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      Comparative hard x-ray tomography for virtual histology of zebrafish larva, human tooth cementum, and porcine nerve

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          Abstract.

          Purpose

          Synchrotron radiation-based tomography yields microanatomical features in human and animal tissues without physical slicing. Recent advances in instrumentation have made laboratory-based phase tomography feasible. We compared the performance of three cutting-edge laboratory systems benchmarked by synchrotron radiation-based tomography for three specimens. As an additional criterion, the user-friendliness of the three microtomography systems was considered.

          Approach

          The three tomography systems—SkyScan 2214 (Bruker-microCT, Kontich, Belgium), Exciscope prototype (Stockholm, Sweden), and Xradia 620 Versa (Zeiss, Oberkochen, Germany)—were given 36 h to measure three medically relevant specimens, namely, zebrafish larva, archaeological human tooth, and porcine nerve. The obtained datasets were registered to the benchmark synchrotron radiation-based tomography from the same specimens and selected ones to the SkyScan 1275 and phoenix nanotom m ® laboratory systems to characterize development over the last decade.

          Results

          Next-generation laboratory-based microtomography almost reached the quality achieved by synchrotron-radiation facilities with respect to spatial and density resolution, as indicated by the visualization of the medically relevant microanatomical features. The SkyScan 2214 system and the Exciscope prototype demonstrated the complementarity of phase information by imaging the eyes of the zebrafish larva. The 3 - μ m thin annual layers in the tooth cementum were identified using Xradia 620 Versa.

          Conclusions

          SkyScan 2214 was the simplest system and was well-suited to visualizing the wealth of anatomical features in the zebrafish larva. Data from the Exciscope prototype with the high photon flux from the liquid metal source showed the spiral nature of the myelin sheaths in the porcine nerve. Xradia 620 Versa, with detector optics as typically installed for synchrotron tomography beamlines, enabled the three-dimensional visualization of the zebrafish larva with comparable quality to the synchrotron data and the annual layers in the tooth cementum.

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          Most cited references76

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          User-guided 3D active contour segmentation of anatomical structures: significantly improved efficiency and reliability.

          Active contour segmentation and its robust implementation using level set methods are well-established theoretical approaches that have been studied thoroughly in the image analysis literature. Despite the existence of these powerful segmentation methods, the needs of clinical research continue to be fulfilled, to a large extent, using slice-by-slice manual tracing. To bridge the gap between methodological advances and clinical routine, we developed an open source application called ITK-SNAP, which is intended to make level set segmentation easily accessible to a wide range of users, including those with little or no mathematical expertise. This paper describes the methods and software engineering philosophy behind this new tool and provides the results of validation experiments performed in the context of an ongoing child autism neuroimaging study. The validation establishes SNAP intrarater and interrater reliability and overlap error statistics for the caudate nucleus and finds that SNAP is a highly reliable and efficient alternative to manual tracing. Analogous results for lateral ventricle segmentation are provided.
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            The zebrafish reference genome sequence and its relationship to the human genome.

            Zebrafish have become a popular organism for the study of vertebrate gene function. The virtually transparent embryos of this species, and the ability to accelerate genetic studies by gene knockdown or overexpression, have led to the widespread use of zebrafish in the detailed investigation of vertebrate gene function and increasingly, the study of human genetic disease. However, for effective modelling of human genetic disease it is important to understand the extent to which zebrafish genes and gene structures are related to orthologous human genes. To examine this, we generated a high-quality sequence assembly of the zebrafish genome, made up of an overlapping set of completely sequenced large-insert clones that were ordered and oriented using a high-resolution high-density meiotic map. Detailed automatic and manual annotation provides evidence of more than 26,000 protein-coding genes, the largest gene set of any vertebrate so far sequenced. Comparison to the human reference genome shows that approximately 70% of human genes have at least one obvious zebrafish orthologue. In addition, the high quality of this genome assembly provides a clearer understanding of key genomic features such as a unique repeat content, a scarcity of pseudogenes, an enrichment of zebrafish-specific genes on chromosome 4 and chromosomal regions that influence sex determination.
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              elastix: a toolbox for intensity-based medical image registration.

