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Schaeper JJ, Kampshoff CA, Wolf BJ, Roos L, Michanski S, Ruhwedel T, Eckermann M, Meyer A, Jeschke M, Wichmann C, Moser T, Salditt T. 3D virtual histology of rodent and primate cochleae with multi-scale phase-contrast X-ray tomography. Sci Rep 2025; 15:7933. [PMID: 40050327 PMCID: PMC11885485 DOI: 10.1038/s41598-025-89431-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2024] [Accepted: 02/05/2025] [Indexed: 03/09/2025] Open
Abstract
Multi-scale X-ray phase contrast tomography (XPCT) enables three-dimensional (3D), non-destructive imaging of intact small animal cochlea and apical cochlear turns. Here we report on post-mortem imaging of excised non-human primate and rodent cochleae at different [Formula: see text]-CT and nano-CT synchrotron instruments. We explore different sample embeddings, stainings and imaging regimes. Under optimized conditions of sample preparation, instrumentation, imaging protocol, and phase retrieval, high image quality and detail level can be achieved in 3D reconstructions. The showcased instrumentation and imaging protocols along with the reconstucted volumes can serve as benchmarks and reference for multi-scale microanatomy and 3D histology. The provided benchmarks and imaging protocols of this work cover a wide range of scales and are intended as augmented imaging tools for auditory research.
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Affiliation(s)
- Jannis J Schaeper
- Institute for X-Ray Physics, University of Göttingen, 37077, Göttingen, Germany
- Cluster of Excellence "Multiscale Bioimaging: From Molecular Machines to Networks of Excitable Cells", University of Göttingen, 37075, Göttingen, Germany
| | - Christoph A Kampshoff
- Department of Otolaryngology, University Medical Center Göttingen, 37075, Göttingen, Germany
- Institute for Auditory Neuroscience and Inner Ear Lab, University Medical Center Göttingen, 37075, Göttingen, Germany
| | - Bettina J Wolf
- Institute for Auditory Neuroscience and Inner Ear Lab, University Medical Center Göttingen, 37075, Göttingen, Germany
- Else-Kröner-Fresenius Center for Optogenetic Therapies, University Medical Center Göttingen, 37075, Göttingen, Germany
- Cluster of Excellence "Multiscale Bioimaging: From Molecular Machines to Networks of Excitable Cells", University of Göttingen, 37075, Göttingen, Germany
| | - Lennart Roos
- Department of Otolaryngology, University Medical Center Göttingen, 37075, Göttingen, Germany
- Institute for Auditory Neuroscience and Inner Ear Lab, University Medical Center Göttingen, 37075, Göttingen, Germany
- Else-Kröner-Fresenius Center for Optogenetic Therapies, University Medical Center Göttingen, 37075, Göttingen, Germany
- Cluster of Excellence "Multiscale Bioimaging: From Molecular Machines to Networks of Excitable Cells", University of Göttingen, 37075, Göttingen, Germany
| | - Susann Michanski
- Institute for Auditory Neuroscience and Inner Ear Lab, University Medical Center Göttingen, 37075, Göttingen, Germany
- Molecular Architecture of Synapses Group, Institute for Auditory Neuroscience and InnerEarLab, University Medical Center Göttingen, Göttingen, Germany
- University Medical Center Göttingen, Center for Biostructural Imaging of Neurodegeneration, Göttingen, Germany
| | - Torben Ruhwedel
- Max Planck Institute for Multidisciplinary Sciences, 37075, Göttingen, Germany
| | - Marina Eckermann
- Beamline ID16A, European Synchrotron Radiation Facility, 38000, Grenoble, France
| | - Alexander Meyer
- Department of Otolaryngology, University Medical Center Göttingen, 37075, Göttingen, Germany
| | - Marcus Jeschke
- Institute for Auditory Neuroscience and Inner Ear Lab, University Medical Center Göttingen, 37075, Göttingen, Germany
- Cognitive Hearing in Primates Group, German Primate Center, 37077, Göttingen, Germany
- Else-Kröner-Fresenius Center for Optogenetic Therapies, University Medical Center Göttingen, 37075, Göttingen, Germany
| | - Carolin Wichmann
- Institute for Auditory Neuroscience and Inner Ear Lab, University Medical Center Göttingen, 37075, Göttingen, Germany
- Molecular Architecture of Synapses Group, Institute for Auditory Neuroscience and InnerEarLab, University Medical Center Göttingen, Göttingen, Germany
- University Medical Center Göttingen, Center for Biostructural Imaging of Neurodegeneration, Göttingen, Germany
- Cluster of Excellence "Multiscale Bioimaging: From Molecular Machines to Networks of Excitable Cells", University of Göttingen, 37075, Göttingen, Germany
| | - Tobias Moser
- Department of Otolaryngology, University Medical Center Göttingen, 37075, Göttingen, Germany
- Institute for Auditory Neuroscience and Inner Ear Lab, University Medical Center Göttingen, 37075, Göttingen, Germany
- Auditory Neuroscience and Synaptic Nanophysiology Group, Max-Planck-Institute for Multidisciplinary Sciences, Göttingen, Germany
- Else-Kröner-Fresenius Center for Optogenetic Therapies, University Medical Center Göttingen, 37075, Göttingen, Germany
- Cluster of Excellence "Multiscale Bioimaging: From Molecular Machines to Networks of Excitable Cells", University of Göttingen, 37075, Göttingen, Germany
| | - Tim Salditt
- Institute for X-Ray Physics, University of Göttingen, 37077, Göttingen, Germany.
