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Paul A, Nguyen C, Hasan T, Mallidi S. Reduction of photobleaching effects in photoacoustic imaging using noise agnostic, platform-flexible deep-learning methods. JOURNAL OF BIOMEDICAL OPTICS 2025; 30:S34102. [PMID: 40443946 PMCID: PMC12118878 DOI: 10.1117/1.jbo.30.s3.s34102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/16/2024] [Revised: 04/01/2025] [Accepted: 04/03/2025] [Indexed: 06/02/2025]
Abstract
Significance Molecular photoacoustic (PA) imaging with exogenous dyes faces a significant challenge due to the photobleaching of the dye that can compromise tissue visualization, particularly in 3D imaging. Addressing this limitation can revolutionize the field by enabling safer, more reliable imaging and improve real-time visualization, quantitative analysis, and clinical decision-making in various molecular PA imaging applications such as image-guided surgeries. Aim We tackle photobleaching in molecular PA imaging by introducing a platform-flexible deep learning framework that enhances SNR from single-laser pulse data, preserving contrast and signal integrity without requiring averaging of signals from multiple laser pulses. Approach The generative deep learning network was trained with an LED-illuminated PA image dataset and tested on acoustic resolution PA microscopy images obtained with single-laser pulse illumination. In vitro and ex vivo samples were first tested for demonstrating SNR improvement, and then, a 3D-scanning experiment with an ICG-filled tube was conducted to depict the usability of the technique in reducing the impact of photobleaching during PA imaging. Results Our generative deep learning model outperformed traditional nonlearning, filter-based algorithms and the U-Net deep learning network when tested with in vitro and ex vivo single pulse-illuminated images, showing superior performance in terms of signal-to-noise ratio ( 93.54 ± 6.07 , and 92.77 ± 10.74 compared with 86.35 ± 3.97 , and 84.52 ± 11.82 with U-Net for kidney, and tumor, respectively) and contrast-to-noise ratio ( 11.82 ± 4.42 , and 9.9 ± 4.41 compared with 7.59 ± 0.82 , and 6.82 ± 2.12 with U-Net for kidney, and tumor respectively). The use of cGAN with single-pulse rapid imaging has the potential to prevent photobleaching ( 9.51 ± 3.69 % with cGAN, and 35.14 ± 5.38 % with long-time laser exposure by averaging 30 pulses), enabling accurate, quantitative imaging suitable for real-time implementation, and improved clinical decision support. Conclusions We demonstrate the potential of a platform-flexible generative deep learning-based approach to mitigate the effects of photobleaching in PA imaging by enhancing signal-to-noise ratio from single pulse-illuminated data, thereby improving image quality and preserving contrast in real time.
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Affiliation(s)
- Avijit Paul
- Tufts University, Department of Biomedical Engineering, Medford, Massachusetts, United States
| | - Christopher Nguyen
- Tufts University, Department of Biomedical Engineering, Medford, Massachusetts, United States
| | - Tayyaba Hasan
- Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Srivalleesha Mallidi
- Tufts University, Department of Biomedical Engineering, Medford, Massachusetts, United States
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2
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Zhu D, Brückner D, Sosniok M, Skiba M, Feliu N, Gallego M, Liu Y, Schulz F, Falkenberg G, Parak WJ, Sanchez-Cano C. Size-dependent penetration depth of colloidal nanoparticles into cell spheroids. Adv Drug Deliv Rev 2025; 222:115593. [PMID: 40339992 DOI: 10.1016/j.addr.2025.115593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2025] [Revised: 04/18/2025] [Accepted: 04/29/2025] [Indexed: 05/10/2025]
Abstract
The penetration of nanoparticle (NP)-based drugs into tissue is essential for their use as nanomedicines. Systematic studies about how different NP properties, such as size, influence NP penetration are helpful for the development of NP-based drugs. An overview of how NPs of different sizes may penetrate three-dimensional cell spheroids is given. In particular different techniques for experimental analysis are compared, including mass spectrometry, flow cytometry, optical fluorescence microscopy, X-ray fluorescence microscopy, and transmission electron microscopy. An experimental data set is supplemented exclusively made for this review, in which the results of different techniques are visualized. Limitations of the analysis techniques for different types of NPs, including carbon-based materials, are discussed.
