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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cardiovasc. Med.</journal-id>
<journal-title>Frontiers in Cardiovascular Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cardiovasc. Med.</abbrev-journal-title>
<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.2023.1228691</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cardiovascular Medicine</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Safety, accuracy, and prediction of prognosis in patients with end-stage chronic kidney disease undergoing dobutamine stress cardiac magnetic resonance imaging</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Weberling</surname><given-names>Lukas D.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<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/2183131/overview"/></contrib>
<contrib contrib-type="author"><name><surname>Seitz</surname><given-names>Sebastian</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref></contrib>
<contrib contrib-type="author"><name><surname>Salatzki</surname><given-names>Janek</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/1496476/overview" /></contrib>
<contrib contrib-type="author"><name><surname>Ochs</surname><given-names>Andreas</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib>
<contrib contrib-type="author"><name><surname>Haney</surname><given-names>Ail&#x00ED;s C.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/2384233/overview" /></contrib>
<contrib contrib-type="author"><name><surname>Siry</surname><given-names>Deborah</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib>
<contrib contrib-type="author"><name><surname>Heins</surname><given-names>Jannick</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/2363668/overview" /></contrib>
<contrib contrib-type="author"><name><surname>Steen</surname><given-names>Henning</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/1511721/overview" /></contrib>
<contrib contrib-type="author"><name><surname>Frey</surname><given-names>Norbert</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/1571151/overview" /></contrib>
<contrib contrib-type="author"><name><surname>Andr&#x00E9;</surname><given-names>Florian</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/1287029/overview" /></contrib>
</contrib-group>
<aff id="aff1"><label><sup>1</sup></label><addr-line>Department of Cardiology, Angiology and Pneumology</addr-line>, <institution>Heidelberg University Hospital</institution>, <addr-line>Heidelberg</addr-line>, <country>Germany</country></aff>
<aff id="aff2"><label><sup>2</sup></label><institution>DZHK (German Centre for Cardiovascular Research), Partner Site Heidelberg/Mannheim</institution>, <country>Germany</country></aff>
<aff id="aff3"><label><sup>3</sup></label><institution>MVZ-DRZ Heidelberg</institution>, <addr-line>Heidelberg</addr-line>, <country>Germany</country></aff>
<aff id="aff4"><label><sup>4</sup></label><institution>Medneo</institution>, <addr-line>Hamburg</addr-line>, <country>Germany</country></aff>
<author-notes>
<fn fn-type="edited-by"><p><bold>Edited by:</bold> Arunark Kolipaka, The Ohio State University, United States</p></fn>
<fn fn-type="edited-by"><p><bold>Reviewed by:</bold> Dominik Buckert, Ulm University Medical Center, Germany Oliver Bruder, Elisabeth-Krankenhaus Essen, Germany</p></fn>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Lukas D. Weberling <email>lukas.weberling@med.uni-heidelberg.de</email></corresp>
<fn fn-type="other" id="fn001"><p>Abbreviations CAD, coronary artery disease; CMR, cardiac magnetic resonance imaging; CKD, chronic kidney disease; GFR, glomerular filtration rate; MACE, major adverse cardiac event; NSF, nephrogenic systemic fibrosis; SD, standard deviation.</p></fn>
</author-notes>
<pub-date pub-type="epub"><day>30</day><month>08</month><year>2023</year></pub-date>
<pub-date pub-type="collection"><year>2023</year></pub-date>
<volume>10</volume><elocation-id>1228691</elocation-id>
<history>
<date date-type="received"><day>25</day><month>05</month><year>2023</year></date>
<date date-type="accepted"><day>10</day><month>08</month><year>2023</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2023 Weberling, Seitz, Salatzki, Ochs, Haney, Siry, Heins, Steen, Frey and Andr&#x00E9;.</copyright-statement>
<copyright-year>2023</copyright-year><copyright-holder>Weberling, Seitz, Salatzki, Ochs, Haney, Siry, Heins, Steen, Frey and Andr&#x00E9;</copyright-holder><license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://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.</p></license>
</permissions>
<abstract>
<sec><title>Introduction</title>
<p>Advanced chronic kidney disease (CKD) is an independent risk factor for coronary artery disease (CAD). Due to its unique uremia-derived pathophysiology of atherosclerosis and the limitations of using potentially harmful contrast agents, the best non-invasive approach to assess CAD in these patients remains unclear. We sought to investigate the accuracy, safety, and prognosis of patients with severe CKD undergoing dobutamine stress cardiac magnetic resonance imaging (CMR).</p>
</sec>
<sec><title>Materials and methods</title>
<p>In this retrospective, single-center study, patients on dialysis or with a glomerular filtration rate of &#x003C;15&#x2005;ml/min/1.73&#x2005;m<sup>2</sup> who underwent dobutamine stress CMR were included. A rest and stress wall motion analysis was performed using dobutamine/atropine as stressor. The target heart rate was 85&#x0025; of the maximum heart rate. Periprocedural adverse events and 1-year follow-up data were obtained.</p>
</sec>
<sec><title>Results</title>
