High-resolution X-ray phase-contrast tomography of human placenta with different wavefront markers

Abstract Phase-contrast micro-tomography ( $$\upmu$$ CT) with synchrotron radiation can aid in the differentiation of subtle density variations in weakly absorbing soft tissue specimens. Modulation-based imaging (MBI) extracts phase information from the distortion of reference patterns, generated by...

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Main Authors: Sara Savatović, Davis Laundon, Fabio De Marco, Mirko Riedel, Jörg U. Hammel, Madleen Busse, Murielle Salomé, Lorella Pascolo, Irene Zanette, Rohan M. Lewis, Julia Herzen, Pierre Thibault
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-85105-z
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author Sara Savatović
Davis Laundon
Fabio De Marco
Mirko Riedel
Jörg U. Hammel
Madleen Busse
Murielle Salomé
Lorella Pascolo
Irene Zanette
Rohan M. Lewis
Julia Herzen
Pierre Thibault
author_facet Sara Savatović
Davis Laundon
Fabio De Marco
Mirko Riedel
Jörg U. Hammel
Madleen Busse
Murielle Salomé
Lorella Pascolo
Irene Zanette
Rohan M. Lewis
Julia Herzen
Pierre Thibault
author_sort Sara Savatović
collection DOAJ
description Abstract Phase-contrast micro-tomography ( $$\upmu$$ CT) with synchrotron radiation can aid in the differentiation of subtle density variations in weakly absorbing soft tissue specimens. Modulation-based imaging (MBI) extracts phase information from the distortion of reference patterns, generated by periodic or randomly structured wavefront markers (e.g., gratings or sandpaper). The two approaches have already found application for the virtual inspection of biological samples. Here, we perform high-resolution $$\upmu$$ CT scans of an unstained human placenta specimen, using MBI with both a 2D grating and sandpaper as modulators, as well as conventional propagation-based imaging (PBI). The 3D virtual representation of placenta offers a valuable tool for analysing its intricate branching villous network and vascular structure, providing new insights into its complex architecture. Within this study, we assess reconstruction quality achieved with all three evaluated phase-contrast methods. Both MBI datasets are processed with the Unified Modulated Pattern Analysis (UMPA) model, a pattern-matching algorithm. In order to evaluate the benefits and suitability of MBI for virtual histology, we discuss how the complexities of the technique influence image quality and correlate the obtained volumes to 2D techniques, such as conventional histology and X-ray fluorescence (XRF) elemental maps.
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spelling doaj-art-a6d72d6c036545c583d0e035c3bb048f2025-01-19T12:23:47ZengNature PortfolioScientific Reports2045-23222025-01-0115111210.1038/s41598-025-85105-zHigh-resolution X-ray phase-contrast tomography of human placenta with different wavefront markersSara Savatović0Davis Laundon1Fabio De Marco2Mirko Riedel3Jörg U. Hammel4Madleen Busse5Murielle Salomé6Lorella Pascolo7Irene Zanette8Rohan M. Lewis9Julia Herzen10Pierre Thibault11Munich Institute of Biomedical Engineering, Technical University of MunichHuman Development and Health, Faculty of Medicine, University of SouthamptonDepartment of Physics, University of TriesteMunich Institute of Biomedical Engineering, Technical University of MunichInstitute of Materials Physics, Helmholtz-Zentrum hereonMunich Institute of Biomedical Engineering, Technical University of MunichESRF - The European Synchrotron Radiation FacilityInstitute for Maternal and Child Health, IRCCS Burlo GarofoloElettra - Sincrotrone Trieste S.C.p.A.Human Development and Health, Faculty of Medicine, University of SouthamptonMunich Institute of Biomedical Engineering, Technical University of MunichDepartment of Physics, University of TriesteAbstract Phase-contrast micro-tomography ( $$\upmu$$ CT) with synchrotron radiation can aid in the differentiation of subtle density variations in weakly absorbing soft tissue specimens. Modulation-based imaging (MBI) extracts phase information from the distortion of reference patterns, generated by periodic or randomly structured wavefront markers (e.g., gratings or sandpaper). The two approaches have already found application for the virtual inspection of biological samples. Here, we perform high-resolution $$\upmu$$ CT scans of an unstained human placenta specimen, using MBI with both a 2D grating and sandpaper as modulators, as well as conventional propagation-based imaging (PBI). The 3D virtual representation of placenta offers a valuable tool for analysing its intricate branching villous network and vascular structure, providing new insights into its complex architecture. Within this study, we assess reconstruction quality achieved with all three evaluated phase-contrast methods. Both MBI datasets are processed with the Unified Modulated Pattern Analysis (UMPA) model, a pattern-matching algorithm. In order to evaluate the benefits and suitability of MBI for virtual histology, we discuss how the complexities of the technique influence image quality and correlate the obtained volumes to 2D techniques, such as conventional histology and X-ray fluorescence (XRF) elemental maps.https://doi.org/10.1038/s41598-025-85105-z
spellingShingle Sara Savatović
Davis Laundon
Fabio De Marco
Mirko Riedel
Jörg U. Hammel
Madleen Busse
Murielle Salomé
Lorella Pascolo
Irene Zanette
Rohan M. Lewis
Julia Herzen
Pierre Thibault
High-resolution X-ray phase-contrast tomography of human placenta with different wavefront markers
Scientific Reports
title High-resolution X-ray phase-contrast tomography of human placenta with different wavefront markers
title_full High-resolution X-ray phase-contrast tomography of human placenta with different wavefront markers
title_fullStr High-resolution X-ray phase-contrast tomography of human placenta with different wavefront markers
title_full_unstemmed High-resolution X-ray phase-contrast tomography of human placenta with different wavefront markers
title_short High-resolution X-ray phase-contrast tomography of human placenta with different wavefront markers
title_sort high resolution x ray phase contrast tomography of human placenta with different wavefront markers
url https://doi.org/10.1038/s41598-025-85105-z
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