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<front>
<journal-meta>
<journal-id journal-id-type="pmc">CHD</journal-id>
<journal-id journal-id-type="nlm-ta">CHD</journal-id>
<journal-id journal-id-type="publisher-id">CHD</journal-id>
<journal-title-group>
<journal-title>Congenital Heart Disease</journal-title>
</journal-title-group>
<issn pub-type="epub">1747-0803</issn>
<issn pub-type="ppub">1747-079X</issn>
<publisher>
<publisher-name>Tech Science Press</publisher-name>
<publisher-loc>USA</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">51587</article-id>
<article-id pub-id-type="doi">10.32604/chd.2024.051587</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Article</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Reliability of Echocardiographic Pulmonary Vascular Resistance to Screen for the New Definition of Precapillary Pulmonary Hypertension in Uncorrected Secundum Atrial Septal Defect</article-title>
</title-group>
<contrib-group>
<contrib id="author-1" contrib-type="author" corresp="yes">
<name name-style="western"><surname>Myrtha</surname><given-names>Risalina</given-names></name>
<xref ref-type="aff" rid="aff-1">1</xref>
<xref ref-type="aff" rid="aff-2">2</xref><email>risalinamustarsid@staff.uns.ac.id</email>
</contrib>
<contrib id="author-2" contrib-type="author">
<name name-style="western"><surname>Mumpuni</surname><given-names>Hasanah</given-names></name>
<xref ref-type="aff" rid="aff-3">3</xref>
<xref ref-type="aff" rid="aff-4">4</xref>
</contrib>
<contrib id="author-3" contrib-type="author">
<name name-style="western"><surname>Marsam</surname><given-names>Real Kusumanjaya</given-names></name>
<xref ref-type="aff" rid="aff-3">3</xref>
<xref ref-type="aff" rid="aff-4">4</xref>
</contrib>
<contrib id="author-4" contrib-type="author">
<name name-style="western"><surname>Anggrahini</surname><given-names>Dyah Wulan</given-names></name>
<xref ref-type="aff" rid="aff-3">3</xref>
<xref ref-type="aff" rid="aff-4">4</xref>
</contrib>
<contrib id="author-5" contrib-type="author">
<name name-style="western"><surname>Hartopo</surname><given-names>Anggoro Budi</given-names></name>
<xref ref-type="aff" rid="aff-3">3</xref>
<xref ref-type="aff" rid="aff-4">4</xref>
</contrib>
<contrib id="author-6" contrib-type="author">
<name name-style="western"><surname>Dinarti</surname><given-names>Lucia Kris</given-names></name>
<xref ref-type="aff" rid="aff-3">3</xref>
<xref ref-type="aff" rid="aff-4">4</xref>
</contrib>
<aff id="aff-1"><label>1</label><institution>Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Sebelas Maret</institution>, <addr-line>Surakarta, 57126</addr-line>, <country>Indonesia</country></aff>
<aff id="aff-2"><label>2</label><institution>Department of Cardiology and Vascular Medicine, Universitas Sebelas Maret Hospital</institution>, <addr-line>Sukoharjo, 57161</addr-line>, <country>Indonesia</country></aff>
<aff id="aff-3"><label>3</label><institution>Department of Cardiology and Vascular Medicine, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada</institution>, <addr-line>Yogyakarta, 55281</addr-line>, <country>Indonesia</country></aff>
<aff id="aff-4"><label>4</label><institution>Department of Cardiology and Vascular Medicine, Dr. Sardjito Hospital</institution>, <addr-line>Yogyakarta, 55284</addr-line>, <country>Indonesia</country></aff>
</contrib-group><author-notes><corresp id="cor1"><label>&#x002A;</label>Corresponding Author: Risalina Myrtha. Email: <email>risalinamustarsid@staff.uns.ac.id</email></corresp></author-notes>
<pub-date date-type="collection" publication-format="electronic">
<year>2024</year></pub-date>
<pub-date date-type="pub" publication-format="electronic"><day>26</day><month>7</month><year>2024</year></pub-date>
<volume>19</volume>
<issue>3</issue>
<fpage>315</fpage>
<lpage>324</lpage>
<history>
<date date-type="received"><day>09</day><month>3</month><year>2024</year></date>
<date date-type="accepted"><day>31</day><month>5</month><year>2024</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2024 Myrtha et al.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Myrtha et al.</copyright-holder>
<license xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>This work is licensed under a <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
</license>
</permissions>
<self-uri content-type="pdf" xlink:href="https://techscience.com/chd/v19n3/51587/TSP_CHD_51587.pdf"></self-uri>
<abstract>
<sec>
<title>Background and Objective</title>
<p>The most feared complication of uncorrected secundum Atrial Septal Defect (ASD) is pulmonary arterial hypertension (PAH). Pulmonary vascular resistance (PVR) is crucial in detecting precapillary pulmonary hypertension (PH) to guide the need for PAH-specific therapy. There is a change in the cut-off value of PVR according to the recently updated PH guideline. How echocardiographic PVR (PVR<sub>echo</sub>) correlates to PVR by right heart catheterization (RHC) (PVR<sub>cath</sub>) according to the new guidelines has not been known. The aim of this study is to determine the reliability of PVR<sub>echo</sub> in detecting PAH in Uncorrected Ostium Secundum ASD based on the current updated guideline and to help screen the high PVR group.</p>