<p>A total of 176 patients (127 men, 49 women) with a mean age of 60.9&#x2009;&#x00B1;&#x2009;14.7 years were included, of which 156 patients were on permanent dialysis. Short-term symptoms such as angina or shortness of breath during stress CMR were frequent (22.1&#x0025;), but major complications were rare (one patient with myocardial infarction, 0.6&#x0025;). The 1-year event rate was high (16.4&#x0025;) with a significant independent correlation to reduced ejection fraction at rest (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.037) and failure to achieve the target heart rate (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.029). The overall accuracy for predicting significant CAD was good (sensitivity of 71.4&#x0025;, specificity of 98.4&#x0025;) and excellent if the target heart rate was achieved (83.3&#x0025;, 97.9&#x0025;). A negative stress CMR was highly predictive for the absence of major adverse cardiac event or any coronary revascularization during the 1-year follow-up (negative predictive value of 95.0&#x0025;).</p>
</sec>
<sec><title>Discussion</title>
<p>Dobutamine stress CMR is a safe and accurate diagnostic imaging technique in patients at advanced stages of chronic kidney disease. A reduced ejection fraction and the inability to reach the target heart rate are independent predictors of a poor outcome.</p>
</sec>
</abstract>
<kwd-group>
<kwd>CMR</kwd>
<kwd>cardiovascular imaging</kwd>
<kwd>CAD</kwd>
<kwd>dialysis</kwd>
<kwd>dobutamine</kwd>
<kwd>chronic kidney disease</kwd>
</kwd-group>
<contract-num rid="cn001">D.10021788</contract-num>
<contract-sponsor id="cn001">Rotation Grand</contract-sponsor>
<counts>
<fig-count count="3"/>
<table-count count="3"/><equation-count count="0"/><ref-count count="42"/><page-count count="0"/><word-count count="0"/></counts><custom-meta-wrap><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Cardiovascular Imaging</meta-value></custom-meta></custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1"><label>1.</label><title>Introduction</title>
<p>Chronic kidney disease (CKD) is an independent risk factor for coronary artery disease (CAD) (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). Patients with CKD are at a three times higher risk for CAD than age- and sex-matched patients with normal renal function (<xref ref-type="bibr" rid="B3">3</xref>). Apart from established cardiovascular risk factors (e.g., arterial hypertension, smoking), patients with advanced CKD exhibit a set of uremia-related and paracrine-associated risk factors such as extensive calcification, chronic volume overload, sympathetic overactivity, hyperparathyroidism, oxidative stress, and endothelial dysfunction (<xref ref-type="bibr" rid="B4">4</xref>). These specific risk factors reduce the benefit of therapies traditionally applied to patients with CAD. For instance, statin use is not associated with a decreased cardiovascular mortality in patients on dialysis (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>). Cardiovascular events remain the leading cause of death even after a successful kidney transplantation, making an accurate diagnostic testing strategy and risk stratification indispensable (<xref ref-type="bibr" rid="B7">7</xref>). However, non-invasive imaging for patients with CAD is challenging in patients with advanced CKD. Coronary computed tomography angiography requires iodine-based, potentially nephrotoxic contrast agents and extensive calcifications, a typical and early phenomenon observed in patients with CKD, significantly decrease diagnostic accuracy (<xref ref-type="bibr" rid="B8">8</xref>&#x2013;<xref ref-type="bibr" rid="B10">10</xref>). Non-invasive stress tests such as stress echocardiography, nuclear perfusion imaging, and stress cardiac magnetic resonance imaging (CMR) are widely used in patients with CAD, and the optimal diagnostic strategy for CAD in patients with CKD is a subject of current research and scientific discussion (<xref ref-type="bibr" rid="B4">4</xref>). To date, stress CMRs are predominantly perfusion examinations using gadolinium-based contrast agents (GBCA) and vasodilators such as adenosine, regadenoson, or dipyridamole to assess myocardial perfusion. Perfusion stress CMR is regarded very safe, and its accuracy is non-inferior to that of the current reference standard, i.e., the invasive fractional flow reserve measurements (<xref ref-type="bibr" rid="B11">11</xref>&#x2013;<xref ref-type="bibr" rid="B15">15</xref>). However, reports of the rare but serious nephrogenic systemic fibrosis (NSF) after administering GBCA in patients with advanced CKD (mostly patients on dialysis) have changed clinical practice (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>). For that reason, in patients with a glomerular filtration rate (GFR) of &#x003C;30&#x2005;ml/min/1.73&#x2005;m&#x00B2;, stress CMR exams are often performed without a contrast agent using the inotropic effect of dobutamine. However, the diagnostic accuracy and periprocedural safety of dobutamine stress CMR in patients with advanced CDK and especially patients on dialysis is currently not fully understood, since only a few studies with small case numbers have investigated the topic (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>). A differing underlying pathophysiology for CAD and the extensive comorbidities found in patients with typical advanced CDK lead to the assumption that the excellent safety and diagnostic accuracy of dobutamine stress CMR is possibly not transferable to patients with advanced CDK. This study sought to investigate the safety, accuracy, and predictive power of dobutamine stress CMR in patients with advanced CDK in a high-volume university CMR center.</p>
</sec>
<sec id="s2"><label>2.</label><title>Materials and methods</title>
