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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Physiol.</journal-id>
<journal-title>Frontiers in Physiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Physiol.</abbrev-journal-title>
<issn pub-type="epub">1664-042X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">889190</article-id>
<article-id pub-id-type="doi">10.3389/fphys.2022.889190</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Physiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Cardiac output monitoring with pulmonary versus trans-cardiopulmonary thermodilution in left ventricular assist devices: Interchangeable methods?</article-title>
<alt-title alt-title-type="left-running-head">Quintana-Villamandos et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphys.2022.889190">10.3389/fphys.2022.889190</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Quintana-Villamandos</surname>
<given-names>Bego&#xf1;a</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="c001">&#x2a;</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/953543/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Barranco</surname>
<given-names>M&#xf3;nica</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fern&#xe1;ndez</surname>
<given-names>Ignacio</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1214500/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ruiz</surname>
<given-names>Manuel</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Del Ca&#xf1;izo</surname>
<given-names>Juan Francisco</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Anesthesiology and Intensive Care</institution>, <institution>Gregorio Mara&#xf1;&#xf3;n Hospital</institution>, <addr-line>Madrid</addr-line>, <country>Spain</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Pharmacology and Toxicology</institution>, <institution>Faculty of Medicine</institution>, <institution>Universidad Complutense</institution>, <addr-line>Madrid</addr-line>, <country>Spain</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Cardiovascular Surgery</institution>, <institution>Gregorio Mara&#xf1;&#xf3;n Hospital</institution>, <addr-line>Madrid</addr-line>, <country>Spain</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Surgery</institution>, <institution>Faculty of Medicine</institution>, <institution>Universidad Complutense</institution>, <addr-line>Madrid</addr-line>, <country>Spain</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/59713/overview">Eun Bo Shim</ext-link>, Kangwon National University, South Korea</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1006458/overview">Jean-Louis Vincent</ext-link>, Universit&#xe9; libre de Bruxelles, Belgium</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/509922/overview">Grace M. Arteaga</ext-link>, Mayo Clinic, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Bego&#xf1;a Quintana-Villamandos, <email>begoquinti@gmail.com</email>
</corresp>
<fn fn-type="present-address" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>
<bold>Present Address:</bold> Bego&#xf1;a Quintana-Villamandos, Department of Anaesthesiology Hospital Gregorio Mara&#xf1;&#xf3;n, Madrid, Spain</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Clinical and Translational Physiology, a section of the journal Frontiers in Physiology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>09</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>889190</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>03</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>08</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Quintana-Villamandos, Barranco, Fern&#xe1;ndez, Ruiz and Del Ca&#xf1;izo.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Quintana-Villamandos, Barranco, Fern&#xe1;ndez, Ruiz and Del Ca&#xf1;izo</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). 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>
