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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.2024.1504063</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cardiovascular Medicine</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Prognostic implication of right ventricular-pulmonary artery coupling in valvular heart disease</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes"><name><surname>Wu</surname><given-names>Zhenni</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="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="an1"><sup>&#x2020;</sup></xref><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/software/"/><role content-type="https://credit.niso.org/contributor-roles/visualization/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author" equal-contrib="yes"><name><surname>Xie</surname><given-names>Mingxing</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="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="an1"><sup>&#x2020;</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/413430/overview"/><role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/></contrib>
<contrib contrib-type="author" equal-contrib="yes"><name><surname>Zhang</surname><given-names>Li</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="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="an1"><sup>&#x2020;</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/744149/overview" /><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/></contrib>
<contrib contrib-type="author"><name><surname>He</surname><given-names>Qing</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="aff" rid="aff3"><sup>3</sup></xref><role content-type="https://credit.niso.org/contributor-roles/software/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Gao</surname><given-names>Lang</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="aff" rid="aff3"><sup>3</sup></xref><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Ji</surname><given-names>Mengmeng</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="aff" rid="aff3"><sup>3</sup></xref><role content-type="https://credit.niso.org/contributor-roles/software/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Lin</surname><given-names>Yixia</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="aff" rid="aff3"><sup>3</sup></xref><role content-type="https://credit.niso.org/contributor-roles/software/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Li</surname><given-names>Yuman</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="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/1119562/overview" /><role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/></contrib>
</contrib-group>
<aff id="aff1"><label><sup>1</sup></label><institution>Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology</institution>, <addr-line>Wuhan</addr-line>, <country>China</country></aff>
<aff id="aff2"><label><sup>2</sup></label><institution>Clinical Research Center for Medical Imaging in Hubei Province</institution>, <addr-line>Wuhan</addr-line>, <country>China</country></aff>
<aff id="aff3"><label><sup>3</sup></label><institution>Hubei Province Key Laboratory of Molecular Imaging</institution>, <addr-line>Wuhan</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p><bold>Edited by:</bold> Wen Qin, Tianjin Medical University General Hospital, China</p></fn>
<fn fn-type="edited-by"><p><bold>Reviewed by:</bold> Natallia Maroz-Vadalazhskaya, Belarusian State Medical University, Belarus</p>
<p>Ythan H. Goldberg, Lenox Hill Hospital, United States</p></fn>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Yuman Li <email>liym@hust.edu.cn</email></corresp>
<fn fn-type="equal" id="an1"><label><sup>&#x2020;</sup></label><p>These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date pub-type="epub"><day>14</day><month>01</month><year>2025</year></pub-date>
<pub-date pub-type="collection"><year>2024</year></pub-date>
<volume>11</volume><elocation-id>1504063</elocation-id>
<history>
<date date-type="received"><day>30</day><month>09</month><year>2024</year></date>
<date date-type="accepted"><day>20</day><month>12</month><year>2024</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2025 Wu, Xie, Zhang, He, Gao, Ji, Lin and Li.</copyright-statement>
<copyright-year>2025</copyright-year><copyright-holder>Wu, Xie, Zhang, He, Gao, Ji, Lin and Li</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>
<p>Valvular heart disease (VHD) leading to inadequate hemodynamic circulation is a major cause of cardiovascular morbidity and mortality worldwide. Right ventricular-pulmonary artery (RV&#x2013;PA) coupling integrates the ability of RV contractility to adapt to increased pulmonary arterial afterload. If the right ventricle cannot adapt to the elevated afterload by increasing its contractile function, RV-PA uncoupling occurs. RV-PA uncoupling has been shown to be associated with poor outcomes in VHD. This review summarizes the prognostic significance of RV-PA coupling in patients with VHD.</p>
</abstract>
<kwd-group>
<kwd>right ventricular-pulmonary artery coupling</kwd>
<kwd>valvular heart disease</kwd>
<kwd>pulmonary hypertension</kwd>
<kwd>congenital heart defect</kwd>
<kwd>right ventricular function</kwd>
<kwd>clinical utility</kwd>
</kwd-group><contract-num rid="cn001">82371991, 82230066, 82371990, 82171964</contract-num><contract-num rid="cn002">2020DCD015, 2021BCA138</contract-num><contract-sponsor id="cn001">National Natural Science Foundation of China</contract-sponsor><contract-sponsor id="cn002">Key Research and Development Program of Hubei</contract-sponsor><counts>
<fig-count count="2"/>
<table-count count="4"/><equation-count count="0"/><ref-count count="100"/><page-count count="12"/><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" sec-type="intro"><label>1</label><title>Introduction</title>
<p>Valvular heart disease (VHD), including congenital and acquired valvular diseases, is a major cause of cardiovascular morbidity and mortality worldwide, affecting more than 2&#x0025; of the population (<xref ref-type="bibr" rid="B1">1</xref>). Previous studies have demonstrated the impact of right ventricular (RV) dysfunction on the poor prognosis in patients with VHD (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>). In recent years, right ventricular-pulmonary artery (RV-PA) uncoupling has emerged as a strong predictor of poor prognosis in VHD (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B6">6</xref>). RV-PA coupling integrates the ability of the right ventricle to maintain adequate output in the face of increased pulmonary arterial afterload. When the RV-PA coupling is normal, the right ventricle can adapt to an elevated afterload by increasing its contractile function, and the ratio may remain within the normal range (<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>). However, with prolonged elevation of RV afterload, RV remodeling occurs, leading to a progressive impairment of RV systolic function (<xref ref-type="bibr" rid="B8">8</xref>&#x2013;<xref ref-type="bibr" rid="B10">10</xref>). This inadequacy compromises the maintenance of normal cardiac output, leading to RV uncoupling from the PA and ultimately to RV dysfunction and RV failure (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>). Moreover, RV-PA uncoupling indicates an advanced stage of disease progression (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B13">13</xref>). Therefore, identification of such high-risk patients in clinical practice is of paramount importance for clinical decision making. With the increasing focus on the measurement of RV-PA coupling in VHD patients, a growing number of studies have demonstrated its strong impact on prognosis. In this review, we focus on the prognostic significance of RV-PA coupling in patients with VHD.</p>
</sec>
<sec id="s2"><label>2</label><title>Assessment of right ventricular-pulmonary arterial coupling</title>
<sec id="s2a"><label>2.1</label><title>Invasive method</title>
