31 results on '"Weinhardt, V."'
Search Results
2. Physical properties and biocompatibility of UHMWPE-derived materials modified by synchrotron radiation
- Author
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Bykova, Iu., Weinhardt, V., Kashkarova, A., Lebedev, S., Baumbach, T., Pichugin, V., Zaitsev, K., and Khlusov, I.
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- 2014
- Full Text
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3. Effect of low-temperature plasma treatment of electrospun polycaprolactone fibrous scaffolds on calcium carbonate mineralisation
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Ivanova, A.A., Syromotina, D.S., Shkarina, S.N., Shkarin, R., Cecilia, A., Weinhardt, V., Baumbach, T., Saveleva, M.S., Gorin, D.A., Douglas, T.E.L., Parakhonskiy, B.V., Skirtach, A.G., Cools, P., Geyter, N. De, Morent, R., Oehr, Christian, Surmeneva, M.A., Surmenev, Roman A., and Publica
- Abstract
This article reports on a study of the mineralisation behaviour of CaCO3 deposited on electrospun poly(e-caprolactone) (PCL) scaffolds preliminarily treated with low-temperature plasma. This work was aimed at developing an approach that improves the wettability and permeability of PCL scaffolds in order to obtain a superior composite coated with highly porous CaCO3, which is a prerequisite for biomedical scaffolds used for drug delivery. Since PCL is a synthetic polymer that lacks functional groups, plasma processing of PCL scaffolds in O2, NH3, and Ar atmospheres enables introduction of highly reactive chemical groups, which influence the interaction between organic and inorganic phases and govern the nucleation, crystal growth, particle morphology, and phase composition of the CaCO3 coating. Our studies showed that the plasma treatment induced the formation of O- and N-containing polar functional groups on the scaffold surface, which caused an increase in the PCL surface hydrophilicity. Mineralisation of the PCL scaffolds was performed by inducing precipitation of CaCO3 particles on the surface of polymer fibres from a mixture of CaCl2- and Na2CO3-saturated solutions. The presence of highly porous vaterite and nonporous calcite crystal phases in the obtained coating was established. Our findings confirmed that preferential growth of the vaterite phase occurred in the O2-plasma-treated PCL scaffold and that the coating formed on this scaffold was smoother and more homogenous than those formed on the untreated PCL scaffold and the Ar- and NH3-plasma-treated PCL scaffolds. A more detailed three-dimensional assessment of the penetration depth of CaCO3 into the PCL scaffold was performed by high-resolution micro-computed tomography. The assessment revealed that O2-plasma treatment of the PCL scaffold caused CaCO3 to nucleate and precipitate much deeper inside the porous structure. From our findings, we conclude that O2-plasma treatment is preferable for PCL scaffold surface modification from the viewpoint of use of the PCL/CaCO3 composite as a drug delivery platform for tissue engineering.
- Published
- 2018
4. A protocol for full-rotation soft X-ray tomography of single cells
- Author
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Jian-Hua Chen, Bieke Vanslembrouck, Valentina Loconte, Axel Ekman, Mirko Cortese, Ralf Bartenschlager, Gerry McDermott, Carolyn A. Larabell, Mark A. Le Gros, Venera Weinhardt, Chen, J. -H., Vanslembrouck, B., Loconte, V., Ekman, A., Cortese, M., Bartenschlager, R., Mcdermott, G., Larabell, C. A., Le Gros, M. A., and Weinhardt, V.
- Subjects
Microscopy ,Science (General) ,soft X-ray ,cryo-tomography ,cells ,tomography ,organelles ,linear absorption coefficient ,segmentation ,synchrotron ,General Immunology and Microbiology ,Rotation ,Tomography, X-Ray ,General Neuroscience ,Single Cell ,Cell Biology ,General Biochemistry, Genetics and Molecular Biology ,Imaging ,Q1-390 ,Imaging, Three-Dimensional ,Three-Dimensional ,X-Ray ,Tomography ,Synchrotrons - Abstract
Summary: The protocol describes step-by-step sample preparation, data acquisition, and segmentation of cellular organelles with soft X-ray tomography. It is designed for microscopes built to perform full-rotation data acquisition on specimens in cylindrical sample holders, such as the XM-2 microscope at the Advanced Light Source, LBNL; however, it might be generalized for similar sample holder designs for both synchrotron and table-top microscopes.For complete details on the use and execution of this profile, please refer to Loconte et al. (2021).
- Published
- 2022
5. Using soft X-ray tomography for rapid whole-cell quantitative imaging of SARS-CoV-2-infected cells
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Venera Weinhardt, Valentina Loconte, Jian-Hua Chen, Carolyn A. Larabell, Axel Ekman, Mirko Cortese, Mark A. Le Gros, Ralf Bartenschlager, Loconte, V., Chen, J. -H., Cortese, M., Ekman, A., Le Gros, M. A., Larabell, C., Bartenschlager, R., and Weinhardt, V.
- Subjects
viral replication organelles ,Quantitative imaging ,organelle ,Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) ,viruses ,soft X-ray ,cryo-tomography ,SARS-CoV-2 ,cells ,tomography ,organelles ,synchrotron ,Bioengineering ,Biology ,Biochemistry, Genetics and Molecular Biology (miscellaneous) ,Biochemistry ,Article ,Vaccine Related ,03 medical and health sciences ,0302 clinical medicine ,Biodefense ,Organelle ,Genetics ,2.1 Biological and endogenous factors ,Radiology, Nuclear Medicine and imaging ,Aetiology ,Lung ,030304 developmental biology ,0303 health sciences ,Soft x ray ,Prevention ,Pneumonia ,cell ,3. Good health ,Computer Science Applications ,Cell biology ,Infectious Diseases ,Emerging Infectious Diseases ,030220 oncology & carcinogenesis ,Ultrastructure ,Pneumonia & Influenza ,Biomedical Imaging ,Tomography ,Whole cell ,Infection ,Intracellular ,Biotechnology - Abstract
High-resolution and rapid imaging of host cell ultrastructure can generate insights towards viral disease mechanism, for example for a severe acute respiratory 2 syndrome coronavirus-2 (SARS-CoV-2) infection. Here, we employ full-rotation soft X-ray tomography (SXT) to examine organelle remodeling induced by SARS-CoV-2 at the whole cell level with high spatial resolution and throughput. Most of the current SXT systems suffer from a restricted field of view due to use of flat sample supports and artifacts due to missing data. In this approach using cylindrical sample holders, a full-rotation tomogram of human lung epithelial cells is performed in less than 10 minutes. We demonstrate the potential of SXT imaging by visualizing aggregates of SARS-CoV-2 virions and virus-induced intracellular alterations. This rapid whole cell imaging approach allows us to visualize the spatiotemporal changes of cellular organelles upon viral infection in a quantitative manner., Graphical Abstract, High resolution, rapid imaging techniques are needed to analyze 3D cell architecture for understanding viral disease mechanisms. Here, Loconte et al. use soft X-ray tomography to rapidly image SARS-CoV-2 infected whole cells, opening avenues to analyze virus-cell interactions and efficacy of antiviral drugs in statistically significant numbers.