<p>Cardiac output (CO) measurement is mandatory in patients with left ventricular assist devices (LVADs). Thermodilution with pulmonary artery catheter (PAC) remains the clinical gold standard to measure CO in these patients, however it is associated with several complications. Therefore, the agreement between PAC and new, minimally invasive monitoring methods in LVAD needs to be further investigated. The aim of this study was to assess the accuracy and reliability of transpulmonary thermodilution with a PiCCO2 monitor compared with pulmonary artery thermodilution with PAC in a LVAD. Continuous-flow LVADs were implanted in six mini-pigs to assist the left ventricle. We studied two methods of measuring CO&#x2014;intermittent transpulmonary thermodilution (CO<sub>TPTD</sub>) by PiCCO2 and intermittent pulmonary artery thermodilution by CAP, standard technique (CO<sub>PTD</sub>)&#x2014;obtained in four consecutive moments of the study: before starting the LVAD (basal moment), and with the LVAD started in normovolemia, hypervolemia (fluid overloading) and hypovolemia (shock hemorrhage). A total of 72 paired measurements were analysed. At the basal moment, CO<sub>TPTD</sub> and CO<sub>PTD</sub> were closely correlated (<italic>r</italic>
<sup>2</sup> &#x3d; 0.89), with a mean bias of &#x2212;0.085 &#xb1; 0.245&#xa0;L/min and percentage error of 16%. After 15&#xa0;min of partial support LVAD, CO<sub>TPTD</sub> and CO<sub>PTD</sub> were closely correlated (<italic>r</italic>
<sup>2</sup> &#x3d; 0.79), with a mean bias of &#x2212;0.040 &#xb1; 0.417&#xa0;L/min and percentage error of 26%. After inducing hypervolemia, CO<sub>TPTD</sub> and CO<sub>PTD</sub> were closely correlated (<italic>r</italic>
<sup>2</sup> &#x3d; 0.78), with a mean bias of &#x2212;0.093 &#xb1; 0.339&#xa0;L/min and percentage error of 13%. After inducing hypovolemia, CO<sub>TPTD</sub> and CO<sub>PTD</sub> were closely correlated (<italic>r</italic>
<sup>2</sup> &#x3d; 0.76), with a mean bias of &#x2212;0.045 &#xb1; 0.281&#xa0;L/min and percentage error of 28%. This study demonstrates a good agreement between transpulmonary thermodilution by PiCCO monitor and pulmonary thermodilution by PAC in the intermittent measurement of CO in a porcine model with a continuous-flow LVAD.</p>
</abstract>
<kwd-group>
<kwd>cardiac output</kwd>
<kwd>continuous-flow LVAD</kwd>
<kwd>minipig</kwd>
<kwd>pulmonary thermodilution</kwd>
<kwd>transpulmonary thermodilution</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>In the last decades, mechanical circulatory support has emerged as an option for patients with heart failure resistant to pharmacotherapy (<xref ref-type="bibr" rid="B32">Tickoo and Bardia, 2020</xref>). However, this therapy is associated with mortality, especially during the first 30 days postimplantation (<xref ref-type="bibr" rid="B23">Nepomuceno et al., 2020</xref>). Thus, cardiac output (CO) monitoring is essential in patients with left ventricular assist devices (LVADs) (<xref ref-type="bibr" rid="B4">Birati and Rame, 2014</xref>; <xref ref-type="bibr" rid="B33">Uriel et al., 2016</xref>). Pulmonary artery catheter (PAC) by pulmonary thermodilution is the standard technique for monitoring CO in patients with LVADs (<xref ref-type="bibr" rid="B30">Saxena et al., 2020</xref>). However, severe complications have been associated with this invasive form of hemodynamic monitoring in critically ill patients (<xref ref-type="bibr" rid="B7">Bossert et al., 2006</xref>).</p>
<p>New and less invasive hemodynamic monitoring techniques have emerged in recent years (<xref ref-type="bibr" rid="B19">Mateu Campos et al., 2012</xref>). The PiCCO (pulse index continuous cardiac output) system is currently the only monitor that uses transpulmonary thermodilution to measure CO. It is a minimally invasive form of monitoring (it requires only an arterial and a venous access) that provides information on blood flows and intravascular volumes (<xref ref-type="bibr" rid="B19">Mateu Campos et al., 2012</xref>. A PiCCO monitor can measure CO by pulse-contour analysis (continuously) or transpulmonary thermodilution (intermittently) (<xref ref-type="bibr" rid="B15">Halvorsen et al., 2006</xref>). Transpulmonary thermodilution is increasingly used for critically ill patients (<xref ref-type="bibr" rid="B31">Teboul et al., 2016</xref>). However, it has not yet been validated for hemodynamic monitoring in circulatory support devices.</p>
<p>Thus, in this study, we assess the agreement of the measured values of the PiCCO transpulmonary thermodilution CO (CO<sub>TPTD</sub>) with the pulmonary artery thermodilution CO (CO<sub>PTD</sub>) in a porcine model with a continuous-flow LVAD with normovolemia, hypervolemia (fluid overload), and hypovolemia (bleeding).</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and methods</title>
