Loading…
Elucidating tricuspid Doppler signal interpolation and its implication for assessing pulmonary hypertension
Doppler echocardiography plays a central role in the assessment of pulmonary hypertension (PAH). We aim to improve quality assessment of systolic pulmonary arterial pressure (SPAP) by applying a cubic polynomial interpolation to digitized tricuspid regurgitation (TR) waveforms. Patients with PAH and...
Saved in:
Published in: | Pulmonary circulation 2022-07, Vol.12 (3), p.e12125-n/a |
---|---|
Main Authors: | , , , , , , , , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | |
---|---|
cites | cdi_FETCH-LOGICAL-c5115-adf08810572bbde2d89bd4650033bbd3775db5ec6d8214e4858d5cc6243832e93 |
container_end_page | n/a |
container_issue | 3 |
container_start_page | e12125 |
container_title | Pulmonary circulation |
container_volume | 12 |
creator | Dual, Seraina A. Verdonk, Constance Amsallem, Myriam Pham, Jonathan Obasohan, Courtney Nataf, Patrick McElhinney, Doff B. Arunamata, Alisa Kuznetsova, Tatiana Zamanian, Roham Feinstein, Jeffrey A. Marsden, Alison Haddad, François |
description | Doppler echocardiography plays a central role in the assessment of pulmonary hypertension (PAH). We aim to improve quality assessment of systolic pulmonary arterial pressure (SPAP) by applying a cubic polynomial interpolation to digitized tricuspid regurgitation (TR) waveforms. Patients with PAH and advanced lung disease were divided into three cohorts: a derivation cohort (n = 44), a validation cohort (n = 71), an outlier cohort (n = 26), and a non‐PAH cohort (n = 44). We digitized TR waveforms and analyzed normalized duration, skewness, kurtosis, and first and second derivatives of pressure. Cubic polynomial interpolation was applied to three physiology‐driven phases: the isovolumic phase, ejection phase, and “shoulder” point phase. Coefficients of determination and a Bland−Altman analysis was used to assess bias between methods. The cubic polynomial interpolation of the TR waveform correlated strongly with expert read right ventricular systolic pressure (RVSP) with R2 > 0.910 in the validation cohort. The biases when compared to invasive SPAP measured within 24 h were 6.03 [4.33; 7.73], −2.94 [1.47; 4.41], and −3.11 [−4.52; −1.71] mmHg, for isovolumic, ejection, and shoulder point interpolations, respectively. In the outlier cohort with more than 30% difference between echocardiographic estimates and invasive SPAP, cubic polynomial interpolation significantly reduced underestimation of RVSP. Cubic polynomial interpolation of the TR waveform based on isovolumic or early ejection phase may improve RVSP estimates. |
doi_str_mv | 10.1002/pul2.12125 |
format | article |
fullrecord | <record><control><sourceid>proquest_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_d1e83aea3b1349b590f745a65028fe38</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><doaj_id>oai_doaj_org_article_d1e83aea3b1349b590f745a65028fe38</doaj_id><sourcerecordid>3057719531</sourcerecordid><originalsourceid>FETCH-LOGICAL-c5115-adf08810572bbde2d89bd4650033bbd3775db5ec6d8214e4858d5cc6243832e93</originalsourceid><addsrcrecordid>eNp9kk9v0zAYhyMEYlPZhQ-AInFBSBn-m9gXpGkbMKkSHBhXy7HftO7cONjJpn573GZMKwd8sfX68eOf7Lco3mJ0jhEin4bJk3NMMOEvilOCGK-EZOjls_VJcZbSBuXBJCZIvC5OaI1wXdfytLi79pNxVo-uX5VjdGZKg7PlVRgGD7FMbtVrX7p-hDgEn7HQl7q3pRtT6baDd2audSGWOiVIaS_Kobah13FXrncDxBH6lKE3xatO-wRnj_OiuP1y_fPyW7X8_vXm8mJZGY4xr7TtkBAY8Ya0rQVihWwtqzlClOYCbRpuWw6mtoJgBkxwYbkxNWFUUAKSLoqb2WuD3qghum1OooJ26lAIcaV0HJ3xoCwGQTVo2mLKZMsl6hrGdb6MiA6yb1FUsys9wDC1R7Yr9-viYLsb14oSgSXJ_OeZz_AWrIF-jNofHTve6d1arcK9klTyWrIs-PAoiOH3BGlUW5cMeK97CFNSpEFNjRglNKPv_0E3YYr5v5Ki-fUaLDnFmfo4UyaGlCJ0T2EwUvsWUvsWUocWyvC75_Gf0L8NkwE8Aw_Ow-4_KvXjdklm6R99RtLQ</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3057719531</pqid></control><display><type>article</type><title>Elucidating