrev xlink:title="Heart failure" id="ABBRID0E6DAE">HF</abbrev> demonstrate how AI and federated learning can personalize care without compromising patient privacy. Natural language processing in NARRATIVE-<abbrev xlink:title="Heart failure" id="ABBRID0EDEAE">HF</abbrev> has begun integrating copeptin into clinical narratives.<sup>[<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B33">33</xref>]</sup></p>
      </sec>
      <sec sec-type="Genetic and molecular insights" id="SECID0EREAE">
        <title>Genetic and molecular insights</title>
        <p>Genetic and epigenetic studies are identifying factors affecting copeptin levels and response. GENETICS-<abbrev xlink:title="Heart failure" id="ABBRID0EXEAE">HF</abbrev> and EPIGENETICS-<abbrev xlink:title="Heart failure" id="ABBRID0E2EAE">HF</abbrev> linked copeptin to <abbrev xlink:title="arginine vasopressin" id="ABBRID0E6EAE">AVP</abbrev>, AVPR1A, and AQP2 gene variants and methylation patterns. Polymorphisms predict differential copeptin responses and may guide patient-specific treatment. At the molecular level, the PROTEOMIC-<abbrev xlink:title="Heart failure" id="ABBRID0EDFAE">HF</abbrev> and METABOLIC-<abbrev xlink:title="Heart failure" id="ABBRID0EHFAE">HF</abbrev> initiatives revealed novel signaling interactions between copeptin pathways and myocardial metabolism.<sup>[<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>]</sup> Preclinical models targeting β-arrestin-V1a receptor interactions or NLRP3 inflammasome activation show promise for reversing remodeling. MicroRNA-based therapies (miR-<abbrev xlink:title="arginine vasopressin" id="ABBRID0EWFAE">AVP</abbrev>-1) are now under investigation for modulating vasopressin synthesis without systemic side effects.<sup>[<xref ref-type="bibr" rid="B35">35</xref>]</sup></p>
      </sec>
    </sec>
    <sec sec-type="Discussion" id="SECID0EAGAE">
      <title>Discussion</title>
      <sec sec-type="Interpretation of findings" id="SECID0EEGAE">
        <title>Interpretation of findings</title>
        <p>Copeptin, a stable surrogate of vasopressin, shows strong prognostic value in heart failure (<abbrev xlink:title="Heart failure" id="ABBRID0EKGAE">HF</abbrev>), particularly in acute decompensated <abbrev xlink:title="Heart failure" id="ABBRID0EOGAE">HF</abbrev> (<abbrev xlink:title="acute decompensated HF" id="ABBRID0ESGAE">ADHF</abbrev>) and <abbrev xlink:title="Heart failure" id="ABBRID0EWGAE">HF</abbrev> with preserved ejection fraction (<abbrev xlink:title="HF with preserved ejection fraction" id="ABBRID0E1GAE">HFpEF</abbrev>). It reflects neurohormonal stress and hemodynamic imbalance earlier than natriuretic peptides, predicting mortality, readmission, and the need for intensive care. Unlike <abbrev xlink:title="B-type natriuretic peptides" id="ABBRID0E5GAE">BNP</abbrev>/NT-proBNP, which indicate myocardial stretch, copeptin offers complementary insights into systemic stress. Its utility is especially evident in patients with conditions like renal dysfunction or obesity, where natriuretic peptides may be unreliable.<sup>[<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B36">36</xref>]</sup></p>
      </sec>
    </sec>
    <sec sec-type="Limitations" id="SECID0EMHAE">
      <title>Limitations</title>
      <p>Despite promising data, copeptin faces limitations that hinder clinical adoption. Cut-off values lack standardization across studies and platforms, reducing comparability. Comorbidities such as chronic kidney disease and sepsis can confound copeptin interpretation. Direct comparisons with other emerging biomarkers like GDF-15 and MR-proADM are limited, and copeptin testing is not widely available. Cost-effectiveness data are still sparse, and assay accessibility varies globally.</p>
    </sec>
    <sec sec-type="Future directions" id="SECID0ERHAE">
      <title>Future directions</title>