<p>The study was carried out in the Experimental Medicine and Surgery Unit of the Gregorio Mara&#xf1;&#xf3;n University General Hospital (ES280790000-087). The study was performed in accordance with European Union guidelines on the protection of animals used for experimental and other scientific purposes (Directive 2010/63/EU and Spanish Royal Decree RD 53/2013 BOE) and was approved by the Ethics Committee on animal studies at our institution.</p>
<sec id="s2-1">
<title>Anaesthesia and surgical protocol</title>
<p>We use six healthy mini-pigs with a mean weight of 42.8 &#xb1; 9.9&#xa0;kg. The previously described anesthetic protocol was applied (<xref ref-type="bibr" rid="B22">Morillas-Send&#xed;n et al., 2015</xref>; <xref ref-type="bibr" rid="B25">Quintana-Villamandos et al., 2021</xref>). After premedication with 20&#xa0;mg/kg intramuscular ketamine (Ketolar, Parke-Davis, Madrid, Spain) and 0.04&#xa0;mg/kg atropine (Atropina Braun, Serra Pamies, Reus, Spain), anesthesia was induced with 2.5&#xa0;&#x3bc;g/kg intravenous fentanyl (Fentanest, Kern Pharma, Barcelona, Spain) and 4&#xa0;mg/kg propofol (Diprivan 1%, AstraZeneca, Madrid, Spain). After tracheal intubation, each animal was connected to a volume-controlled ventilator (Dr&#xe4;ger SA1, Dr&#xe4;ger Medical AG, L&#xfc;beck, Germany) with an FIO<sub>2</sub> of 1, an inspiratory-to-expiratory ratio of 1:2, a tidal volume of 12&#x2013;15&#xa0;ml/kg and a respiratory rate adjusted to maintain normocapnia. Anesthesia was maintained with intravenous fentanyl (2.5&#xa0;&#x3bc;g/kg for 30&#xa0;min) and propofol in continuous infusion (11&#x2013;12&#xa0;mg/kg/h). All animals received an infusion of saline solution (8&#xa0;ml/kg/h). The PAC (7.5&#xa0;F Swan-Ganz CCOmbo catheter, Edwards Lifesciences, Irvine, CA, United States) was inserted into the right internal jugular vein for intermittent CO measurement by pulmonary thermodilution and connected to a monitor (Vigilance, Edwards Critical Care Division, Irvine, CA, United States). We used a PiCCO2 set (Pulsion Medical Systems, Munich, Germany) for intermittent CO measurement by transpulmonary thermodilution that consisted of three components: a catheter (5F, 20&#xa0;cm) inserted into the right femoral artery with a solid-state thermistor 5&#xa0;mm from its tip, an injection device that connects to the distal lumen of a standard central venous catheter (inserted into the left internal jugular vein) and the PiCCO2 monitor (connected to the right femoral catheter). Finally, an epicardial echocardiography was performed using the Vivid S5 system (GE Healthcare, Germany) equipped with a 4&#xa0;MHz probe (3Sc-RS, GE).</p>
<p>The established surgical protocol was applied (<xref ref-type="bibr" rid="B22">Morillas-Send&#xed;n et al., 2015</xref>; <xref ref-type="bibr" rid="B25">Quintana-Villamandos et al., 2021</xref>). A Biomedicus 540 centrifugal pump was implanted in the mini-pigs undergoing continuous-flow support. After median sternotomy, the animal was heparinised (4&#xa0;mg/kg), a partial aortic cross-clamp was applied (just for anastomosing the output cannula of the LVAD to the aorta), and at 2&#xa0;cm an aortotomy was performed. The output cannula of the LVAD was anastomosed to the ascending aorta, and the input cannula was placed through the apex of the left ventricle. Finally, both cannulas were connected to the device. Input flow was measured using an ultrasound transducer attached to the input cannula of the device.</p>
</sec>
<sec id="s2-2">
<title>Experimental protocol and measurements</title>
