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<article article-type="brief-report" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" dtd-version="1.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cardiovasc. Med.</journal-id><journal-title-group>
<journal-title>Frontiers in Cardiovascular Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cardiovasc. Med.</abbrev-journal-title></journal-title-group>
<issn pub-type="epub">2297-055X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcvm.2026.1606572</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Brief Research Report</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Undetectable brain natriuretic peptide as a marker of ultrasound-detected hypovolemia in patients with cancer on active treatment</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Le</surname><given-names>Amy Tu Trinh</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role></contrib>
<contrib contrib-type="author"><name><surname>Qarajeh</surname><given-names>Raed</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role></contrib>
<contrib contrib-type="author"><name><surname>Wilder</surname><given-names>Bart</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/3011026/overview"/><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role></contrib>
<contrib contrib-type="author"><name><surname>Sharma</surname><given-names>Akash</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/1055667/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role></contrib>
<contrib contrib-type="author"><name><surname>Golemi</surname><given-names>Lolita</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Okwuosa</surname><given-names>Tochukwu</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/191951/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role></contrib>
</contrib-group>
<aff id="aff1"><label>1</label><institution>Department of Internal Medicine, Rush University Medical College</institution>, <city>Chicago</city>, <state>IL</state>, <country country="us">United States</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Internal Medicine, Division of Cardiology, Rush University Medical Center</institution>, <city>Chicago</city>, <state>IL</state>, <country country="us">United States</country></aff>
<aff id="aff3"><label>3</label><institution>Department of Internal Medicine, Rush University Medical Center</institution>, <city>Chicago</city>, <state>IL</state>, <country country="us">United States</country></aff>
<aff id="aff4"><label>4</label><institution>Department of Internal Medicine, University of Buffalo (Catholic Health System &#x2013; Sisters of Charity Hospital)</institution>, <city>Buffalo</city>, <state>NY</state>, <country country="us">United States</country></aff>
<aff id="aff5"><label>5</label><institution>Department of Internal Medicine, Saint Louis University Hospital</institution>, <city>Saint Louis</city>, <state>MO</state>, <country country="us">United States</country></aff>
<author-notes>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Tochukwu Okwuosa <email xlink:href="mailto:tochukwu_m_okwuosa@rush.edu">tochukwu_m_okwuosa@rush.edu</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-27"><day>27</day><month>01</month><year>2026</year></pub-date>
<pub-date publication-format="electronic" date-type="collection"><year>2026</year></pub-date>
<volume>13</volume><elocation-id>1606572</elocation-id>
<history>
<date date-type="received"><day>05</day><month>04</month><year>2025</year></date>
<date date-type="rev-recd"><day>04</day><month>01</month><year>2026</year></date>
<date date-type="accepted"><day>05</day><month>01</month><year>2026</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2026 Le, Qarajeh, Wilder, Sharma, Golemi and Okwuosa.</copyright-statement>
<copyright-year>2026</copyright-year><copyright-holder>Le, Qarajeh, Wilder, Sharma, Golemi and Okwuosa</copyright-holder><license><ali:license_ref start_date="2026-01-27">https://creativecommons.org/licenses/by/4.0/</ali:license_ref><license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p></license>
</permissions>
<abstract>
