Pulse Wave Analysis Predicts Invasive Hemodynamics in Pre-Capillary Pulmonary Hypertension

Background: We tested the hypothesis that non-invasive pulse wave analysis (PWA)-derived systemic circulation variables can predict invasive hemodynamics of pulmonary circulation and the indicator of right heart function, N-terminal pro-brain natriuretic peptide (NT-proBNP), in patients with precapi...

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Veröffentlicht in:Acta Cardiologica Sinica 2023-03, Vol.39 (2), p.319-330
Hauptverfasser: Liu, Yen-Yu, Wu, Shu-Hao, Tsai, Cheng-Ting, Sun, Fang-Ju, Hou, Charles Jia-Yin, Yeh, Hung-I, Wu, Yih-Jer
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container_issue 2
container_start_page 319
container_title Acta Cardiologica Sinica
container_volume 39
creator Liu, Yen-Yu
Wu, Shu-Hao
Tsai, Cheng-Ting
Sun, Fang-Ju
Hou, Charles Jia-Yin
Yeh, Hung-I
Wu, Yih-Jer
description Background: We tested the hypothesis that non-invasive pulse wave analysis (PWA)-derived systemic circulation variables can predict invasive hemodynamics of pulmonary circulation and the indicator of right heart function, N-terminal pro-brain natriuretic peptide (NT-proBNP), in patients with precapillary pulmonary hypertension (PH). Methods: This prospective study enrolled patients with group 1 and 4 PH who had complete PWA, NT-proBNP, and hemodynamics data. Risk assessment-based "hemodynamic score (HS)" and principal component analysis-based PWA variable grouping were determined/performed. Models of hierarchical multiple linear regression (HMLR) and receiver operating characteristic (ROC) curves were used to determine the relationships of PWA variables with HS and NT-proBNP and to predict the latter parameters. Results: Fifty-three PWAs were included. PWA variables were classified into 4 eigenvalue principal components (representing 90% configuration). Univariate analysis showed that left ventricular ejection time (LVET) was significantly negatively associated with HS and NT-proBNP levels. HMLR analysis showed that LVET was still significantly, negatively, and independently associated with HS (B = -0.006 [-0.010~-0.001]) and NT-proBNP (B = -13.47 [-21.20~-5.73]). ROC curve analysis showed that LVET > 306.9msec and > 313.2msec predicted the low-risk group of HS (AUC: 0.802; p = 0.001; sensitivity: 100%; and specificity: 59%) and low-to-intermediate risk levels of NT-proBNP (AUC: 0.831; p < 0.001; sensitivity: 100%; and specificity: 59%). Conclusions: The non-invasive PWA parameter, LVET, is an independent predictor of invasive right heart HS and NT-proBNP levels; it may serve as a novel biomarker of right ventricular function in patients with pre-capillary PH.
doi_str_mv 10.6515/ACS.202303_39(2).20220826A
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Methods: This prospective study enrolled patients with group 1 and 4 PH who had complete PWA, NT-proBNP, and hemodynamics data. Risk assessment-based "hemodynamic score (HS)" and principal component analysis-based PWA variable grouping were determined/performed. Models of hierarchical multiple linear regression (HMLR) and receiver operating characteristic (ROC) curves were used to determine the relationships of PWA variables with HS and NT-proBNP and to predict the latter parameters. Results: Fifty-three PWAs were included. PWA variables were classified into 4 eigenvalue principal components (representing 90% configuration). Univariate analysis showed that left ventricular ejection time (LVET) was significantly negatively associated with HS and NT-proBNP levels. HMLR analysis showed that LVET was still significantly, negatively, and independently associated with HS (B = -0.006 [-0.010~-0.001]) and NT-proBNP (B = -13.47 [-21.20~-5.73]). ROC curve analysis showed that LVET > 306.9msec and > 313.2msec predicted the low-risk group of HS (AUC: 0.802; p = 0.001; sensitivity: 100%; and specificity: 59%) and low-to-intermediate risk levels of NT-proBNP (AUC: 0.831; p < 0.001; sensitivity: 100%; and specificity: 59%). Conclusions: The non-invasive PWA parameter, LVET, is an independent predictor of invasive right heart HS and NT-proBNP levels; it may serve as a novel biomarker of right ventricular function in patients with pre-capillary PH.