- Published
- 2021
6. Automated 3D cytoplasm segmentation in soft X-ray tomography.
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Erozan A, Lösel PD, Heuveline V, and Weinhardt V
- Abstract
Cells' structure is key to understanding cellular function, diagnostics, and therapy development. Soft X-ray tomography (SXT) is a unique tool to image cellular structure without fixation or labeling at high spatial resolution and throughput. Fast acquisition times increase demand for accelerated image analysis, like segmentation. Currently, segmenting cellular structures is done manually and is a major bottleneck in the SXT data analysis. This paper introduces ACSeg, an automated 3D cytoplasm segmentation model. ACSeg is generated using semi-automated labels and 3D U-Net and is trained on 43 SXT tomograms of immune T cells, rapidly converging to high-accuracy segmentation, therefore reducing time and labor. Furthermore, adding only 6 SXT tomograms of other cell types diversifies the model, showing potential for optimal experimental design. ACSeg successfully segmented unseen tomograms and is published on Biomedisa, enabling high-throughput analysis of cell volume and structure of cytoplasm in diverse cell types., Competing Interests: The authors declare no competing interests., (© 2024 The Author(s).)
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- 2024
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7. Progression of herpesvirus infection remodels mitochondrial organization and metabolism.
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Leclerc S, Gupta A, Ruokolainen V, Chen JH, Kunnas K, Ekman AA, Niskanen H, Belevich I, Vihinen H, Turkki P, Perez-Berna AJ, Kapishnikov S, Mäntylä E, Harkiolaki M, Dufour E, Hytönen V, Pereiro E, McEnroe T, Fahy K, Kaikkonen MU, Jokitalo E, Larabell CA, Weinhardt V, Mattola S, Aho V, and Vihinen-Ranta M
- Subjects
- Humans, Animals, Herpesviridae Infections metabolism, Herpesviridae Infections virology, Herpesviridae Infections pathology, Disease Progression, Chlorocebus aethiops, Mitochondria metabolism, Herpesvirus 1, Human physiology, Herpesvirus 1, Human metabolism, Herpes Simplex metabolism, Herpes Simplex virology, Herpes Simplex pathology
- Abstract
Viruses target mitochondria to promote their replication, and infection-induced stress during the progression of infection leads to the regulation of antiviral defenses and mitochondrial metabolism which are opposed by counteracting viral factors. The precise structural and functional changes that underlie how mitochondria react to the infection remain largely unclear. Here we show extensive transcriptional remodeling of protein-encoding host genes involved in the respiratory chain, apoptosis, and structural organization of mitochondria as herpes simplex virus type 1 lytic infection proceeds from early to late stages of infection. High-resolution microscopy and interaction analyses unveiled infection-induced emergence of rough, thin, and elongated mitochondria relocalized to the perinuclear area, a significant increase in the number and clustering of endoplasmic reticulum-mitochondria contact sites, and thickening and shortening of mitochondrial cristae. Finally, metabolic analyses demonstrated that reactivation of ATP production is accompanied by increased mitochondrial Ca2+ content and proton leakage as the infection proceeds. Overall, the significant structural and functional changes in the mitochondria triggered by the viral invasion are tightly connected to the progression of the virus infection., Competing Interests: The authors have declared that no competing interests exist., (Copyright: © 2024 Leclerc et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)
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- 2024
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8. Visualisation of gene expression within the context of tissues using an X-ray computed tomography-based multimodal approach.
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Kairišs K, Sokolova N, Zilova L, Schlagheck C, Reinhardt R, Baumbach T, Faragó T, van de Kamp T, Wittbrodt J, and Weinhardt V
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- In Situ Hybridization, Fluorescence, Microscopy, Fluorescence, Gene Expression, Tomography, X-Ray Computed, Antibodies
- Abstract
The development of an organism is orchestrated by the spatial and temporal expression of genes. Accurate visualisation of gene expression patterns in the context of the surrounding tissues offers a glimpse into the mechanisms that drive morphogenesis. We developed correlative light-sheet fluorescence microscopy and X-ray computed tomography approach to map gene expression patterns to the whole organism`s 3D anatomy. We show that this multimodal approach is applicable to gene expression visualized by protein-specific antibodies and fluorescence RNA in situ hybridisation offering a detailed understanding of individual phenotypic variations in model organisms. Furthermore, the approach offers a unique possibility to identify tissues together with their 3D cellular and molecular composition in anatomically less-defined in vitro models, such as organoids. We anticipate that the visual and quantitative insights into the 3D distribution of gene expression within tissue architecture, by multimodal approach developed here, will be equally valuable for reference atlases of model organisms development, as well as for comprehensive screens, and morphogenesis studies of in vitro models., (© 2024. The Author(s).)
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- 2024
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9. Dehydration as alternative sample preparation for soft X-ray tomography.