<p>Hypovolemia is a common complication in patients undergoing cancer-related therapies, yet assessing volume status in this population is challenging because of confounding comorbidities. This retrospective study is the first of its kind to examine the relationship between hypovolemia, assessed by measuring inferior vena cava (IVC) diameter via transthoracic echocardiogram (TTE) as an indicator of fluid status, and brain natriuretic peptide (BNP) levels, a cardiac neurohormone released by the ventricles in response to increased pressure. We hypothesized that undetectable BNP levels (&#x003C;10&#x2005;pg/mL) would associate with small IVC diameters indicative of hypovolemia. Although our study revealed wide confidence intervals reflective of a small sample size, our findings suggest that undetectable BNP, a readily available laboratory marker, may serve as an indicator of hypovolemia when physical examination findings are inconclusive. In addition, our study was limited by the 2-week temporal variability of BNP and IVC measurements, which may potentially introduce bias because of the dynamic fluctuation of volume status. Further studies with larger cohorts and closer temporal alignment of BNP and TTE measurements are needed to validate these findings.</p>
</abstract>
<kwd-group>
<kwd>brain natriuretic peptide</kwd>
<kwd>cancer</kwd>
<kwd>inferior vena cava</kwd>
<kwd>transthoracic echocardiography</kwd>
<kwd>hypovolemia</kwd>
</kwd-group><funding-group><funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement></funding-group><counts>
<fig-count count="0"/>
<table-count count="2"/><equation-count count="0"/><ref-count count="7"/><page-count count="4"/><word-count count="0"/></counts><custom-meta-group><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Cardio-Oncology</meta-value></custom-meta></custom-meta-group>
</article-meta>
</front>
<body><sec id="s1" sec-type="intro"><title>Introduction</title>
<p>Hypovolemia, a state of decreased intravascular fluid, is frequently seen in patients with cancer because of catabolism, cachexia, and decreased oral intake (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). However, volume status assessment in this population is often difficult because of competing comorbid conditions. Brain natriuretic peptide (BNP), a cardiac neurohormone secreted by the stretched ventricles during increased pressure, is a diagnostic tool for heart failure and is affected by cancer-related treatments (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>). The size of the inferior vena cava (IVC) is a tool to assess volume status. A dilated IVC is indicative of hypervolemia and a collapsible IVC is indicative of hypovolemia (<xref ref-type="bibr" rid="B5">5</xref>). Using IVC diameter as a marker for fluid status, measured by a transthoracic echocardiogram (TTE), we, in this study, evaluated the relationship between hypovolemia and BNP levels in patients undergoing cancer-related therapy. We hypothesized that a small IVC diameter would correlate with BNP levels &#x003C;10&#x2005;pg/mL. We strictly adhered to the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) guidelines while conducting this retrospective study.</p>
</sec>
<sec id="s2" sec-type="methods"><title>Methods</title>
<p>A total of 89 patients (age range 18&#x2013;80 years) with solid malignancies and currently undergoing chemo- or radiation therapy were categorized into 3 groups based on BNP values: undetectable (BNP &#x003C;10&#x2005;pg/mL), normal (BNP 10&#x2013;100&#x2005;pg/mL), and high (BNP &#x003E;100&#x2005;pg/mL). Patients with the following comorbidities likely to affect BNP levels were excluded from the analysis: renal failure, atrial fibrillation, uncontrolled hypertension [systolic blood pressure (BP) &#x003E;140&#x2005;mmHg in any of the last three clinic visits], pulmonary disease, age &#x003E;80 years, and obesity (BMI &#x003E;30&#x2005;kg/m<sup>2</sup>). Retrospective data were obtained between 2016 and 2023 from the Rush Medical Center Cardio-Oncology Registry. IVC measurements were acquired by three blinded observers (two medical trainees and a board-certified reference cardiologist) from TTEs obtained within 2 weeks of BNP measurements. Small IVC was defined as maximal diameter less than 1.2&#x2005;cm with a high degree of respiratory collapsibility according to the American Society of Echocardiography guidelines. Ordinal regression was used to calculate the adjusted odds ratio (OR) with a 95&#x0025; confidence interval (CI) of the measured IVC diameters per data point. The difference in OR for IVC diameters was compared between the three BNP groups.</p>
</sec>
<sec id="s3" sec-type="results"><title>Results</title>