- Cluster of Excellence "Multiscale Bioimaging: From Molecular Machines to Networks of Excitable Cells", University of Göttingen, 37075, Göttingen, Germany.
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Frohn J, Böddeker F, Reichardt M, Bruns H, Czajka T, Khan A, Broche L, Krisch M, Bravin A, Alves F, Zschüntzsch J, Salditt T. Three-dimensional structure of entire hydrated murine hearts at histological resolution. Sci Rep 2025; 15:2766. [PMID: 39843542 PMCID: PMC11754897 DOI: 10.1038/s41598-024-83853-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Accepted: 12/18/2024] [Indexed: 01/24/2025] Open
Abstract
Imaging the entire cardiomyocyte network in entire small animal hearts at single cell resolution is a formidable challenge. Optical microscopy provides sufficient contrast and resolution in 2d, however fails to deliver non-destructive 3d reconstructions with isotropic resolution. It requires several invasive preparation steps, which introduce structural artefacts, namely dehydration, physical slicing and staining, or for the case of light sheet microscopy also clearing of the tissue. Our goal is to provide 3d reconstructions of the cardiomyocyte network in entire hydrated murine hearts, and to develop a methodology for quantitative analysis of heart pathologies based on X-ray phase contrast computed tomography (XPCT). We have used XPCT at two beamlines of the extremely brilliant source (EBS) at the European Synchrotron Radiation Facility (ESRF) to scan wild-type murine hearts at high resolution, as well as a series of murine hearts of different pathological models, at reduced resolution and higher throughput. All hearts were obtained from the small animal facility of the university medical center in Göttingen. The hearts were fixed in formalin, stored and measured non-destructively in phosphate buffer solution. The high resolution dataset allows to discern individual cardiomyocytes in the tissue. All datasets have been analyzed using semi-automated image segmentation of the ventricles, rotation into a common coordinate system, classification into different anatomical compartments, and finally the structure tensor approach. A 3d streamline representation of the cardiomyocyte orientation vector field is provided. The different cardiovascular disease models are analysed based on metrics derived from the 3d structure tensor. An entire hydrated murine heart has been covered at an isotropic voxel size of 1.6 μ m (distributed over several volumes). A binned and fused dataset of this heart is available at 3.2 μ m, and has been analyzed by the structure tensor approach to yield the ventricular cardiomyocyte network or mesh, i.e. the aggregation of the cardiomyocyte chains in particular in the ventricular wall. Semi-automatic determination of structural metrics is already achieved and the corresponding tools and resulting data are made publically available. XPCT using extremely brilliant undulator radiation is close to achieve single cell reconstruction in an entire small animal organ.
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Affiliation(s)
- Jasper Frohn
- Institute for X-ray Physics, Georg-August University Göttingen, Friedrich-Hund-Platz 1, 37077, Göttingen, Germany
| | - Frederik Böddeker
- Institute for X-ray Physics, Georg-August University Göttingen, Friedrich-Hund-Platz 1, 37077, Göttingen, Germany
| | - Marius Reichardt
- Institute for X-ray Physics, Georg-August University Göttingen, Friedrich-Hund-Platz 1, 37077, Göttingen, Germany
| | - Hendrik Bruns
- Institute for X-ray Physics, Georg-August University Göttingen, Friedrich-Hund-Platz 1, 37077, Göttingen, Germany
| | - Titus Czajka
- Institute for X-ray Physics, Georg-August University Göttingen, Friedrich-Hund-Platz 1, 37077, Göttingen, Germany
| | - Amara Khan
- Georg-August University Göttingen, University Medical Center Göttingen, 37075, Göttingen, Germany
| | - Ludovic Broche
- Multiscale Bioimaging: From Molecular Machines to Networks of Excitable Cells (MBExC), Grenoble, France
| | - Michael Krisch
- Multiscale Bioimaging: From Molecular Machines to Networks of Excitable Cells (MBExC), Grenoble, France
| | - Alberto Bravin
- Multiscale Bioimaging: From Molecular Machines to Networks of Excitable Cells (MBExC), Grenoble, France
| | - Frauke Alves
- Georg-August University Göttingen, University Medical Center Göttingen, 37075, Göttingen, Germany
- European Synchrotron Radiation Facility, Grenoble, France
| | - Jana Zschüntzsch
- Georg-August University Göttingen, University Medical Center Göttingen, 37075, Göttingen, Germany
| | - Tim Salditt
- Institute for X-ray Physics, Georg-August University Göttingen, Friedrich-Hund-Platz 1, 37077, Göttingen, Germany.