<sec id="s2a"><label>2.1.</label><title>Study population and design</title>
<p>The CMR database was searched for all patients with (i) a dobutamine stress CMR and (ii) chronic kidney failure as defined by a GFR of &#x003C;15&#x2005;ml/min/1.73&#x2005;m<sup>2</sup> or patients on permanent dialysis for at least 3 months according to the current guidelines (<xref ref-type="bibr" rid="B19">19</xref>). In all patients, the hospital information system was searched for complementary information on cardiovascular comorbidities, cardiovascular risk factors, and etiology of kidney failure. As per standard, information with regard to dobutamine dosage, stress CMR results, and vital parameters before, during, and after the exam as well as periprocedural complications are documented for all patients during their CMR. Periprocedural occurrences of symptoms were categorized as symptoms that are mild or moderate (angina, shortness of breath, or palpitations), severe symptoms with a need for medication (beta blockers intravenously or glyceryl trinitrate sublingually), and symptoms with need to abort the exam. Major complications were defined as death, life-threatening arrhythmia, myocardial infarction, or other life-threatening event with potential permanent impact on the health of the patients. The patients were followed up for up to 1 year after the exam, and the outcome was categorized into the following: no event, major adverse cardiac event (MACE) including myocardial infarction or cardiovascular death, major non-cardiac event (e.g., stroke, non-cardiac death), and incomplete follow-up (&#x003C;12 months had passed since the exam or lost to follow-up). To assess the prognostic impact of stress CMR, a true negative stress exam was assumed if no MACE, no coronary revascularization therapy (stent, bypass), and no invasive coronary angiography with an evidence of a &#x003E;70&#x0025; stenosis occurred during the 12 months of follow-up. Similarly, if any of the before-mentioned events did occur, a true positive stress exam was assumed.</p>
</sec>
<sec id="s2b"><label>2.2.</label><title>CMR acquisition protocol</title>
<p>The examinations were performed on a 1.5 or 3&#x2005;T MRI scanner (Ingenia and IngeniaCX, Philips Healthcare, Best, Netherlands). For the stress test, cine images of three long axis (two-, three-, four-chamber view) and of three short axis (basal, midventricular, apical) views were obtained using a steady-state free precession with 35 phases per cardiac cycle during a breath-hold. The maximum heart rate for each patient was calculated using the formula HR<sub>max&#x2009;</sub>&#x003D;&#x2009;220&#x2009;&#x2013;&#x2009;patient age. The target heart rate was defined as &#x2265;85&#x0025; of the maximum heart rate. The dobutamine dosage was chosen according to weight starting at 10&#x2005;&#x00B5;g/kg/min and incrementally increased by 10&#x2005;&#x00B5;g/kg/min every 3&#x2005;min up to a maximum of 40&#x2005;&#x00B5;g/kg/min until the target heart rate was reached. If the heart rate response was insufficient (&#x003C;85&#x0025; of the maximum heart rate), additional medication of up to 2&#x2005;mg atropine was used intravenously in the absence of contraindications. The vectorcardiogram, oxygen saturation, and blood pressure of all patients were monitored at any moment, and a cardiologist was always present. The patients were able to communicate with the technician or doctor during the exam via intercom and were regularly asked for the occurrence of symptoms. Stress testing was aborted in the incidence of severe, non-tolerable symptoms such as chest pain or dyspnea, a decrease in systolic blood pressure of &#x003E;40&#x2005;mmHg, hypertension of &#x003E;220/120&#x2005;mmHg, severe arrhythmias, or an evidence of a positive stress result. A positive stress result was defined as new or worsening wall motion abnormality in &#x2265;1 segment according to literature (<xref ref-type="bibr" rid="B20">20</xref>).</p>
</sec>
<sec id="s2c"><label>2.3.</label><title>Ethical approval</title>
<p>This retrospective study was approved by the Ethical Committee of the University of Heidelberg (S-151/2019). Due to the retrospective nature of the study, the ethical committee did not require an additional informed consent.</p>
</sec>
<sec id="s2d"><label>2.4.</label><title>Statistical analysis</title>
<p>Analyses were carried out using the R language and environment for statistical computing (version 4.2.1) with the user interface R Studio (version 2022.07.0/548) (<xref ref-type="bibr" rid="B21">21</xref>). Normal distribution was assessed using the Shapiro&#x2013;Wilk test. Parametric variables are given as mean&#x2009;&#x00B1;&#x2009;standard deviation (SD), and non-parametric variables are given as median with interquartile range. For the comparison of normally distributed variables between two groups, the Welch two sample <italic>t</italic>-test was used. Non-parametrically distributed variables were tested for differences using the Wilcoxon rank-sum test. To analyze the survival probability, a log-rank test (single predictors) and a cox proportional hazard model (multiple predictors: target heart rate achieved, stress result, ejection fraction) were employed, and a Kaplan&#x2013;Meier estimator was calculated. The <italic>a priori</italic> significance level was set to <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05.</p>
</sec>
</sec>
<sec id="s3"><label>3.</label><title>Results</title>
<sec id="s3a"><label>3.1.</label><title>Study population</title>
