Volume 18 Supplement 1

19th Annual SCMR Scientific Sessions

Open Access

Quantification of myocardial stiffness in heart failure with preserved ejection fraction porcine model using magnetic resonance elastography

  • Ria Mazumder1, 2,
  • Samuel Schroeder3,
  • Bradley D Clymer1,
  • Richard D White2 and
  • Arunark Kolipaka2
Journal of Cardiovascular Magnetic Resonance201618(Suppl 1):P29


Published: 27 January 2016


Heart failure with preserved ejection fraction (HFpEF) is associated with a complex heterogeneous pathophysiology which is poorly understood thereby preventing appropriate diagnosis and prognosis1. However, it is known that most of the cardiovascular and non-cardiac abnormalities that induce HFpEF are eventually manifested as an increase in left ventricular (LV) myocardial stiffness (MS). Therefore, we hypothesize that quantifying MS will assist in timely diagnosis of HFpEF and reveal pathophysiological conditions that are specific to the prognosis of HFpEF. Recently, with the advent of cardiac magnetic resonance elastography (cMRE) it has been feasible to estimate the shear stiffness of myocardium noninvasively2. In this study, we use cMRE to estimate the change in LV MS across the cardiac cycle during disease progression in HFpEF induced pigs.


Renal wrapping surgery was performed in 5 pigs to induce HFpEF3. cMRE was performed at baseline (Bx, prior to surgery), month 1 (M1) and month 2 (M2) on a 1.5T MRI scanner (Avanto, Siemens Healthcare, Erlangen, Germany). cMRE imaging parameters includes: TR/TE = 12.5/9.71 ms; FOV = 384 × 384 mm2; Resolution = 3 × 3 × 8 mm3; Flip angle = 15°; GRAPPA = 2; Mechanical frequency = 80 Hz; Encoding frequency = 160 Hz; Phase offsets = 4. Images were masked to extract the LV and estimate cMRE-derived LV MS across the cardiac cycle using 3D local frequency estimation inversion algorithm at each time point. End- systolic (ES) and diastolic (ED) MS were correlated to the corresponding ES and ED pressures obtained using LV catheterization.


Fig 1 demonstrates that cMRE-derived stiffness increases with disease progression from Bx to M1 to M2 throughout the cardiac cycle indicating that HFpEF causes an elevation in LV MS. Furthermore, ES MS is significantly higher (p-value < 0.001) than ED MS at all-time points. Fig 2 shows moderate correlation between ES and ED MS and corresponding pressure from LV catheterization with a R2 value of 0.4.
Figure 1

Plot of cMRE-derived MS across the cardiac cycle from all animals showing that mean MS at M2 (red line) increased from M1 (blue line) which increased compared to Bx (green line). ED occurred between 4 and 5 while ES occurred between 8 and 1.

Figure 2

Graph shows correlation between cMRE-derived ES and ED MS vs catheter-based ES and ED LV pressure.


Our result demonstrates that cMRE-derived MS increases with disease progression in HFpEF porcine model thereby indicating the scope of using cMRE as a diagnostic tool to diagnose HFpEF condition.

Authors’ Affiliations

Electrical and Computer Engineering, The Ohio State University
Department of Radiology, The Ohio State University
Department of Mechanical Engineering, The Ohio State University


  1. Kitzman DW, et al: Journal of the American College of Cardiology. 2014, 63 (5): P30-459.View ArticleGoogle Scholar
  2. Wassenaar P, et al: Magnetic Resonance in Medicine. 2015Google Scholar
  3. Grollman A: Proceedings of the Society for Experimental Biology and Medicine. 1944, 57 (1): 102-104.View ArticleGoogle Scholar


© Mazumder et al. 2016

This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.