</sec>
<sec>
<title>Methods</title>
<p>429 ostium secundum ASD in the COngenital HeARt Disease in Adult and Pulmonary Hypertension (COHARD-PH) registry was divided into three groups according to the PVR. PVR<sub>echo</sub> was calculated using Abbas&#x2019; Formula and compared the its gold standard, the PVR<sub>cath</sub>. The correlation between the two methods was analyzed. The Bland-Altman plot was used to analyze the agreement between the two methods. Receiver operating characteristics (ROC) analysis was used to determine the PVR<sub>echo</sub> cut-off value for high PVR.</p></sec>
<sec>
<title>Results</title>
<p>The majority of the population (63.5%) had high PVR. Female gender dominated the study population (84%). PVR<sub>echo</sub> was significantly correlated with PVR<sub>cath</sub> (r &#x003D; 0.6225, <italic>p</italic> &#x003C; 0.0001). Bland-Altman plot among all groups and in subgroups analysis showed a wide range of agreement. PVR<sub>echo</sub> underestimated PVR<sub>cath</sub> 5.124 WU. In subgroup analysis, PVR<sub>echo</sub> overestimated PVR<sub>cath</sub> 0.35 WU in those with PVR &#x003C; 2 WU. In the second and third groups, PVR<sub>echo</sub> underestimated PVR<sub>cath</sub> 0.52 and 10.77 WU, respectively.</p></sec>
<sec>
<title>Conclusion</title>
<p>PVR<sub>echo</sub> is reliable in predicting high PVR in uncorrected secundum ASD. However, there is a wide range of agreement. PVR<sub>echo</sub> cut-off value of &#x003E;1.62 WU showed good discriminatory power in determining high PVR.</p></sec>
</abstract>
<kwd-group kwd-group-type="author">
<kwd>Pulmonary vascular resistance</kwd>
<kwd>atrial septal defect</kwd>
<kwd>echocardiography</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<label>1</label>
<title>Introduction</title>
<p>Atrial Septal Defect (ASD) is the most common form of congenital heart disease (CHD) found in adults. The slow progression of the disease is the unique characteristic of ASD so it remains undiagnosed until young adulthood [<xref ref-type="bibr" rid="ref-1">1</xref>]. In the COngenital HeARt Disease in Adult and Pulmonary Hypertension (COHARD-PH) registry, secundum ASD constitutes the majority population in this hospital-based registry (73.4% of all population). The majority of patients (66.9%) in COHARD-PH suffered from pulmonary arterial hypertension (PAH) [<xref ref-type="bibr" rid="ref-2">2</xref>]. PAH may commonly develop in uncorrected ASD due to chronic volume overload to the pulmonary circulation. It can also cause pulmonary vascular remodeling and lead to irreversible pulmonary vascular disease, the most feared complication of uncorrected left-to-right shunt [<xref ref-type="bibr" rid="ref-3">3</xref>].</p>
<p>According to the European Society of Echocardiography (ESC) guideline on Pulmonary Hypertension 2015, pulmonary hypertension (PH) is diagnosed if the mean pulmonary arterial pressure (mPAP) &#x2265;25 mmHg at rest in right heart catheterization (RHC). Pulmonary artery hypertension (PAH) is diagnosed if the pulmonary artery wedge pressure (PAWP) &#x2264;15 mmHg and pulmonary vascular resistance (PVR) &#x003E;3 Woods Unit (WU) without other causes of precapillary PH [<xref ref-type="bibr" rid="ref-4">4</xref>]. In the recent ESC guideline on PH, the lower limit of mPAP is lowered to &#x003E;20 mmHg and PVR &#x003E; 2 WU [<xref ref-type="bibr" rid="ref-5">5</xref>,<xref ref-type="bibr" rid="ref-6">6</xref>]. Echocardiography has not been studied in predicting PH based on the new criteria of mPAP &#x003E;20&#x2005;mmHg instead of &#x2265;25&#x2005;mmHg and PVR &#x003E; 2 WU rather than &#x003E;3 WU.</p>
<p>PVR is an important variable in the diagnosis of precapillary PH. PVR is significant in determining the diagnosis, management, and prognosis of adult congenital heart disease (ACHD) patients. PVR is crucial in the diagnosis of PH in the ACHD population, in order to differentiate group 2 PH associated with left heart disease from other groups. RHC remains the gold standard in the calculation of PVR in ACHD [<xref ref-type="bibr" rid="ref-5">5</xref>,<xref ref-type="bibr" rid="ref-7">7</xref>]. Nevertheless, in developing countries, the availability of cardiac catheterization laboratories is limited. Besides, echocardiography is widely available, easy to perform, and less costly. Doppler echocardiography using Abbas&#x2019; Formula has been known to be strongly correlated with invasively measured PVR. However, PVR using Abbas&#x2019; Formula has a mean difference of 2.07 WU and wide standard deviation in ASD with PVR &#x0003C; 3 WU. The sensitivity and specificity of the Abbas method in PVR &#x003E; 3 WU are 100% and 31.5%, respectively [<xref ref-type="bibr" rid="ref-2">2</xref>,<xref ref-type="bibr" rid="ref-7">7</xref>,<xref ref-type="bibr" rid="ref-8">8</xref>].</p>