- European Synchrotron Radiation Facility, Grenoble, France.
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3
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Bernardino G, Calvet-Mirabent À, Dejea H, Guasch E, Bonnin A, Garcia-Canadilla P. The use of ethanol as contrast enhancer in synchrotron X-ray phase-contrast imaging leads to heterogeneous myocardial tissue shrinkage: a case report. JOURNAL OF SYNCHROTRON RADIATION 2025; 32:200-209. [PMID: 39689036 PMCID: PMC11708853 DOI: 10.1107/s1600577524010221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Accepted: 10/18/2024] [Indexed: 12/19/2024]
Abstract
One of the main limitations of conventional absorption-based X-ray micro-computed tomography imaging of biological samples is the low inherent X-ray contrast of soft tissue. To overcome this limitation, the use of ethanol as contrast agent has been proposed to enhance image contrast of soft tissues through dehydration. Some authors have shown that ethanol shrinks and hardens the tissue too much, also causing small tissue ruptures due to fast dehydration. However, the local tissue deformation occurring as a consequence of tissue dehydration and whether tissue shrinkage can modify myocardial architecture has not been quantified yet. The aim of this paper is to quantify the local myocardial tissue deformation due to ethanol dehydration based on 3D non-rigid registration and perform a detailed characterization of its myocardial tissue organization, before and after ethanol dehydration. A rat adult heart was imaged with synchrotron-radiation-based X-ray phase contrast imaging (X-PCI) three times: before, 9 h after and 342 h after ethanol immersion. The total volume shrinkage as well as changes in the left ventricular myocardial thickness were computed. Then, to determine local deformation of the heart caused by ethanol dehydration, the related 3D tomographic datasets were registered by means of a non-rigid registration algorithm. Finally, changes on the orientation and organization of myocytes were assessed. Our results show that the use of ethanol in synchrotron X-PCI can improve image contrast, but the tissue shrinkage is not homogeneous thus changing the local myocardial organization.
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Affiliation(s)
| | - Àngels Calvet-Mirabent
- Institute of neurosciences, Department of Medicine, School of Medicine and Health SciencesUniversity of BarcelonaBarcelonaSpain
| | - Hector Dejea
- European Synchrotron Radiation FacilityGrenobleFrance
- Institute of Cardiovascular ScienceUniversity College LondonLondonUnited Kingdom
| | - Eduard Guasch
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Arrhythmia Unit, Department of Cardiology, Hospital Clínic de Barcelona, Barcelona, Spain
- Centre for Biomedical Research on Rare Diseases (CIBER-ER), Hospital Clínic de Barcelona, Barcelona, Spain
| | - Anne Bonnin
- Paul Scherrer InstitutVilligen PSISwitzerland
| | - Patricia Garcia-Canadilla
- Cardiovascular Resarch Group iCare4Kids, Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Spain
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Li KYC, Syrris P, Bonnin A, Treibel TA, Budhram-Mahadeo V, Dejea H, Cook AC. Cryo-X-Ray Phase Contrast Imaging Enables Combined 3D Structural Quantification and Nucleic Acid Analysis of Myocardial Biopsies. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2409163. [PMID: 39478309 DOI: 10.1002/advs.202409163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Revised: 10/09/2024] [Indexed: 12/28/2024]
Abstract
Snap-frozen biopsies serve as a valuable clinical resource of archival material for disease research, as they enable a comprehensive array of downstream analyses to be performed, including extraction and sequencing of nucleic acids. Obtaining three-dimensional (3D) structural information before multi-omics is more challenging but can potentially allow for better characterization of tissues and targeting of clinically relevant cells. Conventional histological techniques are limited in this regard due to their destructive nature and the reconstruction artifacts produced by sectioning, dehydration, and chemical processing. These limitations are particularly notable in soft tissues such as the heart. In this study, the feasibility of using synchrotron-based cryo-X-ray phase contrast imaging (cryo-X-PCI) of snap-frozen myocardial biopsies is assessed and 3D structure tensor analysis of aggregated myocytes, followed by nucleic acid (DNA and RNA) extraction and analysis. It is shown that optimal sample preparation is the key driver for successful structural and nucleic acid preservation which is unaffected by the process of cryo-X-PCI. It is proposed that cryo-X-PCI has clinical value for 3D tissue analysis of cardiac and potentially non-cardiac soft tissue biopsies before nucleic acid investigation.