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Affiliation(s)
- Dingcheng Zhu
- Center for Hybrid Nanostructures, University of Hamburg 22761 Hamburg, Germany; Key Laboratory of Organosilicon Chemistry and Material Technology, Ministry of Education, Zhejiang Key Laboratory of Organosilicon Material Technology, College of Material, Chemistry and Chemical Engineering, Hangzhou Normal University, Hangzhou 311121 Zhejiang, China
| | - Dennis Brückner
- Deutsches Elektronen-Synchrotron DESY, Photon Science, 22607 Hamburg, Germany
| | - Martin Sosniok
- Center for Hybrid Nanostructures, University of Hamburg 22761 Hamburg, Germany; Zentrum für Angewandte Nanotechnologie CAN, Fraunhofer-Institut für Angewandte Polymerforschung IAP, 20146 Hamburg, Germany
| | - Marvin Skiba
- Center for Hybrid Nanostructures, University of Hamburg 22761 Hamburg, Germany
| | - Neus Feliu
- Zentrum für Angewandte Nanotechnologie CAN, Fraunhofer-Institut für Angewandte Polymerforschung IAP, 20146 Hamburg, Germany
| | - Marta Gallego
- Center for Cooperative Research in Biomaterials (CIC biomaGUNE) Basque Research and Technology Alliance (BRTA), 20014 Donostia-San Sebastián, Spain
| | - Yang Liu
- Center for Hybrid Nanostructures, University of Hamburg 22761 Hamburg, Germany
| | - Florian Schulz
- Center for Hybrid Nanostructures, University of Hamburg 22761 Hamburg, Germany
| | - Gerald Falkenberg
- Deutsches Elektronen-Synchrotron DESY, Photon Science, 22607 Hamburg, Germany.
| | - Wolfgang J Parak
- Center for Hybrid Nanostructures, University of Hamburg 22761 Hamburg, Germany.
| | - Carlos Sanchez-Cano
- Donostia International Physics Center, 20018 Donostia-San Sebastian, Spain; Ikerbasque, Basque Foundation for Science, 48013 Bilbao, Spain; Polimero eta Material Aurreratuak: Fisika, Kimika eta Teknologia, Kimika Fakultatea, Euskal Herriko Unibertsitatea UPV/EHU, 20018 Donostia-San Sebastian, Spain.
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3
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Zhang Y, Zhang Z, Li H, Xiao Y, Ying H. Recent advancements in the application of multi-elemental profiling and ionomics in cardiovascular diseases. J Trace Elem Med Biol 2025; 88:127616. [PMID: 39933207 DOI: 10.1016/j.jtemb.2025.127616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2024] [Revised: 02/03/2025] [Accepted: 02/06/2025] [Indexed: 02/13/2025]
Abstract
BACKGROUND Trace elements and minerals are crucial for human growth and health, whose imbalance is associated with a variety of diseases. Recently, multi-elemental profiling and ionomics have been rapidly developed and widely used to study the distribution, variation, and interactions of various elements in diverse physiological and pathological conditions. By utilizing high-throughput elemental analytical techniques and bioinformatics approaches, researchers can uncover the relationship between the metabolism and balance of different elements and numerous human diseases. METHODS The presented work reviews recent advances in multi-elemental and ionomic profiling of human biological samples for several major types of cardiovascular diseases. RESULTS Research indicates distinct and dynamic patterns of ion contents in these diseases. Accumulation of copper and environmental toxic metals as well as deficiencies in zinc and selenium appear to be the most significant risk factors for the majority of cardiovascular diseases, suggesting that an imbalance in these elements may play a role in the development of these illnesses. Furthermore, each type of cardiovascular disease exhibits a relatively unique distribution of ions in biofluid and hair samples from patients, potentially serving as indicators for the specific disease. CONCLUSION Multi-elemental profiling and ionomics not only enhance our understanding of the association between elemental dyshomeostasis and the development of cardiovascular diseases but also facilitate the discovery of novel diagnostic and prognostic markers for these conditions.