<p>There were 26, 31, and 32 patients with median ages of 54.89, 59.06, and 65.22 years in the undetectable, normal, and high BNP groups, respectively. The Intraclass Correlation Coefficient among all observers was 0.805 (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001). A statistically significant stepwise categorical drop in BNP levels was associated with a categorically small IVC diameter (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.003; <xref ref-type="table" rid="T1">Table&#x00A0;1</xref>). In the univariate analysis, a categorical (undetectable) BNP &#x003C;10&#x2005;pg/mL compared with normal or high BNP was significantly associated with a small IVC diameter suggestive of hypovolemia (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.005; OR 3.90, 95&#x0025; CI [1.55, 10.6]). This relationship held when adjusted for age in Model 1 (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.01; OR 3.39, 95&#x0025; CI [1.33, 9.27]), and age, sex, BMI, systolic BP, creatinine, and albumin in Model 2 (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.001; OR 7.04, 95&#x0025; CI [2.31, 24.67]) (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap id="T1" position="float"><label>Table&#x00A0;1</label>
<caption><p>Baseline characteristics.</p></caption>
<table>
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Variables</th>
<th valign="top" align="center">Overall<break/><italic>N</italic>&#x2009;&#x003D;&#x2009;89</th>
<th valign="top" align="center">&#x003C;10<break/><italic>N</italic>&#x2009;&#x003D;&#x2009;26</th>
<th valign="top" align="center">11&#x2013;100<break/><italic>N</italic>&#x2009;&#x003D;&#x2009;31</th>
<th valign="top" align="center">&#x003E;100<break/><italic>N</italic>&#x2009;&#x003D;&#x2009;32</th>
<th valign="top" align="center"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" style="background-color:#d9d9d9" colspan="6">Demographics<xref ref-type="table-fn" rid="TF2"><sup>a</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Age (mean&#x2009;&#x00B1;&#x2009;SD)</td>
<td valign="top" align="center">59.99&#x2009;&#x00B1;&#x2009;12.19</td>
<td valign="top" align="center">54.89&#x2009;&#x00B1;&#x2009;13.88</td>
<td valign="top" align="center">59.06&#x2009;&#x00B1;&#x2009;12.80</td>
<td valign="top" align="center">65.22&#x2009;&#x00B1;&#x2009;7.37</td>
<td valign="top" align="center">0.004</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9d9d9" colspan="5">&#x2003;Sex</td>
<td valign="top" align="center" style="background-color:#d9d9d9" colspan="1">0.79</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2003;Female (&#x0025;)</td>
<td valign="top" align="center">61 (67&#x0025;)</td>
<td valign="top" align="center">19 (70&#x0025;)</td>
<td valign="top" align="center">22 (69&#x0025;)</td>
<td valign="top" align="center">20 (62&#x0025;)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2003;Male (&#x0025;)</td>
<td valign="top" align="center">30 (33&#x0025;)</td>
<td valign="top" align="center">8 (30&#x0025;)</td>
<td valign="top" align="center">10 (31&#x0025;)</td>
<td valign="top" align="center">12 (38&#x0025;)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;BMI&#x2009;&#x00B1;&#x2009;SD</td>
<td valign="top" align="center">30.44&#x2009;&#x00B1;&#x2009;9.20</td>
<td valign="top" align="center">31.53&#x2009;&#x00B1;&#x2009;8.67</td>
<td valign="top" align="center">29.73&#x2009;&#x00B1;&#x2009;9.47</td>
<td valign="top" align="center">30.22&#x2009;&#x00B1;&#x2009;9.56</td>
<td valign="top" align="center">0.75</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9d9d9" colspan="5">Total number of comorbidities<xref ref-type="table-fn" rid="TF2"><sup>a</sup></xref></td>
<td valign="top" align="center" style="background-color:#d9d9d9" colspan="1">0.88</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;0 (&#x0025;)</td>
<td valign="top" align="center">4 (4.4&#x0025;)</td>
<td valign="top" align="center">2 (7.4&#x0025;)</td>
<td valign="top" align="center">1 (3.1&#x0025;)</td>
<td valign="top" align="center">1 (3.1&#x0025;)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;1 (&#x0025;)</td>
<td valign="top" align="center">29 (32&#x0025;)</td>
<td valign="top" align="center">9 (33&#x0025;)</td>
<td valign="top" align="center">10 (31&#x0025;)</td>
<td valign="top" align="center">10 (31&#x0025;)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;2 (&#x0025;)</td>
<td valign="top" align="center">34 (37&#x0025;)</td>
<td valign="top" align="center">10 (37&#x0025;)</td>
<td valign="top" align="center">11 (34&#x0025;)</td>
<td valign="top" align="center">13 (41&#x0025;)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;3 (&#x0025;)</td>
<td valign="top" align="center">18 (20&#x0025;)</td>
<td valign="top" align="center">4 (15&#x0025;)</td>
<td valign="top" align="center">9 (28&#x0025;)</td>
<td valign="top" align="center">5 (16&#x0025;)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;4 (&#x0025;)</td>
<td valign="top" align="center">6 (6.6&#x0025;)</td>
<td valign="top" align="center">2 (7.4&#x0025;)</td>
<td valign="top" align="center">1 (3.1&#x0025;)</td>