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Affiliation(s)
- Kan Yan Chloe Li
- Institute of Cardiovascular Science, University College London, London, WC1N 1DZ, UK
| | - Petros Syrris
- Institute of Cardiovascular Science, University College London, London, WC1N 1DZ, UK
| | - Anne Bonnin
- Paul Scherrer Institut, Villigen, 5232, Switzerland
| | - Thomas A Treibel
- Institute of Cardiovascular Science, University College London, London, WC1N 1DZ, UK
- Department of Cardiology, St Bartholomew's Hospital, London, EC1A 7BE, UK
| | | | - Hector Dejea
- European Synchrotron Radiation Facility, 71 Av des Martyrs, Grenoble, 3800, France
| | - Andrew C Cook
- Institute of Cardiovascular Science, University College London, London, WC1N 1DZ, UK
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Dierks H, Dreier T, Krüger R, Bech M, Wallentin J. Optimization of phase contrast imaging with a nano-focus x-ray tube. APPLIED OPTICS 2023; 62:5502-5507. [PMID: 37706868 DOI: 10.1364/ao.491669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 05/10/2023] [Indexed: 09/15/2023]
Abstract
Propagation-based phase contrast imaging with a laboratory x-ray source is a valuable tool for studying samples that show only low absorption contrast, either because of low density, elemental composition, or small feature size. If a propagation distance between sample and detector is introduced and the illumination is sufficiently coherent, the phase shift in the sample will cause additional contrast around interfaces, known as edge enhancement fringes. The strength of this effect depends not only on sample parameters and energy but also on the experimental geometry, which can be optimized accordingly. Recently, x-ray lab sources using transmission targets have become available, which provide very small source sizes in the few hundred nanometer range. This allows the use of a high-magnification geometry with a very short source-sample distance, while still achieving sufficient spatial coherence at the sample position. Moreover, the high geometrical magnification makes it possible to use detectors with a larger pixel size without reducing the image resolution. Here, we explore the influence of magnification on the edge enhancement fringes in such a geometry. We find experimentally and theoretically that the fringes become maximal at a magnification that is independent of the total source-detector distance. This optimal magnification only depends on the source size, the steepness of the sample feature, and the detector resolution. A stronger influence of the sample feature on the optimal magnification compared to low-magnification geometries is observed.
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Dejea H, Schlepütz CM, Méndez-Carmona N, Arnold M, Garcia-Canadilla P, Longnus SL, Stampanoni M, Bijnens B, Bonnin A. A tomographic microscopy-compatible Langendorff system for the dynamic structural characterization of the cardiac cycle. Front Cardiovasc Med 2022; 9:1023483. [PMID: 36620622 PMCID: PMC9815149 DOI: 10.3389/fcvm.2022.1023483] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Accepted: 12/07/2022] [Indexed: 12/24/2022] Open
Abstract
Introduction Cardiac architecture has been extensively investigated ex vivo using a broad spectrum of imaging techniques. Nevertheless, the heart is a dynamic system and the structural mechanisms governing the cardiac cycle can only be unveiled when investigating it as such. Methods This work presents the customization of an isolated, perfused heart system compatible with synchrotron-based X-ray phase contrast imaging (X-PCI). Results Thanks to the capabilities of the developed setup, it was possible to visualize a beating isolated, perfused rat heart for the very first time in 4D at an unprecedented 2.75 μm pixel size (10.6 μm spatial resolution), and 1 ms temporal resolution. Discussion The customized setup allows high-spatial resolution studies of heart architecture along the cardiac cycle and has thus the potential to serve as a tool for the characterization of the structural dynamics of the heart, including the effects of drugs and other substances able to modify the cardiac cycle.