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Chatzimpinou A, Funaya C, Rogers D, O'Connor S, Kapishnikov S, Sheridan P, Fahy K, and Weinhardt V
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- Animals, Mice, Fibroblasts, Tomography, X-Ray methods, Microscopy, Dehydration, Imaging, Three-Dimensional methods
- Abstract
Soft X-ray tomography (SXT) is an imaging technique to visualise whole cells without fixation, staining, and sectioning. For SXT imaging, cells are cryopreserved and imaged at cryogenic conditions. Such 'near-to-native' state imaging is in high demand and initiated the development of the laboratory table-top SXT microscope. As many laboratories do not have access to cryogenic equipment, we asked ourselves whether SXT imaging is feasible on dry specimens. This paper shows how the dehydration of cells can be used as an alternative sample preparation to obtain ultrastructure information. We compare different dehydration processes on mouse embryonic fibroblasts in terms of ultrastructural preservation and shrinkage. Based on this analysis, we chose critical point (CPD) dried cells for SXT imaging. In comparison to cryopreserved and air-dried cells, CPD dehydrated cells show high structural integrity although with about 3-7 times higher X-ray absorption for cellular organelles. As the difference in X-ray absorption values between organelles is preserved, 3D anatomy of CPD-dried cells can be segmented and analysed, demonstrating the applicability of CPD-dried sample preparation for SXT imaging. LAY DESCRIPTION: Soft X-ray tomography (SXT) is an imaging technique that allows to see the internal structures of cells without the need for special treatments like fixation or staining. Typically, SXT imaging involves freezing and imaging cells at very low temperatures. However, since many labs lack the necessary equipment, we explored whether SXT imaging could be done on dry samples instead. We compared different dehydration methods and found that critical point drying (CPD) was the most promising for SXT imaging. CPD-dried cells showed high structural integrity, although they absorbed more X-rays than hydrated cells, demonstrating that CPD-dried sample preparation is a viable alternative for SXT imaging., (© 2023 The Authors. Journal of Microscopy published by John Wiley & Sons Ltd on behalf of Royal Microscopical Society.)
- Published
- 2023
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10. A comprehensive method to study the DNA's association with lamin and chromatin compaction in intact cell nuclei at super resolution.
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Chapman KB, Filipsky F, Peschke N, Gelléri M, Weinhardt V, Braun A, Hausmann M, and Cremer C
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- Lamins genetics, Lamins metabolism, DNA chemistry, Microscopy, Fluorescence methods, Chromatin, Cell Nucleus metabolism
- Abstract
Super-resolution fluorescence microscopy has revolutionized multicolor imaging of nuclear structures due to the combination of high labeling specificity and high resolution. Here we expanded the recently developed fBALM (DNA structure fluctuation-assisted binding activated localization microscopy) method by developing a stable methodological sequence that enables dual-color imaging of high-resolution genomic DNA together with an immunofluorescently labeled intranuclear protein. Our measurements of the nuclear periphery, imaging DNA and LaminB1 in biologically relevant samples, show that this novel dual-color imaging method is feasible for further quantitative evaluations. We were able to study the relative spatial signal organization between DNA and LaminB1 by means of highly specific colocalization measurements at nanometer resolution. Measurements were performed with and without the antifade embedding medium ProLong Gold, which proved to be essential for imaging of LaminB1, but not for imaging of SytoxOrange labeled DNA. The localization precision was used to differentiate between localizations with higher and lower amounts of emitting photons. We interpret high intensity localizations to be renatured DNA sections in which a high amount of Sytox Orange molecules were bound. This could give insight into the denaturation kinetics of DNA during fBALM. These results were further complemented by measurements of γH2AX and H3K9me3 signal organization to demonstrate differences within the chromatin landscape, which were quantified with image processing methods such as Voronoi segmentation.
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- 2023
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11. Soft X-ray Tomography Reveals HSV-1-Induced Remodeling of Human B Cells.
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Chen JH, Vanslembrouck B, Ekman A, Aho V, Larabell CA, Le Gros MA, Vihinen-Ranta M, and Weinhardt V
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- Humans, Tomography, X-Ray methods, Capsid, Herpesvirus 1, Human chemistry
- Abstract
Upon infection, viruses hijack the cell machinery and remodel host cell structures to utilize them for viral proliferation. Since viruses are about a thousand times smaller than their host cells, imaging virus-host interactions at high spatial resolution is like looking for a needle in a haystack. Scouting gross cellular changes with fluorescent microscopy is only possible for well-established viruses, where fluorescent tagging is developed. Soft X-ray tomography (SXT) offers 3D imaging of entire cells without the need for chemical fixation or labeling. Here, we use full-rotation SXT to visualize entire human B cells infected by the herpes simplex virus 1 (HSV-1). We have mapped the temporospatial remodeling of cells during the infection and observed changes in cellular structures, such as the presence of cytoplasmic stress granules and multivesicular structures, formation of nuclear virus-induced dense bodies, and aggregates of capsids. Our results demonstrate the power of SXT imaging for scouting virus-induced changes in infected cells and understanding the orchestration of virus-host remodeling quantitatively.
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- 2022
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12. A protocol for full-rotation soft X-ray tomography of single cells.
- Author
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Chen JH, Vanslembrouck B, Loconte V, Ekman A, Cortese M, Bartenschlager R, McDermott G, Larabell CA, Le Gros MA, and Weinhardt V
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- Microscopy methods, Rotation, Synchrotrons, Imaging, Three-Dimensional methods, Tomography, X-Ray methods
- Abstract
The protocol describes step-by-step sample preparation, data acquisition, and segmentation of cellular organelles with soft X-ray tomography. It is designed for microscopes built to perform full-rotation data acquisition on specimens in cylindrical sample holders, such as the XM-2 microscope at the Advanced Light Source, LBNL; however, it might be generalized for similar sample holder designs for both synchrotron and table-top microscopes. For complete details on the use and execution of this profile, please refer to Loconte et al. (2021)., Competing Interests: The authors declare no competing interests, (© 2022 The Author(s).)
- Published
- 2022
- Full Text
- View/download PDF
13. Using soft X-ray tomography for rapid whole-cell quantitative imaging of SARS-CoV-2-infected cells.
- Author
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Loconte V, Chen JH, Cortese M, Ekman A, Le Gros MA, Larabell C, Bartenschlager R, and Weinhardt V
- Subjects
- Humans, Epithelial Cells, Imaging, Three-Dimensional methods, Tomography, X-Ray methods, SARS-CoV-2, COVID-19 diagnostic imaging
- Abstract
High-resolution and rapid imaging of host cell ultrastructure can generate insights toward viral disease mechanism, for example for a severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) infection. Here, we employ full-rotation soft X-ray tomography (SXT) to examine organelle remodeling induced by SARS-CoV-2 at the whole-cell level with high spatial resolution and throughput. Most of the current SXT systems suffer from a restricted field of view due to use of flat sample supports and artifacts due to missing data. In this approach using cylindrical sample holders, a full-rotation tomogram of human lung epithelial cells is performed in less than 10 min. We demonstrate the potential of SXT imaging by visualizing aggregates of SARS-CoV-2 virions and virus-induced intracellular alterations. This rapid whole-cell imaging approach allows us to visualize the spatiotemporal changes of cellular organelles upon viral infection in a quantitative manner., Competing Interests: The authors declare no competing interests., (© 2021 The Authors.)