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Affiliation(s)
- Yan Zhang
- Shenzhen Key Laboratory of Marine Bioresources and Ecology, Brain Disease and Big Data Research Institute, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, Guangdong Province 518055, PR China; Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions, Shenzhen, Guangdong Province 518055, PR China.
| | - Zaicheng Zhang
- Shenzhen Key Laboratory of Marine Bioresources and Ecology, Brain Disease and Big Data Research Institute, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, Guangdong Province 518055, PR China
| | - Hengtao Li
- Shenzhen Key Laboratory of Marine Bioresources and Ecology, Brain Disease and Big Data Research Institute, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, Guangdong Province 518055, PR China
| | - Yao Xiao
- Shenzhen Key Laboratory of Marine Bioresources and Ecology, Brain Disease and Big Data Research Institute, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, Guangdong Province 518055, PR China
| | - Huimin Ying
- Department of Endocrinology, Hangzhou Xixi Hospital, Hangzhou Sixth People's Hospital, Hangzhou Xixi Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province 310023, PR China.
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4
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Ashe P, Tu K, Stobbs JA, Dynes JJ, Vu M, Shaterian H, Kagale S, Tanino KK, Wanasundara JPD, Vail S, Karunakaran C, Quilichini TD. Applications of synchrotron light in seed research: an array of x-ray and infrared imaging methodologies. FRONTIERS IN PLANT SCIENCE 2025; 15:1395952. [PMID: 40034948 PMCID: PMC11873090 DOI: 10.3389/fpls.2024.1395952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 12/26/2024] [Indexed: 03/05/2025]
Abstract
Synchrotron radiation (SR) provides a wide spectrum of bright light that can be tailored to test myriad research questions. SR provides avenues to illuminate structure and composition across scales, making it ideally suited to the study of plants and seeds. Here, we present an array of methodologies and the data outputs available at a light source facility. Datasets feature seed and grain from a range of crop species including Citrullus sp. (watermelon), Brassica sp. (canola), Pisum sativum (pea), and Triticum durum (wheat), to demonstrate the power of SR for advancing plant science. The application of SR micro-computed tomography (SR-µCT) imaging revealed internal seed microstructures and their three-dimensional morphologies in exquisite detail, without the need for destructive sectioning. Spectroscopy in the infrared spectrum probed sample biochemistry, detailing the spatial distribution of seed macronutrients such as lipid, protein and carbohydrate in the embryo, endosperm and seed coat. Methods using synchrotron X-rays, including X-ray absorption spectroscopy (XAS) and X-ray fluorescence (XRF) imaging revealed elemental distributions, to spatially map micronutrients in seed subcompartments and to determine their speciation. Synchrotron spectromicroscopy (SM) allowed chemical composition to be resolved at the nano-scale level. Diverse crop seed datasets showcase the range of structural and chemical insights provided by five beamlines at the Canadian Light Source, and the potential for synchrotron imaging for informing plant and agricultural research.
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Affiliation(s)
- Paula Ashe
- Aquatic and Crop Resource Development, National Research Council Canada, Saskatoon, SK, Canada
| | - Kaiyang Tu
- Canadian Light Source Inc., Saskatoon, SK, Canada
| | | | | | - Miranda Vu
- Canadian Light Source Inc., Saskatoon, SK, Canada
| | - Hamid Shaterian
- Aquatic and Crop Resource Development, National Research Council Canada, Saskatoon, SK, Canada
| | - Sateesh Kagale
- Aquatic and Crop Resource Development, National Research Council Canada, Saskatoon, SK, Canada
| | - Karen K. Tanino
- Department of Plant Sciences, College of Agriculture and Bioresources, University of Saskatchewan, Saskatoon, SK, Canada
| | | | - Sally Vail
- Agriculture and Agri-Food Canada, Saskatoon Research Centre, Saskatoon, SK, Canada
| | | | - Teagen D. Quilichini
- Aquatic and Crop Resource Development, National Research Council Canada, Saskatoon, SK, Canada
- Department of Biology, College of Arts and Science, University of Saskatchewan, Saskatoon, SK, Canada
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5
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Kelkoul I, Muñoz VP, Ortega R, Carmona A. Synchrotron-based correlative imaging of metals and proteins in neuronal cells: state of the art and future challenges in neurometallomics. Metallomics 2025; 17:mfaf003. [PMID: 39890607 DOI: 10.1093/mtomcs/mfaf003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2024] [Accepted: 01/25/2025] [Indexed: 02/03/2025]
Abstract
Metal homeostasis in the nervous system is subtly regulated and changes in metal distribution or content, either increases or decreases, are associated with neurodegeneration or cognitive impairment. Determining the localization and quantification of metals in different types of neurons is important information for understanding their role in neurobiology. Synchrotron X-ray fluorescence imaging is a powerful technique that provides very high sensitivity and high spatial resolution for imaging metals in cells. However, additional biological information is often required to correlate the subcellular localization of metals with specific proteins or organelles. The purpose of this article is to review the studies in neuroscience that correlate metal imaging by synchrotron X-ray fluorescence with protein localization by other techniques. This article highlights the diversity of correlative modalities that have been used, from fluorescence to super-resolution and infrared microscopy, and the wealth of information that has been extracted, but also discusses some current limitations. Future developments are needed, particularly for direct imaging of metals and proteins with a single instrument.