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Affiliation(s)
- Hector Dejea
- Paul Scherrer Institute, Villigen, Switzerland,Institute for Biomedical Engineering, University and ETH Zürich, Zurich, Switzerland,*Correspondence: Hector Dejea ✉
| | | | - Natalia Méndez-Carmona
- Department of Cardiac Surgery, Inselspital, Bern University Hospital, Bern, Switzerland,Department for BioMedical Research, University of Bern, Bern, Switzerland
| | - Maria Arnold
- Department of Cardiac Surgery, Inselspital, Bern University Hospital, Bern, Switzerland,Department for BioMedical Research, University of Bern, Bern, Switzerland
| | - Patricia Garcia-Canadilla
- BCNatal-Barcelona Center for Maternal-Fetal and Neonatal Medicine, Hospital Sant Joan de Déu and Hospital Clínic, University of Barcelona, Barcelona, Spain,Cardiovascular Diseases and Child Development, Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Spain
| | - Sarah L. Longnus
- Department of Cardiac Surgery, Inselspital, Bern University Hospital, Bern, Switzerland,Department for BioMedical Research, University of Bern, Bern, Switzerland
| | - Marco Stampanoni
- Paul Scherrer Institute, Villigen, Switzerland,Institute for Biomedical Engineering, University and ETH Zürich, Zurich, Switzerland
| | - Bart Bijnens
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain,Institution for Research and Advanced Studies (ICREA), Barcelona, Spain
| | - Anne Bonnin
- Paul Scherrer Institute, Villigen, Switzerland
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Veress B, Peruzzi N, Eckermann M, Frohn J, Salditt T, Bech M, Ohlsson B. Structure of the myenteric plexus in normal and diseased human ileum analyzed by X-ray virtual histology slices. World J Gastroenterol 2022; 28:3994-4006. [PMID: 36157532 PMCID: PMC9367237 DOI: 10.3748/wjg.v28.i29.3994] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 05/18/2022] [Accepted: 07/11/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The enteric nervous system (ENS) is situated along the entire gastrointestinal tract and is divided into myenteric and submucosal plexuses in the small and large intestines. The ENS consists of neurons, glial cells, and nerves assembled into ganglia, surrounded by telocytes, interstitial cells of Cajal, and connective tissue. Owing to the complex spatial organization of several interconnections with nerve fascicles, the ENS is difficult to examine in conventional histological sections of 3-5 μm.
AIM To examine human ileum full-thickness biopsies using X-ray phase-contrast nanotomography without prior staining to visualize the ENS.
METHODS Six patients were diagnosed with gastrointestinal dysmotility and neuropathy based on routine clinical and histopathological examinations. As controls, full-thickness biopsies were collected from healthy resection ileal regions after hemicolectomy for right colon malignancy. From the paraffin blocks, 4-µm thick sections were prepared and stained with hematoxylin and eosin for localization of the myenteric ganglia under a light microscope. A 1-mm punch biopsy (up to 1 cm in length) centered on the myenteric plexus was taken and placed into a Kapton® tube for mounting in the subsequent investigation. X-ray phase-contrast tomography was performed using two custom-designed laboratory setups with micrometer resolution for overview scanning. Subsequently, selected regions of interest were scanned at a synchrotron-based end-station, and high-resolution slices were reported. In total, more than 6000 virtual slices were analyzed from nine samples.
RESULTS In the overview scans, the general architecture and quality of the samples were studied, and the myenteric plexus was localized. High-resolution scans revealed details, including the ganglia, interganglional nerve fascicles, and surrounding tissue. The ganglia were irregular in shape and contained neurons and glial cells. Spindle-shaped cells with very thin cellular projections could be observed on the surface of the ganglia, which appeared to build a network. In the patients, there were no alterations in the general architecture of the myenteric ganglia. Nevertheless, several pathological changes were observed, including vacuolar degeneration, autophagic activity, the appearance of sequestosomes, chromatolysis, and apoptosis. Furthermore, possible expulsion of pyknotic neurons and defects in the covering cellular network could be observed in serial slices. These changes partly corresponded to previous light microscopy findings.
CONCLUSION The analysis of serial virtual slices could provide new information that cannot be obtained by classical light microscopy. The advantages, disadvantages, and future possibilities of this method are also discussed.