- Published
- 2021
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14. Fish primary embryonic pluripotent cells assemble into retinal tissue mirroring in vivo early eye development.
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Zilova L, Weinhardt V, Tavhelidse T, Schlagheck C, Thumberger T, and Wittbrodt J
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- Animals, Cell Differentiation, Embryonic Stem Cells metabolism, Humans, Morphogenesis, Organoids metabolism, Oryzias, Pluripotent Stem Cells physiology, Retina growth & development, Retina metabolism, Zebrafish, Embryonic Stem Cells cytology, Organogenesis, Organoids cytology, Retina cytology
- Abstract
Organoids derived from pluripotent stem cells promise the solution to current challenges in basic and biomedical research. Mammalian organoids are however limited by long developmental time, variable success, and lack of direct comparison to an in vivo reference. To overcome these limitations and address species-specific cellular organization, we derived organoids from rapidly developing teleosts. We demonstrate how primary embryonic pluripotent cells from medaka and zebrafish efficiently assemble into anterior neural structures, particularly retina. Within 4 days, blastula-stage cell aggregates reproducibly execute key steps of eye development: retinal specification, morphogenesis, and differentiation. The number of aggregated cells and genetic factors crucially impacted upon the concomitant morphological changes that were intriguingly reflecting the in vivo situation. High efficiency and rapid development of fish-derived organoids in combination with advanced genome editing techniques immediately allow addressing aspects of development and disease, and systematic probing of impact of the physical environment on morphogenesis and differentiation., Competing Interests: LZ, VW, TT, CS, TT, JW No competing interests declared, (© 2021, Zilova et al.)
- Published
- 2021
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15. GPU-accelerated ray-casting for 3D fiber orientation analysis.
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Shkarin R, Shkarina S, Weinhardt V, Surmenev RA, Surmeneva MA, Shkarin A, Baumbach T, and Mikut R
- Subjects
- Algorithms, Computer Systems, Imaging, Three-Dimensional methods, Materials Science methods, Molecular Conformation
- Abstract
Orientation analysis of fibers is widely applied in the fields of medical, material and life sciences. The orientation information allows predicting properties and behavior of materials to validate and guide a fabrication process of materials with controlled fiber orientation. Meanwhile, development of detector systems for high-resolution non-invasive 3D imaging techniques led to a significant increase in the amount of generated data per a sample up to dozens of gigabytes. Though plenty of 3D orientation estimation algorithms were developed in recent years, neither of them can process large datasets in a reasonable amount of time. This fact complicates the further analysis and makes impossible fast feedback to adjust fabrication parameters. In this work, we present a new method for quantifying the 3D orientation of fibers. The GPU implementation of the proposed method surpasses another popular method for 3D orientation analysis regarding accuracy and speed. The validation of both methods was performed on a synthetic dataset with varying parameters of fibers. Moreover, the proposed method was applied to perform orientation analysis of scaffolds with different fibrous micro-architecture studied with the synchrotron μCT imaging setup. Each acquired dataset of size 600x600x450 voxels was analyzed in less 2 minutes using standard PC equipped with a single GPU., Competing Interests: The authors have declared that no competing interests exist.
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- 2020
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16. Switchable resolution in soft x-ray tomography of single cells.
- Author
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Weinhardt V, Chen JH, Ekman AA, Guo J, Remesh SG, Hammel M, McDermott G, Chao W, Oh S, Le Gros MA, and Larabell CA
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- B-Lymphocytes cytology, Equipment Design, Escherichia coli cytology, Humans, Schizosaccharomyces cytology, Single-Cell Analysis instrumentation, Imaging, Three-Dimensional methods, Single-Cell Analysis methods, Tomography, X-Ray instrumentation, Tomography, X-Ray methods
- Abstract
The diversity of living cells, in both size and internal complexity, calls for imaging methods with adaptable spatial resolution. Soft x-ray tomography (SXT) is a three-dimensional imaging technique ideally suited to visualizing and quantifying the internal organization of single cells of varying sizes in a near-native state. The achievable resolution of the soft x-ray microscope is largely determined by the objective lens, but switching between objectives is extremely time-consuming and typically undertaken only during microscope maintenance procedures. Since the resolution of the optic is inversely proportional to the depth of focus, an optic capable of imaging the thickest cells is routinely selected. This unnecessarily limits the achievable resolution in smaller cells and eliminates the ability to obtain high-resolution images of regions of interest in larger cells. Here, we describe developments to overcome this shortfall and allow selection of microscope optics best suited to the specimen characteristics and data requirements. We demonstrate that switchable objective capability advances the flexibility of SXT to enable imaging cells ranging in size from bacteria to yeast and mammalian cells without physically modifying the microscope, and we demonstrate the use of this technology to image the same specimen with both optics., Competing Interests: The authors have declared that no competing interests exist.
- Published
- 2020
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17. Quantitative Microscopy Reveals Stepwise Alteration of Chromatin Structure during Herpesvirus Infection.
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Aho V, Mäntylä E, Ekman A, Hakanen S, Mattola S, Chen JH, Weinhardt V, Ruokolainen V, Sodeik B, Larabell C, and Vihinen-Ranta M
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- Animals, Cell Line, Cell Nucleus ultrastructure, Cell Nucleus virology, Chlorocebus aethiops, Chromatin ultrastructure, Humans, Microscopy, Electron, Microscopy, Fluorescence, Tomography, X-Ray, Vero Cells, Virus Replication, Chromatin virology, Herpesviridae Infections pathology, Herpesvirus 1, Human physiology, Herpesvirus 1, Human ultrastructure, Virus Release
- Abstract
During lytic herpes simplex virus 1 (HSV-1) infection, the expansion of the viral replication compartments leads to an enrichment of the host chromatin in the peripheral nucleoplasm. We have shown previously that HSV-1 infection induces the formation of channels through the compacted peripheral chromatin. Here, we used three-dimensional confocal and expansion microscopy, soft X-ray tomography, electron microscopy, and random walk simulations to analyze the kinetics of host chromatin redistribution and capsid localization relative to their egress site at the nuclear envelope. Our data demonstrated a gradual increase in chromatin marginalization, and the kinetics of chromatin smoothening around the viral replication compartments correlated with their expansion. We also observed a gradual transfer of capsids to the nuclear envelope. Later in the infection, random walk modeling indicated a gradually faster transport of capsids to the nuclear envelope that correlated with an increase in the interchromatin channels in the nuclear periphery. Our study reveals a stepwise and time-dependent mechanism of herpesvirus nuclear egress, in which progeny viral capsids approach the egress sites at the nuclear envelope via interchromatin spaces., Competing Interests: The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.