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Affiliation(s)
- Ines Kelkoul
- Université de Bordeaux, CNRS, LP2I Bordeaux, UMR 5797, Chemical Imaging and Speciation, F-33170 Gradignan, France
| | - Virginia Puente Muñoz
- Department of Neuroscience, Faculty of Medicine and Nursing, University of the Basque Country (UPV/EHU), Leioa, Spain
- Achucarro Basque Center for Neuroscience, Leioa, Spain
- Instituto Biofisika (CSIC/UPV), Leioa, Spain
| | - Richard Ortega
- Université de Bordeaux, CNRS, LP2I Bordeaux, UMR 5797, Chemical Imaging and Speciation, F-33170 Gradignan, France
| | - Asuncion Carmona
- Université de Bordeaux, CNRS, LP2I Bordeaux, UMR 5797, Chemical Imaging and Speciation, F-33170 Gradignan, France
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6
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Huang MY, Smieska LM, Tako E. Intestinal Effects of Brewers' Spent Grain Extract In Ovo ( Gallus gallus)-A Pilot Study. Animals (Basel) 2025; 15:303. [PMID: 39943073 PMCID: PMC11816252 DOI: 10.3390/ani15030303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2024] [Revised: 01/16/2025] [Accepted: 01/20/2025] [Indexed: 02/16/2025] Open
Abstract
Upcycling brewers' spent grain (BSG) into poultry feed needs to be optimized. Since broiler chickens inefficiently digest fiber, we created a water-soluble BSG extract (BSGE) to explore this fraction's potential nutritional benefits. We utilized intra-amniotic administration (in ovo) to target the gastrointestinal tract of broiler embryos. BSGE increased villus surface area and goblet cell quantity and size, implying improved duodenal development. The extract also changed cecal Escherichia coli (E. coli) and Clostridium abundances. Synchrotron X-ray fluorescence microscopy, along with zinc and iron transporter relative expression, did not reveal significant changes by BSGE. These findings highlight the potential for BSGE to be a functional feed component, underscoring the potential value of upcycling this byproduct. This pilot study supports future work exploring the impact of BSGE within feed and its effects over long-term consumption.
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Affiliation(s)
- Melissa Y. Huang
- Department of Food Science, Cornell University, Ithaca, NY 14853, USA;
| | - Louisa M. Smieska
- Cornell High Energy Synchrotron Source, Cornell University, Ithaca, NY 14853, USA;
| | - Elad Tako
- Department of Food Science, Cornell University, Ithaca, NY 14853, USA;
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7
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Roter B, Crawford AM, Jin Q, Glowacki AT, Lai B, Marin FS, Maxey E, Shi X, Culotta VC, Wildeman AS, Patel NK, O'halloran TV, Jacobsen C. Multifunctional bending magnet beamline with a capillary optic for X-ray fluorescence studies of metals in tissue sections. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.18.633695. [PMID: 39896496 PMCID: PMC11785041 DOI: 10.1101/2025.01.18.633695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2025]
Abstract
Scanning fluorescence X-ray microscopy lets one non-destructively and quantitatively map the distribution of most biologically-important metals in cells and tissues. For studies on large-scale tissues and organs, a spatial resolution of several micrometers is often sufficient; in this case, bending magnets at synchrotron light sources provide abundant X-ray flux. We describe here the use of bending magnet beamline 8-BM-B at the Advanced Photon Source (APS) with two distinct microscopy stations: a pre-existing one with Kirkpatrick-Baez (KB) mirror optics for slightly higher throughput and the ability to accommodate samples tens of centimeters across, and a new prototype station with an axially-symmetric, single-bounce, capillary optic with slightly less flux, but slightly higher fluence (which affects achievable resolution at low metal concentration) and higher spatial resolution. The KB station provides δ res = 10.5 µm spatial resolution at a per-pixel exposure time of t dwell = 100 ms and a fluence per time of 5.8× 10 7 photons /(µm 2 ·s), while the prototype capillary station provides δ res = 6.3 µm at t dwell = 50 ms and a fluence per time of 6.1× 10 7 photons (µm 2 ·s). We used image power spectral density to estimate the achieved spatial resolution δ res from individually acquired images, with δ res depending-on the optic, the fluorescence signal strength of the sample being imaged, and the method used to process raw fluorescence spectral data.