<p>The experimental protocol is summarised in <xref ref-type="fig" rid="F1">Figure 1</xref>. After sternotomy, an epicardial echocardiography was performed, and we excluded pigs with aortic insufficiency, tricuspid regurgitation, atrial septal defects or ventricular septal defects from the study. After implanting the LVAD, console parameters were adjusted to obtain a pump flow of 50% (partial support) of the baseline CO (before the LVAD is initiated) using the PAC. Measurements of CO using both methods&#x2014;CO<sub>PTD</sub> and CO<sub>TPTD</sub>&#x2014;were obtained before starting the LVAD, and then with partial support LVAD during three periods (after 15&#xa0;min of LVAD, after inducing hypervolemia, and after inducing hypovolemia). We induced hypervolemia with fluid overloading (75% serum saline &#x2b; 25% gelatine) to increase the mean arterial pressure to 130&#xa0;mmHg and/or the central venous pressure up to 20&#xa0;mmHg, and we induced hypovolemia by controlled hemorrhage to decrease the mean arterial pressure to around 50&#xa0;mmHg (<xref ref-type="bibr" rid="B1">Bendjelid et al., 2010</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Study design (experimental procedure). Left ventricular assist devices (LVADs).</p>
</caption>
<graphic xlink:href="fphys-13-889190-g001.tif"/>
</fig>
</sec>
<sec id="s2-3">
<title>Data analysis</title>
<p>The results are expressed as mean &#x2b; standard deviation (SD). CO determinations using the two methods, CO<sub>PTD</sub> (standard technique) and COT<sub>PTD</sub>, were compared at different moments using paired Student&#x2019;s <italic>t</italic>-test. Statistical significance was set at <italic>p</italic> &#x3c; 0.05. Bias was defined as the mean difference between the two methods. A comparison of the bias between the two methods was assessed by Bland&#x2013;Altman analysis (<xref ref-type="bibr" rid="B24">Odor et al., 2017</xref>). The percentage error was calculated as two SDs of the bias divided by the mean of the CO obtained by the standard technique. A percentage error of less than &#xb1;30% is recommended as clinically acceptable when comparing a new method to the current reference method (<xref ref-type="bibr" rid="B24">Odor et al., 2017</xref>). Linear regression analysis was used to assess the relationship between the CO values obtained by the two methods. The statistical analysis was performed using IBM SPSS Statistics for Windows, version 20.0 (IBM Corp, Armonk, NY, United States) and GraphPad Prism 6.0 (GraphPad Software, CA, United States).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>In the present study, a mini-pig presented with atrial septal defects (detected by echocardiography) and was therefore excluded from the study (this is crucial to prevent end-organ damage due to hypoxemia by a right&#x2013;left atrial shunt) (<xref ref-type="bibr" rid="B26">Quintana-Villamandos et al., 2012</xref>). A total of 72 paired measurements (three measurements from each stage per animal) were obtained from six consecutive mini-pigs. The reproducibility of the CO values over the study period is reported in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Cardiac output over the study period.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">Before LVAD</th>
<th align="center">LVAD 15&#xa0;min</th>
<th align="center">LVAD Hypervolemia</th>
<th align="center">LVAD Hypovolemia</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">CO<sub>TPTD</sub> (L/min)</td>
<td align="left">3.15 &#xb1; 0.72</td>
<td align="left">3.27 &#xb1; 0.60</td>
<td align="left">5.35 &#xb1; 0.57<sup>&#x2a;</sup>
</td>
<td align="left">2.09 &#xb1; 0.57<sup>&#x2a;</sup>
</td>
</tr>
<tr>
<td align="left">CO<sub>PTD</sub> (L/min)</td>
<td align="left">3.06 &#xb1; 0.64</td>
<td align="left">3.23 &#xb1; 0.85</td>
<td align="left">5.26 &#xb1; 0.71<sup>&#x2a;</sup>
</td>
<td align="left">2.04 &#xb1; 0.53<sup>&#x2a;</sup>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>LVAD, left ventricle assist device; CO<sub>TPTD</sub>, cardiac output by transpulmonary thermodilution; CO<sub>PTD</sub>, cardiac output by pulmonary artery thermodilution. Results are expressed as the mean &#xb1; standard deviation. &#x2a;<italic>p</italic> &#x3c; 0.05 LVAD (15&#xa0;min) vs. before LVAD or hypervolemia LVAD vs. LVAD (15&#xa0;min) or LVAD hypovolemia vs. LVAD hypervolemia. &#x2a;&#x2a;<italic>p</italic> &#x3c; 0.05 CO<sub>TPTD</sub>, vs. CO<sub>PTD.</sub> <italic>n</italic> &#x3d; 6 mini-pigs.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Before starting LVAD, there were no significant differences between the measured CO<sub>TPTD</sub> and CO<sub>PTD</sub> values (3.15 &#xb1; 0.72 vs. 3.06 &#xb1; 0.64&#xa0;L/min, respectively, <italic>p</italic> &#x3d; 0.16). CO<sub>TPTD</sub> and CO<sub>PTD</sub> were closely correlated (<italic>r</italic>
