Literature DB >> 26313531

Quantitative assessment of myocardial fibrosis in an age-related rat model by ex vivo late gadolinium enhancement magnetic resonance imaging with histopathological correlation.

Pascale Beliveau1, Farida Cheriet2, Stasia A Anderson3, Joni L Taylor3, Andrew E Arai3, Li-Yueh Hsu4.   

Abstract

Late gadolinium enhanced (LGE) cardiac magnetic resonance (CMR) imaging can detect the presence of myocardial infarction from ischemic cardiomyopathies (ICM). However, it is more challenging to detect diffuse myocardial fibrosis from non-ischemic cardiomyopathy (NICM) with this technique due to more subtle and heterogeneous enhancement of the myocardium. This study investigates whether high-resolution LGE CMR can detect age-related myocardial fibrosis using quantitative texture analysis with histological validation. LGE CMR of twenty-four rat hearts (twelve 6-week-old and twelve 2-year-old) was performed using a 7T MRI scanner. Picrosirius red was used as the histopathology reference for collagen staining. Fibrosis in the myocardium was quantified with standard deviation (SD) threshold methods from the LGE CMR images and 3D contrast texture maps that were computed from gray level co-occurrence matrix of the CMR images. There was a significant increase of collagen fibers in the aged compared to the young rat histology slices (2.60±0.27 %LV vs. 1.24±0.29 %LV, p<0.01). Both LGE CMR and texture images showed a significant increase of myocardial fibrosis in the elderly compared to the young rats. Fibrosis in the LGE CMR images correlated strongly with histology with the 3 SD threshold (r=0.84, y=0.99x+0.00). Similarly, fibrosis in the contrast texture maps correlated with the histology using the 4 SD threshold (r=0.89, y=1.01x+0.00). High resolution ex-vivo LGE CMR can detect the presence of diffuse fibrosis that naturally developed in elderly rat hearts. Our results suggest that texture analysis may improve the assessment of myocardial fibrosis in LGE CMR images. Published by Elsevier Ltd.

Entities:  

Keywords:  Aging; Computer quantification; Diffuse myocardial fibrosis; Gadolinium; Magnetic resonance imaging; Texture analysis

Mesh:

Substances:

Year:  2015        PMID: 26313531      PMCID: PMC4591214          DOI: 10.1016/j.compbiomed.2015.07.027

Source DB:  PubMed          Journal:  Comput Biol Med        ISSN: 0010-4825            Impact factor:   4.589


  44 in total

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4.  Relationship of MRI delayed contrast enhancement to irreversible injury, infarct age, and contractile function.

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Authors:  Li-Yueh Hsu; Alex Natanzon; Peter Kellman; Glenn A Hirsch; Anthony H Aletras; Andrew E Arai
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6.  A simple micromethod for collagen and total protein determination in formalin-fixed paraffin-embedded sections.

Authors:  A López-De León; M Rojkind
Journal:  J Histochem Cytochem       Date:  1985-08       Impact factor: 2.479

7.  Ex vivo diffusion tensor MRI reflects microscopic structural remodeling associated with aging and disease progression in normal and cardiomyopathic Syrian hamsters.

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Journal:  Scanning Microsc       Date:  1991-12

Review 9.  Advances in parametric mapping with CMR imaging.

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Journal:  JACC Cardiovasc Imaging       Date:  2013-07

10.  Quantification of late gadolinium enhanced CMR in viability assessment in chronic ischemic heart disease: a comparison to functional outcome.

Authors:  Aernout M Beek; Olga Bondarenko; Farshid Afsharzada; Albert C van Rossum
Journal:  J Cardiovasc Magn Reson       Date:  2009-03-09       Impact factor: 5.364

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2.  Assessment of Remote Myocardium Heterogeneity in Patients with Ventricular Tachycardia Using Texture Analysis of Late Iodine Enhancement (LIE) Cardiac Computed Tomography (cCT) Images.

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3.  Relationship between Extension or Texture Features of Late Gadolinium Enhancement and Ventricular Tachyarrhythmias in Hypertrophic Cardiomyopathy.

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Review 4.  Machine learning in cardiovascular magnetic resonance: basic concepts and applications.

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5.  Heart Histopathology and Mitochondrial Ultrastructure in Aged Rats Fed for 24 Months on Different Unsaturated Fats (Virgin Olive Oil, Sunflower Oil or Fish Oil) and Affected by Different Longevity.

Authors:  María D Navarro-Hortal; César L Ramírez-Tortosa; Alfonso Varela-López; José M Romero-Márquez; Julio J Ochoa; MCarmen Ramírez-Tortosa; Tamara Y Forbes-Hernández; Sergio Granados-Principal; Maurizio Battino; José L Quiles
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Review 6.  Artificial intelligence and cardiovascular imaging: A win-win combination.

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  6 in total

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