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8
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Pushie MJ, Sylvain NJ, Hou H, Pendleton N, Wang R, Zimmermann L, Pally M, Cayabyab FS, Peeling L, Kelly ME. X-ray fluorescence mapping of brain tissue reveals the profound extent of trace element dysregulation in stroke pathophysiology. Metallomics 2024; 16:mfae054. [PMID: 39547935 PMCID: PMC11631071 DOI: 10.1093/mtomcs/mfae054] [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: 06/18/2024] [Accepted: 11/13/2024] [Indexed: 11/17/2024]
Abstract
The brain is a privileged organ with regard to its trace element composition and maintains a robust barrier system to sequester this specialized environment from the rest of the body and the vascular system. Stroke is caused by loss of adequate blood flow to a region of the brain. Without adequate blood flow ischaemic changes begin almost immediately, triggering an ischaemic cascade, characterized by ion dysregulation, loss of function, oxidative damage, cellular degradation, and breakdown of the barrier that helps maintain this environment. Ion dysregulation is a hallmark of stroke pathophysiology and we observe that most elements in the brain are dysregulated after stroke. X-ray fluorescence-based detection of physiological changes in the neurometallome after stroke reveals profound ion dysregulation within the lesion and surrounding tissue. Not only are most elements significantly dysregulated after stroke, but the level of dysregulation cannot be predicted from a cell-level description of dysregulation. X-ray fluorescence imaging reveals that the stroke lesion retains <25% of essential K+ after stroke, but this element is not concomitantly elevated elsewhere in the organ. Moreover, elements like Na+, Ca2+, and Cl- are vastly elevated above levels available in normal brain tissue (>400%, >200%, and >150%, respectively). We hypothesize that weakening of the blood-brain barrier after stroke allows elements to freely diffuse down their concentration gradient so that the stroke lesion is in equilibrium with blood (and the compartments containing brain interstitial fluid and cerebrospinal fluid). The change observed for the neurometallome likely has consequences for the potential to rescue infarcted tissue, but also presents specific targets for treatment.
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Affiliation(s)
- M Jake Pushie
- Division of Neurosurgery, Department of Surgery, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada
| | - Nicole J Sylvain
- Division of Neurosurgery, Department of Surgery, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada
| | - Huishu Hou
- Division of Neurosurgery, Department of Surgery, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada
| | - Nicole Pendleton
- Division of Neurosurgery, Department of Surgery, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada
| | - Richard Wang
- College of Medicine, Department of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada
| | - Liam Zimmermann
- College of Medicine, Department of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada
| | - Maxwell Pally
- College of Arts & Science, Anatomy, Physiology and Pharmacology, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada
| | - Francisco S Cayabyab
- Division of Neurosurgery, Department of Surgery, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada
| | - Lissa Peeling
- Division of Neurosurgery, Department of Surgery, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada
| | - Michael E Kelly
- Division of Neurosurgery, Department of Surgery, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada
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9
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Ortega R, Fernández-Monreal M, Pied N, Roudeau S, Cloetens P, Carmona A. Native Cryo-Correlative Light and Synchrotron X-ray Fluorescence Imaging of Proteins and Essential Metals in Subcellular Neuronal Compartments. CHEMICAL & BIOMEDICAL IMAGING 2024; 2:744-754. [PMID: 39610464 PMCID: PMC11600181 DOI: 10.1021/cbmi.4c00038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Revised: 07/10/2024] [Accepted: 07/11/2024] [Indexed: 11/30/2024]
Abstract
Essential metals such as iron, copper, and zinc are required for a wide variety of biological processes. For example, they act as cofactors in many proteins, conferring enzymatic activity or structural stability. Interactions between metals and proteins are often difficult to characterize due to the low concentration of metals in biological tissues and the sometimes labile nature of the chemical bonds involved. To better understand the cellular functions of essential metals, we correlate protein localization, using fluorescence light microscopy (FLM), and metal distribution with synchrotron X-ray fluorescence (SXRF), a high-sensitivity and high-spatial-resolution technique for metal imaging. Both chemical imaging modalities are implemented under cryogenic conditions to preserve native cell structure and chemical element distribution. As a proof of concept, we applied cryo-FLM and cryo-SXRF correlative imaging to cultured primary hippocampal neurons. Neurons were labeled under live conditions with fluorescent F-actin and tubulin dyes, then samples were flash-frozen and observed in a frozen hydrated state. This methodology, cryo-FLM combined to cryo-SXRF, revealed the distribution of iron, copper and zinc relative to F-actin and tubulin in the growth cones, dendrites, axons, and axonal en passant boutons of developing neurons.