<p>PVR is an important parameter to obtain because it determines the need for PAH-specific drugs in ASD-associated PAH. The American Society of Echocardiography (ASE) recommendation suggests the use of the Abbas formula for assessing echocardiographic PVR. Non-invasive estimation of PVR should not be used to replace invasively measured PVR [<xref ref-type="bibr" rid="ref-9">9</xref>]. However, not all centers have the invasive modality. In addition, echocardiography is widely available and easier to perform in a bedside setting. We aimed to investigate whether echocardiographic PVR could help screen patients with high PVR who need PAH-targeted therapy in uncorrected secundum ASD.</p>
<p>Due to the new definition of PAH according to the 2022 ESC guideline on PH, we aimed to assess the reliability of echocardiographic PVR to diagnose PAH based on the recent guideline in uncorrected ostium secundum ASD and to help screen for the high PVR group.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Methods and Patients</title>
<sec id="s2_1">
<label>2.1</label>
<title>Study Population</title>
<p>COHARD-PH registry is a prospective, single-center, observational study enrolling adult patients with CHD and CHD-related PH at Dr. Sardjito Hospital in Jogjakarta, Indonesia. In this registry, patients who were suspected of having CHD and CHD-related PH performed a variety of diagnostic procedures to confirm their CHD and CHD-related PH. The subjects are recruited from outpatient clinics and inpatient wards in sequence. Enrollment and monitoring have been conducted since July 2012 to the present. Since July 2012, enrollment and follow-up have been conducted. This registry consisted of patients over 18 years of age. Uncorrected ostium secundum ASD with complete echocardiographic and catheterization data were included. ASD other than ostium secundum were excluded. If another shunt lesion or obstructive lesion were excluded. In this study, 429 ostium secundum ASD patients were included. The population was divided into three groups, i.e., group 1 (PVR &#x2264; 2 WU), group 2 (PVR &#x003E; 2&#x2013;3 WU), and group 3 (PVR &#x003E; 3 WU). This research was approved by the ethical committee of the Faculty of Medicine, Public Health, and Nursing at Universitas Gadjah Mada with Approval No. KE/FK/0275/EC on 20 February, 2023. Informed consents were obtained from each patient before they were included in the registry.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Procedures</title>
<p>Along with a physical exam, an electrocardiogram (ECG), and a chest X-ray, patients also conducted an interview. Patients suspected of having CHD underwent transthoracic echocardiography (TTE) as the main diagnostic test. Based on the most recent recommendations, TTE assessed the probability of PH. In certain cases, the agitated saline contrast echocardiography was carried out if the TTE study revealed any uncertainties concerning septal abnormalities or shunts. Transoesophageal echocardiography, also known as TOE, was carried out on patients whose ASD had been confirmed using TTE. The G.E. Vivid 7, G.E. Vivid S6, G.E. T8, G.E. E95 (G.E. Healthcare, Pittsburgh, PA, USA), Philips HD 15, Philips Epiq 7, and Philips Epiq CVx (Philips N.V., Amsterdam, Netherlands) were used for the TTE and TOE examination. Cardiologists serving as consultants carried out the TTE and TOE examinations&#x2019; validation and confirmation in this registry-specific center. Guidelines from the ASE and the European Association of Echocardiography (EAE) were followed in the acquisition, validation, and confirmation of the images. The interobserver variability coefficients of the cardiologist consultants were investigated, and the results revealed &#x003E;80% agreement. At the time of the initial visit, a two-dimensional echocardiogram and a Doppler measurement were done. Using Abbas&#x2019; Formula, PVR by echocardiography was determined [<xref ref-type="bibr" rid="ref-10">10</xref>]:<disp-formula id="ueqn-1">
<mml:math id="mml-ueqn-1" display="block"><mml:mi>P</mml:mi><mml:mi>V</mml:mi><mml:mi>R</mml:mi><mml:mo>=</mml:mo><mml:mn>10</mml:mn><mml:mo>&#x00D7;</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi>T</mml:mi><mml:mi>R</mml:mi><mml:mrow><mml:msub><mml:mi>V</mml:mi><mml:mrow><mml:mi>m</mml:mi><mml:mi>a</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mrow><mml:mrow><mml:mi>T</mml:mi><mml:mi>V</mml:mi><mml:mrow><mml:msub><mml:mi>I</mml:mi><mml:mrow><mml:mi>R</mml:mi><mml:mi>V</mml:mi><mml:mi>O</mml:mi><mml:mi>T</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mrow></mml:mfrac></mml:mrow><mml:mo>+</mml:mo><mml:mn>0.16</mml:mn></mml:mstyle></mml:math>
</disp-formula></p>
<p>After TTE and TOE confirmation of ASD and inclusion in the registry, all patients underwent RHC. Cardiologist consultants carried out the RHC on unsedated patients following standard protocols. In RHC, hemodynamics was calculated, PAH was identified, and the septal defect closure method was decided based on the RHC result. The indirect Fick method was employed to determine the cardiac output by hospital procedure. Using the equation: pulmonary blood flow (Qp)/systemic blood flow (Qs) &#x003D; (aorta saturation &#x2212; mixed vein (MV) saturation)/pulmonal vein (PV) saturation-pulmonary artery (PA) saturation, the flow ratio was obtained. A MV saturation was determined to be as follows:<disp-formula id="ueqn-2">