tricuspid Doppler signal interpolation and its implication for assessing pulmonary hypertension</title><source>Open Access: PubMed Central</source><source>Publicly Available Content Database (Proquest) (PQ_SDU_P3)</source><source>Wiley Online Library Open Access</source><creator>Dual, Seraina A. ; Verdonk, Constance ; Amsallem, Myriam ; Pham, Jonathan ; Obasohan, Courtney ; Nataf, Patrick ; McElhinney, Doff B. ; Arunamata, Alisa ; Kuznetsova, Tatiana ; Zamanian, Roham ; Feinstein, Jeffrey A. ; Marsden, Alison ; Haddad, François</creator><creatorcontrib>Dual, Seraina A. ; Verdonk, Constance ; Amsallem, Myriam ; Pham, Jonathan ; Obasohan, Courtney ; Nataf, Patrick ; McElhinney, Doff B. ; Arunamata, Alisa ; Kuznetsova, Tatiana ; Zamanian, Roham ; Feinstein, Jeffrey A. ; Marsden, Alison ; Haddad, François</creatorcontrib><description>Doppler echocardiography plays a central role in the assessment of pulmonary hypertension (PAH). We aim to improve quality assessment of systolic pulmonary arterial pressure (SPAP) by applying a cubic polynomial interpolation to digitized tricuspid regurgitation (TR) waveforms. Patients with PAH and advanced lung disease were divided into three cohorts: a derivation cohort (n = 44), a validation cohort (n = 71), an outlier cohort (n = 26), and a non‐PAH cohort (n = 44). We digitized TR waveforms and analyzed normalized duration, skewness, kurtosis, and first and second derivatives of pressure. Cubic polynomial interpolation was applied to three physiology‐driven phases: the isovolumic phase, ejection phase, and “shoulder” point phase. Coefficients of determination and a Bland−Altman analysis was used to assess bias between methods. The cubic polynomial interpolation of the TR waveform correlated strongly with expert read right ventricular systolic pressure (RVSP) with R2 > 0.910 in the validation cohort. The biases when compared to invasive SPAP measured within 24 h were 6.03 [4.33; 7.73], −2.94 [1.47; 4.41], and −3.11 [−4.52; −1.71] mmHg, for isovolumic, ejection, and shoulder point interpolations, respectively. In the outlier cohort with more than 30% difference between echocardiographic estimates and invasive SPAP, cubic polynomial interpolation significantly reduced underestimation of RVSP. Cubic polynomial interpolation of the TR waveform based on isovolumic or early ejection phase may improve RVSP estimates.</description><identifier>ISSN: 2045-8940</identifier><identifier>ISSN: 2045-8932</identifier><identifier>EISSN: 2045-8940</identifier><identifier>DOI: 10.1002/pul2.12125</identifier><identifier>PMID: 36016669</identifier><language>eng</language><publisher>United States: John Wiley & Sons, Inc</publisher><subject>Digitization ; Doppler ; echocardiography ; hemodynamics ; Interpolation ; Medical Technology ; Medicinsk teknologi ; Pulmonary hypertension ; right heart catheterization ; tricuspid regurgitation ; ultrasound</subject><ispartof>Pulmonary circulation, 2022-07, Vol.12 (3), p.e12125-n/a</ispartof><rights>2022 The Authors. published by John Wiley & Sons Ltd on behalf of Pulmonary Vascular Research Institute.</rights><rights>2022 The Authors. Pulmonary Circulation published by John Wiley & Sons Ltd on behalf of Pulmonary Vascular Research Institute.</rights><rights>2022. This work is published under http://creativecommons.org/licenses/by-nc/4.0/ (the "License"). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c5115-adf08810572bbde2d89bd4650033bbd3775db5ec6d8214e4858d5cc6243832e93</cites><orcidid>0000-0002-5676-6561 ; 0000-0001-6867-8270</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9395694/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/3057719531?