<td valign="top" align="center">3 (9.4&#x0025;)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9d9d9" colspan="6">Cancer characteristics<xref ref-type="table-fn" rid="TF2"><sup>a</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Number with lung cancer</td>
<td valign="top" align="center">15 (16&#x0025;)</td>
<td valign="top" align="center">2 (7.4&#x0025;)</td>
<td valign="top" align="center">9 (28&#x0025;)</td>
<td valign="top" align="center">4 (12&#x0025;)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Number with breast cancer</td>
<td valign="top" align="center">28 (31&#x0025;)</td>
<td valign="top" align="center">8 (30&#x0025;)</td>
<td valign="top" align="center">11 (34&#x0025;)</td>
<td valign="top" align="center">9 (28&#x0025;)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Number treated with chemo</td>
<td valign="top" align="center">91 (100&#x0025;)</td>
<td valign="top" align="center">27 (100&#x0025;)</td>
<td valign="top" align="center">32 (100&#x0025;)</td>
<td valign="top" align="center">32 (100&#x0025;)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Number treated with anthracycline-based chemo</td>
<td valign="top" align="center">39 (45&#x0025;)</td>
<td valign="top" align="center">12 (48&#x0025;)</td>
<td valign="top" align="center">13 (43&#x0025;)</td>
<td valign="top" align="center">14 (44&#x0025;)</td>
<td valign="top" align="center">0.93</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Number treated with radiation therapy</td>
<td valign="top" align="center">38 (42&#x0025;)</td>
<td valign="top" align="center">9 (33&#x0025;)</td>
<td valign="top" align="center">14 (44&#x0025;)</td>
<td valign="top" align="center">15 (47&#x0025;)</td>
<td valign="top" align="center">0.55</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9d9d9" colspan="6">Laboratory parameters<xref ref-type="table-fn" rid="TF2"><sup>a</sup></xref></td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Sodium (mmol/L, mean&#x2009;&#x00B1;&#x2009;SD)</td>
<td valign="top" align="center">139.12&#x2009;&#x00B1;&#x2009;3.05</td>
<td valign="top" align="center">139.59&#x2009;&#x00B1;&#x2009;2.52</td>
<td valign="top" align="center">138.69&#x2009;&#x00B1;&#x2009;3.48</td>
<td valign="top" align="center">139.16&#x2009;&#x00B1;&#x2009;3.03</td>
<td valign="top" align="center">0.53</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Albumin (g/dL, mean&#x2009;&#x00B1;&#x2009;SD)</td>
<td valign="top" align="center">3.29&#x2009;&#x00B1;&#x2009;0.59</td>
<td valign="top" align="center">3.60&#x2009;&#x00B1;&#x2009;0.37</td>
<td valign="top" align="center">3.18&#x2009;&#x00B1;&#x2009;0.70</td>
<td valign="top" align="center">3.09&#x2009;&#x00B1;&#x2009;0.52</td>
<td valign="top" align="center">0.005</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;BUN (mg/dL, mean&#x2009;&#x00B1;&#x2009;SD)</td>
<td valign="top" align="center">17.31&#x2009;&#x00B1;&#x2009;10.40</td>
<td valign="top" align="center">12.54&#x2009;&#x00B1;&#x2009;4.13</td>
<td valign="top" align="center">14.91&#x2009;&#x00B1;&#x2009;4.90</td>
<td valign="top" align="center">23.75&#x2009;&#x00B1;&#x2009;14.38</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Creatinine (mg/dL, mean&#x2009;&#x00B1;&#x2009;SD)</td>
<td valign="top" align="center">1.05&#x2009;&#x00B1;&#x2009;0.76</td>
<td valign="top" align="center">0.87&#x2009;&#x00B1;&#x2009;0.30</td>
<td valign="top" align="center">0.88&#x2009;&#x00B1;&#x2009;0.21</td>
<td valign="top" align="center">1.37&#x2009;&#x00B1;&#x2009;1.18</td>
<td valign="top" align="center">0.011</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;TSH (uIU/mL, mean&#x2009;&#x00B1;&#x2009;SD)</td>
<td valign="top" align="center">1.61&#x2009;&#x00B1;&#x2009;2.21</td>
<td valign="top" align="center">1.19&#x2009;&#x00B1;&#x2009;0.92</td>
<td valign="top" align="center">1.57&#x2009;&#x00B1;&#x2009;1.29</td>
<td valign="top" align="center">2.12&#x2009;&#x00B1;&#x2009;3.53</td>
<td valign="top" align="center">0.39</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9d9d9" colspan="6">Hemodynamic measurements</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Systolic BP (mmHg, mean&#x2009;&#x00B1;&#x2009;SD)</td>
<td valign="top" align="center">124.88&#x2009;&#x00B1;&#x2009;21.32</td>
<td valign="top" align="center">124.02&#x2009;&#x00B1;&#x2009;27.69</td>
<td valign="top" align="center">127.16&#x2009;&#x00B1;&#x2009;14.61</td>
<td valign="top" align="center">123.29&#x2009;&#x00B1;&#x2009;21.32</td>
<td valign="top" align="center">0.75</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Diastolic BP (mmHg, mean&#x2009;&#x00B1;&#x2009;SD)</td>
<td valign="top" align="center">72.96&#x2009;&#x00B1;&#x2009;11.63</td>
<td valign="top" align="center">77.26&#x2009;&#x00B1;&#x2009;12.23</td>