<mml:math id="mml-ueqn-2" display="block"><mml:mi>M</mml:mi><mml:mi>V</mml:mi><mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mi>s</mml:mi><mml:mi>a</mml:mi><mml:mi>t</mml:mi><mml:mi>u</mml:mi><mml:mi>r</mml:mi><mml:mi>a</mml:mi><mml:mi>t</mml:mi><mml:mi>i</mml:mi><mml:mi>o</mml:mi><mml:mi>n</mml:mi><mml:mo>=</mml:mo><mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mn>4</mml:mn><mml:mo>&#x00D7;</mml:mo><mml:mi>S</mml:mi><mml:mi>V</mml:mi><mml:mi>C</mml:mi><mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mi>s</mml:mi><mml:mi>a</mml:mi><mml:mi>t</mml:mi><mml:mi>u</mml:mi><mml:mi>r</mml:mi><mml:mi>a</mml:mi><mml:mi>t</mml:mi><mml:mi>i</mml:mi><mml:mi>o</mml:mi><mml:mi>n</mml:mi></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mo>+</mml:mo><mml:mi>I</mml:mi><mml:mi>V</mml:mi><mml:mi>C</mml:mi><mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mi>s</mml:mi><mml:mi>a</mml:mi><mml:mi>t</mml:mi><mml:mi>u</mml:mi><mml:mi>r</mml:mi><mml:mi>a</mml:mi><mml:mi>t</mml:mi><mml:mi>i</mml:mi><mml:mi>o</mml:mi><mml:mi>n</mml:mi></mml:mrow><mml:mn>4</mml:mn></mml:mfrac></mml:mrow></mml:mstyle></mml:math>
</disp-formula></p>
<p>The pulmonary vascular resistance index (PVRi) was determined using the following formula:<disp-formula id="ueqn-3">
<mml:math id="mml-ueqn-3" display="block"><mml:mi>P</mml:mi><mml:mi>V</mml:mi><mml:mi>R</mml:mi><mml:mi>i</mml:mi><mml:mo>=</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi>m</mml:mi><mml:mi>P</mml:mi><mml:mi>A</mml:mi><mml:mi>P</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>m</mml:mi><mml:mi>L</mml:mi><mml:mi>A</mml:mi><mml:mi>P</mml:mi></mml:mrow><mml:mrow><mml:mi>Q</mml:mi><mml:mi>p</mml:mi></mml:mrow></mml:mfrac></mml:mrow></mml:mstyle></mml:math>
</disp-formula></p>
<p><disp-formula id="ueqn-4">
<mml:math id="mml-ueqn-4" display="block"><mml:mi>Q</mml:mi><mml:mi>p</mml:mi><mml:mo>=</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mrow><mml:msub><mml:mi>O</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mi>c</mml:mi><mml:mi>o</mml:mi><mml:mi>n</mml:mi><mml:mi>s</mml:mi><mml:mi>u</mml:mi><mml:mi>m</mml:mi><mml:mi>p</mml:mi><mml:mi>t</mml:mi><mml:mi>i</mml:mi><mml:mi>o</mml:mi><mml:mi>n</mml:mi><mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mrow><mml:mi>m</mml:mi><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mo>/</mml:mo></mml:mrow><mml:mi>m</mml:mi><mml:mi>i</mml:mi><mml:mi>n</mml:mi></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mn>1.36</mml:mn><mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mo>&#x00D7;</mml:mo><mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mn>10</mml:mn><mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mo>&#x00D7;</mml:mo><mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mi>H</mml:mi><mml:mi>e</mml:mi><mml:mi>m</mml:mi><mml:mi>o</mml:mi><mml:mi>g</mml:mi><mml:mi>l</mml:mi><mml:mi>o</mml:mi><mml:mi>b</mml:mi><mml:mi>i</mml:mi><mml:mi>n</mml:mi><mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mo>&#x00D7;</mml:mo><mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi>P</mml:mi><mml:mi>V</mml:mi><mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mi>s</mml:mi><mml:mi>a</mml:mi><mml:mi>t</mml:mi><mml:mi>u</mml:mi><mml:mi>r</mml:mi><mml:mi>a</mml:mi><mml:mi>t</mml:mi><mml:mi>i</mml:mi><mml:mi>o</mml:mi><mml:mi>n</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>P</mml:mi><mml:mi>A</mml:mi><mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mi>s</mml:mi><mml:mi>a</mml:mi><mml:mi>t</mml:mi><mml:mi>u</mml:mi><mml:mi>r</mml:mi><mml:mi>a</mml:mi><mml:mi>t</mml:mi><mml:mi>i</mml:mi><mml:mi>o</mml:mi><mml:mi>n</mml:mi></mml:mrow><mml:mrow><mml:mn>100</mml:mn></mml:mrow></mml:mfrac></mml:mrow></mml:mstyle></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:mfrac></mml:mrow></mml:mstyle></mml:math>
</disp-formula></p>
<p><disp-formula id="ueqn-5">
<mml:math id="mml-ueqn-5" display="block"><mml:mi>P</mml:mi><mml:mi>V</mml:mi><mml:mi>R</mml:mi><mml:mo>=</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi>P</mml:mi><mml:mi>V</mml:mi><mml:mi>R</mml:mi><mml:mi>i</mml:mi></mml:mrow><mml:mrow><mml:mi>B</mml:mi><mml:mi>o</mml:mi><mml:mi>d</mml:mi><mml:mi>y</mml:mi><mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mi>S</mml:mi><mml:mi>u</mml:mi><mml:mi>r</mml:mi><mml:mi>f</mml:mi><mml:mi>a</mml:mi><mml:mi>c</mml:mi><mml:mi>e</mml:mi><mml:mrow><mml:mtext>&#x00A0;</mml:mtext></mml:mrow><mml:mi>A</mml:mi><mml:mi>r</mml:mi><mml:mi>e</mml:mi><mml:mi>a</mml:mi></mml:mrow></mml:mfrac></mml:mrow></mml:mstyle></mml:math>
</disp-formula></p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Statistical Analysis</title>
<p>For statistical computation, MedCalc Version 20.014 was used. Patients with echocardiographically measurable tricuspid regurgitation (TR) were analyzed statistically (patients without TR were excluded). Initially, the correlation between echocardiographic PVR and invasively measured PVR was evaluated using Pearson&#x2019;s correlation, with <italic>p</italic> &#x003C; 0.05 indicating significance. Using the Bland-Altman test, the mean difference &#x00B1; standard deviation (SD) between echocardiography and RHC was determined. We assessed the sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and accuracy of echocardiographic PVR for diagnosing precapillary PH. The receiver operating characteristics (ROC) curve and Youden index were utilized to establish the ideal new cut-off value of echocardiographic PVR as a screening tool for high PVR (&#x003E;2 WU) according to the latest guideline. Continuous data were reported as either mean and standard deviation (SD) or median and interquartile range, depending on the normality of the data distribution. The category data were reported as numerical values and percentages.</p>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Patients Characteristics</title>