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Affiliation(s)
- Richard Ortega
- Université
Bordeaux, CNRS, LP2IB, Chemical Imaging and Speciation, UMR 5797, 33170 Gradignan, France
| | | | - Noémie Pied
- Université
Bordeaux, CNRS, INSERM, Bordeaux Imaging Center, BIC, 33000 Bordeaux, France
| | - Stéphane Roudeau
- Université
Bordeaux, CNRS, LP2IB, Chemical Imaging and Speciation, UMR 5797, 33170 Gradignan, France
| | | | - Asuncion Carmona
- Université
Bordeaux, CNRS, LP2IB, Chemical Imaging and Speciation, UMR 5797, 33170 Gradignan, France
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10
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Smith A, Dobinda K, Chen S, Zieba P, Paunesku T, Sun Z, Woloschak GE. X-ray Fluorescence Microscopy to Develop Elemental Classifiers and Investigate Elemental Signatures in BALB/c Mouse Intestine a Week after Exposure to 8 Gy of Gamma Rays. Int J Mol Sci 2024; 25:10256. [PMID: 39408586 PMCID: PMC11477073 DOI: 10.3390/ijms251910256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 09/17/2024] [Accepted: 09/17/2024] [Indexed: 10/20/2024] Open
Abstract
Iron redistribution in the intestine after total body irradiation is an established phenomenon. However, in the literature, there are no reports about the use of X-ray fluorescence microscopy or equivalent techniques to generate semi-quantitative 2D maps of iron in sectioned intestine samples from irradiated mice. In this work, we used X-ray fluorescence microscopy (XFM) to map the elemental content of iron as well as phosphorus, sulfur, calcium, copper and zinc in tissue sections of the small intestine from eight-week-old BALB/c male mice that developed gastrointestinal acute radiation syndrome (GI-ARS) in response to exposure to 8 Gray of gamma rays. Seven days after irradiation, we found that the majority of the iron is localized as hot spots in the intercellular regions of the area surrounding crypts and stretching between the outer perimeter of the intestine and the surface cell layer of villi. In addition, this study represents our current efforts to develop elemental cell classifiers that could be used for the automated generation of regions of interest for analyses of X-ray fluorescence maps. Once developed, such a tool will be instrumental for studies of effects of radiation and other toxicants on the elemental content in cells and tissues. While XFM studies cannot be conducted on living organisms, it is possible to envision future scenarios where XFM imaging of single cells sloughed from the human (or rodent) intestine could be used to follow up on the progression of GI-ARS.