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,11561,25752,27923,27924,37011,37012,44589,46051,46475,53790,53792</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36016669$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-328192$$DView record from Swedish Publication Index$$Hfree_for_read</backlink></links><search><creatorcontrib>Dual, Seraina A.</creatorcontrib><creatorcontrib>Verdonk, Constance</creatorcontrib><creatorcontrib>Amsallem, Myriam</creatorcontrib><creatorcontrib>Pham, Jonathan</creatorcontrib><creatorcontrib>Obasohan, Courtney</creatorcontrib><creatorcontrib>Nataf, Patrick</creatorcontrib><creatorcontrib>McElhinney, Doff B.</creatorcontrib><creatorcontrib>Arunamata, Alisa</creatorcontrib><creatorcontrib>Kuznetsova, Tatiana</creatorcontrib><creatorcontrib>Zamanian, Roham</creatorcontrib><creatorcontrib>Feinstein, Jeffrey A.</creatorcontrib><creatorcontrib>Marsden, Alison</creatorcontrib><creatorcontrib>Haddad, François</creatorcontrib><title>Elucidating tricuspid Doppler signal interpolation and its implication for assessing pulmonary hypertension</title><title>Pulmonary circulation</title><addtitle>Pulm Circ</addtitle><description>Doppler echocardiography plays a central role in the assessment of pulmonary hypertension (PAH). We aim to improve quality assessment of systolic pulmonary arterial pressure (SPAP) by applying a cubic polynomial interpolation to digitized tricuspid regurgitation (TR) waveforms. Patients with PAH and advanced lung disease were divided into three cohorts: a derivation cohort (n = 44), a validation cohort (n = 71), an outlier cohort (n = 26), and a non‐PAH cohort (n = 44). We digitized TR waveforms and analyzed normalized duration, skewness, kurtosis, and first and second derivatives of pressure. Cubic polynomial interpolation was applied to three physiology‐driven phases: the isovolumic phase, ejection phase, and “shoulder” point phase. Coefficients of determination and a Bland−Altman analysis was used to assess bias between methods. The cubic polynomial interpolation of the TR waveform correlated strongly with expert read right ventricular systolic pressure (RVSP) with R2 > 0.910 in the validation cohort. The biases when compared to invasive SPAP measured within 24 h were 6.03 [4.33; 7.73], −2.94 [1.47; 4.41], and −3.11 [−4.52; −1.71] mmHg, for isovolumic, ejection, and shoulder point interpolations, respectively. In the outlier cohort with more than 30% difference between echocardiographic estimates and invasive SPAP, cubic polynomial interpolation significantly reduced underestimation of RVSP. Cubic polynomial interpolation of the TR waveform based on isovolumic or early ejection phase may improve RVSP estimates.</description><subject>Digitization</subject><subject>Doppler</subject><subject>echocardiography</subject><subject>hemodynamics</subject><subject>Interpolation</subject><subject>Medical Technology</subject><subject>Medicinsk teknologi</subject><subject>Pulmonary hypertension</subject><subject>right heart catheterization</subject><subject>tricuspid regurgitation</subject><subject>ultrasound</subject><issn>2045-8940</issn><issn>2045-8932</issn><issn>2045-8940</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNp9kk9v0zAYhyMEYlPZhQ-AInFBSBn-m9gXpGkbMKkSHBhXy7HftO7cONjJpn573GZMKwd8sfX68eOf7Lco3mJ0jhEin4bJk3NMMOEvilOCGK-EZOjls_VJcZbSBuXBJCZIvC5OaI1wXdfytLi79pNxVo-uX5VjdGZKg7PlVRgGD7FMbtVrX7p-hDgEn7HQl7q3pRtT6baDd2audSGWOiVIaS_Kobah13FXrncDxBH6lKE3xatO-wRnj_OiuP1y_fPyW7X8_vXm8mJZGY4xr7TtkBAY8Ya0rQVihWwtqzlClOYCbRpuWw6mtoJgBkxwYbkxNWFUUAKSLoqb2WuD3qghum1OooJ26lAIcaV0HJ3xoCwGQTVo2mLKZMsl6hrGdb6MiA6yb1FUsys9wDC1R7Yr9-viYLsb14oSgSXJ_OeZz_AWrIF-jNofHTve6d1arcK9klTyWrIs-PAoiOH3BGlUW5cMeK97CFNSpEFNjRglNKPv_0E3YYr5v5Ki-fUaLDnFmfo4UyaGlCJ0T2EwUvsWUvsWUocWyvC75_Gf0L8NkwE8Aw_Ow-4_KvXjdklm6R99RtLQ</recordid><startdate>202207</startdate><enddate>202207</enddate><creator>Dual, Seraina A.