<p>RV-PA coupling has gained more attention in various clinical practice, such as heart failure, pulmonary hypertension, VHD and congenital heart defect (CHD) (<xref ref-type="bibr" rid="B14">14</xref>&#x2013;<xref ref-type="bibr" rid="B16">16</xref>). RV-PA coupling can be assessed by invasive and noninvasive metrics, and the gold standard for evaluating RV-PA coupling is the ratio of single-beat and multi-beat RV end-systolic elastance (Ees) to PA elastance (Ea) derived from invasive pressure-volume loops by right heart catheterization(RHC) (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B17">17</xref>&#x2013;<xref ref-type="bibr" rid="B19">19</xref>). Measurement of Ees/Ea is shown in <xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>. An Ees/Ea ratio between 1.5 and 2.0 is considered to be normal range according to previous studies (<xref ref-type="bibr" rid="B20">20</xref>), indicating that RV contractility adapts to the afterload with the highest efficiency (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>). Some of the studies use Ees/Ea to represent RV-PA coupling, and the most favorable RV-PA coupling is acquired when Ees/Ea&#x2009;&#x003D;&#x2009;1 (<xref ref-type="bibr" rid="B23">23</xref>). This method is considered to be more sensitive and accurate, however, it is difficult to apply conventionally due to its high cost, technical skill requirements and critical conducting condition (<xref ref-type="bibr" rid="B24">24</xref>). Additionally, researchers have found that Ees and Ea may be abnormal, but the ratio remains within the normal range. Thus, non-invasive alternative indicators have been introduced to meet the demand for clinical use.</p>
<fig id="F1" position="float"><label>Figure 1</label>
<caption><p>Invasive measurement of RV-PA coupling derived from RHC. RHC, right heart catheterization; Ees, end-systolic elastance; Ea, elastance; EDPVR, end systole pulmonary vascular resistance.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fcvm-11-1504063-g001.tif"/>
</fig>
</sec>
<sec id="s2b"><label>2.2</label><title>Non-invasive methods</title>
<p>Cardiac magnetic resonance (CMR) imaging has been considered the gold standard for the non-invasive assessment of RV function and RV-PA coupling (<xref ref-type="bibr" rid="B25">25</xref>). The ratio of CMR-derived RV end-systolic volume (ESV) to stroke volume (SV) has been shown to correlate with cardiac catheterization-derived RV-PA coupling (<xref ref-type="bibr" rid="B26">26</xref>).</p>
<p>Currently, the most commonly used echocardiographic surrogate in daily practice is the ratio of tricuspid annular plane systolic excursion (TAPSE) obtained from M-mode imaging in the apical RV-focused four-chamber view to pulmonary arterial systolic pressure (PASP) derived from RV systolic pressure (RVSP) (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B27">27</xref>). PASP is calculated from peak tricuspid regurgitant velocity using the Bernoulli equation summing right atrial pressure. TAPSE and PASP represent RV contraction and RV afterload, separately. However, TAPSE tends to decrease after cardiac surgery even when overall RV function remains normal (<xref ref-type="bibr" rid="B28">28</xref>), which may underestimate RV-PA coupling.</p>
<p>Novel methods to account for RV-PA coupling, such as three-dimensional echocardiography (3DE) and RV strain, are gaining increasing attention. Acquisition of ESV/SV by 3DE using offline software has been shown to be associated with invasively measured RV-PA coupling from cardiac catheterization in patients with pulmonary hypertension (<xref ref-type="bibr" rid="B29">29</xref>). 3DE can be performed postoperatively to avoid assessment of TAPSE and RV geometric hypothesis. The ratio of RV free wall longitudinal strain (RVFWLS) obtained by speckle-tracking echocardiography (STE) to PASP has also been used in clinical practice (<xref ref-type="bibr" rid="B30">30</xref>), and has shown its potential value in pulmonary hypertension patients compared with conventional echocardiographic parameters (<xref ref-type="bibr" rid="B9">9</xref>). Apart from the above-mentioned indices, the ratios between fractional area change (FAC), right ventricular ejection fraction (RVEF) or tricuspid annular peak systolic velocity (S&#x2032;) measured by tissue Doppler imaging and PASP or RVSP are less commonly used (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B31">31</xref>). Non-invasive measurement of RV function and RV-PA coupling parameters are shown in <xref ref-type="fig" rid="F2">Figure&#x00A0;2</xref>.</p>
<fig id="F2" position="float"><label>Figure 2</label>
<caption><p>Non-invasive measurement of RV function and RV-PA coupling parameters derived from echocardiography in a patient with HFpEF. <bold>(A)</bold> RVFAC; <bold>(B)</bold> TAPSE; <bold>(C)</bold> RVFWLS; <bold>(D)</bold> S&#x2032;; <bold>(E)</bold> 3D-TTE derived RV ESV, RV SV, RVEF; <bold>(F)</bold> Tricuspid regurgitation spectrum. HFpEF, heart failure with preserved ejection fraction; RVFAC, right ventricular fractional area change; TAPSE, tricuspid annular plane systolic excursion; RVFWLS, right ventricular free wall longitudinal strain; S&#x2032;, tricuspid annular systolic velocity; ESV, end systolic volume; SV, stroke volume; RVEF, right ventricular ejection fraction. Yellow arrows represent measurements for parameters.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fcvm-11-1504063-g002.tif"/>
</fig>
</sec>
</sec>
<sec id="s3"><label>3</label><title>Acquired valvular diseases</title>
<p>Acquired valvular diseases refer to situations that develop after birth due to non-congenital factors. These diseases can result from a range of causes, including degenerative processes, infections, inflammatory conditions, and other acquired heart diseases (<xref ref-type="bibr" rid="B32">32</xref>). These acquired valvular diseases can significantly impact cardiac function and require medical or surgical intervention, including the use of medications, valve repair, or valve replacement (<xref ref-type="bibr" rid="B33">33</xref>). The management of these conditions often involves a multidisciplinary approach, taking into account the patient&#x0027;s overall health and the specific valve involved. In this review, we choose three main categories that have been discussed more often to represent acquired valvular diseases.</p>
<sec id="s3a"><label>3.1</label><title>Aortic valve</title>
<p>Severe aortic stenosis (AS) results in inadequate output, leading to left ventricular (LV) remodeling, heart failure (HF) or even death (<xref ref-type="bibr" rid="B34">34</xref>). In patients with severe AS, reduced LV output leads to chronic pressure overload in the LV chambers, retrograde transmission of the pressure through the pulmonary vasculature, and results in compensatory RV and pulmonary vasculature remodeling, RV dilatation or RV dysfunction (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>). A previous study has also revealed that RV dysfunction is common in AS patients due to RV-LV interdependence (<xref ref-type="bibr" rid="B37">37</xref>). Both RV dysfunction and pulmonary hypertension have been shown to be associated with worse outcomes in patients undergoing aortic valve implantation (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>), confirming the fundamental role of preoperative assessment of RV function. RV-PA coupling as a novel marker of RV function and pulmonary hypertension has demonstrated its prognostic value in postoperative patients.</p>
<sec id="s3a1"><label>3.1.1</label><title>Transcatheter aortic valve replacement</title>
<p>Transcatheter aortic valve replacement (TAVR) is a less invasive approach for patients with severe AS requiring intervention, associated with a milder recovery and shorter hospital stay (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>). However, mortality varies from 19.3&#x0025;&#x2013;67.8&#x0025; during 2&#x2013;5 years of postoperative follow-up, requiring sensitive and detailed assessment of the factors associated with mortality and outcome (<xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>). Thus, the predictive value of baseline RV-PA coupling in TAVR candidates with severe symptomatic AS has gained significant interest. The impact of RV-PA coupling after TAVR is shown in <xref ref-type="table" rid="T1">Table&#x00A0;1</xref>.</p>
<table-wrap id="T1" position="float"><label>Table 1</label>
<caption><p>Studies examining the utility of RV-PA coupling among SAVR or TAVR recipients.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="center"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Author, year</th>