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Affiliation(s)
- Bela Veress
- Department of Pathology, Skåne Universiity Hospital, Malmö 205 02, Sweden
| | - Niccolò Peruzzi
- Medical Radiation Physics, Department of Clinical Sciences, Lund University, Lund 221 00, Sweden
| | - Marina Eckermann
- Institute for X-Ray Physics, University of Göttingen, Göttingen 37077, Germany
- Cluster of Excellence “Multiscale Bioimaging: from Molecular Machines to Networks of Excitable Cells” (MBExC), University of Göttingen, Göttingen 37077, Germany
- ESRF, The European Synchrotron, Grenoble 38043, France
| | - Jasper Frohn
- Institute for X-Ray Physics, University of Göttingen, Göttingen 37077, Germany
| | - Tim Salditt
- Institute for X-Ray Physics, University of Göttingen, Göttingen 37077, Germany
- Cluster of Excellence “Multiscale Bioimaging: from Molecular Machines to Networks of Excitable Cells” (MBExC), University of Göttingen, Göttingen 37077, Germany
| | - Martin Bech
- Medical Radiation Physics, Department of Clinical Sciences, Lund University, Lund 221 00, Sweden
| | - Bodil Ohlsson
- Department of Internal Medicine, Skåne University Hospital, Lund University, Malmö S-205 02, Sweden
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Chourrout M, Rositi H, Ong E, Hubert V, Paccalet A, Foucault L, Autret A, Fayard B, Olivier C, Bolbos R, Peyrin F, Crola-da-Silva C, Meyronet D, Raineteau O, Elleaume H, Brun E, Chauveau F, Wiart M. Brain virtual histology with X-ray phase-contrast tomography Part I: whole-brain myelin mapping in white-matter injury models. BIOMEDICAL OPTICS EXPRESS 2022; 13:1620-1639. [PMID: 35415001 PMCID: PMC8973191 DOI: 10.1364/boe.438832] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 10/08/2021] [Accepted: 11/02/2021] [Indexed: 06/14/2023]
Abstract
White-matter injury leads to severe functional loss in many neurological diseases. Myelin staining on histological samples is the most common technique to investigate white-matter fibers. However, tissue processing and sectioning may affect the reliability of 3D volumetric assessments. The purpose of this study was to propose an approach that enables myelin fibers to be mapped in the whole rodent brain with microscopic resolution and without the need for strenuous staining. With this aim, we coupled in-line (propagation-based) X-ray phase-contrast tomography (XPCT) to ethanol-induced brain sample dehydration. We here provide the proof-of-concept that this approach enhances myelinated axons in rodent and human brain tissue. In addition, we demonstrated that white-matter injuries could be detected and quantified with this approach, using three animal models: ischemic stroke, premature birth and multiple sclerosis. Furthermore, in analogy to diffusion tensor imaging (DTI), we retrieved fiber directions and DTI-like diffusion metrics from our XPCT data to quantitatively characterize white-matter microstructure. Finally, we showed that this non-destructive approach was compatible with subsequent complementary brain sample analysis by conventional histology. In-line XPCT might thus become a novel gold-standard for investigating white-matter injury in the intact brain. This is Part I of a series of two articles reporting the value of in-line XPCT for virtual histology of the brain; Part II shows how in-line XPCT enables the whole-brain 3D morphometric analysis of amyloid- β (A β ) plaques.
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Affiliation(s)
- Matthieu Chourrout
- Univ-Lyon, Lyon Neuroscience
Research Center, CNRS UMR5292, Inserm U1028,
Université Claude Bernard Lyon 1, Lyon, France
- Co-first authors
| | - Hugo Rositi
- Univ-Clermont Auvergne; CNRS;
SIGMA Clermont; Institut Pascal,
Clermont-Ferrand, France
- Co-first authors
| | - Elodie Ong
- Univ-Lyon, CarMeN
laboratory, Inserm U1060, INRA U1397, Université
Claude Bernard Lyon 1, INSA Lyon, Charles Mérieux Medical
School, F-69600, Oullins, France
- Univ-Lyon, Hospices Civils de
Lyon, Lyon, France
| | - Violaine Hubert
- Univ-Lyon, CarMeN
laboratory, Inserm U1060, INRA U1397, Université
Claude Bernard Lyon 1, INSA Lyon, Charles Mérieux Medical
School, F-69600, Oullins, France
| | - Alexandre Paccalet
- Univ-Lyon, CarMeN
laboratory, Inserm U1060, INRA U1397, Université
Claude Bernard Lyon 1, INSA Lyon, Charles Mérieux Medical
School, F-69600, Oullins, France
| | - Louis Foucault
- Univ-Lyon, Université
Claude Bernard Lyon 1, Inserm, Stem Cell and Brain
Research Institute U1208, 69500 Bron, France
| | | | | | - Cécile Olivier
- Univ-Lyon, INSA-Lyon,
Université Claude Bernard Lyon 1,
CNRS, Inserm, CREATIS UMR5220, U1206, F-69621, France
| | | | - Françoise Peyrin
- Univ-Lyon, INSA-Lyon,
Université Claude Bernard Lyon 1,
CNRS, Inserm, CREATIS UMR5220, U1206, F-69621, France
| | - Claire Crola-da-Silva
- Univ-Lyon, CarMeN
laboratory, Inserm U1060, INRA U1397, Université
Claude Bernard Lyon 1, INSA Lyon, Charles Mérieux Medical
School, F-69600, Oullins, France
| | | | - Olivier Raineteau
- Univ-Lyon, Université
Claude Bernard Lyon 1, Inserm, Stem Cell and Brain
Research Institute U1208, 69500 Bron, France
| | - Héléne Elleaume
- Université Grenoble
Alpes, Inserm UA7 Strobe, Grenoble, France