<p>Between 2002 and 2022, 1272 ASD patients were included in the COHARD-PH registry. Of these patients, 1,021 patients (80.27%) were diagnosed with secundum ASD. Of these patients, 681 patients (66.70%) had complete RHC data, of whom 429 patients had echocardiographic PVR data (<xref ref-type="fig" rid="fig-1">Fig. 1</xref>). The age of the study population ranges from 17 years old to 69 years old. Females dominated the study population (84.0%). Likewise, all the study groups were dominated by females. The median body mass index (BMI) was 19.53 kg/m<sup>2</sup> (range from 11.72 to 37.11 kg/m<sup>2</sup>).</p>
<fig id="fig-1">
<label>Figure 1</label>
<caption>
<title>Study population flow chart</title></caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="CongenitHeartDis-19-51587-f001.tif"/>
</fig>
<p>Among all the study population, 157 patients (36.60%) had normal PVR. As many as 66 patients (15.40%) were not diagnosed as PAH based on the former ESC PH guideline, but based on the recent ESC PH guideline, was moved to the high PVR group. The largest patient population (48%) had been already diagnosed as PAH based on both the former and recent ESC PH guidelines. The patients who are now moved to the PAH groups were slightly older than other groups (median age was 37 years old, youngest age was 18 years old, and oldest age was 66 years old). The BMI was slightly higher in the second group. The majority of the population (63.40%) had high PVR based on the recent ESC PH guideline (<xref ref-type="table" rid="table-1">Table 1</xref>).</p>
<table-wrap id="table-1"><label>Table 1</label>
<caption>
<title>Baseline characteristics of the study population</title></caption>
<table><colgroup>
<col/>
<col/>
<col/>
<col/>
<col/>
<col/>
</colgroup>
<thead>
<tr>
<th></th>
<th>All patients</th>
<th>PVR &#x2264; 2 WU (Group 1)</th>
<th>PVR &#x003E; 2&#x2013;3 WU (Group 2)</th>
<th>PVR &#x003E; 3 WU (Group 3)</th>
<th><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td>n (%)</td>
<td>429 (100)</td>
<td>157 (36.6)</td>
<td>66 (15.4)</td>
<td>206 (48.0)</td>
<td></td>
</tr>
<tr>
<td>Age (years)</td>
<td>35 (17&#x2013;69)</td>
<td>32 (17&#x2013;69)</td>
<td>37 (18&#x2013;66)&#x002A;</td>
<td>36 (18&#x2013;69)&#x002A;</td>
<td>0.002&#x002A;</td>
</tr>
<tr>
<td>Female (n, %)</td>
<td>345 (84.0)</td>
<td>121 (77.1)</td>
<td>49 (74.2)</td>
<td>175 (84.9)</td>
<td>0.067</td>
</tr>
<tr>
<td>Body mass index (BMI)</td>
<td>19.53 (11.72&#x2013;37.11)</td>
<td>19.84 (14.67&#x2013;31.25)&#x002A;</td>
<td>20.9 (12.49&#x2013;37.11)</td>
<td>18.74 (11.72&#x2013;31.96)&#x002A;</td>
<td>0.00001&#x002A;</td>
</tr>
<tr>
<td>Echocardiographic data</td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<td>TRV<sub>max</sub> (m/s)</td>
<td>3.49 (0.93&#x2013;7.0)</td>
<td>2.90 &#x00B1; 0.59<sup>&#x002A;,^</sup></td>
<td>3.29 &#x00B1; 0.82<sup>&#x002A;,&#x000B6;</sup></td>
<td>4.44 &#x00B1; 0.89<sup>^,&#x000B6;</sup></td>
<td>&#x003C;0.001&#x002A;</td>
</tr>
<tr>
<td>TRG (mmHg)</td>
<td>48.72 (3.46&#x2013;196.0)</td>
<td>33.0 (3.46&#x2013;95.26)<sup>&#x002A;,^</sup></td>
<td>40.83 (14.0&#x2013;111.0)<sup>&#x002A;,&#x000B6;</sup></td>
<td>82.27 (10.89&#x2013;196.0)<sup>^,&#x000B6;</sup></td>
<td>&#x003C;0.000001&#x002A;</td>
</tr>
<tr>
<td>PVR<sub>echo</sub></td>
<td>2.09 (0.4&#x2013;16.09)</td>
<td>1.42 (0.4&#x2013;5.7)<sup>&#x002A;,^</sup></td>
<td>1.75 (0.89&#x2013;4.67)<sup>&#x002A;,&#x000B6;</sup></td>
<td>4.16 (0.88-16.09)<sup>^,&#x000B6;</sup></td>
<td>&#x003C;0.000001&#x002A;</td>
</tr>
<tr>
<td>Right heart catheterization</td>
<td></td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<td>mPAP (mmHg)</td>
<td>33.0 (7.0&#x2013;114.0)</td>
<td>23.0 (7.0&#x2013;104.0)</td>
<td>28.0 (15.0&#x2013;48.0)</td>
<td>52.0 (19.6&#x2013;114.0)</td>
<td>&#x003C;0.000001&#x002A;</td>
</tr>
<tr>
<td>PVR (WU)</td>
<td>2.84 (0.04&#x2013;100.0)</td>
<td>1.29 (0.04&#x2013;2.0)</td>
<td>2.5 (2.03&#x2013;3.0)</td>
<td>10.94 (3.04&#x2013;100.0)</td>
<td>&#x003C;0.000001&#x002A;</td>
</tr>
<tr>
<td>Flow ratio</td>
<td>2.39 (0.45&#x2013;70.5)</td>
<td>3.6 (1.13&#x2013;70.0)</td>
<td>2.4 (0.65&#x2013;6.77)</td>
<td>1.6 (0.45&#x2013;6.9)</td>
<td>&#x003C;0.000001&#x002A;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-1fn1" fn-type="other">
<p>Note: TRV<sub>max</sub>: peak velocity of tricuspid regurgitation; TRG: tricuspid regurgitation gradient; PVR<sub>echo</sub>: echocardiographic pulmonary vascular resistance; mPAP: mean pulmonary arterial pressure; PVR: pulmonary vascular resistance. Numbers with the same symbol (&#x002A;,&#x0005E;,&#x000B6;) indicate the significance between the two calculation results on the same row.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>PVR Estimated by Echocardiography and PVR by Right Heart Catheterization</title>