<th valign="top" align="center">Modality</th>
<th valign="top" align="center">Study population</th>
<th valign="top" align="center">RV-PA uncoupling cutoff</th>
<th valign="top" align="center">Follow up</th>
<th valign="top" align="center">Baseline RV-PA Uncoupling<xref ref-type="table-fn" rid="table-fn2"><sup>a</sup></xref></th>
<th valign="top" align="center">Main results</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Sultan et al. (<xref ref-type="bibr" rid="B5">5</xref>)</td>
<td valign="top" align="left">TTE</td>
<td valign="top" align="left">457 patients underwent TAVR from a single U.S. center</td>
<td valign="top" align="left">&#x003C;0.59&#x2005;mm/mmHg</td>
<td valign="top" align="left">2 years</td>
<td valign="top" align="center">74.2&#x0025;</td>
<td valign="top" align="left">TAPSE/PASP ratio is significantly associated with all-cause mortality in TAVR recipients as a continuous variable</td>
</tr>
<tr>
<td valign="top" align="left">Eleid et al. (<xref ref-type="bibr" rid="B44">44</xref>)</td>
<td valign="top" align="left">TTE</td>
<td valign="top" align="left">44 patients underwent TAVR from a single U.S. center</td>
<td valign="top" align="left">Not identified</td>
<td valign="top" align="left">30 days</td>
<td valign="top" align="center">-</td>
<td valign="top" align="left">TAVR significantly improved RV-PA coupling, represented by S&#x2032;/RVSP ratio. The ratio can be used to assess the efficacy of TAVR and to monitor patient status.</td>
</tr>
<tr>
<td valign="top" align="left">Vizzardi et al. (<xref ref-type="bibr" rid="B45">45</xref>)</td>
<td valign="top" align="left">TTE</td>
<td valign="top" align="left">56 patients underwent TAVR from a single Italian center</td>
<td valign="top" align="left">Not identified</td>
<td valign="top" align="left">10 years</td>
<td valign="top" align="center">-</td>
<td valign="top" align="left">TAPSE/PASP and RVLS/PASP ratios are independently associated with the composite of death and hospitalization for HF</td>
</tr>
<tr>
<td valign="top" align="left">Adamo et al. (<xref ref-type="bibr" rid="B46">46</xref>)</td>
<td valign="top" align="left">TTE</td>
<td valign="top" align="left">377 patients underwent TAVR in the Italian ClinicalService CoreValve Project</td>
<td valign="top" align="left">&#x003C;0.36&#x2005;mm/mmHg</td>
<td valign="top" align="left">6 months</td>
<td valign="top" align="center">19&#x0025;</td>
<td valign="top" align="left">TAPSE/PASP ratio is strongly associated with all-cause mortality irrelevant of surgical risk score</td>
</tr>
<tr>
<td valign="top" align="left">Cahill et al. (<xref ref-type="bibr" rid="B6">6</xref>)</td>
<td valign="top" align="left">TTE</td>
<td valign="top" align="left">570 low-risk patients with severe AS in the PARTNER 3 trial underwent TAVR or SAVR</td>
<td valign="top" align="left">&#x003C;0.55&#x2005;mm/mmHg</td>
<td valign="top" align="left">2 years</td>
<td valign="top" align="center">38.9&#x0025;</td>
<td valign="top" align="left">Baseline RV-PA uncoupling is independently associated with all-cause mortality, cardiovascular mortality, and rehospitalization</td>
</tr>
<tr>
<td valign="top" align="left">Parasca et al. (<xref ref-type="bibr" rid="B47">47</xref>)</td>
<td valign="top" align="left">TTE</td>
<td valign="top" align="left">132 patients underwent TAVR from a single Romanian center</td>
<td valign="top" align="left">&#x003C;0.63&#x0025;/mmHg<xref ref-type="table-fn" rid="table-fn3"><sup>b</sup></xref></td>
<td valign="top" align="left">2.47 years (mean data)</td>
<td valign="top" align="center">50.8&#x0025;</td>
<td valign="top" align="left">Impaired RVFWLS/PASP ratio is strongly associated with high death rate and rehospitalization</td>
</tr>
<tr>
<td valign="top" align="left">Alwan et al. (<xref ref-type="bibr" rid="B48">48</xref>)</td>
<td valign="top" align="left">TTE</td>
<td valign="top" align="left">404 patients underwent TAVR from a single Swiss center</td>
<td valign="top" align="left">&#x003C;0.39&#x2005;mm/mmHg</td>
<td valign="top" align="left">1 year</td>
<td valign="top" align="center">43.1&#x0025;</td>
<td valign="top" align="left">Post-TAVR patients with RV-PA uncoupling is not statistically associated with all-cause mortality, but showed a trend towards a higher risk of cardiac mortality</td>
</tr>
<tr>
<td valign="top" align="left">Meucci et al. (<xref ref-type="bibr" rid="B36">36</xref>)</td>
<td valign="top" align="left">TTE</td>
<td valign="top" align="left">900 patients underwent TAVR in 2 European tertiary centers</td>
<td valign="top" align="left">&#x003C;0.55&#x2005;mm/mmHg</td>
<td valign="top" align="left">40 months (median data)</td>
<td valign="top" align="center">58&#x0025;</td>
<td valign="top" align="left">Pre-TAVR TAPSE/PASP ratio is not associated with long-term mortality. Post-TAVR TAPSE/PASP ratio is independently associated with long-term mortality</td>
</tr>
<tr>
<td valign="top" align="left">Hakgor et al. (<xref ref-type="bibr" rid="B49">49</xref>)</td>
<td valign="top" align="left">TTE</td>
<td valign="top" align="left">403 patients underwent TAVR from a single tertiary center</td>
<td valign="top" align="left">&#x003C;0.55&#x2005;mm/mmHg</td>
<td valign="top" align="left">2 years</td>
<td valign="top" align="center">70.2&#x0025;</td>
<td valign="top" align="left">Reduced preoperative TAPSE/PASP ratio is associated with in-hospital and 2-year all-cause mortality.</td>
</tr>
<tr>
<td valign="top" align="left">Silva et al. (<xref ref-type="bibr" rid="B50">50</xref>)</td>
<td valign="top" align="left">TTE</td>
<td valign="top" align="left">985 AS patients from the PARTNER 2A randomized trial and 719 patients from the SAPIEN 3 intermediate-risk tertiary.</td>
<td valign="top" align="left">&#x003C;0.55&#x2005;mm/mmHg</td>
<td valign="top" align="left">1 year</td>
<td valign="top" align="center">-</td>
<td valign="top" align="left">&#x00A0;TAPSE/PASP ratio improved following TAVR but deteriorated significantly following SAVR; reduced RV&#x2013;PA coupling at baseline and 30 days showed strong association with cardiac death at 5 years.</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn1"><p>AS, aortic stenosis; HF, heart failure; PA, pulmonary artery; PARTNER, Placement of Aortic Transcatheter Valve; PASP, pulmonary artery systolic pressure; RV, right ventricular; RVLS, right ventricular longitudinal strain; SAVR, surgical aortic valve replacement; TAPSE, tricuspid annular plane systolic excursion; TAVR, transcatheter aortic valve replacement; TTE, transthoracic echocardiography.</p></fn>
<fn id="table-fn2"><label><sup>a</sup></label>
<p>The proportion of patients exhibiting RV-PA uncoupling.</p></fn>
<fn id="table-fn3"><label><sup>b</sup></label>
<p>Measured by RVFWLS/PASP ratio.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Sultan et al. (<xref ref-type="bibr" rid="B5">5</xref>) performed a retrospective analysis of 457 patients undergoing TAVR procedure. Based on the TAPSE/PASP ratio, patients were divided into quartiles. The baseline TAPSE/PASP ratio had a linear relationship with 2-year all-cause mortality in TAVR recipients. After multivariable adjustment, RV-PA coupling remained independently associated with outcomes. They concluded that RV-PA coupling has a dose-response relationship with survival and that pre-TAVR TAPSE/PASP evaluation should be incorporated into the shared decision-making process as an integrative approach. Similarly, in a 10-year follow-up study of 56 TAVR candidates with HF and AS, Vizzardi et al. (<xref ref-type="bibr" rid="B45">45</xref>) found that RV-PA coupling was a better predictor for risk stratification. They emphasized the role of comprehensive assessment of deformation and RV-PA coupling in predicting long-term outcomes in TAVR candidates.</p>