<sup>2</sup> &#x3d; 0.89), with a mean bias (&#xb1; SD) of &#x2212;0.085 &#xb1; 0.245&#xa0;L/min and percentage error of 16% (<xref ref-type="fig" rid="F2">Figures 2A</xref>, <xref ref-type="fig" rid="F3">3A</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Correlation between the cardiac output (CO) measurements obtained by transpulmonary thermodilution (CO<sub>TPTD</sub>) and intermittent pulmonary artery thermodilution (CO<sub>PTD</sub>) in four consecutive moments of the study: before starting the left ventricular assist devices (LVADs) <bold>(A)</bold>, with the LVAD started in normovolemia <bold>(B)</bold>, hypervolemia (fluid overloading) <bold>(C)</bold>, and hypovolemia (shock hemorrhage) <bold>(D)</bold>.</p>
</caption>
<graphic xlink:href="fphys-13-889190-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Bland&#x2013;Altman representation depicting the agreement between the cardiac output (CO) measurements obtained by transpulmonary thermodilution (CO<sub>TPTD</sub>) and intermittent pulmonary artery thermodilution (CO<sub>PTD</sub>) in four consecutive moments of the study: before starting the left ventricular assist devices (LVADs) <bold>(A)</bold>, with the LVAD started in normovolemia <bold>(B)</bold>, hypervolemia (fluid overloading) <bold>(C)</bold>, and hypovolemia (shock hemorrhage) <bold>(D)</bold>.</p>
</caption>
<graphic xlink:href="fphys-13-889190-g003.tif"/>
</fig>
<p>After 15&#xa0;min of partial support, there were no significant differences between CO<sub>TPTD</sub> and CO<sub>PTD</sub> (3.27 &#xb1; 0.60 vs. 3.23 &#xb1; 0.85&#xa0;L/min, respectively, <italic>p</italic> &#x3d; 0.68). CO<sub>TPTD</sub> and CO<sub>PTD</sub> were closely correlated (<italic>r</italic>
<sup>2</sup> &#x3d; 0.79), with a mean bias (&#xb1; SD) of &#x2212;0.040 &#xb1; 0.417&#xa0;L/min and a percentage error of 26% (<xref ref-type="fig" rid="F2">Figures 2B</xref>, <xref ref-type="fig" rid="F3">3B</xref>).</p>
<p>After hypervolemia was induced, there were no significant differences between CO<sub>TPTD</sub> and CO<sub>PTD</sub> (5.35 &#xb1; 0.57 vs. 5.26 &#xb1; 0.71&#xa0;L/min, respectively, <italic>p</italic> &#x3d; 0.26). CO<sub>TPTD</sub> and CO<sup>PTD</sup> were closely correlated (<italic>r</italic>
<sup>2</sup> &#x3d; 0.78), with a mean bias (&#xb1; SD) of &#x2212;0.093 &#xb1; 0.339&#xa0;L/min and a percentage error of 13% (<xref ref-type="fig" rid="F2">Figures 2C</xref>, <xref ref-type="fig" rid="F3">3C</xref>).</p>
<p>After hypovolemia was induced, there were no significant differences between CO<sub>TPTD</sub> and CO<sub>PTD</sub> (2.09 &#xb1; 0.57 vs. 2.04 &#xb1; 0.53&#xa0;L/min, respectively, <italic>p</italic> &#x3d; 0.51). CO<sub>TPTD</sub> and CO<sub>PTD</sub> were closely correlated (<italic>r</italic>
<sup>2</sup> &#x3d; 0.76), with a mean bias (&#xb1; SD) of &#x2212;0.045 &#xb1; 0.281&#xa0;L/min and a percentage error of 28% (<xref ref-type="fig" rid="F2">Figures 2D</xref>, <xref ref-type="fig" rid="F3">3D</xref>).</p>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>The PiCCO system was compared to PAC in LVAD, and the results showed satisfactory agreement of CO values in a porcine model of normovolemia, hypervolemia and hypovolemia.</p>
<p>PAC is the clinical reference standard for CO measurement in critically ill patients (<xref ref-type="bibr" rid="B34">Vincent, 2012</xref>; <xref ref-type="bibr" rid="B12">Garan et al., 2020</xref>). PAC is still recommended by the interdisciplinary S3 guidelines in a cardiac surgical setting, and this indication includes patients with LVADs (<xref ref-type="bibr" rid="B17">Kanchi, 2011</xref>; <xref ref-type="bibr" rid="B14">Habicher et al., 2018</xref>). Continuous thermodilution by PAC has been validated in both continuous-flow (<xref ref-type="bibr" rid="B25">Quintana-Villamandos et al., 2021</xref>) and pulsatile-flow (<xref ref-type="bibr" rid="B20">Mets et al., 2002</xref>) LVADs, because it is crucial to know the status of end-organ perfusion in these patients (<xref ref-type="bibr" rid="B4">Birati and Rame, 2014</xref>). In a previous study, our group has validated continuous thermodilution by PAC using intermittent thermodilution by PAC (standard technique), in six minipigs with continuous-flow LVADs (<xref ref-type="bibr" rid="B25">Quintana-Villamandos et al., 2021</xref>). The study demosntrated that continuous