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- 2019
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18. Imaging cell morphology and physiology using X-rays.
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Weinhardt V, Chen JH, Ekman A, McDermott G, Le Gros MA, and Larabell C
- Subjects
- Humans, Microscopy, Electron, Microscopy, Fluorescence methods, Multimodal Imaging methods, Tomography, X-Ray methods
- Abstract
Morphometric measurements, such as quantifying cell shape, characterizing sub-cellular organization, and probing cell-cell interactions, are fundamental in cell biology and clinical medicine. Until quite recently, the main source of morphometric data on cells has been light- and electron-based microscope images. However, many technological advances have propelled X-ray microscopy into becoming another source of high-quality morphometric information. Here, we review the status of X-ray microscopy as a quantitative biological imaging modality. We also describe the combination of X-ray microscopy data with information from other modalities to generate polychromatic views of biological systems. For example, the amalgamation of molecular localization data, from fluorescence microscopy or spectromicroscopy, with structural information from X-ray tomography. This combination of data from the same specimen generates a more complete picture of the system than that can be obtained by a single microscopy method. Such multimodal combinations greatly enhance our understanding of biology by combining physiological and morphological data to create models that more accurately reflect the complexities of life., (© 2019 The Author(s). Published by Portland Press Limited on behalf of the Biochemical Society.)
- Published
- 2019
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19. Spontaneous driving forces give rise to protein-RNA condensates with coexisting phases and complex material properties.
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Boeynaems S, Holehouse AS, Weinhardt V, Kovacs D, Van Lindt J, Larabell C, Van Den Bosch L, Das R, Tompa PS, Pappu RV, and Gitler AD
- Subjects
- Computational Biology, Molecular Dynamics Simulation, Organelles chemistry, Organelles metabolism, Intrinsically Disordered Proteins chemistry, Intrinsically Disordered Proteins metabolism, Intrinsically Disordered Proteins physiology, Phase Transition, RNA chemistry, RNA metabolism, RNA physiology
- Abstract
Phase separation of multivalent protein and RNA molecules underlies the biogenesis of biomolecular condensates such as membraneless organelles. In vivo, these condensates encompass hundreds of distinct types of molecules that typically organize into multilayered structures supporting the differential partitioning of molecules into distinct regions with distinct material properties. The interplay between driven (active) versus spontaneous (passive) processes that are required for enabling the formation of condensates with coexisting layers of distinct material properties remains unclear. Here, we deploy systematic experiments and simulations based on coarse-grained models to show that the collective interactions among the simplest, biologically relevant proteins and archetypal RNA molecules are sufficient for driving the spontaneous emergence of multilayered condensates with distinct material properties. These studies yield a set of rules regarding homotypic and heterotypic interactions that are likely to be relevant for understanding the interplay between active and passive processes that control the formation of functional biomolecular condensates., Competing Interests: Conflict of interest statement: R.V.P. is a member of the scientific advisory board of Dewpoint Therapeutics., (Copyright © 2019 the Author(s). Published by PNAS.)
- Published
- 2019
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20. Quanfima: An open source Python package for automated fiber analysis of biomaterials.
- Author
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Shkarin R, Shkarin A, Shkarina S, Cecilia A, Surmenev RA, Surmeneva MA, Weinhardt V, Baumbach T, and Mikut R
- Subjects
- Automation, Cells, Cultured, Humans, Models, Biological, Polyesters chemistry, Biocompatible Materials chemistry, Bone Regeneration, Pancreas cytology, Software, Tissue Engineering methods, Tissue Scaffolds
- Abstract
Hybrid 3D scaffolds composed of different biomaterials with fibrous structure or enriched with different inclusions (i.e., nano- and microparticles) have already demonstrated their positive effect on cell integration and regeneration. The analysis of fibers in hybrid biomaterials, especially in a 3D space is often difficult due to their various diameters (from micro to nanoscale) and compositions. Though biomaterials processing workflows are implemented, there are no software tools for fiber analysis that can be easily integrated into such workflows. Due to the demand for reproducible science with Jupyter notebooks and the broad use of the Python programming language, we have developed the new Python package quanfima offering a complete analysis of hybrid biomaterials, that include the determination of fiber orientation, fiber and/or particle diameter and porosity. Here, we evaluate the provided tensor-based approach on a range of generated datasets under various noise conditions. Also, we show its application to the X-ray tomography datasets of polycaprolactone fibrous scaffolds pure and containing silicate-substituted hydroxyapatite microparticles, hydrogels enriched with bioglass contained strontium and alpha-tricalcium phosphate microparticles for bone tissue engineering and porous cryogel 3D scaffold for pancreatic cell culturing. The results obtained with the help of the developed package demonstrated high accuracy and performance of orientation, fibers and microparticles diameter and porosity analysis., Competing Interests: The authors have declared that no competing interests exist.
- Published
- 2019
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21. Author Correction: 3D biodegradable scaffolds of polycaprolactone with silicate-containing hydroxyapatite microparticles for bone tissue engineering: high-resolution tomography and in vitro study.
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Shkarina S, Shkarin R, Weinhardt V, Melnik E, Vacun G, Kluger PJ, Loza K, Epple M, Ivlev SI, Baumbach T, Surmeneva MA, and Surmenev RA
- Abstract
A correction to this article has been published and is linked from the HTML and PDF versions of this paper. The error has been fixed in the paper.
- Published
- 2018
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22. Effect of low-temperature plasma treatment of electrospun polycaprolactone fibrous scaffolds on calcium carbonate mineralisation.