| | - Emmanuel Brun
- Université Grenoble
Alpes, Inserm UA7 Strobe, Grenoble, France
| | - Fabien Chauveau
- Univ-Lyon, Lyon Neuroscience
Research Center, CNRS UMR5292, Inserm U1028,
Université Claude Bernard Lyon 1, Lyon, France
- CNRS, Lyon,
France
- Co-last authors
| | - Marlene Wiart
- Univ-Lyon, CarMeN
laboratory, Inserm U1060, INRA U1397, Université
Claude Bernard Lyon 1, INSA Lyon, Charles Mérieux Medical
School, F-69600, Oullins, France
- CNRS, Lyon,
France
- Co-last authors
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Wang S, Varray F, Liu W, Clarysse P, Magnin IE. Measurement of local orientation of cardiomyocyte aggregates in human left ventricle free wall samples using X-ray phase-contrast microtomography. Med Image Anal 2021; 75:102269. [PMID: 34775279 DOI: 10.1016/j.media.2021.102269] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Revised: 10/10/2021] [Accepted: 10/12/2021] [Indexed: 12/27/2022]
Abstract
Most cardiomyocytes in the left ventricle wall are grouped in aggregates of four to five units that are quasi-parallel to each other. When one or more "cardiomyocyte aggregates" are delimited by two cleavage planes, this defines a "sheetlet" that can be considered as a "work unit" that contributes to the thickening of the wall during the cardiac cycle. In this paper, we introduce the skeleton method to measure the local three-dimensional (3D) orientation of cardiomyocyte aggregates in the sheetlets in three steps: data segmentation; extraction of the skeleton of the sheetlets; and calculation of the local orientation of the cardiomyocyte aggregates inside the sheetlets. These data include a series of virtual tissue volumes and five transmural human left ventricle free wall samples, imaged with 3D synchrotron radiation phase-contrast microtomography, and reconstructed with a 3.5×3.5×3.5μm3 voxel size. We computed the local orientation of the cardiomyocyte aggregates inside the sheetlets with a working window of 112×112×112μm3 in size. These data demonstrate that the skeleton method can provide accurate 3D measurements and reliable screening of the 3D evolution of the orientation of cardiomyocyte aggregates within the sheetlets. We showed that in regions that contain one population of quasi-parallel sheetlets, the orientation of the cardiomyocyte aggregates undergo "oscillations" along the perpendicular direction of the sheetlets. In regions that contain two populations of sheetlets with a different angular range, we demonstrate some discontinuity of the helix angle of the cardiomyocyte aggregates at the interface between the two populations.
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Affiliation(s)
- Shunli Wang
- School of Instrumentation Science and Engineering, Harbin Institute of Technology (HIT), Harbin 150001, China; Univ Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, CNRS, Inserm, CREATIS UMR 5220, U1294, F-69621, Lyon, France.
| | - François Varray
- Univ Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, CNRS, Inserm, CREATIS UMR 5220, U1294, F-69621, Lyon, France.
| | - Wanyu Liu
- Sino European School of Technology, Shanghai University, Shanghai 200444, China.
| | - Patrick Clarysse
- Univ Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, CNRS, Inserm, CREATIS UMR 5220, U1294, F-69621, Lyon, France.
| | - Isabelle E Magnin
- Univ Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, CNRS, Inserm, CREATIS UMR 5220, U1294, F-69621, Lyon, France.
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10
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Leyssens L, Pestiaux C, Kerckhofs G. A Review of Ex Vivo X-ray Microfocus Computed Tomography-Based Characterization of the Cardiovascular System. Int J Mol Sci 2021; 22:3263. [PMID: 33806852 PMCID: PMC8004599 DOI: 10.3390/ijms22063263] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Revised: 03/17/2021] [Accepted: 03/18/2021] [Indexed: 12/27/2022] Open
Abstract
Cardiovascular malformations and diseases are common but complex and often not yet fully understood. To better understand the effects of structural and microstructural changes of the heart and the vasculature on their proper functioning, a detailed characterization of the microstructure is crucial. In vivo imaging approaches are noninvasive and allow visualizing the heart and the vasculature in 3D. However, their spatial image resolution is often too limited for microstructural analyses, and hence, ex vivo imaging is preferred for this purpose. Ex vivo X-ray microfocus computed tomography (microCT) is a rapidly emerging high-resolution 3D structural imaging technique often used for the assessment of calcified tissues. Contrast-enhanced microCT (CE-CT) or phase-contrast microCT (PC-CT) improve this technique by additionally allowing the distinction of different low X-ray-absorbing soft tissues. In this review, we present the strengths of ex vivo microCT, CE-CT and PC-CT for quantitative 3D imaging of the structure and/or microstructure of the heart, the vasculature and their substructures in healthy and diseased state. We also discuss their current limitations, mainly with regard to the contrasting methods and the tissue preparation.