<p>Recent studies have found that pre-TAVR RV-PA coupling is predictive of cardiovascular death. Meucci et al. (<xref ref-type="bibr" rid="B36">36</xref>) studied 900 patients who underwent TAVR at 2 tertiary centers to evaluate the prognostic impact of RV-PA coupling and its association with all-cause mortality. RV-PA coupling was assessed by TAPSE/PASP. More than half of the patients had RV-PA uncoupling before TAVR (58&#x0025;; severe in 15&#x0025;). After TAVR, 45&#x0025; of patients had RV-PA uncoupling and 10&#x0025; had severe uncoupling. Among all 407 patients with post-TAVR uncoupling, 85&#x0025; (347) patients had persistent uncoupling, while 15&#x0025; had new-onset uncoupling. They found that either new-onset or persistent post-TAVR RV-PA uncoupling was associated with higher mortality at a median follow-up of 40 months. In contrast, there was no significant difference in survival between normal pre-TAVR RV-PA coupling and uncoupling. Notably, patients with &#x201C;recovered coupling&#x201D; tended to have better outcomes. The reason why the indicator of RV-PA coupling elevated possibly attributed to favorable unloading effects of TAVR on the LV and ultimately a reduction of PASP (<xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B51">51</xref>). Parasca et al. (<xref ref-type="bibr" rid="B47">47</xref>) used the RVFWLS/PASP ratio as an estimate of RV-PA coupling, and normal coupling was defined as RVFWLS/PASP &#x2265;0.63. 160 patients with severe AS who underwent TTE examinations including STE myocardial deformation analysis of RV function before and one month after TAVR were enrolled (<xref ref-type="bibr" rid="B47">47</xref>). They found that the RVFWLS/PASP ratio was a novel non-invasive metric of RV-PA coupling and a predictor of outcome in patients with severe AS undergoing TAVR (<xref ref-type="bibr" rid="B47">47</xref>).</p>
<p>Most of the aforementioned investigators emphasized the role of comprehensive assessment of deformation and RV-PA coupling in predicting long-term outcomes in TAVR candidates. Thus, measurement of RV-PA coupling before and after TAVR is helpful in determining appropriate clinical strategies and risk stratification.</p>
</sec>
<sec id="s3a2"><label>3.1.2</label><title>Surgical aortic valve replacement</title>
<p>Surgical aortic valve replacement (SAVR) is more commonly used in patients younger than 75 years with low risk (the Society of Thoracic Surgeons predicted risk of mortality score or the European System for Cardiac Operative Risk Evaluation II&#x2009;&#x003C;&#x2009;4&#x0025;) for surgical replacement (<xref ref-type="bibr" rid="B33">33</xref>). Compared to TAVR, there are fewer studies focusing on the relationship between RV-PA coupling and SAVR. Cahill et al. (<xref ref-type="bibr" rid="B6">6</xref>) conducted a study of 570 patients, 301 underwent TAVR, and 269 underwent SAVR in the PARTNER (Placement of Aortic Transcatheter Valve) 3 trial. Baseline RV-PA uncoupling was defined by TAPSE/PASP, and patients were stratified as &#x201C;normal&#x201D; with a ratio greater than 0.55&#x2005;mm/mmHg, and &#x201C;uncoupling&#x201D; with a ratio less than 0.55&#x2005;mm/mmHg. After 2-year follow-up, RV-PA uncoupling patients had an increased incidence of the endpoint, indicating that it was associated with higher risk of worse outcomes. What&#x0027;s more, RV-PA coupling decreased in patients who underwent SAVR at the early stage, and was sustained for 2 years (<xref ref-type="bibr" rid="B6">6</xref>). Another study also found that the TAPSP/PASP ratio was significantly reduced at 30 days and 1 year after SAVR (<xref ref-type="bibr" rid="B50">50</xref>). They concluded that reduction in RV-PA coupling is an independent predictor of increased risk of cardiac mortality at 5 years following SAVR (<xref ref-type="bibr" rid="B50">50</xref>). Hence, RV-PA coupling may be helpful in guiding treatment in patients undergoing SAVR.</p>
</sec>
</sec>
<sec id="s3b"><label>3.2</label><title>Tricuspid valve</title>
<p>Moderate to severe TR can cause right heart failure (<xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B53">53</xref>), and is associated with increased morbidity and mortality (<xref ref-type="bibr" rid="B54">54</xref>&#x2013;<xref ref-type="bibr" rid="B56">56</xref>). Secondary TR is more common than primary TR, and is significantly associated with left-sided valvular disease and LV dysfunction (<xref ref-type="bibr" rid="B57">57</xref>&#x2013;<xref ref-type="bibr" rid="B59">59</xref>). In clinical practice, TR interventions are usually initiated too late due to other comorbidities (<xref ref-type="bibr" rid="B60">60</xref>, <xref ref-type="bibr" rid="B61">61</xref>), and irreversible RV dilatation and even RV failure may occur (<xref ref-type="bibr" rid="B62">62</xref>). In a study of 180 patients with moderate or severe secondary TR, researchers found that RV-PA coupling was associated with mortality and hospitalization for HF (<xref ref-type="bibr" rid="B30">30</xref>). RV-PA coupling was measured by 3DE using RV forward SV to ESV to avoid underestimation of PASP. The findings showed that RV forward SV/ESV&#x2009;&#x003C;&#x2009;0.40 was strongly associated with higher rates of all-cause mortality and hospitalization for HF, and RV-PA coupling could be considered as a marker to detect RV dysfunction and to predict outcomes before conventional RV function parameters fail (<xref ref-type="bibr" rid="B30">30</xref>). Fortuni et al. (<xref ref-type="bibr" rid="B63">63</xref>) performed a study of 1,149 patients with secondary TR using TAPSE/PASP to estimate RV-PA coupling. Of these, 41&#x0025; had RV-PA uncoupling with a TAPSE/PASP ratio less than 0.31&#x2005;mm/mmHg, and during follow-up, these patients tended to have a higher risk of HF syndromes and higher mortality (<xref ref-type="bibr" rid="B63">63</xref>). Thus, they found that RV-PA coupling could be used to improve risk stratification in patients with TR.</p>
<p>In patients with severe TR, surgical treatment carries non-negligible risks and morbidity, therefore, transcatheter tricuspid valve replacement (TTVR) has been developed as an alternative treatment option. TTVR has been shown to be feasible with improved outcomes (<xref ref-type="bibr" rid="B64">64</xref>&#x2013;<xref ref-type="bibr" rid="B66">66</xref>). After TTVR, regurgitant blood flowing through the tricuspid valve into the right atrium was reduced and additional afterload was introduced, requiring the right ventricle to contract to compensate for the increased afterload burden (<xref ref-type="bibr" rid="B67">67</xref>). Thus, evaluation of RV-PA coupling to predict outcome is an ideal method. Recent studies investigating the predictive value of RV-PA coupling in patients undergoing TTVR are shown in <xref ref-type="table" rid="T2">Table&#x00A0;2</xref>.</p>
<table-wrap id="T2" position="float"><label>Table 2</label>
<caption><p>Studies examining the utility of RV-PA coupling among TTVR recipients.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Author, year</th>
<th valign="top" align="center">Modality</th>
<th valign="top" align="center">Study population</th>
<th valign="top" align="center">RV-PA uncoupling cutoff</th>
<th valign="top" align="center">Follow up</th>
<th valign="top" align="center">Baseline RV-PA Uncoupling<xref ref-type="table-fn" rid="table-fn5"><sup>a</sup></xref></th>
<th valign="top" align="center">Main results</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Lurz et al. (<xref ref-type="bibr" rid="B64">64</xref>)</td>
<td valign="top" align="left">TTE<break/>RHC</td>
<td valign="top" align="left">243 patients at high surgical risk underwent TTVR from 2 German centers</td>
<td valign="top" align="left">&#x003C;0.29&#x2005;mm/mmHg</td>
<td valign="top" align="left">330 days<break/>(median data)</td>
<td valign="top" align="left">Not mentioned</td>
<td valign="top" align="left">TAPSE/PASP ratio is independently associated with event-free survival in patients undergoing separate TTVR</td>
</tr>
<tr>
<td valign="top" align="left">Brener et al. (<xref ref-type="bibr" rid="B68">68</xref>)</td>
<td valign="top" align="left">TTE (all)</td>
<td valign="top" align="left">444 patients underwent TTVR from 23 international centers</td>
<td valign="top" align="left">&#x2264;0.406&#x2005;mm/mmHg</td>
<td valign="top" align="left">1 year</td>
<td valign="top" align="left">39.9&#x0025;</td>
<td valign="top" align="left">TAPSE/PASP ratio is significantly associated with all-cause mortality; RV-PA coupling is a potent predictor within TTVR recipients</td>
</tr>
<tr>
<td valign="top" align="left">Stolz et al. (<xref ref-type="bibr" rid="B69">69</xref>)</td>
<td valign="top" align="left">TTE<break/>RHC</td>