<p>A total of 18,057 patients were screened, and 176 patients met the inclusion criteria. The study cohort consisted of 127 men and 49 women with a mean age of 60.9&#x2009;&#x00B1;&#x2009;14.7 years. Of those patients, 156 were on permanent dialysis. The underlying pathology for end-stage chronic kidney disease was diabetic nephropathy in 39, hypertensive nephropathy in 17, glomerulonephritis in 50, polycystic kidney disease in 20, tubulointerstitial kidney disease in 13, and other or unknown cause in 37 patients. In 138 patients (78.4&#x0025;), an invasive coronary angiography was available for direct comparison, which was performed at a median of 123 days (21; 472) before or after CMR. This showed a one-vessel coronary artery disease in 23 patients (15 left anterior descending, five left circumflex, and three right coronary artery), a two-vessel disease in 23 patients, a three-vessel disease in 78 patients, and no coronary artery disease in 14 patients. An involvement of the left main coronary artery was present in 52 patients. The detailed patient characteristics are given in <xref ref-type="table" rid="T1">Table&#x00A0;1</xref>.</p>
<table-wrap id="T1" position="float"><label>Table 1</label>
<caption><p>Overview of the characteristics of all included patients.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="center"/>
</colgroup>
<tbody>
<tr>
<td valign="top" align="left">Total number of patients</td>
<td valign="top" align="center">176</td>
</tr>
<tr>
<td valign="top" align="left">Men</td>
<td valign="top" align="center">127 (72.2&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">Age (years)</td>
<td valign="top" align="center">60.9&#x2009;&#x00B1;&#x2009;14.7</td>
</tr>
<tr>
<td valign="top" align="left">Undergoing kidney transplantation evaluation</td>
<td valign="top" align="center">95 (54.0&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">Patients on dialysis</td>
<td valign="top" align="center">156 (88.6&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Hemodialysis</td>
<td valign="top" align="center">134 (76.1&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Peritoneal dialysis</td>
<td valign="top" align="center">22 (12.5&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Risk factors for CAD</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Hypertension</td>
<td valign="top" align="center">151 (85.8&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Smoking habit<xref ref-type="table-fn" rid="table-fn1"><sup>a</sup></xref></td>
<td valign="top" align="center">77 (43.8&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Hyperlipidemia</td>
<td valign="top" align="center">80 (45.5&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Diabetes</td>
<td valign="top" align="center">78 (44.3&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Family history</td>
<td valign="top" align="center">19 (10.8&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;BMI (kg/m<sup>2</sup>)</td>
<td valign="top" align="center">26.4&#x2009;&#x00B1;&#x2009;4.6</td>
</tr>
<tr>
<td valign="top" align="left">Known CAD</td>
<td valign="top" align="center">101 (57.4&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Prior myocardial infarction</td>
<td valign="top" align="center">45 (25.6&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Prior percutaneous coronary intervention</td>
<td valign="top" align="center">66 (37.5&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Prior coronary bypass surgery</td>
<td valign="top" align="center">4 (2.3&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">Prior atherosclerosis other than CAD<xref ref-type="table-fn" rid="table-fn2"><sup>b</sup></xref></td>
<td valign="top" align="center">39 (22.2&#x0025;)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn1"><label><sup>a</sup></label><p>Current and ex-smokers.</p></fn>
<fn id="table-fn2"><label><sup>b</sup></label><p>Peripheral artery disease or carotid artery stenosis.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3b"><label>3.2.</label><title>CMR results</title>
<p>An occurrence of new onset of symptoms during stress CMR was frequent (22.1&#x0025;). Those were tolerable in 5.1&#x0025; of the patients, needed medication in 9.1&#x0025; or led to the abortion of the stress exam in 7.9&#x0025;. The reasons for the abortion of the stress exam were severe angina pectoris in six patients, a hypertensive crisis in four patients, severe shortness of breath in two patients, severe palpitations in two patients, and malaise in two patients. All symptoms diminished minutes after the exam. Major complications were rare with one case of a periprocedural non-ST elevation myocardial infarction (NSTEMI, 0.6&#x0025;). Stress CMR was successfully completed in 161 patients (91.5&#x0025;), of which 28 patients (17.4&#x0025;) had a positive stress result and 133 patients (82.6&#x0025;) had a negative stress result. A positive stress CMR was highly predictive for the presence of MACE, coronary revascularization, or an evidence of severe coronary artery stenosis (25 true positive patients, positive predictive value of 92.6&#x0025;). Similarly, a negative stress CMR was highly predictive for the absence of MACE, coronary revascularization, or an evidence of severe coronary artery stenosis for 1 year after the exam (negative predictive value of 92.2&#x0025;). A coronary revascularization during the 1-year follow-up was necessary in eight of the 133 patients with negative stress CMRs (four NSTEMI, one STEMI, three with high symptom burden and decision for percutaneous coronary intervention despite a negative stress CMR). The predictive value of a negative stress CMR further increased if only the patients with achieved target heart rate were included (a negative predictive value of 95.0&#x0025;). The testing accuracy of dobutamine stress CMR was excellent if the target heart rate was achieved (sensitivity of 83.3&#x0025;, specificity of 97.9&#x0025;), and it was good if the target heart rate was not achieved (sensitivity of 71.4&#x0025;, specificity of 98.4&#x0025;). The CMR characteristics, dosages of stress medications, and vital parameters before and during peak stress are given in <xref ref-type="table" rid="T2">Table&#x00A0;2</xref>. <xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref> illustrates the different results and stress test accuracy, and <xref ref-type="fig" rid="F2">Figure&#x00A0;2</xref> shows the exemplary result of a positive stress exam.</p>