- Author
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Ivanova AA, Syromotina DS, Shkarina SN, Shkarin R, Cecilia A, Weinhardt V, Baumbach T, Saveleva MS, Gorin DA, Douglas TEL, Parakhonskiy BV, Skirtach AG, Cools P, De Geyter N, Morent R, Oehr C, Surmeneva MA, and Surmenev RA
- Abstract
This article reports on a study of the mineralisation behaviour of CaCO
3 deposited on electrospun poly(ε-caprolactone) (PCL) scaffolds preliminarily treated with low-temperature plasma. This work was aimed at developing an approach that improves the wettability and permeability of PCL scaffolds in order to obtain a superior composite coated with highly porous CaCO3 , which is a prerequisite for biomedical scaffolds used for drug delivery. Since PCL is a synthetic polymer that lacks functional groups, plasma processing of PCL scaffolds in O2 , NH3 , and Ar atmospheres enables introduction of highly reactive chemical groups, which influence the interaction between organic and inorganic phases and govern the nucleation, crystal growth, particle morphology, and phase composition of the CaCO3 coating. Our studies showed that the plasma treatment induced the formation of O- and N-containing polar functional groups on the scaffold surface, which caused an increase in the PCL surface hydrophilicity. Mineralisation of the PCL scaffolds was performed by inducing precipitation of CaCO3 particles on the surface of polymer fibres from a mixture of CaCl2 - and Na2 CO3 -saturated solutions. The presence of highly porous vaterite and nonporous calcite crystal phases in the obtained coating was established. Our findings confirmed that preferential growth of the vaterite phase occurred in the O2 -plasma-treated PCL scaffold and that the coating formed on this scaffold was smoother and more homogenous than those formed on the untreated PCL scaffold and the Ar- and NH3 -plasma-treated PCL scaffolds. A more detailed three-dimensional assessment of the penetration depth of CaCO3 into the PCL scaffold was performed by high-resolution micro-computed tomography. The assessment revealed that O2 -plasma treatment of the PCL scaffold caused CaCO3 to nucleate and precipitate much deeper inside the porous structure. From our findings, we conclude that O2 -plasma treatment is preferable for PCL scaffold surface modification from the viewpoint of use of the PCL/CaCO3 composite as a drug delivery platform for tissue engineering., Competing Interests: There are no conflicts to declare., (This journal is © The Royal Society of Chemistry.)- Published
- 2018
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23. Quantitative morphometric analysis of adult teleost fish by X-ray computed tomography.
- Author
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Weinhardt V, Shkarin R, Wernet T, Wittbrodt J, Baumbach T, and Loosli F
- Subjects
- Anatomy, Comparative, Animals, Atlases as Topic, Female, Imaging, Three-Dimensional veterinary, Models, Anatomic, Radiographic Image Interpretation, Computer-Assisted, Species Specificity, Imaging, Three-Dimensional methods, Oryzias anatomy & histology, X-Ray Microtomography veterinary
- Abstract
Vertebrate models provide indispensable paradigms to study development and disease. Their analysis requires a quantitative morphometric study of the body, organs and tissues. This is often impeded by pigmentation and sample size. X-ray micro-computed tomography (micro-CT) allows high-resolution volumetric tissue analysis, largely independent of sample size and transparency to visual light. Importantly, micro-CT data are inherently quantitative. We report a complete pipeline of high-throughput 3D data acquisition and image analysis, including tissue preparation and contrast enhancement for micro-CT imaging down to cellular resolution, automated data processing and organ or tissue segmentation that is applicable to comparative 3D morphometrics of small vertebrates. Applied to medaka fish, we first create an annotated anatomical atlas of the entire body, including inner organs as a quantitative morphological description of an adult individual. This atlas serves as a reference model for comparative studies. Using isogenic medaka strains we show that comparative 3D morphometrics of individuals permits identification of quantitative strain-specific traits. Thus, our pipeline enables high resolution morphological analysis as a basis for genotype-phenotype association studies of complex genetic traits in vertebrates.
- Published
- 2018
- Full Text
- View/download PDF
24. PSF correction in soft X-ray tomography.
- Author
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Ekman A, Weinhardt V, Chen JH, McDermott G, Le Gros MA, and Larabell C
- Subjects
- Algorithms, Tomography, X-Ray methods, Image Processing, Computer-Assisted methods, Imaging, Three-Dimensional methods
- Abstract
In this article, we introduce a linear approximation of the forward model of soft X-ray tomography, such that the reconstruction is solvable by standard iterative schemes. This linear model takes into account the three-dimensional point spread function (PSF) of the optical system, which consequently enhances the reconstruction of data. The feasibility of the model is demonstrated on both simulated and experimental data, based on theoretically estimated and experimentally measured PSFs., (Copyright © 2018 Elsevier Inc. All rights reserved.)
- Published
- 2018
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25. 3D biodegradable scaffolds of polycaprolactone with silicate-containing hydroxyapatite microparticles for bone tissue engineering: high-resolution tomography and in vitro study.
- Author
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Shkarina S, Shkarin R, Weinhardt V, Melnik E, Vacun G, Kluger PJ, Loza K, Epple M, Ivlev SI, Baumbach T, Surmeneva MA, and Surmenev RA
- Subjects
- Cell Survival drug effects, Cells, Cultured, Chemical Phenomena, Durapatite chemistry, Humans, Mesenchymal Stem Cells, Microscopy, Electron, Scanning, Polyesters chemistry, Silicates chemistry, Spectrometry, X-Ray Emission, Spectroscopy, Fourier Transform Infrared, X-Ray Diffraction, X-Ray Microtomography, Biodegradable Plastics chemical synthesis, Bone and Bones chemistry, Tissue Engineering methods, Tissue Scaffolds chemistry
- Abstract
To date, special interest has been paid to composite scaffolds based on polymers enriched with hydroxyapatite (HA). However, the role of HA containing different trace elements such as silicate in the structure of a polymer scaffold has not yet been fully explored. Here, we report the potential use of silicate-containing hydroxyapatite (SiHA) microparticles and microparticle aggregates in the predominant range from 2.23 to 12.40 µm in combination with polycaprolactone (PCL) as a hybrid scaffold with randomly oriented and well-aligned microfibers for regeneration of bone tissue. Chemical and mechanical properties of the developed 3D scaffolds were investigated with XRD, FTIR, EDX and tensile testing. Furthermore, the internal structure and surface morphology of the scaffolds were analyzed using synchrotron X-ray µCT and SEM. Upon culturing human mesenchymal stem cells (hMSC) on PCL-SiHA scaffolds, we found that both SiHA inclusion and microfiber orientation affected cell adhesion. The best hMSCs viability was revealed at 10 day for the PCL-SiHA scaffolds with well-aligned structure (~82%). It is expected that novel hybrid scaffolds of PCL will improve tissue ingrowth in vivo due to hydrophilic SiHA microparticles in combination with randomly oriented and well-aligned PCL microfibers, which mimic the structure of extracellular matrix of bone tissue.