<td valign="top" align="left">502 patients underwent TTVR from 5 European centers</td>
<td valign="top" align="left">&#x003C;0.387&#x2005;mm/mmHg<xref ref-type="table-fn" rid="table-fn6"><sup>b</sup></xref><break/>&#x003C;0.303&#x2005;mm/mmHg<xref ref-type="table-fn" rid="table-fn7"><sup>c</sup></xref></td>
<td valign="top" align="left">2 years</td>
<td valign="top" align="left">Not mentioned<xref ref-type="table-fn" rid="table-fn8"><sup>d</sup></xref><break/>35.1&#x0025;<xref ref-type="table-fn" rid="table-fn9"><sup>e</sup></xref></td>
<td valign="top" align="left">TAPSE/PASP ratio is significantly associated with all-cause mortality; the ratio assessed by invasive measurement of PASP data is superior to noninvasive one</td>
</tr>
<tr>
<td valign="top" align="left">Fortmeier et al. (<xref ref-type="bibr" rid="B67">67</xref>)</td>
<td valign="top" align="left">TTE<break/>RHC</td>
<td valign="top" align="left">737 patients underwent TTVR from 5 German and Switzerland centers</td>
<td valign="top" align="left">&#x2264;0.617&#x2005;mm/mmHg</td>
<td valign="top" align="left">2 years</td>
<td valign="top" align="left">60.1&#x0025;</td>
<td valign="top" align="left">TAPSE/PASP ratio measured by TTE or RHC is associated with survival rates of TTVR recipients; the ratio predicted by XGB algorithm have superior value of refining risk stratification</td>
</tr>
<tr>
<td valign="top" align="left">Sugiura et al. (<xref ref-type="bibr" rid="B70">70</xref>)</td>
<td valign="top" align="left">TTE</td>
<td valign="top" align="left">206 patients at high surgical risk underwent TTVR from a single German center</td>
<td valign="top" align="left">Not identified</td>
<td valign="top" align="left">&#x00A0;201 days (median data)</td>
<td valign="top" align="left">-</td>
<td valign="top" align="left">TAPSE/PASP ratio is associated with the composite of mortality and HF rehospitalization, the ratio measured invasively is independently related to survival and superior to noninvasive one</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn4"><p>HF, heart failure; MR, mitral regurgitation; PA, pulmonary artery; PASP, pulmonary artery systolic pressure; RV, right ventricular; RHC, right heart catheterization; TAPSE, tricuspid annular plane systolic excursion; TTVR, transcatheter tricuspid valve repair; TTE, transthoracic echocardiography; XGB, extreme gradient boosting.</p></fn>
<fn id="table-fn5"><label><sup>a</sup></label>
<p>The proportion of patients exhibiting RV-PA uncoupling.</p></fn>
<fn id="table-fn6"><label><sup>b</sup></label>
<p>Echocardiographically estimated ratio.</p></fn>
<fn id="table-fn7"><label><sup>c</sup></label>
<p>right heart catheterization estimated ratio.</p></fn>
<fn id="table-fn8"><label><sup>d</sup></label>
<p>defined by echocardiographically estimated ratio.</p></fn>
<fn id="table-fn9"><label><sup>e</sup></label>
<p>defined by right heart catheterization estimated ratio.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>In 444 patients undergoing TTVR, the degree of TR reduction in TTVR was independently associated with a reduction in post-TTVR RV-PA coupling. Multivariable Cox regression analysis showed that a higher TAPSE/PASP ratio was associated with a lower risk of all-cause mortality (<xref ref-type="bibr" rid="B68">68</xref>), confirming RV-PA coupling as a powerful marker for predicting all-cause mortality and helping to select patients suitable for TTVR (<xref ref-type="bibr" rid="B68">68</xref>). In a study of 206 patients undergoing TTVR at high surgical risk, the RV-PA coupling ratio was calculated by TAPSE/PASP at baseline (<xref ref-type="bibr" rid="B70">70</xref>). PASP was measured echocardiographically or invasively and referred to as ePASP and iPASP respectively. Patients with a lower TAPSE/PASP ratio tended to have a higher risk of death or HF rehospitalization within one year. Additionally, they demonstrated that TAPSE/iPASP (c-statistic 0.695) had a greater predictive value for outcomes compared with TAPSE/ePASP (c-statistic 0.565) (<xref ref-type="bibr" rid="B70">70</xref>). Stolz et al. (<xref ref-type="bibr" rid="B69">69</xref>) conducted a study of 502 patients who underwent tricuspid valve edge-to-edge repair (TEER) for severe TR. Patients with RV-PA uncoupling had a lower survival rate at 1- and 2-year follow-up, and TAPSE/iPASP was better in predicting mortality (<xref ref-type="bibr" rid="B69">69</xref>). In another multicenter study of 737 patients undergoing TTVR for severe TR, RV-PA coupling was defined as the ratio of TAPSE to mean pulmonary artery pressure (mPAP) measured invasively by right heart catheterization (<xref ref-type="bibr" rid="B67">67</xref>). In addition, they used an extreme gradient boosting (XGB) algorithm to predict mPAP levels after training on 10 echocardiographic parameters, which could refine risk stratification before TTVR without invasive surgery, and provided the ability to calculate mPAP levels using echocardiographic input parameters (<xref ref-type="bibr" rid="B67">67</xref>). Moreover, by multivariate regression analysis, they found that predicted TAPSE/mPAP levels were independently associated with 2-year mortality after TTVR (<xref ref-type="bibr" rid="B67">67</xref>). In the end, they revealed that patients with preserved predicted RV-PA coupling, defined by TAPSE/mPAP values greater than 0.617&#x2005;mm/mmHg, had significantly better survival than patients with reduced RV-PA coupling, and XGB may help to develop treatment strategies to improve survival outcomes in patients with reduced RV-PA coupling (<xref ref-type="bibr" rid="B67">67</xref>). Thus, RV-PA coupling plays a key role in risk stratification and patient selection for TTVR.</p>
</sec>
<sec id="s3c"><label>3.3</label><title>Mitral valve</title>
<p>Mitral regurgitation (MR) has the highest incidence of valvular heart disease worldwide (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B71">71</xref>). Untreated moderate to severe MR is responsible for the progressive LV dilatation and dysfunction, leading to reduced quality of life, high rates of morbidity, mortality, and HF hospitalization (<xref ref-type="bibr" rid="B72">72</xref>). Depending on the pathogenesis, MR can be of primary or secondary (PMR/SMR) (<xref ref-type="bibr" rid="B73">73</xref>, <xref ref-type="bibr" rid="B74">74</xref>). Conventional surgical approach used to be a feasible therapy for patients with symptomatic MR. However, since SMR is often associated with dilated left ventricle with markedly reduced ejection fraction (<xref ref-type="bibr" rid="B33">33</xref>), less invasive therapeutic options have emerged as a preferred alternative to surgery (<xref ref-type="bibr" rid="B75">75</xref>). Transcatheter mitral valve repair (TMVR) using the MitraClip and the PASCAL edge-to-edge devices is classified in recent guidelines as a treatment that should be considered to improve outcomes in patients with PMR and SMR, especially those at high surgical risk (<xref ref-type="bibr" rid="B76">76</xref>, <xref ref-type="bibr" rid="B77">77</xref>). Owing to the improvement in prognosis and quality of life, mitral valve TEER has been performed more frequently in clinical practice (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B76">76</xref>). Therefore, predicting the outcome after TEER seemed to be more important than ever. In recent years, RV-PA coupling has been proposed as a novel parameter for risk stratification in the TEER population. The relevant studies are listed in <xref ref-type="table" rid="T3">Table&#x00A0;3</xref>.</p>
<table-wrap id="T3" position="float"><label>Table 3</label>
<caption><p>Studies examining the utility of RV-PA coupling among TMVR recipients.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="center"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Author, year</th>
<th valign="top" align="center">Modality</th>
<th valign="top" align="center">Study population</th>
<th valign="top" align="center">RV-PA uncoupling cutoff</th>
<th valign="top" align="center">Follow up</th>
<th valign="top" align="center">Baseline RV-PA Uncoupling<xref ref-type="table-fn" rid="table-fn11"><sup>a</sup></xref></th>
<th valign="top" align="center">Main results</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Karam et al. (<xref ref-type="bibr" rid="B78">78</xref>)</td>
