Automatic detection of valve events by epicardial accelerometer allows estimation of the left ventricular pressure trace and pressure-displacement loop area.


Journal

Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288

Informations de publication

Date de publication:
18 11 2020
Historique:
received: 18 02 2020
accepted: 29 10 2020
entrez: 19 11 2020
pubmed: 20 11 2020
medline: 31 3 2021
Statut: epublish

Résumé

Measurements of the left ventricular (LV) pressure trace are rarely performed despite high clinical interest. We estimated the LV pressure trace for an individual heart by scaling the isovolumic, ejection and filling phases of a normalized, averaged LV pressure trace to the time-points of opening and closing of the aortic and mitral valves detected in the individual heart. We developed a signal processing algorithm that automatically detected the time-points of these valve events from the motion signal of a miniaturized accelerometer attached to the heart surface. Furthermore, the pressure trace was used in combination with measured displacement from the accelerometer to calculate the pressure-displacement loop area. The method was tested on data from 34 animals during different interventions. The accuracy of the accelerometer-detected valve events was very good with a median difference of 2 ms compared to valve events defined from hemodynamic reference recordings acquired simultaneously with the accelerometer. The average correlation coefficient between the estimated and measured LV pressure traces was r = 0.98. Finally, the LV pressure-displacement loop areas calculated using the estimated and measured pressure traces showed very good correlation (r = 0.98). Hence, the pressure-displacement loop area can be assessed solely from accelerometer recordings with very good accuracy.

Identifiants

pubmed: 33208784
doi: 10.1038/s41598-020-76637-7
pii: 10.1038/s41598-020-76637-7
pmc: PMC7674430
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

20088

Références

IEEE J Biomed Health Inform. 2019 May;23(3):1032-1040
pubmed: 29993702
Chest. 1991 Oct;100(4):991-3
pubmed: 1914618
HeartRhythm Case Rep. 2018 Aug 14;4(12):561-563
pubmed: 30581731
Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul;2019:4922-4925
pubmed: 31946964
J Thorac Cardiovasc Surg. 2010 Apr;139(4):1026-32
pubmed: 19717169
Sci Rep. 2019 Feb 25;9(1):2671
pubmed: 30804438
Br J Anaesth. 2009 Jan;102(1):29-37
pubmed: 19022793
Interact Cardiovasc Thorac Surg. 2015 Nov;21(5):573-82
pubmed: 26254463
J Biopharm Stat. 2007;17(4):571-82
pubmed: 17613642
Circ Cardiovasc Imaging. 2011 May;4(3):264-73
pubmed: 21393502
Pacing Clin Electrophysiol. 2019 Mar;42(3):381-387
pubmed: 30687931
J Cardiol. 1995 Dec;26(6):357-66
pubmed: 8558414
IEEE Trans Biomed Eng. 2020 Aug 31;PP:
pubmed: 32866091
Circulation. 2002 Apr 30;105(17):2071-7
pubmed: 11980687
Eur Heart J Cardiovasc Imaging. 2018 Dec 1;19(12):1372-1379
pubmed: 29529181
J Thorac Cardiovasc Surg. 2008 Dec;136(6):1496-502
pubmed: 19114197
Heart Rhythm. 2018 Sep;15(9):1363-1371
pubmed: 29758405
Circulation. 2002 Aug 6;106(6):718-24
pubmed: 12163433
JACC Cardiovasc Imaging. 2019 Dec;12(12):2402-2413
pubmed: 30772230
Circulation. 1982 May;65(5):962-9
pubmed: 7074761
Am J Physiol Heart Circ Physiol. 2014 Aug 1;307(3):H370-8
pubmed: 24906920
Conf Proc IEEE Eng Med Biol Soc. 2004;2004:2049-51
pubmed: 17272122
Eur Heart J. 2012 Mar;33(6):724-33
pubmed: 22315346
Circ Res. 1974 Dec;35(6):896-908
pubmed: 4214626
Circulation. 2000 Sep 5;102(10):1158-64
pubmed: 10973846

Auteurs

Ali Wajdan (A)

The Intervention Centre, Oslo University Hospital, Rikshospitalet, Oslo, Norway.
Department of Informatics, University of Oslo, Oslo, Norway.

Magnus Reinsfelt Krogh (MR)

The Intervention Centre, Oslo University Hospital, Rikshospitalet, Oslo, Norway.
Department of Informatics, University of Oslo, Oslo, Norway.

Manuel Villegas-Martinez (M)

The Intervention Centre, Oslo University Hospital, Rikshospitalet, Oslo, Norway.
Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway.

Per Steinar Halvorsen (PS)

The Intervention Centre, Oslo University Hospital, Rikshospitalet, Oslo, Norway.
Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway.

Ole Jakob Elle (OJ)

The Intervention Centre, Oslo University Hospital, Rikshospitalet, Oslo, Norway.
Department of Informatics, University of Oslo, Oslo, Norway.

Espen Wattenberg Remme (EW)

The Intervention Centre, Oslo University Hospital, Rikshospitalet, Oslo, Norway. espen.remme@medisin.uio.no.
Institute for Surgical Research, Oslo University Hospital, Rikshospitalet, Oslo, Norway. espen.remme@medisin.uio.no.

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Classifications MeSH