<table-wrap id="T2" position="float"><label>Table 2</label>
<caption><p>Overview of the cine-derived cardiac measurements of all patients as well as vital signs before and on peak stress.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="center">Unit</th>
<th valign="top" align="center">Mean</th>
<th valign="top" align="center">SD</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">LVEDD</td>
<td valign="top" align="left">mm</td>
<td valign="top" align="center">51.6</td>
<td valign="top" align="center">7.1</td>
</tr>
<tr>
<td valign="top" align="left">LVESD</td>
<td valign="top" align="left">mm</td>
<td valign="top" align="center">34.5</td>
<td valign="top" align="center">8.9</td>
</tr>
<tr>
<td valign="top" align="left">LVEDV, indexed on BSA</td>
<td valign="top" align="left">ml/m&#x00B2;</td>
<td valign="top" align="center">93.7</td>
<td valign="top" align="center">29.5</td>
</tr>
<tr>
<td valign="top" align="left">LVESV, indexed on BSA</td>
<td valign="top" align="left">ml/m&#x00B2;</td>
<td valign="top" align="center">43.3</td>
<td valign="top" align="center">25.7</td>
</tr>
<tr>
<td valign="top" align="left">LV-EF</td>
<td valign="top" align="left">&#x0025;</td>
<td valign="top" align="center">56.2</td>
<td valign="top" align="center">12.3</td>
</tr>
<tr>
<td valign="top" align="left">MAPSE</td>
<td valign="top" align="left">Mm</td>
<td valign="top" align="center">10.4</td>
<td valign="top" align="center">3.1</td>
</tr>
<tr>
<td valign="top" align="left">Septum thickness</td>
<td valign="top" align="left">Mm</td>
<td valign="top" align="center">13.3</td>
<td valign="top" align="center">8.1</td>
</tr>
<tr>
<td valign="top" align="left">Lateral wall thickness</td>
<td valign="top" align="left">Mm</td>
<td valign="top" align="center">8.0</td>
<td valign="top" align="center">1.8</td>
</tr>
<tr>
<td valign="top" align="left">LV mass, indexed on BSA</td>
<td valign="top" align="left">g/m&#x00B2;</td>
<td valign="top" align="center">71.9</td>
<td valign="top" align="center">21.9</td>
</tr>
<tr>
<td valign="top" align="left">RVEDD</td>
<td valign="top" align="left">mm</td>
<td valign="top" align="center">45.5</td>
<td valign="top" align="center">7.6</td>
</tr>
<tr>
<td valign="top" align="left">TAPSE</td>
<td valign="top" align="left">mm</td>
<td valign="top" align="center">18.6</td>
<td valign="top" align="center">5.7</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4">Vital signs before stress</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Heart rate</td>
<td valign="top" align="left">/min</td>
<td valign="top" align="center">71.3</td>
<td valign="top" align="center">11.2</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;BP systolic<xref ref-type="table-fn" rid="table-fn4"><sup>a</sup></xref></td>
<td valign="top" align="left">mmHg</td>
<td valign="top" align="center">134.1</td>
<td valign="top" align="center">24.3</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;BP diastolic<xref ref-type="table-fn" rid="table-fn4"><sup>a</sup></xref></td>
<td valign="top" align="left">mmHg</td>
<td valign="top" align="center">68.3</td>
<td valign="top" align="center">15.6</td>
</tr>
<tr>
<td valign="top" align="left">Dobutamine dosage</td>
<td valign="top" align="left">&#x00B5;g/kg</td>
<td valign="top" align="center">39.0</td>
<td valign="top" align="center">3.8</td>
</tr>
<tr>
<td valign="top" align="left">Atropine dosage</td>
<td valign="top" align="left">mg</td>
<td valign="top" align="center">0.75</td>
<td valign="top" align="center">0.76</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4">Vital signs at peak stress</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Heart rate</td>
<td valign="top" align="left">/min</td>
<td valign="top" align="center">133.1</td>
<td valign="top" align="center">17.3</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;BP systolic<xref ref-type="table-fn" rid="table-fn5"><sup>b</sup></xref></td>
<td valign="top" align="left">mmHg</td>
<td valign="top" align="center">144.6</td>
<td valign="top" align="center">37.9</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;BP diastolic<xref ref-type="table-fn" rid="table-fn5"><sup>b</sup></xref></td>
<td valign="top" align="left">mmHg</td>
<td valign="top" align="center">69.8</td>
<td valign="top" align="center">19.3</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn3"><p>LV, left ventricle; LVEDD, LV end-diastolic diameter; LVESD, LV end-systolic diameter; LVEDV, LV end-diastolic volume; BSA, body surface area; LVESV, LV end-systolic volume; LV-EF, LV ejection fraction; MAPSE, mitral annular plane systolic excursion; RVEDD, right ventricular end-diastolic diameter; TAPSE, tricuspid annular plane systolic excursion; BP, blood pressure.</p></fn>
<fn id="table-fn4"><label><sup>a</sup></label><p>Available for 174 out of 176 patients.</p></fn>
<fn id="table-fn5"><label><sup>b</sup></label><p>Available for 173 out of 176 patients.</p></fn>
</table-wrap-foot>
</table-wrap>
<fig id="F1" position="float"><label>Figure 1</label>
<caption><p>Graphical demonstration of complication rates, achieved target heart rates, event rates, and calculated test accuracy. &#x002A;These patients were not included in the test accuracy calculation.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fcvm-10-1228691-g001.tif"/>