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Affiliation(s)
- Lisa Leyssens
- Institute of Mechanics, Materials, and Civil Engineering, Université Catholique de Louvain, 1348 Louvain-la-Neuve, Belgium; (L.L.); (C.P.)
- Institute of Experimental and Clinical Research, Université Catholique de Louvain, 1200 Woluwe-Saint-Lambert, Belgium
| | - Camille Pestiaux
- Institute of Mechanics, Materials, and Civil Engineering, Université Catholique de Louvain, 1348 Louvain-la-Neuve, Belgium; (L.L.); (C.P.)
- Institute of Experimental and Clinical Research, Université Catholique de Louvain, 1200 Woluwe-Saint-Lambert, Belgium
| | - Greet Kerckhofs
- Institute of Mechanics, Materials, and Civil Engineering, Université Catholique de Louvain, 1348 Louvain-la-Neuve, Belgium; (L.L.); (C.P.)
- Institute of Experimental and Clinical Research, Université Catholique de Louvain, 1200 Woluwe-Saint-Lambert, Belgium
- Department of Materials Engineering, Katholieke Universiteit Leuven, 3001 Leuven, Belgium
- Prometheus, Division of Skeletal Tissue Engineering, Katholieke Universiteit Leuven, 3000 Leuven, Belgium
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11
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Park JY, Kim Y, Lee S, Lim J. Zernike phase-contrast full-field transmission X-ray nanotomography for 400 micrometre-sized samples. JOURNAL OF SYNCHROTRON RADIATION 2020; 27:1696-1702. [PMID: 33147196 DOI: 10.1107/s160057752001245x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Accepted: 09/10/2020] [Indexed: 06/11/2023]
Abstract
Full-field X-ray nanotomography based on a Fresnel zone plate offers a promising and intuitive approach to acquire high-quality phase-contrast images with a spatial resolution of tens of nanometres, and is applicable to both synchrotron radiation and laboratory sources. However, its small field of view (FOV) of tens of micrometres provides limited volume information, which primarily limits its application fields. This work proposes a method for expanding the FOV as the diameter of the objective zone plate, which provides a 400 µm FOV at below 500 nm resolution with Zernike phase contrast. General applications of large-volume nanotomography are demonstrated in integrated circuit microchips and Artemia cysts. This method can be useful for imaging/analyzing industrial and biological samples where bulk properties are important or the sample is difficult to section.
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Affiliation(s)
- Jae Yeon Park
- Pohang Light Source-II, Pohang Accelerator Laboratory, Jigokro 127, Pohang 36763, South Korea
| | - Yeseul Kim
- Soft Matter Physics Laboratory, Sungkyunkwan University, Suwon 16419, Republic of Korea
| | - Sangsul Lee
- Pohang Light Source-II, Pohang Accelerator Laboratory, Jigokro 127, Pohang 36763, South Korea
| | - Jun Lim
- Pohang Light Source-II, Pohang Accelerator Laboratory, Jigokro 127, Pohang 36763, South Korea
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12
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Dierks H, Wallentin J. Experimental optimization of X-ray propagation-based phase contrast imaging geometry. OPTICS EXPRESS 2020; 28:29562-29575. [PMID: 33114854 DOI: 10.1364/oe.399819] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Accepted: 08/31/2020] [Indexed: 06/11/2023]
Abstract
Propagation-based phase contrast imaging (PB-PCI) with an X-ray lab source is a powerful technique to study low absorption samples, e.g. soft tissue or plastics, on the micrometer scale but is often limited by the low flux and coherence of the source. The setup geometry is essential for the performance since there is a trade-off where a short source distance yields a high contrast-to-noise ratio (CNR) but a low relative fringe contrast. While theoretical optimization strategies based on Fresnel propagation have been reported, there is a need for experimental testing of these models. Here, we systematically investigate this trade-off experimentally using two different setups with high-resolution detectors: a custom-built system with a Cu X-ray source and a commercial system (Zeiss Xradia) with a W source. The fringe contrast, CNR and fringe separation for a low-absorption test sample were measured for 130 different combinations of magnification and overall distances. We find that these figures-of-merit are sensitive to the magnification and that an optimum can be found that is independent of the overall source-detector distance. In general, we find that the theoretical models show excellent agreement with the measurements. However, this requires the complicated X-ray spectrum to be considered, in particular for the broadband W source.
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