<p>In the correlation test, echocardiographic PVR (PVR<sub>echo</sub>) was significantly correlated with PVR by RHC (PVR<sub>cath</sub>) (r &#x003D; 0.6225, <italic>p</italic> &#x003C; 0.0001). Nevertheless, PVR<sub>echo</sub> underestimated PVR<sub>cath</sub> 5.124 WU. In sub-group analysis, PVR<sub>echo</sub> overestimated PVR<sub>cath</sub> 0.35 WU in those with PVR &#x2264; 2 WU (group 1). However, in group 2 and group 3, PVR<sub>echo</sub> underestimated PVR<sub>cath</sub> 0.52 and 10.77 WU, respectively (<xref ref-type="fig" rid="fig-2">Figs. 2</xref>&#x2013;<xref ref-type="fig" rid="fig-5">5</xref>).</p>
<fig id="fig-2">
<label>Figure 2</label>
<caption>
<title>Bland-Altman plot PVR estimated by echocardiography <italic>vs</italic>. PVR by RHC among all study populations (Bias &#x003D; 5.124, SD 10.59, lower limit of agreement &#x2212;15.65, upper limit of agreement 25.897) (<italic>p</italic> &#x003C; 0.0001)</title></caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="CongenitHeartDis-19-51587-f002.tif"/>
</fig><fig id="fig-3">
<label>Figure 3</label>
<caption>
<title>Bland-Altman plot PVR estimated by echocardiography <italic>vs</italic>. PVR by RHC in group 1 (Average difference/Bias &#x2212;0.35 WU, lower limit of agreement &#x2212;1.73, upper limit of agreement 1.03, <italic>p</italic> &#x003C; 0.0001)</title></caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="CongenitHeartDis-19-51587-f003.tif"/>
</fig><fig id="fig-4">
<label>Figure 4</label>
<caption>
<title>Bland-Altman plot PVR estimated by echocardiography <italic>vs</italic>. PVR by RHC in group 2 (Bias 0.52 WU, lower limit of agreement &#x2212;1.14 WU, upper limit of agreement 2.18 WU (<italic>p</italic> &#x003C; 0.0001))</title></caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="CongenitHeartDis-19-51587-f004.tif"/>
</fig><fig id="fig-5">
<label>Figure 5</label>
<caption>
<title>Bland-Altman Plot for PVR estimated by echocardiography <italic>vs</italic>. PVR by RHC in group 3 (Bias 10.77 WU (95% CI 8.97&#x2013;12.57). Lower limit of agreement &#x2212;14.94 WU, upper limit of agreement 36.48 WU, <italic>p</italic> &#x003C; 0.0001)</title></caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="CongenitHeartDis-19-51587-f005.tif"/>
</fig>
<p>When a high PVR is defined as &#x003E;2 WU, the sensitivity of PVR estimated by echocardiography slightly increases (74.63% <italic>vs</italic>. 70.39%) compared to if a high PVR is defined as &#x2265;3 WU. However, the sensitivity decreases if the PVR cut-off is lowered to 2 WU (85.99% <italic>vs</italic>. 94.61%). PPV is comparable in both cut-off values (90.22 <italic>vs</italic>. 92.36%). NPV is reduced than using the former cut-off PVR value (66.18% <italic>vs</italic>. 77.57%), and so is the accuracy (78.79% <italic>vs</italic>. 82.98%).</p>
<p>ROC analysis of echocardiographic PVR showed an area under the curve (AUC) of 0.672 (<italic>p</italic> &#x003C; 0.0001) (<xref ref-type="fig" rid="fig-6">Fig. 6</xref>). The optimal cut-off echocardiographic PVR to determine high PVR was &#x003E;1.62 WU (95% Confidence Interval (CI) &#x003E;1.38 to &#x003E;1.82), sensitivity 63.64%, and specificity 70.7%.</p>
<fig id="fig-6">
<label>Figure 6</label>
<caption>
<title>ROC curve of PVR estimated by echocardiography to predict PAH</title></caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="CongenitHeartDis-19-51587-f006.tif"/>
</fig>
</sec>
</sec>
<sec id="s4">
<label>4</label>
<title>Discussion</title>
<p>PVR can serve as a dependable alternative for pulmonary vascular disease in individuals with CHD at a specific stage. The key factors influencing vascular resistance are transitional and muscular arterioles, which have smooth muscle cells in their walls and allow the vasoreactivity required to regulate pulmonary blood flow. Ohm&#x2019;s law is applied hydraulically to calculate the PVR [<xref ref-type="bibr" rid="ref-11">11</xref>].<disp-formula id="ueqn-6">
<mml:math id="mml-ueqn-6" display="block"><mml:mi>P</mml:mi><mml:mi>V</mml:mi><mml:mi>R</mml:mi><mml:mo>=</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi>m</mml:mi><mml:mi>P</mml:mi><mml:mi>A</mml:mi><mml:mi>P</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>L</mml:mi><mml:mi>A</mml:mi><mml:mi>P</mml:mi></mml:mrow><mml:mrow><mml:mi>Q</mml:mi><mml:mi>p</mml:mi></mml:mrow></mml:mfrac></mml:mrow><mml:mo>=</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mrow><mml:mfrac><mml:mrow><mml:mi>P</mml:mi><mml:mi>C</mml:mi><mml:mi>W</mml:mi><mml:mi>P</mml:mi></mml:mrow><mml:mrow><mml:mi>Q</mml:mi><mml:mi>p</mml:mi></mml:mrow></mml:mfrac></mml:mrow></mml:mstyle></mml:mstyle></mml:math>
</disp-formula></p>