</description><identifier>ISSN: 1011-6842</identifier><identifier>DOI: 10.6515/ACS.202303_39(2).20220826A</identifier><identifier>PMID: 36911541</identifier><language>eng</language><publisher>台灣: 中華民國心臟學會</publisher><subject>Chronic thromboembolic pulmonary hypertension ; Left ventricular ejection time ; MEDLINE ; Original ; Pulmonary arterial hypertension ; Pulmonary Hypertension ; Pulse wave analysis ; SCIE ; Scopus</subject><ispartof>Acta Cardiologica Sinica, 2023-03, Vol.39 (2), p.319-330</ispartof><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9999185/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9999185/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,723,776,780,881,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36911541$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Liu, Yen-Yu</creatorcontrib><creatorcontrib>Wu, Shu-Hao</creatorcontrib><creatorcontrib>Tsai, Cheng-Ting</creatorcontrib><creatorcontrib>Sun, Fang-Ju</creatorcontrib><creatorcontrib>Hou, Charles Jia-Yin</creatorcontrib><creatorcontrib>Yeh, Hung-I</creatorcontrib><creatorcontrib>Wu, Yih-Jer</creatorcontrib><title>Pulse Wave Analysis Predicts Invasive Hemodynamics in Pre-Capillary Pulmonary Hypertension</title><title>Acta Cardiologica Sinica</title><addtitle>Acta Cardiol Sin</addtitle><description>Background: We tested the hypothesis that non-invasive pulse wave analysis (PWA)-derived systemic circulation variables can predict invasive hemodynamics of pulmonary circulation and the indicator of right heart function, N-terminal pro-brain natriuretic peptide (NT-proBNP), in patients with precapillary pulmonary hypertension (PH). Methods: This prospective study enrolled patients with group 1 and 4 PH who had complete PWA, NT-proBNP, and hemodynamics data. Risk assessment-based "hemodynamic score (HS)" and principal component analysis-based PWA variable grouping were determined/performed. Models of hierarchical multiple linear regression (HMLR) and receiver operating characteristic (ROC) curves were used to determine the relationships of PWA variables with HS and NT-proBNP and to predict the latter parameters. Results: Fifty-three PWAs were included. PWA variables were classified into 4 eigenvalue principal components (representing 90% configuration). Univariate analysis showed that left ventricular ejection time (LVET) was significantly negatively associated with HS and NT-proBNP levels. HMLR analysis showed that LVET was still significantly, negatively, and independently associated with HS (B = -0.006 [-0.010~-0.001]) and NT-proBNP (B = -13.47 [-21.20~-5.73]). ROC curve analysis showed that LVET > 306.9msec and > 313.2msec predicted the low-risk group of HS (AUC: 0.802; p = 0.001; sensitivity: 100%; and specificity: 59%) and low-to-intermediate risk levels of NT-proBNP (AUC: 0.831; p < 0.001; sensitivity: 100%; and specificity: 59%). Conclusions: The non-invasive PWA parameter, LVET, is an independent predictor of invasive right heart HS and NT-proBNP levels; it may serve as a novel biomarker of right ventricular function in patients with pre-capillary PH.</description><subject>Chronic thromboembolic pulmonary hypertension</subject><subject>Left ventricular ejection time</subject><subject>MEDLINE</subject><subject>Original</subject><subject>Pulmonary arterial hypertension</subject><subject>Pulmonary Hypertension</subject><subject>Pulse wave analysis</subject><subject>SCIE</subject><subject>Scopus</subject><issn>1011-6842</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNpVUU1v1DAQ9QFEq7b_AKGIUzmkjL-TC9JqBWylCioBQuJizSazrKvEWexkUf59HW1BMBd_vDdv7PcYe83hxmiu367WX24ECAnSyfpavFkOAiphVs_YOQfOS1MpccauUnqAXAqAG_uCnUlTc64VP2c_7qcuUfEdj1SsAnZz8qm4j9T6ZkzFbThi8hnaUD-0c8DeN6nwYWGUazz4rsM4F1mjH8Ky28wHiiOF5IdwyZ7vMItfPa0X7NuH91_Xm_Lu88fb9equRCn5WCIqs-MkdY2ytRokWdHQ1pIQ-bbVaFq0BritMENGKSBhOKhakQCwO3nB3p10D9O2p7ahMEbs3CH6Pj_JDejd_0jwe_dzOLo6F690Frh-EojDr4nS6HqfGsp_CzRMyQlbZbuVFnWmvvp31t8hfwzNhJcnwn7-TVu3nyNh6wCM0kbaDMsTjD760buHYYrZ9eSWtJaw3KdToHzJS-dG4CAfAWrmke0</recordid><startdate>20230301</startdate><enddate>20230301</enddate><creator>Liu, Yen-Yu</creator><creator>Wu, Shu-Hao</creator><creator>Tsai, Cheng-Ting</creator><creator>Sun, Fang-Ju</creator><creator>Hou, Charles Jia-Yin</creator><creator>Yeh, Hung-I</creator><creator>Wu, Yih-Jer</creator><general>中華民國心臟學會</general><general>Taiwan Society