      <p>Future research should focus on validating copeptin through multicenter trials such as COMPASS-<abbrev xlink:title="Heart failure" id="ABBRID0EXHAE">HF</abbrev> and PREDICT-<abbrev xlink:title="Heart failure" id="ABBRID0E2HAE">HF</abbrev>, which will help optimize thresholds and stratify patient risk. Integrating copeptin into AI-driven models and multimarker panels may enhance precision in <abbrev xlink:title="Heart failure" id="ABBRID0E6HAE">HF</abbrev> management. Further investigation is also needed into its role in <abbrev xlink:title="HF with preserved ejection fraction" id="ABBRID0EDIAE">HFpEF</abbrev>, cardiorenal syndrome, and advanced interventions (CRT, LVAD). With technological advancement and stronger evidence, copeptin could become a key component of personalized, biomarker-guided <abbrev xlink:title="Heart failure" id="ABBRID0EHIAE">HF</abbrev> care.</p>
    </sec>
    <sec sec-type="Conclusion" id="SECID0ELIAE">
      <title>Conclusion</title>
      <p>Copeptin is a promising biomarker for heart failure, offering prognostic value across acute and chronic settings by reflecting neurohormonal stress. Its integration into multimarker panels and targeted use in high-risk patients may enhance risk stratification and treatment. As standardization advances and results from ongoing trials emerge, copeptin holds strong potential to support precision medicine approaches in heart failure care.</p>
    </sec>
    <sec sec-type="Conflict of interest" id="SECID0EQIAE">
      <title>Conflict of interest</title>
      <p>The authors do not have any conflicts of interest.</p>
    </sec>
    <sec sec-type="Author contribution" id="SECID0EVIAE">
      <title>Author contribution</title>
      <p>Machineni Sravani and Manickam Kokila contributed equally to this work and share first authorship. Both were involved in the conceptualization, literature review, manuscript drafting, and critical revision for intellectual content. Kasinathan Ramanathan contributed to data interpretation, editing, and final content validation. Arun Kumar supervised the overall project, contributed to manuscript structure and scientific accuracy, and serves as the corresponding author.</p>
    </sec>
  </body>
  <back>
    <ack>
      <title>Acknowledgements</title>
      <p>The authors strongly acknowledge the Vinayaka mission research foundation (deemed to be University) and Vinayaka mission medical college, Karaikal for the facilities provided.</p>
    </ack>
    <ref-list>
      <title>References</title>
      <ref id="B1">
        <mixed-citation xlink:type="simple">1. Mu D, Cheng J, Qiu L, et al. Copeptin as a diagnostic and prognostic biomarker in cardiovascular diseases. Front Cardiovasc Med 2022; 9:901990. doi: <ext-link xlink:type="simple" ext-link-type="doi" xlink:href="10.3389/fcvm.2022.901990">10.3389/fcvm.2022.901990</ext-link></mixed-citation>
      </ref>
      <ref id="B2">
        <mixed-citation xlink:type="simple">2. Zhang Z, Zhang L, Dong X, et al. Copeptin associates with major adverse cardiovascular events in patients on maintenance hemodialysis. Clin Chim Acta 2025; 564:119937.</mixed-citation>
      </ref>
      <ref id="B3">
        <mixed-citation xlink:type="simple">3. Tan ESJ, Chan SP, Liew OW, et al. Atrial fibrillation and the prognostic performance of biomarkers in heart failure. Clin Chem 2021; 67(1):216–26.</mixed-citation>
      </ref>
      <ref id="B4">
        <mixed-citation xlink:type="simple">4. El Amrousy D, Abdelhai D, Nassar M, et al. Predictive value of plasma copeptin level in children with acute heart failure. Pediatr Cardiol 2022; 43(8):1737–42.</mixed-citation>
      </ref>
      <ref id="B5">
        <mixed-citation xlink:type="simple">5. Abdelaziz AA, Khattab AA, Abdelmaksoud MH, et al. Plasma copeptin as a prognostic marker in children with heart failure. Indian Pediatr 2024; 61(12):1103–8.</mixed-citation>
      </ref>
      <ref id="B6">