</fig>
<fig id="F2" position="float"><label>Figure 2</label>
<caption><p>A 55-year-old female patient undergoing dobutamine stress CMR prior to kidney transplantation. Her past medical history included a percutaneous coronary intervention of the right coronary artery with stent implantation but no myocardial infarctions. The LV-EF at rest was good (57&#x0025;), and the target heart rate of 142/min (86.1&#x0025; of HF<sub>max</sub>) was reached applying 40&#x2005;&#x00B5;g/kg/min dobutamine and 0.75&#x2005;mg atropine. Panel 1 shows the basal (<bold>A</bold>), midventricular (<bold>B</bold>), and apical (<bold>C</bold>) short axis slices at rest. Panel 2 shows images during peak stress, a globally reduced response to peak stress with emphasis on the anterior and lateral wall, and the apical slice (stars) is visible. Consecutive invasive coronary angiography showed a severe stenosis in the left anterior descendent artery (white arrow). The left circumflex artery (Panel 4, separate ostium) shows a moderate coronary stenosis (red arrow). The right coronary artery was inconspicuous beside the previous stent implantation.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fcvm-10-1228691-g002.tif"/>
</fig>
</sec>
<sec id="s3c"><label>3.3.</label><title>Outcome</title>
<p>A 1-year follow-up was obtainable for 171 out of 176 patients (97.2&#x0025;). Only one patient was lost to follow-up due to relocation to another country. For the remaining four patients, &#x003E;9 months but &#x003C;12 months had passed since the exam and the analysis of this study, which is the reason for their exclusion in the outcome evaluation. However, no events had occurred so far in these patients, who all had negative stress CMRs.</p>
<p>The clinical event rate was high in the study group as 16.4&#x0025; of patients experienced a major cardiac (9.4&#x0025;) or non-cardiac (7.0&#x0025;) event. A non-fatal NSTEMI was the main contributor to the cardiac events (4.7&#x0025;). The 1-year mortality rate was 10.6&#x0025; (18 patients) with cardiac events accounting for 4.1&#x0025; (seven patients) of events. A cumulative incidence of adverse events is shown in <xref ref-type="table" rid="T3">Table&#x00A0;3</xref>.</p>
<table-wrap id="T3" position="float"><label>Table 3</label>
<caption><p>Overview of the adverse events during and 12 months after dobutamine stress CMR.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="center"/>
</colgroup>
<tbody>
<tr>
<td valign="top" align="left">Periprocedural adverse events</td>
<td valign="top" align="center">40 (22.7&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Mild/moderate symptoms</td>
<td valign="top" align="center">9 (5.1&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Severe symptoms with need for medication<xref ref-type="table-fn" rid="table-fn6"><sup>a</sup></xref></td>
<td valign="top" align="center">16 (9.1&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Severe symptoms with abortion of stress exam<xref ref-type="table-fn" rid="table-fn7"><sup>b</sup></xref></td>
<td valign="top" align="center">14 (7.9&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2003;Angina pectoris</td>
<td valign="top" align="center">6 (3.4&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2003;Hypertensive crisis</td>
<td valign="top" align="center">4 (2.3&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2003;Shortness of breath</td>
<td valign="top" align="center">2 (1.1&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2003;Palpitations</td>
<td valign="top" align="center">2 (1.1&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2003;Malaise</td>
<td valign="top" align="center">2 (1.1&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Major complication</td>
<td valign="top" align="center">1 (0.6&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">Adverse event in the 12 months after CMR</td>
<td valign="top" align="center">28 (16.4&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Cardiac death</td>
<td valign="top" align="center">7 (4.1&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Major non-cardiac event<xref ref-type="table-fn" rid="table-fn8"><sup>c</sup></xref></td>
<td valign="top" align="center">12 (7.0&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Non-fatal NSTEMI</td>
<td valign="top" align="center">8 (4.7&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Non-fatal STEMI</td>
<td valign="top" align="center">1 (0.6&#x0025;)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn6"><label><sup>a</sup></label><p>Sublingual glyceryl trinitrate and/or intravenous beta blockers.</p></fn>
<fn id="table-fn7"><label><sup>b</sup></label><p>Two patients reported multiple symptoms.</p></fn>
<fn id="table-fn8"><label><sup>c</sup></label><p>Defined as non-cardiac death or stroke.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>No differences in the 1-year outcome (MACE and non-cardiac death) were found between patients with aborted vs. completed stress CMR (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.51). Similarly, there was no difference in the patient outcome after a positive vs. negative stress result (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.61, see <xref ref-type="fig" rid="F3">Figure&#x00A0;3B</xref>). However, the therapeutic regimen differed significantly as the positive stress tests were followed by an invasive revascularization in 13 out of 25 patients. Apart from the stress CMR results, the requests of the patient for further investigations, technical feasibility, symptoms, and expected benefit on the quality of life were among the factors influencing the shared decision making of further treatment. The patients with an invasive revascularization had a significantly better outcome than the patients not undergoing an invasive revascularization despite the positive stress results (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.02).</p>