- Published
- 2018
- Full Text
- View/download PDF
26. Novel injectable gellan gum hydrogel composites incorporating Zn- and Sr-enriched bioactive glass microparticles: High-resolution X-ray microcomputed tomography, antibacterial and in vitro testing.
- Author
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Douglas TEL, Dziadek M, Gorodzha S, Lišková J, Brackman G, Vanhoorne V, Vervaet C, Balcaen L, Del Rosario Florez Garcia M, Boccaccini AR, Weinhardt V, Baumbach T, Vanhaecke F, Coenye T, Bačáková L, Surmeneva MA, Surmenev RA, Cholewa-Kowalska K, and Skirtach AG
- Subjects
- Cell Line, Tumor, Glass, Humans, Injections, Ions, Methicillin-Resistant Staphylococcus aureus drug effects, Microbial Sensitivity Tests, Spectroscopy, Fourier Transform Infrared, Anti-Bacterial Agents pharmacology, Ceramics pharmacology, Hydrogels pharmacology, Polysaccharides, Bacterial pharmacology, Strontium chemistry, X-Ray Microtomography, Zinc chemistry
- Abstract
Mineralization of hydrogel biomaterials is desirable to improve their suitability as materials for bone regeneration. In this study, gellan gum (GG) hydrogels were formed by simple mixing of GG solution with bioactive glass microparticles of 45S5 composition, leading to hydrogel formation by ion release from the amorphous bioactive glass microparticles. This resulted in novel injectable, self-gelling composites of GG hydrogels containing 20% bioactive glass. Gelation occurred within 20 min. Composites containing the standard 45S5 bioactive glass preparation were markedly less stiff. X-ray microcomputed tomography proved to be a highly sensitive technique capable of detecting microparticles of diameter approximately 8 μm, that is, individual microparticles, and accurately visualizing the size distribution of bioactive glass microparticles and their aggregates, and their distribution in GG hydrogels. The widely used melt-derived 45S5 preparation served as a standard and was compared with a calcium-rich, sol-gel derived preparation (A2), as well as A2 enriched with zinc (A2Zn5) and strontium (A2Sr5). A2, A2Zn, and A2Sr bioactive glass particles were more homogeneously dispersed in GG hydrogels than 45S5. Composites containing all four bioactive glass preparations exhibited antibacterial activity against methicillin-resistant Staphylococcus aureus. Composites containing A2Zn5 and A2Sr5 bioactive glasses supported the adhesion and growth of osteoblast-like cells and were considerably more cytocompatible than 45S5. All composites underwent mineralization with calcium-deficient hydroxyapatite upon incubation in simulated body fluid. The extent of mineralization appeared to be greatest for composites containing A2Zn5 and 45S5. The results underline the importance of the choice of bioactive glass when preparing injectable, self-gelling composites., (Copyright © 2018 John Wiley & Sons, Ltd.)
- Published
- 2018
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27. Novel self-gelling injectable hydrogel/alpha-tricalcium phosphate composites for bone regeneration: Physiochemical and microcomputer tomographical characterization.
- Author
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Douglas TEL, Schietse J, Zima A, Gorodzha S, Parakhonskiy BV, KhaleNkow D, Shkarin R, Ivanova A, Baumbach T, Weinhardt V, Stevens CV, Vanhoorne V, Vervaet C, Balcaen L, Vanhaecke F, Slośarczyk A, Surmeneva MA, Surmenev RA, and Skirtach AG
- Subjects
- Minerals chemistry, Particle Size, Tomography, X-Ray Computed, Bone Regeneration physiology, Calcium Phosphates chemistry, Chemical Phenomena, Hydrogels chemistry, Injections, Microcomputers, Tomography
- Abstract
Mineralized hydrogels are increasingly gaining attention as biomaterials for bone regeneration. The most common mineralization strategy has been addition of preformed inorganic particles during hydrogel formation. This maintains injectability. One common form of bone cement is formed by mixing particles of the highly reactive calcium phosphate alpha-tricalcium phosphate (α-TCP) with water to form hydroxyapatite (HA). The calcium ions released during this reaction can be exploited to crosslink anionic, calcium-binding polymers such as the polysaccharide gellan gum (GG) to induce hydrogel formation. In this study, three different amounts of α-TCP particles were added to GG polymer solution to generate novel, injectable hydrogel-inorganic composites. Distribution of the inorganic phase in the hydrogel was studied by high resolution microcomputer tomography (µCT). Gelation occurred within 30 min. α-TCP converted to HA. µCT revealed inhomogeneous distribution of the inorganic phase in the composites. These results demonstrate the potential of the composites as alternatives to traditional α-TCP bone cement and pave the way for incorporation of biologically active substances and in vitro and in vivo testing. © 2017 Wiley Periodicals, Inc. J Biomed Mater Res Part A: 106A: 822-828, 2018., (© 2017 Wiley Periodicals, Inc.)
- Published
- 2018
- Full Text
- View/download PDF
28. Identification, visualization and clonal analysis of intestinal stem cells in fish.
- Author
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Aghaallaei N, Gruhl F, Schaefer CQ, Wernet T, Weinhardt V, Centanin L, Loosli F, Baumbach T, and Wittbrodt J
- Subjects
- Animals, Fishes, Gastrointestinal Tract cytology, Gastrointestinal Tract metabolism, Intestinal Mucosa cytology, Intestinal Mucosa metabolism, Oryzias metabolism, Phylogeny, Stem Cell Niche physiology, Stem Cells metabolism, X-Ray Microtomography, Intestines cytology, Stem Cells cytology
- Abstract
Recently, a stochastic model of symmetrical stem cell division followed by neutral drift has been proposed for intestinal stem cells (ISCs), which has been suggested to represent the predominant mode of stem cell progression in mammals. In contrast, stem cells in the retina of teleost fish show an asymmetric division mode. To address whether the mode of stem cell division follows phylogenetic or ontogenetic routes, we analysed the entire gastrointestinal tract of the teleost medaka (Oryzias latipes). X-ray microcomputed tomography shows a correlation of 3D topography with the functional domains. Analysis of ISCs in proliferation assays and via genetically encoded lineage tracing highlights a stem cell niche in the furrow between the long intestinal folds that is functionally equivalent to mammalian intestinal crypts. Stem cells in this compartment are characterized by the expression of homologs of mammalian ISC markers - sox9, axin2 and lgr5 - emphasizing the evolutionary conservation of the Wnt pathway components in the stem cell niche of the intestine. The stochastic, sparse initial labelling of ISCs ultimately resulted in extended labelled or unlabelled domains originating from single stem cells in the furrow niche, contributing to both homeostasis and growth. Thus, different modes of stem cell division co-evolved within one organism, and in the absence of physical isolation in crypts, ISCs contribute to homeostatic growth., Competing Interests: The authors declare no competing or financial interests., (© 2016. Published by The Company of Biologists Ltd.)