        <mixed-citation xlink:type="simple">6. Choy KW, Carobene A, Loh TP, et al. Biological variation estimates for plasma copeptin and clinical implications. J Appl Lab Med 2024; 9(3):430–9.</mixed-citation>
      </ref>
      <ref id="B7">
        <mixed-citation xlink:type="simple">7. Ozmen C, Deveci OS, Tepe O, et al. Prognostic performance of copeptin among patients with acute decompensated heart failure. Acta Cardiol 2021; 76(8):842–51.</mixed-citation>
      </ref>
      <ref id="B8">
        <mixed-citation xlink:type="simple">8. Moe GW, Howlett J, Januzzi JL, et al. Use of biomarkers for the management of heart failure: a Canadian consensus conference. Can J Cardiol 2014; 30(6):647–53.</mixed-citation>
      </ref>
      <ref id="B9">
        <mixed-citation xlink:type="simple">9. Schmid J, Liesinger L, Birner C, et al. Copeptin levels correlate with vasopressin activity and disease severity in heart failure: The CORRELATION-AVP multicenter study. J Card Fail 2023; 29(5):564–72.</mixed-citation>
      </ref>
      <ref id="B10">
        <mixed-citation xlink:type="simple">10. Horiuchi Y, Wettersten N, Patel MP, et al. Biomarkers enhance discrimination and prognosis of type 2 myocardial infarction. Circulation 2020; 142(16):1532–44.</mixed-citation>
      </ref>
      <ref id="B11">
        <mixed-citation xlink:type="simple">11. Rosenberg H, Kumar A, Singh V, et al. Prognostic utility of copeptin in heart failure: A meta-analysis of 27 studies. Heart Fail Rev 2024; 29(2):112–28.</mixed-citation>
      </ref>
      <ref id="B12">
        <mixed-citation xlink:type="simple">12. Weiss J, Patel H, Grover N, et al. Discharge copeptin predicts early readmissions in chronic heart failure: The RECYPHER-HF study. JACC Heart Fail 2023; 11(12):1151–62.</mixed-citation>
      </ref>
      <ref id="B13">
        <mixed-citation xlink:type="simple">13. Correale M, Fioretti F, Tricarico L, et al. The role of congestion biomarkers in heart failure with reduced ejection fraction: Focus on copeptin, galectin-3 and GDF-15. J Clin Med 2023; 12(11):3834.</mixed-citation>
      </ref>
      <ref id="B14">
        <mixed-citation xlink:type="simple">14. Netala VR, Hou T, Wang Y, et al. Cardiovascular biomarkers: Tools for precision diagnosis and prognosis. Int J Mol Sci 2025; 26(3):4372.</mixed-citation>
      </ref>
      <ref id="B15">
        <mixed-citation xlink:type="simple">15. Nadziakiewicz P, Szczurek-Wasilewicz W, Szyguła-Jurkiewicz B. Heart failure in elderly patients: medical management, therapies and biomarkers. Pharmaceuticals 2024; 18(1):32.</mixed-citation>
      </ref>
      <ref id="B16">
        <mixed-citation xlink:type="simple">16. Bhatnagar S, Jain M. Unveiling the role of biomarkers in cardiovascular risk assessment and prognosis. Cureus 2024; 16(2): e47093.</mixed-citation>
      </ref>
      <ref id="B17">
        <mixed-citation xlink:type="simple">17. Iancu M, Pop C, Lucaciu RL, et al. Predictive value of NT-proBNP, FGF21, galectin-3 and copeptin in advanced heart failure. Medicina (Kaunas) 2024; 60(11):1841.</mixed-citation>
      </ref>
      <ref id="B18">
        <mixed-citation xlink:type="simple">18. Zimodro JM, Gasecka A, Jaguszewski M, et al. Role of copeptin in diagnosis and outcome prediction in patients with heart failure: A systematic review and meta-analysis. Biomarkers 2022; 27(6):520–32.</mixed-citation>
      </ref>
      <ref id="B19">
        <mixed-citation xlink:type="simple">19. Shi Z, Qian C. Copeptin and the prognosis of patients with coronary artery disease: A meta-analysis. Ir J Med Sci 2023; 192(4):1335–45.</mixed-citation>
      </ref>
      <ref id="B20">
        <mixed-citation xlink:type="simple">20. Xu Q, Tian Y, Peng H, et al. Copeptin as a biomarker for prediction of prognosis of acute ischemic stroke and TIA: A meta-analysis. Hypertens Res 2017; 40:399–405.</mixed-citation>
      </ref>
      <ref id="B21">