thermodilution by PAC could be an alternative method of measuring CO in a continuous-flow LVAD in a porcine model of normovolemia, fluid overload, and bleeding. However, thermodilution by PAC is an invasive technique that has been associated with several complications (i.e. arrhythmia, coiling, knotting, carotid puncture, pulmonary infarction, intrapulmonary bleeding, pulmonary embolism, infection, pericardial effusion, pulmonary artery rupture and cardiac valvular damage) (<xref ref-type="bibr" rid="B7">Bossert et al., 2006</xref>; <xref ref-type="bibr" rid="B11">Evans et al., 2009</xref>; <xref ref-type="bibr" rid="B29">Sangkum et al., 2016</xref>; <xref ref-type="bibr" rid="B2">Benito-Saz et al., 2019</xref>). Thus, in the present work, our group studies a new CO monitoring (the PiCCO system) in a continuous-flow LVAD in a porcine model of normovolemia, fluid overload, and bleeding. We used another group of six minipigs to validate the PiCCO system (transpulmonary thermodilution) using intermittent thermodilution by PAC (standard technique). This is the first study to show the PiCCO system as an alternative to PAC in the measurement of CO in a porcine model with a continuous-flow LVAD.</p>
<p>Technological advances are necessary for minimally invasive or noninvasive CO measurement. Alternatives to the PAC have been developed, including transoesophageal echocardiography, arterial wave contour analysis and transpulmonary thermodilution (<xref ref-type="bibr" rid="B10">De Backer and Vincent, 2018</xref>). The PiCCO device uses a combination of transpulmonary thermodilution and pulse contour analysis. It is comparable with PAC thermodilution (<xref ref-type="bibr" rid="B8">Chakravarthy et al., 2007</xref>; <xref ref-type="bibr" rid="B21">Monnet and Teboul, 2017</xref>). CO measurement using the PiCCO can be influenced by valve pathology (i.e. tricuspid regurgitation and aortic insufficiency), intracardiac shunts, extracorporeal circulations and changes in body temperature. These potential sources of error are common to both PiCCO and PAC (<xref ref-type="bibr" rid="B16">Heerdt et al., 2001</xref>; <xref ref-type="bibr" rid="B28">Sami et al., 2007</xref>).</p>
<p>The PiCCO system is the most widely used monitor that employs transpulmonary thermodilution to measure CO. Intermittent bolus transpulmonary thermodilution is based on the Stewart&#x2013;Hamilton equation; a cold saline bolus is introduced into the circulation through a central venous catheter, in which the external temperature sensor is located. Once in circulation, the thermistor located at the tip of the arterial catheter detects variations in the temperature, generating a thermodilution curve (<xref ref-type="bibr" rid="B18">Litton and Morgan, 2012</xref>). Transpulmonary thermodilution by PiCCO shows advantages relative to pulmonary thermodilution by PAC. PiCCO is less invasive (while it requires a central venous catheter and an arterial catheter, these are already required for all critical patients), and therefore it has few associated complications (e.g. inflammation and catheter-related infection (<xref ref-type="bibr" rid="B29">Sangkum et al., 2016</xref>). It is independent of respiratory cycles and able to measure parameters other than CO, including the extravascular lung water (to measure subclinical pulmonary edema), the global end-diastolic volume (volume in the heart at end-diastole) and the intrathoracic blood volume (volume in the heart and pulmonary circulation), both of which are used to estimate the cardiac preload (<xref ref-type="bibr" rid="B18">Litton and Morgan, 2012</xref>).</p>
<p>CO<sub>TPTD</sub> does not provide a continuous measurement and needs calibration after acute haemodynamic changes (Monnet and teboul, 2017; <xref ref-type="bibr" rid="B27">Rozental et al., 2021</xref>). However, the reproducibility of CO<sub>TPTD</sub> is higher (7% precision) than that of CO<sub>PTD</sub> (15% precision) (<xref ref-type="bibr" rid="B13">Giraud el al., 2017</xref>; <xref ref-type="bibr" rid="B27">Rozental et al., 2021</xref>). The good reproducibility of transpulmonary thermodilution is related to the longer transit time of the thermal bolus (20&#xa0;s), which reduces the artefacts produced by respiration, compared to pulmonary thermodilution (3&#x2013;4&#xa0;s). PAC may offer some advantage in patients with right heart dysfunction (<xref ref-type="bibr" rid="B10">De Backer and Vincent, 2018</xref>). However, in the present study we use a porcine model with a continuous-flow LVAD without right heart failure. PAC provides a series of measurements that are important for the management of patients with cardiogenic shock, especially right heart failure or adult respiratory distress syndrome. In these cases, the measurement of right cardiac output or the evaluation of pulmonary haemodynamics (in order to diagnose the presence of pulmonary hypertension and guide treatment) remain an indispensable part of proper monitoring (<xref ref-type="bibr" rid="B21">Monnet and Teboul, 2017</xref>). Furthermore, it also allows to determine the filling pressures of the left ventricle by occluding the pulmonary artery with the distal balloon and measuring the pulmonary artery occluded pressure. This parameter represents the filling pressures of the left atrium, and its morphology could contribute a lot of information to diagnose, for example, a significant mitral regurgitation. An infrared detector at the end of the pulmonary artery catheter allows continuous measurement of mixed venous saturation. It offers a real-time determination of the oxygen supply - demand ratio with good accuracy in real time (<xref ref-type="bibr" rid="B5">Bootsma et al., 2022a</xref>; <xref ref-type="bibr" rid="B6">Bootsma et al., 2022b</xref>). Transpulmonary thermodilution (by PiCCO device) is an alternative to PAC as a measure of CO (<xref ref-type="bibr" rid="B18">Litton and Morgan, 2012</xref>; <xref ref-type="bibr" rid="B3">Beurton et al., 2019</xref>). However, the use of PiCCO in patients with LVAD requires further validation. In the present study, we show that transpulmonary thermodilution could be an alternative method of monitoring CO in an LVAD in a porcine model.</p>
<p>We recognise some limitations of this study that should be noted. First, in the present work we study the CO<sub>TPTD</sub> by PiCCO in a porcine model with a continuous-flow LVAD. However, the pulsatile-flow and continuous-flow LVADs show differences in hemodynamic response and ventricular unloading, and thus it is necessary to investigate monitoring systems on both LVADs (<xref ref-type="bibr" rid="B9">Cheng et al., 2014</xref>). Second, the CO measurements obtained from PAC are influenced more by the respiratory cycle than the transpulmonary thermodilution; however, in the present study, all measurements were made at the end of expiration when the variations are minimal. Finally, the LVAD is designed to be used in patients with heart failure; however, it is possible to study the validity of transpulmonary thermodilution for the determination of CO in LVAD in a healthy porcine model because the native ventricle can adjust to LVAD unloading by reducing flow through the aortic valve. Further investigations are necessary to reproduce these results in patients with heart failure.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>In conclusion, this study shows a good agreement between transpulmonary thermodilution by PiCCO monitor and pulmonary thermodilution by PAC in the intermittent measurement of CO in a porcine model with a continuous-flow LVAD.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material; further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Ethics statement</title>
<p>The animal study was reviewed and approved by Ethics Committee of Hospital General Universitario Gregorio Mara&#xf1;&#xf3;n, Madrid, Spain.</p>
</sec>
<sec id="s8">
<title>Author contributions</title>
<p>BQ-V and JC conceived the project, analysed the data, interpreted the results of experiments and edited the manuscript. MB, IF, and MR performed the experiments, discussed the results, and approved the submitted version.</p>
</sec>
<sec id="s9">
<title>Funding</title>
<p>This work was supported by a grant from Spanish Health Ministry (number FIS PI08/1480) and Fondos Feder.</p>
</sec>
<sec sec-type="COI-statement" id="s10">
<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>
</sec>
<sec sec-type="disclaimer" id="s11">
<title>Publisher&#x2019;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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