<td valign="top" align="center">71.59&#x2009;&#x00B1;&#x2009;11.43</td>
<td valign="top" align="center">70.53&#x2009;&#x00B1;&#x2009;10.55</td>
<td valign="top" align="center">0.064</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Heart rate (bpm, mean&#x2009;&#x00B1;&#x2009;SD)</td>
<td valign="top" align="center">84.52&#x2009;&#x00B1;&#x2009;16.81</td>
<td valign="top" align="center">92.27&#x2009;&#x00B1;&#x2009;16.63</td>
<td valign="top" align="center">84.74&#x2009;&#x00B1;&#x2009;15.60</td>
<td valign="top" align="center">77.57&#x2009;&#x00B1;&#x2009;15.61</td>
<td valign="top" align="center">0.004</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Mean IVC diameter (mm)</td>
<td valign="top" align="center">15.7</td>
<td valign="top" align="center">12.6</td>
<td valign="top" align="center">15.5</td>
<td valign="top" align="center">18.9</td>
<td valign="top" align="center">0.003</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TF1"><p>BUN, blood urea nitrogen; BNP, brain natriuretic peptide; BP, blood pressure; BPM, beats per minute; Chemo, chemotherapy; IVC, inferior vena cava; SD, standard deviation; TSH, thyroid-stimulating hormone.</p></fn>
<fn id="TF2"><label>a</label>
<p>Cardiac (e.g., hypertension), endocrine (e.g., adrenal insufficiency), pulmonary (e.g., chronic obstructive pulmonary disease), renal (chronic kidney disease), and gastrointestinal comorbidities were adjusted for in the analysis.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T2" position="float"><label>Table&#x00A0;2</label>
<caption><p>Uni- and multivariate analyses of associations between undetectable BNP levels and small IVC diameter.</p></caption>
<table>
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left" colspan="4">Univariate analysis</th>
</tr>
<tr>
<th valign="top" align="left">Predictor variable</th>
<th valign="top" align="center">OR</th>
<th valign="top" align="center">95&#x0025; CI</th>
<th valign="top" align="center"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Small IVC diameter</td>
<td valign="top" align="center">3.92</td>
<td valign="top" align="center">1.55, 10.61</td>
<td valign="top" align="center">0.005</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9d9d9" colspan="4">Multivariate analysis: Model 1</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Effect</td>
<td valign="top" align="center">OR</td>
<td valign="top" align="center">95&#x0025; CI</td>
<td valign="top" align="center"><italic>p</italic>-value</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Small IVC diameter</td>
<td valign="top" align="center">3.39</td>
<td valign="top" align="center">1.34, 9.27</td>
<td valign="top" align="center">0.01</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9d9d9" colspan="4">Multivariate analysis: Model 2</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Effect</td>
<td valign="top" align="center">OR</td>
<td valign="top" align="center">95&#x0025; CI</td>
<td valign="top" align="center"><italic>p</italic>-value</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Small IVC diameter</td>
<td valign="top" align="center">7.04</td>
<td valign="top" align="center">2.31, 24.67</td>
<td valign="top" align="center">0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TF3"><p>BNP, brain natriuretic peptide; CI, confidence interval; IVC, inferior vena cava; OR, odds ratio.</p></fn>
<fn id="TF4"><p>Univariate and multivariate analyses for associations between undetectable BNP and small IVC diameter.</p></fn>
<fn id="TF5"><p>Model 1: IVC diameter adjusted for age.</p></fn>
<fn id="TF6"><p>Model 2: IVC diameter adjusted for age, sex, BMI, systolic blood pressure, creatinine, and albumin.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s4" sec-type="discussion"><title>Discussion</title>
<p>As expected in our patients with cancer, BNP levels are positively correlated with overall IVC diameter. However, our study is the first to demonstrate a correlation between undetectable BNP (&#x003C;10&#x2005;pg/mL) and hypovolemic status assessed by IVC diameter, even after adjusting for relevant variables. This finding highlights the potential use of BNP levels as a non-invasive tool to assess volume status in this specific patient population. Nonetheless, while the wide CIs indicate limitations with relation to the small sample size, the association between undetectable BNP levels and hypovolemia, which were evaluated by IVC size, is supported by the large observed ORs. These large ORs are reassuring and suggest a potentially meaningful relationship that warrants further clinical investigation. If this relationship is confirmed in larger cohorts, this finding could have important implications