Comprehensive assessment of myocardial remodeling in ischemic heart disease by synchrotron propagation based X-ray phase contrast imaging

Abstract Cardiovascular research is in an ongoing quest for a superior imaging method to integrate gross-anatomical information with microanatomy, combined with quantifiable parameters of cardiac structure. In recent years, synchrotron radiation-based X-ray Phase Contrast Imaging (X-PCI) has been ex...

Full description

Bibliographic Details
Main Authors: Ivo Planinc, Patricia Garcia-Canadilla, Hector Dejea, Ivana Ilic, Eduard Guasch, Monica Zamora, Fàtima Crispi, Marco Stampanoni, Davor Milicic, Bart Bijnens, Anne Bonnin, Maja Cikes
Format: Article
Language:English
Published: Nature Publishing Group 2021-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-93054-6
id doaj-1daa93bd0b3143619402dec953db42d8
record_format Article
spelling doaj-1daa93bd0b3143619402dec953db42d82021-07-11T11:29:09ZengNature Publishing GroupScientific Reports2045-23222021-07-0111111310.1038/s41598-021-93054-6Comprehensive assessment of myocardial remodeling in ischemic heart disease by synchrotron propagation based X-ray phase contrast imagingIvo Planinc0Patricia Garcia-Canadilla1Hector Dejea2Ivana Ilic3Eduard Guasch4Monica Zamora5Fàtima Crispi6Marco Stampanoni7Davor Milicic8Bart Bijnens9Anne Bonnin10Maja Cikes11University of Zagreb School of Medicine, Department of Cardiovascular Diseases, University Hospital Centre ZagrebInstitut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)Paul Scherrer InstitutUniversity of Zagreb School of Medicine, Department of Pathology, University Hospital Centre ZagrebInstitut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)Paul Scherrer InstitutUniversity of Zagreb School of Medicine, Department of Cardiovascular Diseases, University Hospital Centre ZagrebInstitut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)Paul Scherrer InstitutUniversity of Zagreb School of Medicine, Department of Cardiovascular Diseases, University Hospital Centre ZagrebAbstract Cardiovascular research is in an ongoing quest for a superior imaging method to integrate gross-anatomical information with microanatomy, combined with quantifiable parameters of cardiac structure. In recent years, synchrotron radiation-based X-ray Phase Contrast Imaging (X-PCI) has been extensively used to characterize soft tissue in detail. The objective was to use X-PCI to comprehensively quantify ischemic remodeling of different myocardial structures, from cell to organ level, in a rat model of myocardial infarction. Myocardial infarction-induced remodeling was recreated in a well-established rodent model. Ex vivo rodent hearts were imaged by propagation based X-PCI using two configurations resulting in 5.8 µm and 0.65 µm effective pixel size images. The acquired datasets were used for a comprehensive assessment of macrostructural changes including the whole heart and vascular tree morphology, and quantification of left ventricular myocardial thickness, mass, volume, and organization. On the meso-scale, tissue characteristics were explored and compared with histopathological methods, while microstructural changes were quantified by segmentation of cardiomyocytes and calculation of cross-sectional areas. Propagation based X-PCI provides detailed visualization and quantification of morphological changes on whole organ, tissue, vascular as well as individual cellular level of the ex vivo heart, with a single, non-destructive 3D imaging modality.https://doi.org/10.1038/s41598-021-93054-6
collection DOAJ
language English
format Article
sources DOAJ
author Ivo Planinc
Patricia Garcia-Canadilla
Hector Dejea
Ivana Ilic
Eduard Guasch
Monica Zamora
Fàtima Crispi
Marco Stampanoni
Davor Milicic
Bart Bijnens
Anne Bonnin
Maja Cikes
spellingShingle Ivo Planinc
Patricia Garcia-Canadilla
Hector Dejea
Ivana Ilic
Eduard Guasch
Monica Zamora
Fàtima Crispi
Marco Stampanoni
Davor Milicic
Bart Bijnens
Anne Bonnin
Maja Cikes
Comprehensive assessment of myocardial remodeling in ischemic heart disease by synchrotron propagation based X-ray phase contrast imaging
Scientific Reports
author_facet Ivo Planinc
Patricia Garcia-Canadilla
Hector Dejea
Ivana Ilic
Eduard Guasch
Monica Zamora
Fàtima Crispi
Marco Stampanoni