<p>Although PVR by RHC is the gold standard, PVR can be assessed noninvasively by Doppler echocardiography. Invasive PVR is measured by &#x2206;p and Qp. In echocardiography, &#x2206;p is substituted by tricuspid regurgitation velocity (TRV), whereas Qp is quantified using TVI<sub>RVOT</sub>. As peak TRV increases, systolic pulmonary arterial pressure (SPAP) increases. It is widely acknowledged that, in the absence of a large pulmonary systolic gradient, the right ventricular (RV) systolic pressure measured from Doppler peak TRV corresponded well with invasive pulmonary arterial systolic pressure (PASP). Furthermore, it was previously understood that a non-invasive Doppler-derived metric that took into consideration the area of the aortic valve and the velocity time integral (VTI) of the aortic root had a significant association with cardiac output measured by catheterization [<xref ref-type="bibr" rid="ref-10">10</xref>,<xref ref-type="bibr" rid="ref-11">11</xref>]. Analysis of Qp is crucial for PVR estimation because increased PVR and hyperkinetic PAH both have the potential to raise PASP. TVI<sub>RVOT</sub> serves as a replacement for Qp. A conformational shift in TVI<sub>RVOT</sub>, which causes mid-systolic notching and early deceleration of pulmonary flow and results in a reduced right ventricular ejection time, reflects an increase in PVR. TVI<sub>RVOT</sub> declines while PVR rises. In numerous research, TRV/TVI<sub>RVOT</sub> has been verified as an estimation of PVR<sub>cath</sub> [<xref ref-type="bibr" rid="ref-12">12</xref>]. However, Doppler echocardiography as a non-invasive measurement has drawbacks due to the limitation of acoustic windows especially in evaluating pulmonary circulation, and is operator-dependent [<xref ref-type="bibr" rid="ref-11">11</xref>].</p>
<p>According to the underlying lesion, a variety of processes contribute to the gradual vascular remodeling that causes PAH in CHD. A common cause of this is a significant left-to-right shunt defect in CHD, resulting in elevated shear stress, endothelial dysfunction, proliferation, and gradual alteration of the pulmonary vessels, all contributing to the onset of PAH [<xref ref-type="bibr" rid="ref-13">13</xref>].</p>
<p>Pulmonary vascular disease is the most unwanted complication in ASD and other shunt lesions. Our study reported a surprisingly higher percentage. The bulk of patients belong to the high PVR group in our study (63.4%). A systematic review conducted in 2018 reported the prevalence of PAH before ASD closure varies from approximately 30%&#x2013;70% [<xref ref-type="bibr" rid="ref-14">14</xref>]. PAH CHD associated with left-to-right shunt exhibits significant variation in outcome, depending on the severity and reversibility of vascular remodeling [<xref ref-type="bibr" rid="ref-15">15</xref>]. Although there seem to be more factors, the hemodynamic impact of increased pulmonary blood flow is the most widely known predisposing factor for developing PAH in ASD. Large ASD patients may experience long lifespans free of PAH. In middle age, some people experience arrhythmias or right heart failure without any indication of PAH. On the other hand, a tiny percentage of individuals with mild to moderate ASD, sometimes at a young age and without obvious risk factors, present with PAH. When and why specific patients gain PAH in ASD remains unanswered, despite findings indicating a potential genetic susceptibility [<xref ref-type="bibr" rid="ref-16">16</xref>].</p>
<p>In our study, PVR<sub>echo</sub> was significantly correlated with PVR<sub>cath</sub>. However, there is a wide limit of agreement between both methods. Using the new high PVR definition, the sensitivity of PVR<sub>echo</sub> slightly increases, but the sensitivity, NPV, and accuracy decrease. Abbas et al.&#x2019;s simplified technique showed reduced accuracy while analyzing different causes of PH in a study [<xref ref-type="bibr" rid="ref-10">10</xref>]. PVR should be evaluated based on cardiac output, pulmonary artery mean pressure (PAMP), and pulmonary capillary wedge pressure (PCWP) instead of using Abbas&#x2019;s formula. By substituting the ratio of the RVOT VTI to the peak velocity of TR for PA pressure and cardiac output. This method disregards the filling pressure on either the right or left heart [<xref ref-type="bibr" rid="ref-11">11</xref>,<xref ref-type="bibr" rid="ref-17">17</xref>,<xref ref-type="bibr" rid="ref-18">18</xref>]. Doppler method has inherent limitations linked to the echocardiography window and correct ultrasound beam alignment. For accurate measurement of TVI<sub>RVOT</sub>, the ultrasonic beam must be properly aligned. Accurate TVI<sub>RVOT</sub> measurements in patients with PH can occasionally be challenging due to anatomical differences in the right heart components, which carries a risk of introducing large inaccuracies in RV stroke volume estimation [<xref ref-type="bibr" rid="ref-18">18</xref>]. Furthermore, as the RHC and echocardiography measurements were not carried out at the same time, the results may be compromised by the inaccuracy of the separate hemodynamic measurements.</p>