<td valign="top" align="left">TTE and TEE</td>
<td valign="top" align="left">817 patients underwent TMVR in 8 European tertiary centers</td>
<td valign="top" align="left">&#x003C;0.274&#x2005;mm/mmHg</td>
<td valign="top" align="left">2 years</td>
<td valign="top" align="center">25.8&#x0025;</td>
<td valign="top" align="left">TAPSE/PASP ratio is significantly associated with all-cause mortality in TMVR recipients as a continuous variable</td>
</tr>
<tr>
<td valign="top" align="left">Trejo-Velasco et al. (<xref ref-type="bibr" rid="B79">79</xref>)</td>
<td valign="top" align="left">TTE and RHC</td>
<td valign="top" align="left">228 patients underwent TMVR from 17 Spanish centers</td>
<td valign="top" align="left">&#x2264;0.35&#x2005;mm/mmHg</td>
<td valign="top" align="left">1 year</td>
<td valign="top" align="center">50&#x0025;</td>
<td valign="top" align="left">TAPSE/PASP ratio is significantly associated with all-cause mortality, HF readmissions and STS-Score</td>
</tr>
<tr>
<td valign="top" align="left">Brener et al. (<xref ref-type="bibr" rid="B80">80</xref>)</td>
<td valign="top" align="left">TTE</td>
<td valign="top" align="left">372 patients enrolled in the COAPT trial</td>
<td valign="top" align="left">&#x003C;0.5&#x0025;/mmHg<xref ref-type="table-fn" rid="table-fn12"><sup>b</sup></xref></td>
<td valign="top" align="left">2 years</td>
<td valign="top" align="center">70.2&#x0025;</td>
<td valign="top" align="left">RVFWLS/RVSP ratio is significantly and independently associated with the composite of all-cause mortality and hospitalization for HF as a continuous variable</td>
</tr>
<tr>
<td valign="top" align="left">Popolo Rubbio et al. (<xref ref-type="bibr" rid="B81">81</xref>)</td>
<td valign="top" align="left">TTE</td>
<td valign="top" align="left">165 patients treated with the MitraClip from a single Italian center</td>
<td valign="top" align="left">&#x2264;0.36&#x2005;mm/mmHg</td>
<td valign="top" align="left">1 year</td>
<td valign="top" align="center">38.1&#x0025;</td>
<td valign="top" align="left">TAPSE/PASP ratio is strongly associated with all-cause mortality and HF hospitalization</td>
</tr>
<tr>
<td valign="top" align="left">Tua et al. (<xref ref-type="bibr" rid="B15">15</xref>)</td>
<td valign="top" align="left">TTE</td>
<td valign="top" align="left">52 patients treated with the MitralClip from two Italian centrers</td>
<td valign="top" align="left">&#x003C;0.14&#x2005;mm/mmHg<xref ref-type="table-fn" rid="table-fn13"><sup>c</sup></xref></td>
<td valign="top" align="left">1 year</td>
<td valign="top" align="center">57.7&#x0025;</td>
<td valign="top" align="left"><italic>&#x0394;</italic>(TAPSE/PASP) is not significantly associated with death; TAPSE/PASP is associated with the composite endpoint</td>
</tr>
<tr>
<td valign="top" align="left">Sugiura et al. (<xref ref-type="bibr" rid="B70">70</xref>)</td>
<td valign="top" align="left">TTE</td>
<td valign="top" align="left">744 patients treated with the MitralClip from 3 German centers</td>
<td valign="top" align="left">Not identified</td>
<td valign="top" align="left">18 months (median data)</td>
<td valign="top" align="center">-</td>
<td valign="top" align="left">TAPSE/PASP ratio is significantly associated with the composite of all-cause mortality and hospitalization for HF</td>
</tr>
<tr>
<td valign="top" align="left">Adamo et al. (<xref ref-type="bibr" rid="B82">82</xref>)</td>
<td valign="top" align="left">TTE</td>
<td valign="top" align="left">501 patients underwent TMVR from 13 Italian centrers</td>
<td valign="top" align="left">&#x003C;0.36&#x2005;mm/mmHg</td>
<td valign="top" align="left">584 days (median data)</td>
<td valign="top" align="center">51.5&#x0025;</td>
<td valign="top" align="left">TAPSE/PASP ratio is significantly associated with long-term all-cause mortality; responders with improvement in TAPSE/PASP ratio is associated with better outcomes</td>
</tr>
<tr>
<td valign="top" align="left">Shechter et al. (<xref ref-type="bibr" rid="B83">83</xref>)</td>
<td valign="top" align="left">TTE</td>
<td valign="top" align="left">707 patients underwent TMVR from a single Swiss center</td>
<td valign="top" align="left">&#x003C;0.37&#x2005;mm/mmHg</td>
<td valign="top" align="left">1 year</td>
<td valign="top" align="center">50&#x0025;</td>
<td valign="top" align="left">TAPSE/PASP ratio is not associated with outcomes of primary MR patients undergoing TMVR; TAPSE/PASP ratio is independently associated with excessive postprocedural mortality and HF hospitalizations in functional MR patients</td>
</tr>
<tr>
<td valign="top" align="left">Koschutnik et al. (<xref ref-type="bibr" rid="B84">84</xref>)</td>
<td valign="top" align="left">TTE<break/>RHC</td>
<td valign="top" align="left">156 patients underwent TMVR from a single Austrian center</td>
<td valign="top" align="left">&#x003C;0.36&#x2005;mm/mmHg</td>
<td valign="top" align="left">2 years</td>
<td valign="top" align="center">64&#x0025;</td>
<td valign="top" align="left">RV-PA uncoupling is significantly associated with a combined endpoint consisting of HF hospitalization and death both in primary and secondary MR</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn10"><p>COAPT, Cardiovascular Outcomes Assessment of the MitraClip Percutaneous Therapy for Heart Failure Patients With Functional Mitral Regurgitation; HF, heart failure; MR, mitral regurgitation; PA, pulmonary artery; PASP, pulmonary artery systolic pressure; RV, right ventricular; FWLS, free wall longitudinal strain; RHC, right heart catheterization; RVSP, right ventricular systolic pressure; STS, Society of Thoracic Surgeons; TAPSE, tricuspid annular plane systolic excursion; TEE, transesophageal echocardiography; TMVR, transcatheter mitral valve repair; TTE, transthoracic echocardiography.</p></fn>
<fn id="table-fn11"><label><sup>a</sup></label>
<p>The proportion of patients exhibiting RV-PA uncoupling.</p></fn>
<fn id="table-fn12"><label><sup>b</sup></label>
<p>Calculated by FWLS/RVSP ratio.</p></fn>
<fn id="table-fn13"><label><sup>c</sup></label>
<p>Defined by median &#x0394;(TAPSE/PASP) calculated by subtracting post-procedural values from pre-procedural values.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Recent evidence demonstrates that improvement in RV-PA coupling after TEER is associated with favorable outcomes. In a study of 156 patients with PMR or SMR undergoing TEER, impaired baseline RV&#x2013;PA coupling was present in 64&#x0025; of individuals with a TAPSE/PASP ratio &#x003C;0.36 (<xref ref-type="bibr" rid="B84">84</xref>). Patients with reduced RV-PA coupling had a strong association with HF hospitalization and death, as well as a high risk of non-cardiac conditions such as renal dysfunction (<xref ref-type="bibr" rid="B84">84</xref>). Using multivariable Cox regression analyses, Koschutnik et al. (<xref ref-type="bibr" rid="B84">84</xref>) found that a TAPSE/PASP ratio &#x003C;0.36 was independently associated with outcomes. Additionally, the authors found that after TEER, RV remodeling and RV-PA coupling may be reversed to some extent in individuals with impaired RV-PA coupling at baseline, which may provide additional prognostic information for poor outcomes (<xref ref-type="bibr" rid="B84">84</xref>). A similar message was delivered by Adamo et al., who elegantly demonstrated that SMR patients with lower baseline TAPSE, higher baseline PASP and postprocedural mitral gradient &#x2265;2&#x002B; were more likely to improve their TAPSE/PASP ratio after TEER, and may be associated with lower mortality compared with nonresponders with little change in TAPSE/PASP (<xref ref-type="bibr" rid="B82">82</xref>). In addition, several studies have focused on the prognostic value of RV-PA coupling, and emphasizing that higher TAPSE/PASP is associated with a favorable post-procedural outcome. Shechter et al. demonstrated that TAPSE/PASP &#x003C;0.37&#x2005;mm/mmHg at baseline was associated with worse preprocedural status and immediate postprocedural outcome (<xref ref-type="bibr" rid="B83">83</xref>). Thus, a low TAPSE/PASP ratio was strongly associated with higher post-TEER mortality and HF hospitalization in SMR patients (<xref ref-type="bibr" rid="B83">83</xref>). In another series of 165 SMR patients with the same TAPSE/PASP cut-off who underwent MitraClip implantation, a baseline RV&#x2013;PA uncoupling was associated with a higher rate of all-cause mortality (<xref ref-type="bibr" rid="B15">15</xref>). Brener et al. (<xref ref-type="bibr" rid="B80">80</xref>) performed their subanalysis of the COAPT (Cardiovascular Outcomes Assessment of the MitraClip Percutaneous Therapy for Heart Failure Patients With Functional Mitral Regurgitation) trial using the RVFWLS/PASP ratio, which also demonstrated the prognostic utility of RV-PA coupling. In conclusion, RV-PA coupling may provide further insight into strategy-making and should be accurately assessed when planning a TEER procedure for severe SMR to improve prognosis and subsequently reverse RV remodeling.</p>