              Medical image registration is an important task in medical image processing. It refers to the process of aligning data sets, possibly from different modalities (e.g., magnetic resonance and computed tomography), different time points (e.g., follow-up scans), and/or different subjects (in case of population studies). A large number of methods for image registration are described in the literature. Unfortunately, there is not one method that works for all applications. We have therefore developed elastix, a publicly available computer program for intensity-based medical image registration. The software consists of a collection of algorithms that are commonly used to solve medical image registration problems. The modular design of elastix allows the user to quickly configure, test, and compare different registration methods for a specific application. The command-line interface enables automated processing of large numbers of data sets, by means of scripting. The usage of elastix for comparing different registration methods is illustrated with three example experiments, in which individual components of the registration method are varied.
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                Author and article information

                Contributors
                Journal
                J Med Imaging (Bellingham)
                J Med Imaging (Bellingham)
                JMIOBU
                JMI
                Journal of Medical Imaging
                Society of Photo-Optical Instrumentation Engineers
                2329-4302
                2329-4310
                31 March 2022
                May 2022
                31 March 2023
                : 9
                : 3
                : 031507
                Affiliations
                [a ]University of Basel , Biomaterials Science Center, Department of Biomedical Engineering, Allschwil, Switzerland
                [b ]University of Basel , Biomaterials Science Center, Department of Clinical Research, Basel, Switzerland
                [c ]University of Basel , Core Facility Micro- and Nanotomography, Department of Biomedical Engineering, Allschwil, Switzerland
                [d ]Carl Zeiss Microscopy GmbH , Oberkochen, Germany
                [e ]Gloor Instruments AG , Kloten, Switzerland
                [f ]Bruker Micro-CT , Kontich, Belgium
                [g ]Exciscope AB , Kista, Sweden
                [h ]Synchrotron SOLEIL , Gif-sur-Yvette, France
                [i ]Paul Scherrer Institut , Swiss Light Source, Villigen, Switzerland
                [j ]University of Basel , Pharmaceutical Technology, Department of Pharmaceutical Sciences, Basel, Switzerland
                [k ]Natural History Museum of Basel , Anthropological Collection, Basel, Switzerland
                [l ]University of Basel , Integrative Prehistory and Archaeological Science, Basel, Switzerland
                [m ]University of Geneva , Department of Surgery, Geneva, Switzerland
                [n ]University Hospital Basel , Department of Plastic, Reconstructive, Aesthetic and Hand Surgery, Basel, Switzerland
                Author notes
                [* ]Address all correspondence to Bert Müller, bert.mueller@ 123456unibas.ch
                Author information
                https://orcid.org/0000-0003-0814-8467
                https://orcid.org/0000-0001-6541-2629
                https://orcid.org/0000-0002-3601-5509
                https://orcid.org/0000-0002-5085-0180
                https://orcid.org/0000-0002-0374-0472
                https://orcid.org/0000-0002-0485-2708
                https://orcid.org/0000-0003-1748-5676
                https://orcid.org/0000-0003-4078-9109
                Article
                JMI-21289SSR 21289SSR
                10.1117/1.JMI.9.3.031507
                8968075
                35372637
                9795e568-0a63-4123-88c3-94d7bd2f789e
                © 2022 The Authors

                Published by SPIE under a Creative Commons Attribution 4.0 International License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI.

                History
                : 4 November 2021
                : 8 March 2022
                Page count
                Figures: 6, Tables: 4, References: 77, Pages: 26
                Funding
                Funded by: Swiss National Science Foundation for its financial support within the project Micro- and Nanotomography
                Award ID: 133802
                Funded by: Paul Scherrer Institut, Villigen, Switzerland, for the provision of synchrotron radiation beamtime at the TOMCAT beamline X02DA of the Swiss Light Source, and the Synchrotron SOLEIL for the provision of synchrotron radiation beamtime at the ANATOMIX beamline within the frame of proposal
                Award ID: 20200712
                Funded by: ANATOMIX is an Equipment of Excellence funded by the Investments for the Future program of the French National Research Agency, project NanoimagesX
                Award ID: ANR-11-EQPX-0031
                Categories
                Special Section on Hard X-Ray Tomography with Micrometer Resolution
                Paper
                Custom metadata
                Migga et al.: Comparative hard x-ray tomography for virtual histology of zebrafish larva…

                phase-contrast tomography,image registration,x-ray microscopy,phase retrieval,tooth cementum,porcine nerve,zebrafish larvae,spatial and density resolution

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