</creator><creator>Verdonk, Constance</creator><creator>Amsallem, Myriam</creator><creator>Pham, Jonathan</creator><creator>Obasohan, Courtney</creator><creator>Nataf, Patrick</creator><creator>McElhinney, Doff B.</creator><creator>Arunamata, Alisa</creator><creator>Kuznetsova, Tatiana</creator><creator>Zamanian, Roham</creator><creator>Feinstein, Jeffrey A.</creator><creator>Marsden, Alison</creator><creator>Haddad, François</creator><general>John Wiley & Sons, Inc</general><general>John Wiley and Sons Inc</general><general>Wiley</general><scope>24P</scope><scope>WIN</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><scope>ADTPV</scope><scope>AFDQA</scope><scope>AOWAS</scope><scope>D8T</scope><scope>D8V</scope><scope>ZZAVC</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-5676-6561</orcidid><orcidid>https://orcid.org/0000-0001-6867-8270</orcidid></search><sort><creationdate>202207</creationdate><title>Elucidating tricuspid Doppler signal interpolation and its implication for assessing pulmonary hypertension</title><author>Dual, Seraina A. ; Verdonk, Constance ; Amsallem, Myriam ; Pham, Jonathan ; Obasohan, Courtney ; Nataf, Patrick ; McElhinney, Doff B. ; Arunamata, Alisa ; Kuznetsova, Tatiana ; Zamanian, Roham ; Feinstein, Jeffrey A. ; Marsden, Alison ; Haddad, François</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5115-adf08810572bbde2d89bd4650033bbd3775db5ec6d8214e4858d5cc6243832e93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Digitization</topic><topic>Doppler</topic><topic>echocardiography</topic><topic>hemodynamics</topic><topic>Interpolation</topic><topic>Medical Technology</topic><topic>Medicinsk teknologi</topic><topic>Pulmonary hypertension</topic><topic>right heart catheterization</topic><topic>tricuspid regurgitation</topic><topic>ultrasound</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Dual, Seraina A.</creatorcontrib><creatorcontrib>Verdonk, Constance</creatorcontrib><creatorcontrib>Amsallem, Myriam</creatorcontrib><creatorcontrib>Pham, Jonathan</creatorcontrib><creatorcontrib>Obasohan, Courtney</creatorcontrib><creatorcontrib>Nataf, Patrick</creatorcontrib><creatorcontrib>McElhinney, Doff B.</creatorcontrib><creatorcontrib>Arunamata, Alisa</creatorcontrib><creatorcontrib>Kuznetsova, Tatiana</creatorcontrib><creatorcontrib>Zamanian, Roham</creatorcontrib><creatorcontrib>Feinstein, Jeffrey A.</creatorcontrib><creatorcontrib>Marsden, Alison</creatorcontrib><creatorcontrib>Haddad, François</creatorcontrib><collection>Wiley Online Library Open Access</collection><collection>Wiley Online Library Free Content</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Publicly Available Content Database (Proquest) (PQ_SDU_P3)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>SwePub</collection><collection>SWEPUB Kungliga Tekniska Högskolan full text</collection><collection>SwePub Articles</collection><collection>SWEPUB Freely available online</collection><collection>SWEPUB Kungliga Tekniska Högskolan</collection><collection>SwePub Articles full text</collection><collection>Open Access: DOAJ - Directory of Open Access Journals</collection><jtitle>Pulmonary circulation</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Dual, Seraina A.</au><au>Verdonk, Constance</au><au>Amsallem, Myriam</au><au>Pham, Jonathan</au><au>Obasohan, Courtney</au><au>Nataf, Patrick</au><au>McElhinney, Doff B.</au><au>Arunamata, Alisa</au><au>Kuznetsova, Tatiana</au><au>Zamanian, Roham</au><au>Feinstein, Jeffrey A.