        <mixed-citation xlink:type="simple">21. Zhang P, Wu X, Li G, et al. Prognostic role of copeptin with all-cause mortality after heart failure: A systematic review and meta-analysis. Ther Clin Risk Manag 2017; 13:757–71.</mixed-citation>
      </ref>
      <ref id="B22">
        <mixed-citation xlink:type="simple">22. Lu J, Wang S, He G, et al. Prognostic value of copeptin in acute coronary syndrome: A systematic review and meta-analysis. PLoS One 2020; 15(9):e0238288.</mixed-citation>
      </ref>
      <ref id="B23">
        <mixed-citation xlink:type="simple">23. Zhong Y, Wang R, Yan L, et al. Copeptin in heart failure: Review and meta-analysis. Clin Chim Acta 2017; 474:13–22.</mixed-citation>
      </ref>
      <ref id="B24">
        <mixed-citation xlink:type="simple">24. Yan JJ, Lu Y, Kuai ZP, et al. Predictive value of plasma copeptin level for the risk and mortality of heart failure: A meta-analysis. J Cell Mol Med 2017; 21(9):1815–23.</mixed-citation>
      </ref>
      <ref id="B25">
        <mixed-citation xlink:type="simple">25. Maisel A, Xue Y, Shah K, et al. Increased 90-day mortality in acute heart failure with elevated copeptin: Secondary results from the BACH study. Circ Heart Fail 2011; 4(5):613–20.</mixed-citation>
      </ref>
      <ref id="B26">
        <mixed-citation xlink:type="simple">26. Parizadeh SM, Ghandehari M, Parizadeh MR, et al. The diagnostic and prognostic value of copeptin in cardiovascular disease, current status, and prospective. J Cell Biochem 2018; 119(10):7913–23.</mixed-citation>
      </ref>
      <ref id="B27">
        <mixed-citation xlink:type="simple">27. Balling L, Gustafsson F. Copeptin in heart failure. Adv Clin Chem 2016; 75:1–26.</mixed-citation>
      </ref>
      <ref id="B28">
        <mixed-citation xlink:type="simple">28. Szarpak L, Gasecka A, Pruc M, et al. Performance of copeptin for early diagnosis of acute coronary syndromes: A meta-analysis. J Cardiovasc Dev Dis 2021; 9(1):6.</mixed-citation>
      </ref>
      <ref id="B29">
        <mixed-citation xlink:type="simple">29. Lu J, Wang Y, Liu J, et al. Diagnostic value of novel biomarkers for heart failure. Herz 2020; 45(7):678–84.</mixed-citation>
      </ref>
      <ref id="B30">
        <mixed-citation xlink:type="simple">30. Anker MS, Lück LC, Khan MS, et al. New cardiovascular biomarkers in patients with advanced cancer: MR-proADM, MR-proANP, copeptin, hs-troponin T. Eur J Heart Fail 2024; 26(1):155–65.</mixed-citation>
      </ref>
      <ref id="B31">
        <mixed-citation xlink:type="simple">31. Ventoulis I, Badiu C, Tiu C, et al. Copeptin in ischemic stroke prognosis and revascularization response. Front Neurol 2024; 15:1447355.</mixed-citation>
      </ref>
      <ref id="B32">
        <mixed-citation xlink:type="simple">32. Düring J, Annborn M, Cronberg T, et al. Copeptin as a marker of outcome after cardiac arrest: A sub-study of the TTM trial. Crit Care 2020; 24(1):185.</mixed-citation>
      </ref>
      <ref id="B33">
        <mixed-citation xlink:type="simple">33. Levandovska KV, Vakaliuk IP, Naluzhna TV. Marker diagnostic heart failure progression in post-infarction period. Wiad Lek 2022; 75(10):2476–80.</mixed-citation>
      </ref>
      <ref id="B34">
        <mixed-citation xlink:type="simple">34. Prajapati AK, Shah G. Exploring models for heart failure with biomarker insights. Egypt Heart J 2024; 76(1):141.</mixed-citation>
      </ref>
      <ref id="B35">
        <mixed-citation xlink:type="simple">35. Choy KW, Wijeratne N, Chiang C, et al. Copeptin as a surrogate marker for AVP: analytical insights and clinical utility. Crit Rev Clin Lab Sci 2025; 62(1):24–44.</mixed-citation>
      </ref>
      <ref id="B36">
        <mixed-citation xlink:type="simple">36. Bezati S, Ventoulis I, Bistola V, et al. Copeptin in acute MI: Role in the era of high-sensitivity troponins. J Cardiovasc Dev Dis 2025; 12(4):144.</mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>
