Characterization of diffuse fibrosis in the failing human heart via diffusion tensor imaging and quantitative histological validation

Osama Abdullah, Stavros G. Drakos, Nikolaos A. Diakos, Omar Wever-Pinzon, Abdallah G. Kfoury, Josef Stehlik, Craig H. Selzman, Bruce B. Reid, Kim Brunisholz, Divya Ratan Verma, Craig Myrick, Frank B. Sachse, Dean Y. Li, Edward W. Hsu

Research output: Contribution to journalArticle

Abstract

Non-invasive imaging techniques are highly desirable as an alternative to conventional biopsy for the characterization of the remodeling of tissues associated with disease progression, including end-stage heart failure. Cardiac diffusion tensor imaging (DTI) has become an established method for the characterization of myocardial microstructure. However, the relationships between diffuse myocardial fibrosis, which is a key biomarker for staging and treatment planning of the failing heart, and measured DTI parameters have yet to be investigated systematically. In this study, DTI was performed on left ventricular specimens collected from patients with chronic end-stage heart failure as a result of idiopathic dilated cardiomyopathy (n=14) and from normal donors (n=5). Scalar DTI parameters, including fractional anisotropy (FA) and mean (MD), primary (D1), secondary (D2) and tertiary (D3) diffusivities, were correlated with collagen content measured by digital microscopy. Compared with hearts from normal subjects, the FA in failing hearts decreased by 22%, whereas the MD, D2 and D3 increased by 12%, 14% and 24%, respectively (P<0.01). No significant change was detected for D1 between the two groups. Furthermore, significant correlation was observed between the DTI scalar indices and quantitative histological measurements of collagen (i.e. fibrosis). Pearson's correlation coefficients (r) between collagen content and FA, MD, D2 and D3 were -0.51, 0.59, 0.56 and 0.62 (P<0.05), respectively. The correlation between D1 and collagen content was not significant (r=0.46, P=0.05). Computational modeling analysis indicated that the behaviors of the DTI parameters as a function of the degree of fibrosis were well explained by compartmental exchange between myocardial and collagenous tissues. Combined, these findings suggest that scalar DTI parameters can be used as metrics for the non-invasive assessment of diffuse fibrosis in failing hearts.

Original languageEnglish (US)
Pages (from-to)1378-1386
Number of pages9
JournalNMR in Biomedicine
Volume27
Issue number11
DOIs
StatePublished - Nov 1 2014

Fingerprint

Diffusion tensor imaging
Diffusion Tensor Imaging
Fibrosis
Anisotropy
Collagen
Heart Failure
Tissue
Biopsy
Dilated Cardiomyopathy
Biomarkers
Disease Progression
Microscopy
Microscopic examination
Tissue Donors
Imaging techniques
Planning
Microstructure

Keywords

  • Diffuse fibrosis
  • DTI
  • Fractional anisotropy
  • Histological correlation
  • Idiopathic dilated cardiomyopathy
  • Mean diffusivity
  • Non-ischemic heart failure
  • Principal diffusivities

ASJC Scopus subject areas

  • Molecular Medicine
  • Radiology Nuclear Medicine and imaging
  • Spectroscopy

Cite this

Characterization of diffuse fibrosis in the failing human heart via diffusion tensor imaging and quantitative histological validation. / Abdullah, Osama; Drakos, Stavros G.; Diakos, Nikolaos A.; Wever-Pinzon, Omar; Kfoury, Abdallah G.; Stehlik, Josef; Selzman, Craig H.; Reid, Bruce B.; Brunisholz, Kim; Verma, Divya Ratan; Myrick, Craig; Sachse, Frank B.; Li, Dean Y.; Hsu, Edward W.

In: NMR in Biomedicine, Vol. 27, No. 11, 01.11.2014, p. 1378-1386.

Research output: Contribution to journalArticle

Abdullah, O, Drakos, SG, Diakos, NA, Wever-Pinzon, O, Kfoury, AG, Stehlik, J, Selzman, CH, Reid, BB, Brunisholz, K, Verma, DR, Myrick, C, Sachse, FB, Li, DY & Hsu, EW 2014, 'Characterization of diffuse fibrosis in the failing human heart via diffusion tensor imaging and quantitative histological validation', NMR in Biomedicine, vol. 27, no. 11, pp. 1378-1386. https://doi.org/10.1002/nbm.3200
Abdullah, Osama ; Drakos, Stavros G. ; Diakos, Nikolaos A. ; Wever-Pinzon, Omar ; Kfoury, Abdallah G. ; Stehlik, Josef ; Selzman, Craig H. ; Reid, Bruce B. ; Brunisholz, Kim ; Verma, Divya Ratan ; Myrick, Craig ; Sachse, Frank B. ; Li, Dean Y. ; Hsu, Edward W. / Characterization of diffuse fibrosis in the failing human heart via diffusion tensor imaging and quantitative histological validation. In: NMR in Biomedicine. 2014 ; Vol. 27, No. 11. pp. 1378-1386.
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