for a non-invasive and cost-effective assessment of volume status in patients with cancer undergoing therapy. Second, the retrospective design of our study limits the ability to infer causality, as temporal relationships cannot be completely controlled. In particular, the temporal discrepancy between the BNP and the IVC measurements, which were performed within a 2-week window, may have introduced a variability and a biased component in the study, given the fluctuating nature of volume status. Third, we excluded patients with BMI &#x003E; 30&#x2005;kg/m<sup>2</sup> to avoid a potential confounding factor, as obesity is known to suppress circulating BNP levels: prior community-based data demonstrated that obese individuals had significantly lower BNP concentrations compared with their lean counterparts (<xref ref-type="bibr" rid="B6">6</xref>).</p>
<p>However, excluding individuals with BMI &#x003E;30&#x2005;kg/m<sup>2</sup> limits the generalizability of our findings in oncology populations. Further studies should include obese individuals to improve the real-world applicability of our study. Last, while BNP levels are frequently used to measure volume status, their gene expression can also be upregulated at a transcriptional and translational level by systemic inflammation and malignancy-related cytokines such as IL-6 and TNF-&#x03B1; in cardiac myocytes (<xref ref-type="bibr" rid="B7">7</xref>). This is relevant particularly in cancer patients, because BNP levels can be elevated in such patients independent of volume status. Although our study acknowledges this challenge in measuring BNP as a marker for cardiac volume status in cancer patients, we did not establish a control or measures for inflammatory markers. Overall, future research with larger sample sizes, wider demographics, and measurements taken closer together is recommended to further explore this relationship.</p>
</sec>
<sec id="s5" sec-type="conclusions"><title>Conclusion</title>
<p>In this study, it was found that in patients with cancer undergoing chemo- and/or radiation treatment, undetectable BNP levels were significantly associated with small IVC diameter as a marker of hypovolemia in multivariate analyses. In this group of patients, BNP measured with routine laboratory data is a readily available tool to identify individuals with hypovolemia where other measures of volume status such as physical examination findings may remain in the realm of uncertainty.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability"><title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material, and further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="ethics-statement"><title>Ethics statement</title>
<p>The studies involving humans were approved by the Rush University Medical Center. The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation was not required from the participants or the participants&#x0027; legal guardians/next of kin in accordance with the national legislation and institutional requirements.</p>
</sec>
<sec id="s8" sec-type="author-contributions"><title>Author contributions</title>
<p>AL: Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft. RQ: Methodology, Writing &#x2013; original draft, Conceptualization. BW: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AS: Data curation, Formal analysis, Writing &#x2013; review &#x0026; editing. LG: Writing &#x2013; review &#x0026; editing. TO: Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft, Data curation, Formal analysis, Conceptualization.</p>
</sec>
<sec id="s10" sec-type="COI-statement"><title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="ai-statement"><title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence, and reasonable efforts have been made to ensure accuracy, including review by the authors, wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec id="s12" sec-type="disclaimer"><title>Publisher&#x0027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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<fn-group>
<fn id="n1" fn-type="custom" custom-type="edited-by"><p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/468632/overview">Kyung-Sun Heo</ext-link>, Chungnam National University, Republic of Korea</p></fn>
<fn id="n2" fn-type="custom" custom-type="reviewed-by"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1723378/overview">Jekson Martiar Siahaan</ext-link>, Institut Kesehatan Deli Husada, Indonesia</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1756657/overview">Amir Zahirovic</ext-link>, University of Sarajevo, Bosnia and Herzegovina</p></fn>
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</article>