Davor Milicic
Bart Bijnens
Anne Bonnin
Maja Cikes
author_sort Ivo Planinc
title Comprehensive assessment of myocardial remodeling in ischemic heart disease by synchrotron propagation based X-ray phase contrast imaging
title_short Comprehensive assessment of myocardial remodeling in ischemic heart disease by synchrotron propagation based X-ray phase contrast imaging
title_full Comprehensive assessment of myocardial remodeling in ischemic heart disease by synchrotron propagation based X-ray phase contrast imaging
title_fullStr Comprehensive assessment of myocardial remodeling in ischemic heart disease by synchrotron propagation based X-ray phase contrast imaging
title_full_unstemmed Comprehensive assessment of myocardial remodeling in ischemic heart disease by synchrotron propagation based X-ray phase contrast imaging
title_sort comprehensive assessment of myocardial remodeling in ischemic heart disease by synchrotron propagation based x-ray phase contrast imaging
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-07-01
description Abstract Cardiovascular research is in an ongoing quest for a superior imaging method to integrate gross-anatomical information with microanatomy, combined with quantifiable parameters of cardiac structure. In recent years, synchrotron radiation-based X-ray Phase Contrast Imaging (X-PCI) has been extensively used to characterize soft tissue in detail. The objective was to use X-PCI to comprehensively quantify ischemic remodeling of different myocardial structures, from cell to organ level, in a rat model of myocardial infarction. Myocardial infarction-induced remodeling was recreated in a well-established rodent model. Ex vivo rodent hearts were imaged by propagation based X-PCI using two configurations resulting in 5.8 µm and 0.65 µm effective pixel size images. The acquired datasets were used for a comprehensive assessment of macrostructural changes including the whole heart and vascular tree morphology, and quantification of left ventricular myocardial thickness, mass, volume, and organization. On the meso-scale, tissue characteristics were explored and compared with histopathological methods, while microstructural changes were quantified by segmentation of cardiomyocytes and calculation of cross-sectional areas. Propagation based X-PCI provides detailed visualization and quantification of morphological changes on whole organ, tissue, vascular as well as individual cellular level of the ex vivo heart, with a single, non-destructive 3D imaging modality.
url https://doi.org/10.1038/s41598-021-93054-6
work_keys_str_mv AT ivoplaninc comprehensiveassessmentofmyocardialremodelinginischemicheartdiseasebysynchrotronpropagationbasedxrayphasecontrastimaging
AT patriciagarciacanadilla comprehensiveassessmentofmyocardialremodelinginischemicheartdiseasebysynchrotronpropagationbasedxrayphasecontrastimaging
AT hectordejea comprehensiveassessmentofmyocardialremodelinginischemicheartdiseasebysynchrotronpropagationbasedxrayphasecontrastimaging
AT ivanailic comprehensiveassessmentofmyocardialremodelinginischemicheartdiseasebysynchrotronpropagationbasedxrayphasecontrastimaging
AT eduardguasch comprehensiveassessmentofmyocardialremodelinginischemicheartdiseasebysynchrotronpropagationbasedxrayphasecontrastimaging
AT monicazamora comprehensiveassessmentofmyocardialremodelinginischemicheartdiseasebysynchrotronpropagationbasedxrayphasecontrastimaging
AT fatimacrispi comprehensiveassessmentofmyocardialremodelinginischemicheartdiseasebysynchrotronpropagationbasedxrayphasecontrastimaging
AT marcostampanoni comprehensiveassessmentofmyocardialremodelinginischemicheartdiseasebysynchrotronpropagationbasedxrayphasecontrastimaging
AT davormilicic comprehensiveassessmentofmyocardialremodelinginischemicheartdiseasebysynchrotronpropagationbasedxrayphasecontrastimaging
AT bartbijnens comprehensiveassessmentofmyocardialremodelinginischemicheartdiseasebysynchrotronpropagationbasedxrayphasecontrastimaging
AT annebonnin comprehensiveassessmentofmyocardialremodelinginischemicheartdiseasebysynchrotronpropagationbasedxrayphasecontrastimaging
AT majacikes comprehensiveassessmentofmyocardialremodelinginischemicheartdiseasebysynchrotronpropagationbasedxrayphasecontrastimaging
_version_ 1721308982262366208