</sec>
</sec>
<sec id="s4"><label>4</label><title>Congenital valvular disease</title>
<p>CHD is the most common congenital disease, including malformations of the cardiac structures and great vessels (<xref ref-type="bibr" rid="B85">85</xref>). Nearly twenty percent of newborns with CHD have right ventricular outflow tract obstruction (<xref ref-type="bibr" rid="B86">86</xref>), modern treatments for CHD, such as cardiac intervention and surgical repair, significantly prolong survival (<xref ref-type="bibr" rid="B87">87</xref>, <xref ref-type="bibr" rid="B88">88</xref>). Along with surgery [such as surgery for tetralogy of Fallot (TOF), pulmonary artery atresia, patent truncus arteriosus, Ross procedure, etc.], new diseases have emerged, including pulmonary valve dysfunction as a short- or long-term outcome (<xref ref-type="bibr" rid="B89">89</xref>). Take TOF for instance, after transannular patch repair, most of these patients will ultimately encounter pulmonary regurgitation (PR), pulmonary stenosis and eventually RV dilatation (<xref ref-type="bibr" rid="B90">90</xref>). If left untreated, RV failure would occur during long-term following up (<xref ref-type="bibr" rid="B91">91</xref>). Thus, pulmonary valve replacement (PVR) is necessary to prevent irreversible RV failure (<xref ref-type="bibr" rid="B90">90</xref>, <xref ref-type="bibr" rid="B92">92</xref>). Previous studies have focused on the assessment of RV dimensions and function, whereas the right ventricle is coupled to a highly compliant low-pressure PA system (<xref ref-type="bibr" rid="B93">93</xref>). Hence, the right ventricle and PA should be considered as a unit to assess prognosis after PVR. In or after the surgical treatment of TOF, pulmonary valve repair or replacement is often required to address issues such as pulmonary stenosis or PR (<xref ref-type="bibr" rid="B94">94</xref>, <xref ref-type="bibr" rid="B95">95</xref>). Studies focusing on RV-PA coupling in repaired TOF have recently attracted more attention, but research on RV-PA coupling in postoperative TOF patients undergoing PVR has rarely been reported. The most relevant publications are listed in <xref ref-type="table" rid="T4">Table&#x00A0;4</xref>.</p>
<table-wrap id="T4" position="float"><label>Table 4</label>
<caption><p>Studies examining the utility of RV-PA coupling with in patients with repaired TOF.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Author, year</th>
<th valign="top" align="center">Modality</th>
<th valign="top" align="center">Age (Years), Mean&#x2009;&#x00B1;&#x2009;SD</th>
<th valign="top" align="center">Study population</th>
<th valign="top" align="center">RV-PA uncoupling cutoff</th>
<th valign="top" align="center">RV-PA Uncoupling<xref ref-type="table-fn" rid="table-fn15"><sup>a</sup></xref></th>
<th valign="top" align="center">Main results</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Egbe et al. (<xref ref-type="bibr" rid="B96">96</xref>)</td>
<td valign="top" align="left">TTE</td>
<td valign="top" align="left">28&#x2009;&#x00B1;&#x2009;7 (age of patients with repaired TOF and controls)</td>
<td valign="top" align="left">84 patients with repaired TOF and 84 healthy controls, 45 patients valvular pulmonic stenosis with previous intervention</td>
<td valign="top" align="center">Not identified</td>
<td valign="top" align="center">-</td>
<td valign="top" align="left">Noninvasively measured RVFAC/RVSP and RVFAC/RVSP are correlated with exercise capacity which is significantly associated with cardiovascular mortality and have potential prognostic role in adults with CHD; RV-PA uncoupling may occur in chronic PR with preserved RV systolic function</td>
</tr>
<tr>
<td valign="top" align="left">Sandeep et al. (<xref ref-type="bibr" rid="B23">23</xref>)</td>
<td valign="top" align="left">CMRI</td>
<td valign="top" align="left">8.52&#x2009;&#x00B1;&#x2009;5.84<xref ref-type="table-fn" rid="table-fn16"><sup>b</sup></xref><break/>19.88&#x2009;&#x00B1;&#x2009;10.04<xref ref-type="table-fn" rid="table-fn17"><sup>c</sup></xref></td>
<td valign="top" align="left">135 postoperative TOF patients from a single Chinese center</td>
<td valign="top" align="center">Ea/Ees&#x2009;&#x003E;&#x2009;1</td>
<td valign="top" align="center">66.7&#x0025;</td>
<td valign="top" align="left">Ea/Ees ratio is significantly associated with declined RV function, and possibility of HF</td>
</tr>
<tr>
<td valign="top" align="left">Buddhe et al. (<xref ref-type="bibr" rid="B97">97</xref>)</td>
<td valign="top" align="left">CMRI and TTE</td>
<td valign="top" align="left">15.9&#x2009;&#x00B1;&#x2009;4.7<xref ref-type="table-fn" rid="table-fn18"><sup>d</sup></xref><break/>17.0&#x2009;&#x00B1;&#x2009;6.3<xref ref-type="table-fn" rid="table-fn19"><sup>e</sup></xref></td>
<td valign="top" align="left">248 individuals, 222 with repaired TOF, 26 with repaired TOF- pulmonary atresia from 14 German centers</td>
<td valign="top" align="center">Ea/Ees&#x2009;&#x003E;&#x2009;1</td>
<td valign="top" align="center">-</td>
<td valign="top" align="left">Ea/Ees ratio is correlated with NYHA class II symptoms and declined RV function. Ea/Ees ratio is worse in repaired TOF- pulmonary atresia patients</td>
</tr>
<tr>
<td valign="top" align="left">Cheng et al. (<xref ref-type="bibr" rid="B98">98</xref>)</td>
<td valign="top" align="left">TTE</td>
<td valign="top" align="left">18.6&#x2009;&#x00B1;&#x2009;8.3</td>
<td valign="top" align="left">60 patients with repaired TOF and 60 healthy controls from a single H.K center</td>
<td valign="top" align="center">&#x003C;0.64<xref ref-type="table-fn" rid="table-fn20"><sup>f</sup></xref><break/>&#x003C;1.19&#x2005;m<sup>2</sup>s<sup>&#x2212;1</sup> cm<sup>&#x2212;1</sup><xref ref-type="table-fn" rid="table-fn21"><sup>g</sup></xref></td>
<td valign="top" align="center">61.7&#x0025;<xref ref-type="table-fn" rid="table-fn20"><sup>f</sup></xref><break/>100&#x0025;<xref ref-type="table-fn" rid="table-fn21"><sup>g</sup></xref></td>
<td valign="top" align="left">RVFAC/ESA ratio and S&#x2032;/indexed RVESA ratio are impaired in repaired TOF patients and associated with LV and RV deformation</td>
</tr>
<tr>
<td valign="top" align="left">Vitarelli et al. (<xref ref-type="bibr" rid="B99">99</xref>)</td>
<td valign="top" align="left">TTE, CMR and 3DE</td>
<td valign="top" align="left">38.1&#x2009;&#x00B1;&#x2009;11.4</td>
<td valign="top" align="left">24 patients with repaired TOF and 24 healthy controls from an Italian center</td>
<td valign="top" align="center">0.31&#x0025;/mmHg<xref ref-type="table-fn" rid="table-fn22"><sup>h</sup></xref><break/>0.57&#x0025;/mmHg<xref ref-type="table-fn" rid="table-fn23"><sup>i</sup></xref><break/>0.86&#x0025;/mmHg<xref ref-type="table-fn" rid="table-fn24"><sup>j</sup></xref></td>
<td valign="top" align="center">-</td>
<td valign="top" align="left">3DE-derived parameters to access RV-PA coupling have high accuracy and are associated with RV dysfunction and clinical prognosis</td>
</tr>
<tr>
<td valign="top" align="left">Kim et al. (<xref ref-type="bibr" rid="B100">100</xref>)</td>
<td valign="top" align="left">CMRI and TTE</td>
<td valign="top" align="left">21.9 (19.4&#x2013;27.5)<xref ref-type="table-fn" rid="table-fn25"><sup>k</sup></xref></td>
<td valign="top" align="left">48 patients with repaired TOF from a single Korean center</td>
<td valign="top" align="center">Not identified</td>
<td valign="top" align="center">-</td>
