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Quantification of Biventricular Strains in Heart Failure With Preserved Ejection Fraction Patient Using Hyperelastic Warping Method

Authors :
Hua Zou
Ce Xi
Xiaodan Zhao
Angela S. Koh
Fei Gao
Yi Su
Ru-San Tan
John Allen
Lik Chuan Lee
Martin Genet
Liang Zhong
National Heart Centre Singapore (NHCS)
Michigan State University [East Lansing]
Michigan State University System
Duke-NUS Medical School [Singapore]
Agency for science, technology and research [Singapore] (A*STAR)
Laboratoire de mécanique des solides (LMS)
École polytechnique (X)-MINES ParisTech - École nationale supérieure des mines de Paris
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)
Mathematical and Mechanical Modeling with Data Interaction in Simulations for Medicine (M3DISIM)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-École polytechnique (X)-MINES ParisTech - École nationale supérieure des mines de Paris
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-Inria Saclay - Ile de France
Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)
This research was supported in part by grants from the National Medical Research Council (NMRC/OFIRG/0018/2016,NMRC/MOH1AFCAT2/0002/2014, and NMRC/BnB/0017/2015), Biomedical Engineering Programme, Agency for Science,Technology and Research, Singapore Project Grant (132148 0012), National Medical Research Council of Singapore (NMRC/TA/0031/2015), Hong Leong Foundation, Duke-NUSMedical School and the 'Estate of Tan Sri Khoo Teck Puat', and the Biomedical Research Council (14/1/32/24/002), America Heart Association (17SDG33370110, LCL), National Institutes of Health (R01 HL 134841-01A1 and U01 HL133359-01A1, LCL), and National Science Foundation (NSF 1702987, LCL.).
École polytechnique (X)-Mines Paris - PSL (École nationale supérieure des mines de Paris)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-École polytechnique (X)-Mines Paris - PSL (École nationale supérieure des mines de Paris)
Source :
Frontiers in Physiology, Frontiers in Physiology, Frontiers, 2018, 9, ⟨10.3389/fphys.2018.01295⟩, Frontiers in Physiology, 2018, 9, ⟨10.3389/fphys.2018.01295⟩, Frontiers in Physiology, Vol 9 (2018)
Publication Year :
2018
Publisher :
HAL CCSD, 2018.

Abstract

Heart failure (HF) imposes a major global health care burden on society and suffering on the individual. About 50% of HF patients have preserved ejection fraction (HFpEF). More intricate and comprehensive measurement-focused imaging of multiple strain components may aid in the diagnosis and elucidation of this disease. Here, we describe the development of a semi-automated hyperelastic warping method for rapid comprehensive assessment of biventricular circumferential, longitudinal, and radial strains that is physiological meaningful and reproducible. We recruited and performed cardiac magnetic resonance (CMR) imaging on 30 subjects [10 HFpEF, 10 HF with reduced ejection fraction patients (HFrEF) and 10 healthy controls]. In each subject, a three-dimensional heart model including left ventricle (LV), right ventricle (RV), and septum was reconstructed from CMR images. The hyperelastic warping method was used to reference the segmented model with the target images and biventricular circumferential, longitudinal, and radial strain–time curves were obtained. The peak systolic strains are then measured and analyzed in this study. Intra- and inter-observer reproducibility of the biventricular peak systolic strains was excellent with all ICCs > 0.92. LV peak systolic circumferential, longitudinal, and radial strain, respectively, exhibited a progressive decrease in magnitude from healthy control→HFpEF→HFrEF: control (-15.5 ± 1.90, -15.6 ± 2.06, 41.4 ± 12.2%); HFpEF (-9.37 ± 3.23, -11.3 ± 1.76, 22.8 ± 13.1%); HFrEF (-4.75 ± 2.74, -7.55 ± 1.75, 10.8 ± 4.61%). A similar progressive decrease in magnitude was observed for RV peak systolic circumferential, longitudinal and radial strain: control (-9.91 ± 2.25, -14.5 ± 2.63, 26.8 ± 7.16%); HFpEF (-7.38 ± 3.17, -12.0 ± 2.45, 21.5 ± 10.0%); HFrEF (-5.92 ± 3.13, -8.63 ± 2.79, 15.2 ± 6.33%). Furthermore, septum peak systolic circumferential, longitudinal, and radial strain magnitude decreased gradually from healthy control to HFrEF: control (-7.11 ± 1.81, 16.3 ± 3.23, 18.5 ± 8.64%); HFpEF (-6.11 ± 3.98, -13.4 ± 3.02, 12.5 ± 6.38%); HFrEF (-1.42 ± 1.36, -8.99 ± 2.96, 3.35 ± 2.95%). The ROC analysis indicated LV peak systolic circumferential strain to be the most sensitive marker for differentiating HFpEF from healthy controls. Our results suggest that the hyperelastic warping method with the CMR-derived strains may reveal subtle impairment in HF biventricular mechanics, in particular despite a “normal” ventricular ejection fraction in HFpEF.

Details

Language :
English
ISSN :
1664042X
Database :
OpenAIRE
Journal :
Frontiers in Physiology, Frontiers in Physiology, Frontiers, 2018, 9, ⟨10.3389/fphys.2018.01295⟩, Frontiers in Physiology, 2018, 9, ⟨10.3389/fphys.2018.01295⟩, Frontiers in Physiology, Vol 9 (2018)
Accession number :
edsair.doi.dedup.....2b8967fd8e565b6d269ac483b41e7694
Full Text :
https://doi.org/10.3389/fphys.2018.01295⟩