</au><au>Marsden, Alison</au><au>Haddad, François</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Elucidating tricuspid Doppler signal interpolation and its implication for assessing pulmonary hypertension</atitle><jtitle>Pulmonary circulation</jtitle><addtitle>Pulm Circ</addtitle><date>2022-07</date><risdate>2022</risdate><volume>12</volume><issue>3</issue><spage>e12125</spage><epage>n/a</epage><pages>e12125-n/a</pages><issn>2045-8940</issn><issn>2045-8932</issn><eissn>2045-8940</eissn><abstract>Doppler echocardiography plays a central role in the assessment of pulmonary hypertension (PAH). We aim to improve quality assessment of systolic pulmonary arterial pressure (SPAP) by applying a cubic polynomial interpolation to digitized tricuspid regurgitation (TR) waveforms. Patients with PAH and advanced lung disease were divided into three cohorts: a derivation cohort (n = 44), a validation cohort (n = 71), an outlier cohort (n = 26), and a non‐PAH cohort (n = 44). We digitized TR waveforms and analyzed normalized duration, skewness, kurtosis, and first and second derivatives of pressure. Cubic polynomial interpolation was applied to three physiology‐driven phases: the isovolumic phase, ejection phase, and “shoulder” point phase. Coefficients of determination and a Bland−Altman analysis was used to assess bias between methods. The cubic polynomial interpolation of the TR waveform correlated strongly with expert read right ventricular systolic pressure (RVSP) with R2 > 0.910 in the validation cohort. The biases when compared to invasive SPAP measured within 24 h were 6.03 [4.33; 7.73], −2.94 [1.47; 4.41], and −3.11 [−4.52; −1.71] mmHg, for isovolumic, ejection, and shoulder point interpolations, respectively. In the outlier cohort with more than 30% difference between echocardiographic estimates and invasive SPAP, cubic polynomial interpolation significantly reduced underestimation of RVSP. Cubic polynomial interpolation of the TR waveform based on isovolumic or early ejection phase may improve RVSP estimates.</abstract><cop>United States</cop><pub>John Wiley & Sons, Inc</pub><pmid>36016669</pmid><doi>10.1002/pul2.12125</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0002-5676-6561</orcidid><orcidid>https://orcid.org/0000-0001-6867-8270</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2045-8940 |
ispartof | Pulmonary circulation, 2022-07, Vol.12 (3), p.e12125-n/a |
issn | 2045-8940 2045-8932 2045-8940 |
language | eng |
recordid | cdi_doaj_primary_oai_doaj_org_article_d1e83aea3b1349b590f745a65028fe38 |
source | Open Access: PubMed Central; Publicly Available Content Database (Proquest) (PQ_SDU_P3); Wiley Online Library Open Access |
subjects | Digitization Doppler echocardiography hemodynamics Interpolation Medical Technology Medicinsk teknologi Pulmonary hypertension right heart catheterization tricuspid regurgitation ultrasound |
title | Elucidating tricuspid Doppler signal interpolation and its implication for assessing pulmonary hypertension |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-11T09%3A03%3A44IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Elucidating%20tricuspid%20Doppler%20signal%20interpolation%20and%20its%20implication%20for%20assessing%20pulmonary%20hypertension&rft.jtitle=Pulmonary%20circulation&rft.au=Dual,%20Seraina%20A.&rft.date=2022-07&rft.volume=12&rft.issue=3&rft.spage=e12125&rft.epage=n/a&rft.pages=e12125-n/a&rft.issn=2045-8940&rft.eissn=2045-8940&rft_id=info:doi/10.1002/pul2.12125&rft_dat=%3Cproquest_doaj_%3E3057719531%3C/proquest_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c5115-adf08810572bbde2d89bd4650033bbd3775db5ec6d8214e4858d5cc6243832e93%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=3057719531&rft_id=info:pmid/36016669&rfr_iscdi=true |