<p>In low PVR situations, many studies found a strong association between Doppler-derived measures and invasive PVR. There is no concrete proof of the use of these Doppler surrogates in high PVR situations, despite the ROC curves showing good cut-off values for PVR. Abbas et al. demonstrated that 44 patients with high PVR, who had a pulmonary catheter in place, had a good correlation between their TRV/TVI<sub>RVOT</sub> ratio and postulated that these patients had higher TRV correlations when squared [<xref ref-type="bibr" rid="ref-10">10</xref>]. Abbas et al. concluded from their study that squaring the TRV in line with Bernoulli&#x2019;s principle would lead to a robust correlation. However, only the ratio of the TRV and TVI<sub>RVOT</sub> is used in the non-invasive calculation of PVR [<xref ref-type="bibr" rid="ref-19">19</xref>]. As PVR rises, the TRV rises and TVI<sub>RVOT</sub> falls, while still preserving the linear correlation with PVR [<xref ref-type="bibr" rid="ref-12">12</xref>]. Most of the studies showed a good correlation between both methods. A study by Bech-Hensen et al. showed that PVR calculated using Abbas&#x2019; Formula showed a larger limit of agreement compared with PVR<sub>Doppler</sub> which was calculated using the stroke volume formula [<xref ref-type="bibr" rid="ref-17">17</xref>]. Studies that compare PVR<sub>echo</sub> and PVR<sub>cath</sub> showed varying results. However, previous studies used diverse populations, and there have been no studies examining the population of uncorrected secundum ASD.</p>
<p>Due to its wide limit of agreement, PVR<sub>echo</sub> cannot accurately calculate PVR values but can classify ASD patients into high PVR groups (&#x003E;2 WU). Therefore, we proposed a new PVR<sub>echo</sub> cut-off value that could identify patients in the high PVR group. We proposed a cut-off value of PVR<sub>echo</sub> to determine high PVR. The cut-off value of PVR<sub>echo</sub> for high PVR is 1.62 WU, with a good discriminatory power. Given this finding, we hope that this new cut-off value can guide clinicians in starting anti-PAH therapy in ASD patients even though no catheterization has been performed. PAH-specific therapy could improve the hemodynamics and quality of life [<xref ref-type="bibr" rid="ref-15">15</xref>].</p>
</sec>
<sec id="s5">
<label>5</label>
<title>Conclusions</title>
<p>We conclude that PVR<sub>echo</sub> is reliable in predicting high PVR in uncorrected secundum ASD. PVR measured by echocardiography according to Abbas&#x2019; Formula had a significant correlation with its gold standard. However, there is a wide range of agreement between the two methods. We suggested using an PVR<sub>echo</sub> cut-off value of 1.62 WU to identify individuals in the high PVR group.</p>
</sec>
</body>
<back>
<ack>
<p>The authors expressed gratitude to Fika Humaeda Assilmi, Muhammad Reyhan Hadwiono, and Cindy Elica Cipta, research assistants who helped out in managing the COHARD-PH registry and provided friendly support during data collection. The authors also acknowledged the echo-lab sonographers and nurses who had assisted and supported the data collection. The authors also thank Rille Puspitoadhi Harjoko, FIHA for supporting the research.</p>
</ack>
<sec>
<title>Funding Statement</title>
<p>The authors received no specific funding for this study.</p>
</sec>
<sec>
<title>Author Contributions</title>
<p>The authors confirm contribution to the paper as follows: Risalina Myrtha: Conceptualization, data curation, formal analysis, investigation, methodology, project administration, resources, software, validation, visualization, writing&#x2013;original draft, writing&#x2013;review &#x0026; editing. Hasanah Mumpuni: Conceptualization, formal analysis, investigation, resources, supervision, validation, writing&#x2013;review &#x0026; editing. Real Kusumanjaya Marsam: Formal analysis, supervision, resources, investigation, validation, writing&#x2013;review &#x0026; editing. Dyah Wulan Anggrahini: Conceptualization, data curation, formal analysis, investigation, methodology, project administration, resources, supervision, validation, writing&#x2013;review &#x0026; editing. Anggoro Budi Hartopo: Conceptualization, data curation, formal analysis, investigation, methodology, project administration, resources, supervision, validation, writing&#x2013;review &#x0026; editing. Lucia Kris Dinarti: Conceptualization, data curation, formal analysis, investigation, methodology, project administration, resources, supervision, validation, visualization, writing&#x2013;original draft, writing&#x2013;review &#x0026; editing. All authors reviewed the results and approved the final version of the manuscript.</p>
</sec>
<sec sec-type="data-availability">
<title>Availability of Data and Materials</title>
<p>The dataset produced and/or analyzed in the current study can be obtained from the COHARD-PH Registry Project Administrators upon a fair request.</p>
</sec>
<sec>
<title>Ethics Approval</title>
<p>This research was approved by the Ethical Committee of the Faculty of Medicine, Public Health, and Nursing at Universitas Gadjah Mada with Approval No. KE/FK/0275/EC on 20 February, 2023. Informed consents were obtained from each patient before they were included in the registry.</p>
</sec>
<sec sec-type="COI-statement">
<title>Conflicts of Interest</title>
<p>The authors declare that they have no conflicts of interest to report regarding the present study.</p>
</sec>
<ref-list content-type="authoryear">
<title>References</title>
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