<fig id="F3" position="float"><label>Figure 3</label>
<caption><p>The Kaplan&#x2013;Meier curves showing the event probability for the cumulative incidence of a major cardiac or non-cardiac event depending on the LV-EF (<bold>A</bold>) or stress result (<bold>B</bold>). (<bold>C</bold>) The occurrence of MACE in negative stress CMRs according to the heart rate response during stress. &#x002A;Of note, many positive stress CMRs were followed by revascularization therapy. Here, the outcome irrespective of therapy is shown highlighting the positive impact of reperfusion therapy with no significant difference in the outcome to patients with initially negative stress exam.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fcvm-10-1228691-g003.tif"/>
</fig>
<p>Regarding the multivariate analysis, a left ventricular ejection fraction (LV-EF) of &#x2264;35&#x0025; at rest was an independent predictor for a poor outcome (non-cardiac and cardiac events) in both the univariate (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.037) and multivariate (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.047) analysis (see <xref ref-type="fig" rid="F3">Figure&#x00A0;3A</xref>). Equally, the failure to achieve the target heart rate in non-aborted exams was an independent predictor for a poor outcome (see <xref ref-type="fig" rid="F3">Figure&#x00A0;3C</xref>, univariate <italic>p</italic>&#x2009;&#x003D;&#x2009;0.029, multivariate <italic>p</italic>&#x2009;&#x003D;&#x2009;0.047), and the occurrence of MACE was lowest in the patients with a negative stress result and reached target heart rate (4.9&#x0025; vs. 16.1&#x0025;, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.03).</p>
</sec>
</sec>
<sec id="s4"><label>4.</label><title>Discussion</title>
<p>Dobutamine stress CMR showed high diagnostic and prognostic accuracy in patients with advanced CKD and to our knowledge this is the largest study in this patient population. Despite its high cardiovascular risk and morbidity, serious adverse events were rare (0.6&#x0025;) during the CMR scanning, and the diagnostic results were highly predictive for patient outcomes.</p>
<p>The high occurrence rate of cardiac symptoms (22.1&#x0025;) is linked to a broader definition and thorough documentation by our technicians during the CMR. Those patients experiencing cardiac symptoms that did not lead to the termination of the stress exam are not reported in most comparable studies but comprise most of our reported symptoms (14.1&#x0025;) (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B24">24</xref>). In a dobutamine stress echocardiography study on 1,118 patients, which reported symptoms without stress exam termination, the observed frequency of angina pectoris was 19.3&#x0025; and was therefore comparable (<xref ref-type="bibr" rid="B25">25</xref>). When juxtaposing the rates of terminated stress exams, the rate of 8.5&#x0025; in our study on patients with advanced CKD is equivalent to the previous CMR studies reporting rates of 3.0&#x0025;&#x2013;11.0&#x0025; in all-comers (<xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B24">24</xref>). This is similar for major adverse events such as life-threatening arrhythmias, myocardial infarctions, or death that have been reported in up to 1.0&#x0025; for all-comers CMR dobutamine stress exams in the literature (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B26">26</xref>). The one major complication (0.6&#x0025;, myocardial infarction) in the presented study group of patients with advanced CDK is therefore comparable. In the studies also assessing dobutamine stress in patients with advanced CDK, no major adverse events were reported, but the case numbers were too small to account for such rare events (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B27">27</xref>).</p>
<p>In 23.3&#x0025; of negative stress CMRs in our study, the target heart rate was not achieved. The data on non-achieved target heart rates vary widely across literature, with a 2004 study by Wahl et al. (<xref ref-type="bibr" rid="B22">22</xref>) reporting 9.5&#x0025; and a 2011 study by Kelle et al. (<xref ref-type="bibr" rid="B20">20</xref>) reporting 22.8&#x0025; of dobutamine stress exams. Despite the varying heart rate response, the diagnostic test accuracy of our study group was good with a sensitivity of 71.4&#x0025; and specificity of 98.4&#x0025;. In the multivariate analysis, the inability to reach the target rate was an independent predictor of a poor outcome. Thus, those patients require specific attention by their treating cardiologist. In patients with an adequate heart rate response, the diagnostic accuracy was excellent (sensitivity of 83.3&#x0025;, specificity of 97.9&#x0025;) and comparable to all major CMR dobutamine studies assessing all-comers (<xref ref-type="bibr" rid="B28">28</xref>). There is only one study assessing the diagnostic accuracy in patients on dialysis showing a sensitivity of 100&#x0025; and specificity of 89&#x0025;, but a small case number (47 patients) and a large exclusion rate (24&#x0025;) limit the comparability to our study (<xref ref-type="bibr" rid="B18">18</xref>). To the best of our knowledge, no data exist on the prognostic implications of dobutamine stress CMRs in patients with advanced CDK. However, data does exist for other imaging modalities, and they show that in contrast to other patients with CAD, a large number of patients with advanced CDK with negative test results still experience adverse cardiac outcomes, which is similar to our study (<xref ref-type="bibr" rid="B29">29</xref>).</p>