<td valign="top" align="left">Impaired RV-PA coupling is associated with irreversible and maladaptive RV changes</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn14"><p>CMR, cardiac magnetic resonance; Ee, arterial elastance; Ees, End-systolic elastance; HF, heart failure; LV, left ventricular; PA, pulmonary artery; RV, right ventricular; RVAS, right ventricular global area strain; RVESA, right ventricular end-systolic area; RVESV, right ventricular end-systolic volume; RVFLS, right ventricular freewall longitudinal strain; RVSP, right ventricular systolic pressure; S&#x2032;, peak tricuspid annular s velocity; TOF, tetralogy of fallot; TTE, transthoracic echocardiogram.</p></fn>
<fn id="table-fn15"><label><sup>a</sup></label>
<p>The proportion of patients exhibiting RV-PA uncoupling.</p></fn>
<fn id="table-fn16"><label><sup>b</sup></label>
<p>Age at TOF Repair.</p></fn>
<fn id="table-fn17"><label><sup>c</sup></label>
<p>Age at PVR.</p></fn>
<fn id="table-fn18"><label><sup>d</sup></label>
<p>Patients with repaired TOF.</p></fn>
<fn id="table-fn19"><label><sup>e</sup></label>
<p>Patients with repaired TOF-pulmonary atresia.</p></fn>
<fn id="table-fn20"><label><sup>f</sup></label>
<p>Measured by the RV area change/ESA ratio.</p></fn>
<fn id="table-fn21"><label><sup>g</sup></label>
<p>Measured by RV peak tricuspid annular s velocity/indexed RV ESA ratio.</p></fn>
<fn id="table-fn22"><label><sup>h</sup></label>
<p>Measured by 3DRVAS/RVESV.</p></fn>
<fn id="table-fn23"><label><sup>i</sup></label>
<p>Measured by 3DRVAS/RVSP.</p></fn>
<fn id="table-fn24"><label><sup>j</sup></label>
<p>Measured by 3DRVFLS/RVESA.</p></fn>
<fn id="table-fn25"><label><sup>k</sup></label>
<p>median (interquartile range); 3DE, three-dimensional echocardiography.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>In a retrospective study of 135 postoperative TOF patients for PVR, noninvasive measurements by CMR imaging were performed in all patients, and the ratio of ESV/SV equal to Ea/Ees was introduced to define RV-PA coupling (ESV/SV&#x2009;&#x2264;&#x2009;1 for coupling and &#x003E;1 for uncoupling). RV-PA uncoupling was observed in 90 patients and 45 patients had a coupled RV-PA by CMR (<xref ref-type="bibr" rid="B23">23</xref>). Patients who underwent PVR had improved RV-PA coupling, supporting the idea that timely PVR can improve RV function. PA system maladapted to chronic RV loading explained the occurrence of uncoupling. Moreover, Sandeep et al. (<xref ref-type="bibr" rid="B23">23</xref>) found that Ea/Ees was negatively correlated with RVEF, which represents RV function that is directly correlated with volume overload and pulsatile afterload in the meantime; thus, assessment of RV-PA coupling following TOF repair is a more comprehensive way to reflect the hemodynamic burden of the right ventricle (<xref ref-type="bibr" rid="B23">23</xref>). Additionally, Kim SJ and colleagues (<xref ref-type="bibr" rid="B100">100</xref>) studied a total of 48 patients with repaired TOF and performed both cardiac catheterization and CMR imaging to assess hemodynamic parameters; 30 patients received PVR and most of them had RV-PA uncoupling. They found that no significant change in RV-PA coupling ratio was found after PVR. By univariate analysis, higher ESV/SV ratio was identified as a risk factor for adverse outcome, and they then concluded that RV-PA coupling is an important predictor for postoperative outcome (<xref ref-type="bibr" rid="B100">100</xref>).</p>
<p>As mentioned above, researchers have paid more attention to the RV-PA coupling in repaired TOF without PVR. In a study of 60 patients with repaired TOF, RVFAC/end-systolic area (ESA) ratio and peak tricuspid annular s velocity/indexed RV ESA ratio were assessed to represent RV-PA coupling. They concluded that RV-PA coupling is impaired in rTOF, while demonstrating for the first time that RV and LV mechanics, as well as severity of PR and tricuspid regurgitation (TR) in patients had correlations with RV-PA coupling (<xref ref-type="bibr" rid="B98">98</xref>). Buddhe et al. (<xref ref-type="bibr" rid="B97">97</xref>) compared RV-PA coupling in repaired standard TOF and those with repaired TOF-pulmonary atresia using the ratio of RV ESV to pulmonary artery SV. RV-PA coupling was impaired in both cohorts, but was worse in repaired TOF- pulmonary atresia. Notably, after regression analysis, they found that RV-PA coupling was associated with New York Heart Association (NYHA) class, and saw the promising future that RV-PA coupling emerge as an indicator of PA compliance and cardiovascular performance (<xref ref-type="bibr" rid="B97">97</xref>). Therefore, RV-PA coupling exerts a major impact on risk stratification and prognosis assessment in patients after TOF with or without PVR.</p>
</sec>
<sec id="s5"><label>5</label><title>Limitations</title>
<p>Although RV-PA coupling has been proven to be a strong marker to predict VHD prognosis postoperatively, limitations of which are not negligible. Invasive measurement method using RHC has high sensitivity and accuracy, but it is highly technically demanding, expensive and unpractical to operate bedside (<xref ref-type="bibr" rid="B24">24</xref>). Among non-invasive measurement methods, TAPSE/PASP ratio is the most commonly used due to its convenience, however, in case of modest to severe TR, PASP may be underestimated that leads to inaccurate RV-PA coupling measurement. In addition, TAPSE together with S&#x2032; is angle dependent. 3D-TTE derived SV/ESV avoids estimation of PASP but have high quality image requirements. Thus, further advancements in non-invasive techniques are in great demand. Another limitation is that the calculated cutoff value of RV-PA coupling via echocardiography varies significantly. It can decrease the importance of its measurement and building prognostic model.</p>
</sec>
<sec id="s6"><label>6</label><title>Summary and prospect</title>
<p>RV-PA coupling has been considered as a strong marker to be implied to multiple conditions, among which is VHD. With the development of technology, treatments for VHD are diversiform and efficient enough to handle conditions that used to be troublesome. However, if unable to distinguish advanced stage of disease progression, advanced treatments to change the disease may be futile. Moreover, some patients may choose conservative treatments, monitoring their daily behavior of various risk conditions are vital to survival. RV-PA coupling has been shown to be a sensitive index for predicting prognosis both in conditions of congenital and acquired valvular diseases. Therefore, it should be routinely assessed as part of the comprehensive echocardiographic or CMR evaluation to help clinicians stratify risk, guide treatment, and improve prognosis. It is vital to develop new method to increase the accuracy, reproducibility, and time efficiency of the assessment of RV-PA coupling in clinical practice. For example, artificial intelligence approach has the potential to automatedly obtain RV-PA coupling and predict poor prognosis in VHD patients.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="author-contributions"><title>Author contributions</title>
<p>ZW: Conceptualization, Methodology, Software, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MX: Funding acquisition, Methodology, Writing &#x2013; original draft. LZ: Conceptualization, Funding acquisition, Methodology, Writing &#x2013; original draft. QH: Software, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. LG: Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MJ: Software, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. YL: Software, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. YL: Funding acquisition, Methodology, Writing &#x2013; original draft.</p>
</sec>
<sec id="s8" sec-type="funding-information"><title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. The research was supported by grants from National Natural Science Foundation of China (grant numbers 82371991, 82230066, 82371990, 82171964); Key Research and Development Program of Hubei (grant numbers 2020DCD015, 2021BCA138).</p>
</sec>
<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>
</sec>
<sec id="s10" sec-type="ai-statement"><title>Generative AI statement</title>
<p>The authors declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s11" 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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