of Cardiology</general><scope>188</scope><scope>9RA</scope><scope>NPM</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20230301</creationdate><title>Pulse Wave Analysis Predicts Invasive Hemodynamics in Pre-Capillary Pulmonary Hypertension</title><author>Liu, Yen-Yu ; Wu, Shu-Hao ; Tsai, Cheng-Ting ; Sun, Fang-Ju ; Hou, Charles Jia-Yin ; Yeh, Hung-I ; Wu, Yih-Jer</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a331t-aa46f1e359a3d7503e72ceb7e221e3d5a6da760178a3e76440e2610494e2007f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Chronic thromboembolic pulmonary hypertension</topic><topic>Left ventricular ejection time</topic><topic>MEDLINE</topic><topic>Original</topic><topic>Pulmonary arterial hypertension</topic><topic>Pulmonary Hypertension</topic><topic>Pulse wave analysis</topic><topic>SCIE</topic><topic>Scopus</topic><toplevel>online_resources</toplevel><creatorcontrib>Liu, Yen-Yu</creatorcontrib><creatorcontrib>Wu, Shu-Hao</creatorcontrib><creatorcontrib>Tsai, Cheng-Ting</creatorcontrib><creatorcontrib>Sun, Fang-Ju</creatorcontrib><creatorcontrib>Hou, Charles Jia-Yin</creatorcontrib><creatorcontrib>Yeh, Hung-I</creatorcontrib><creatorcontrib>Wu, Yih-Jer</creatorcontrib><collection>Airiti Library</collection><collection>HyRead台灣全文資料庫</collection><collection>PubMed</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Acta Cardiologica Sinica</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Liu, Yen-Yu</au><au>Wu, Shu-Hao</au><au>Tsai, Cheng-Ting</au><au>Sun, Fang-Ju</au><au>Hou, Charles Jia-Yin</au><au>Yeh, Hung-I</au><au>Wu, Yih-Jer</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Pulse Wave Analysis Predicts Invasive Hemodynamics in Pre-Capillary Pulmonary Hypertension</atitle><jtitle>Acta Cardiologica Sinica</jtitle><addtitle>Acta Cardiol Sin</addtitle><date>2023-03-01</date><risdate>2023</risdate><volume>39</volume><issue>2</issue><spage>319</spage><epage>330</epage><pages>319-330</pages><issn>1011-6842</issn><abstract>Background: We tested the hypothesis that non-invasive pulse wave analysis (PWA)-derived systemic circulation variables can predict invasive hemodynamics of pulmonary circulation and the indicator of right heart function, N-terminal pro-brain natriuretic peptide (NT-proBNP), in patients with precapillary pulmonary hypertension (PH). Methods: This prospective study enrolled patients with group 1 and 4 PH who had complete PWA, NT-proBNP, and hemodynamics data. Risk assessment-based "hemodynamic score (HS)" and principal component analysis-based PWA variable grouping were determined/performed. Models of hierarchical multiple linear regression (HMLR) and receiver operating characteristic (ROC) curves were used to determine the relationships of PWA variables with HS and NT-proBNP and to predict the latter parameters. Results: Fifty-three PWAs were included. PWA variables were classified into 4 eigenvalue principal components (representing 90% configuration). Univariate analysis showed that left ventricular ejection time (LVET) was significantly negatively associated with HS and NT-proBNP levels. HMLR analysis showed that LVET was still significantly, negatively, and independently associated with HS (B = -0.006 [-0.010~-0.001]) and NT-proBNP (B = -13.47 [-21.20~-5.73]). ROC curve analysis showed that LVET > 306.9msec and > 313.2msec predicted the low-risk group of HS (AUC: 0.802; p = 0.001; sensitivity: 100%; and specificity: 59%) and low-to-intermediate risk levels of NT-proBNP (AUC: 0.831; p < 0.001; sensitivity: 100%; and specificity: 59%). Conclusions: The non-invasive PWA parameter, LVET, is an independent predictor of invasive right heart HS and NT-proBNP levels; it may serve as a novel biomarker of right ventricular function in patients with pre-capillary PH.</abstract><cop>台灣</cop><pub>中華民國心臟學會</pub><pmid>36911541</pmid><doi>10.6515/ACS.202303_39(2).20220826A</doi><tpages>12</tpages></addata></record>
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subjects Chronic thromboembolic pulmonary hypertension
Left ventricular ejection time
MEDLINE
Original
Pulmonary arterial hypertension
Pulmonary Hypertension
Pulse wave analysis
SCIE
Scopus
title Pulse Wave Analysis Predicts Invasive Hemodynamics in Pre-Capillary Pulmonary Hypertension
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