- Published
- 2016
- Full Text
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29. High-resolution synchrotron X-ray analysis of bioglass-enriched hydrogels.
- Author
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Gorodzha S, Douglas TE, Samal SK, Detsch R, Cholewa-Kowalska K, Braeckmans K, Boccaccini AR, Skirtach AG, Weinhardt V, Baumbach T, Surmeneva MA, and Surmenev RA
- Subjects
- Animals, Cell Adhesion, Cells, Cultured, Materials Testing, Particle Size, Rats, Rats, Inbred Lew, Synchrotrons, X-Rays, Biocompatible Materials chemistry, Ceramics chemistry, Hydrogels chemistry, Mesenchymal Stem Cells cytology, Polysaccharides, Bacterial chemistry
- Abstract
Enrichment of hydrogels with inorganic particles improves their suitability for bone regeneration by enhancing their mechanical properties, mineralizability, and bioactivity as well as adhesion, proliferation, and differentiation of bone-forming cells, while maintaining injectability. Low aggregation and homogeneous distribution maximize particle surface area, promoting mineralization, cell-particle interactions, and homogenous tissue regeneration. Hence, determination of the size and distribution of particles/particle agglomerates in the hydrogel is desirable. Commonly used techniques have drawbacks. High-resolution techniques (e.g., SEM) require drying. Distribution in the dry state is not representative of the wet state. Techniques in the wet state (histology, µCT) are of lower resolution. Here, self-gelling, injectable composites of Gellan Gum (GG) hydrogel and two different types of sol-gel-derived bioactive glass (bioglass) particles were analyzed in the wet state using Synchrotron X-ray radiation, enabling high-resolution determination of particle size and spatial distribution. The lower detection limit volume was 9 × 10(-5) mm(3) . Bioglass particle suspensions were also studied using zeta potential measurements and Coulter analysis. Aggregation of bioglass particles in the GG hydrogels occurred and aggregate distribution was inhomogeneous. Bioglass promoted attachment of rat mesenchymal stem cells (rMSC) and mineralization., (© 2016 Wiley Periodicals, Inc.)
- Published
- 2016
- Full Text
- View/download PDF
30. Gauging low-dose X-ray phase-contrast imaging at a single and large propagation distance.
- Author
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Hofmann R, Schober A, Hahn S, Moosmann J, Kashef J, Hertel M, Weinhardt V, Hänschke D, Helfen L, Sánchez Salazar IA, Guigay JP, Xiao X, and Baumbach T
- Abstract
The interactions of a beam of hard and spatio-temporally coherent X-rays with a soft-matter sample primarily induce a transverse distribution of exit phase variations δϕ (retardations or advancements in pieces of the wave front exiting the object compared to the incoming wave front) whose free-space propagation over a distance z gives rise to intensity contrast gz. For single-distance image detection and |δϕ| ≪ 1 all-order-in-z phase-intensity contrast transfer is linear in δϕ. Here we show that ideal coherence implies a decay of the (shot-)noise-to-signal ratio in gz and of the associated phase noise as z(-1/2) and z(-1), respectively. Limits on X-ray dose thus favor large values of z. We discuss how a phase-scaling symmetry, exact in the limit δϕ → 0 and dynamically unbroken up to |δϕ| ∼ 1, suggests a filtering of gz in Fourier space, preserving non-iterative quasi-linear phase retrieval for phase variations up to order unity if induced by multi-scale objects inducing phase variations δϕ of a broad spatial frequency spectrum. Such an approach continues to be applicable under an assumed phase-attenuation duality. Using synchrotron radiation, ex and in vivo microtomography on frog embryos exemplifies improved resolution compared to a conventional single-distance phase-retrieval algorithm.
- Published
- 2016
- Full Text
- View/download PDF
31. Time-lapse X-ray phase-contrast microtomography for in vivo imaging and analysis of morphogenesis.
- Author
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Moosmann J, Ershov A, Weinhardt V, Baumbach T, Prasad MS, LaBonne C, Xiao X, Kashef J, and Hofmann R
- Subjects
- Animals, Gastrula physiology, Imaging, Three-Dimensional, Gastrula ultrastructure, Gastrulation physiology, Microscopy, Phase-Contrast methods, Time-Lapse Imaging methods, X-Ray Microtomography methods, Xenopus laevis embryology
- Abstract
X-ray phase-contrast microtomography (XPCμT) is a label-free, high-resolution imaging modality for analyzing early development of vertebrate embryos in vivo by using time-lapse sequences of 3D volumes. Here we provide a detailed protocol for applying this technique to study gastrulation in Xenopus laevis (African clawed frog) embryos. In contrast to μMRI, XPCμT images optically opaque embryos with subminute temporal and micrometer-range spatial resolution. We describe sample preparation, culture and suspension of embryos, tomographic imaging with a typical duration of 2 h (gastrulation and neurulation stages), intricacies of image pre-processing, phase retrieval, tomographic reconstruction, segmentation and motion analysis. Moreover, we briefly discuss our present understanding of X-ray dose effects (heat load and radiolysis), and we outline how to optimize the experimental configuration with respect to X-ray energy, photon flux density, sample-detector distance, exposure time per tomographic projection, numbers of projections and time-lapse intervals. The protocol requires an interdisciplinary effort of developmental biologists for sample preparation and data interpretation, X-ray physicists for planning and performing the experiment and applied mathematicians/computer scientists/physicists for data processing and analysis. Sample preparation requires 9-48 h, depending on the stage of development to be studied. Data acquisition takes 2-3 h per tomographic time-lapse sequence. Data processing and analysis requires a further 2 weeks, depending on the availability of computing power and the amount of detail required to address a given scientific problem.
- Published
- 2014
- Full Text
- View/download PDF
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