<p>The 1-year cardiac event rate of 4.9&#x0025; in patients with a negative stress result and achieved target heart rate is noticeably higher than the rate of &#x223C;1.2&#x0025; reported in large studies for non-CKD patients (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B30">30</xref>). This reflects the high overall morbidity and mortality of (pre-) dialysis patients. In 2020, the annual mortality rate for all US hemodialysis patients was 186 deaths per 1,000 patient-years with 43&#x0025; of cardiac causes (<xref ref-type="bibr" rid="B31">31</xref>). In contrast, we observed an event rate of 16.4&#x0025; and death rate of 10.6&#x0025; for the whole study group. Here, a referral bias with either suspicion of significant CAD or indicated kidney transplantation evaluation (and therefore a dynamic deterioration of health) is most possibly causative for higher event rates, and echocardiography studies on dobutamine stress report equivalent event rates to our study (<xref ref-type="bibr" rid="B32">32</xref>). Nevertheless, several predictors influenced event rates. Apart from the abovementioned heart rate response, a reduced LV-EF at rest was also an independent predictor of a poor outcome, an observation that was previously reported for patients on dialysis undergoing dobutamine stress scintigraphy (<xref ref-type="bibr" rid="B27">27</xref>).</p>
<p>Several limitations of our study deserve to be discussed. First, the retrospective design of the study has possibly influenced the study results, and therefore prospective studies are needed to confirm the results. Second, the diagnostic accuracy was not compared with other modalities. Here, stress echocardiography and nuclear imaging are the most frequently used alternatives in patients with CKD, but the reported diagnostic accuracy varies widely and hinders direct comparison (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B33">33</xref>). In line with our study, both have been shown to predict outcome in patients with CKD (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B34">34</xref>). Third, only dobutamine and not perfusion stress CMR was assessed in our study. Perfusion stress CMR after infusion with adenosine or regadenoson is dependent on GBCA. Despite its better safety profile in comparison with dobutamine, its use has drastically declined in patients with advanced CDK after reports of tissue depositions (e.g., brain) and occurrence of the rare but severe NSF (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>). However, both entities are seen almost exclusively after administering linear GBCAs, which are either prohibited (Europe) or whose usage has significantly declined (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>). Considering the overall risk of NSF with modern macrocyclic GBCAs (estimated at &#x003C;0.07&#x0025;), the usage of perfusion CMR is worth discussing. Apart from that, other medication- and contrast-free CMR protocols have currently been evaluated and might serve as a valuable alternative in patients with CKD (<xref ref-type="bibr" rid="B39">39</xref>&#x2013;<xref ref-type="bibr" rid="B42">42</xref>).</p>
<p>In summary, dobutamine stress CMR is a safe and accurate non-invasive imaging modality for CAD risk stratification in patients with advanced CKD and especially in patients on dialysis. A reduced LV-EF and the inability to reach the target heart rate were independent predictors of a poor outcome. The high overall event rate of patients in this study supports the close observation of patients with advanced CDK by an interdisciplinary care team.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability"><title>Data availability statement</title>
<p>The datasets used and analyzed during the current study are available from the corresponding author on reasonable request.</p>
</sec>
<sec id="s6" sec-type="ethics-statement"><title>Ethics statement</title>
<p>The studies involving human participants were reviewed and approved by the Ethical Committee of the University of Heidelberg (S-151/2019). Written informed consent for participation was not required for this study in accordance with the national legislation and the institutional requirements.</p>
</sec>
<sec id="s7" sec-type="author-contributions"><title>Author contributions</title>
<p>Conceptualization: LW and FA; study design: LW; data acquisition: LW and SS; data interpretation: LW and FA; first manuscript draft: LW; manuscript revision: LW, SS, JS, AO, AH, DS, HS, NF, and FA. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s8" sec-type="funding-information"><title>Funding</title>
<p>LW was supported by the Rotation Grand (D.10021788) of the DZHK (German Centre for Cardiovascular Research). The DZHK did not have any influence on the design, analysis, or interpretation of the study. For the publication fee we acknowledge financial support by Deutsche Forschungsgemeinschaft within the funding programme &#x201C;Open Access Publikationskosten&#x201D; as well as by Heidelberg University.</p>
</sec>
<ack><title>Acknowledgments</title>
<p>We thank Daniel Asmussen and his team of MRI technicians for their outstanding acquisitions of CMR images at our department.</p>
</ack>
<sec id="s9" sec-type="COI-statement"><title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The reviewer OB declared a past co-authorship with the authors AO, NF, and FA to the handling editor.</p>
</sec>
<sec id="s10" 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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