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Affiliation(s)
- Anthony Smith
- Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Katrina Dobinda
- Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Si Chen
- X-ray Imaging Division, Advanced Photon Source, Argonne National Laboratory, Argonne, IL 60439, USA
| | - Peter Zieba
- Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Tatjana Paunesku
- Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Zequn Sun
- Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Gayle E. Woloschak
- Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
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11
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Pushie MJ, Sylvain NJ, Hou H, George D, Kelly ME. Ion Dyshomeostasis in the Early Hyperacute Phase after a Temporary Large-Vessel Occlusion Stroke. ACS Chem Neurosci 2024; 15:2132-2143. [PMID: 38743904 DOI: 10.1021/acschemneuro.3c00685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2024] Open
Abstract
Element dysregulation is a pathophysiologic hallmark of ischemic stroke. Prior characterization of post-stroke element dysregulation in the photothrombotic model demonstrated significant element changes for ions that are essential for the function of the neurovascular unit. To characterize the dynamic changes during the early hyperacute phase (<6 h), we employed a temporary large-vessel occlusion stroke model. The middle cerebral artery was temporarily occluded for 30 min in male C57BL/6 mice, and coronal brain sections were prepared for histology and X-ray fluorescence microscopy from 5 to 120 min post-reperfusion. Ion dysregulation was already apparent by 5 min post-reperfusion, evidenced by reduced total potassium in the lesion. Later time points showed further dysregulation of phosphorus, calcium, copper, and zinc. By 60 min post-reperfusion, the central portion of the lesion showed pronounced element dysregulation and could be differentiated from a surrounding region of moderate dysregulation. Despite reperfusion, the lesion continued to expand dynamically with increasing severity of element dysregulation throughout the time course. Given that the earliest time point investigated already demonstrated signs of ion disruption, we anticipate such changes may be detectable even earlier. The profound ion dysregulation at the tissue level after reperfusion may contribute to hindering treatments aimed at functional recovery of the neurovascular unit.
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Affiliation(s)
- M Jake Pushie
- Department of Surgery, Division of Neurosurgery, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada
| | - Nicole J Sylvain
- Department of Surgery, Division of Neurosurgery, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada
| | - Huishu Hou
- Department of Surgery, Division of Neurosurgery, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada
| | - Dominic George
- Department of Physics, College of Arts and Science, University of Saskatchewan, Saskatoon, SK S7N 5E2, Canada
| | - Michael E Kelly
- Department of Surgery, Division of Neurosurgery, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada
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Lin Z, Zhang X, Nandi P, Lin Y, Wang L, Chu YS, Paape T, Yang Y, Xiao X, Liu Q. Correlative single-cell hard X-ray computed tomography and X-ray fluorescence imaging. Commun Biol 2024; 7:280. [PMID: 38448784 PMCID: PMC10917812 DOI: 10.1038/s42003-024-05950-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: 08/24/2023] [Accepted: 02/21/2024] [Indexed: 03/08/2024] Open
Abstract
X-ray computed tomography (XCT) and X-ray fluorescence (XRF) imaging are two non-invasive imaging techniques to study cellular structures and chemical element distributions, respectively. However, correlative X-ray computed tomography and fluorescence imaging for the same cell have yet to be routinely realized due to challenges in sample preparation and X-ray radiation damage. Here we report an integrated experimental and computational workflow for achieving correlative multi-modality X-ray imaging of a single cell. The method consists of the preparation of radiation-resistant single-cell samples using live-cell imaging-assisted chemical fixation and freeze-drying procedures, targeting and labeling cells for correlative XCT and XRF measurement, and computational reconstruction of the correlative and multi-modality images. With XCT, cellular structures including the overall structure and intracellular organelles are visualized, while XRF imaging reveals the distribution of multiple chemical elements within the same cell. Our correlative method demonstrates the feasibility and broad applicability of using X-rays to understand cellular structures and the roles of chemical elements and related proteins in signaling and other biological processes.
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Affiliation(s)
- Zihan Lin
- Biology Department, Brookhaven National Laboratory, Upton, NY, 11973, USA
| | - Xiao Zhang
- Biology Department, Brookhaven National Laboratory, Upton, NY, 11973, USA
| | - Purbasha Nandi
- Biology Department, Brookhaven National Laboratory, Upton, NY, 11973, USA
| | - Yuewei Lin
- Computational Science Initiative, Brookhaven National Laboratory, Upton, NY, 11973, USA
| | - Liguo Wang
- Laboratory for BioMolecular Structure, Brookhaven National Laboratory, Upton, NY, 11973, USA
| | - Yong S Chu
- National Synchrotron Light Source II, Brookhaven National Laboratory, Upton, NY, 11973, USA
| | - Timothy Paape
- Biology Department, Brookhaven National Laboratory, Upton, NY, 11973, USA
- U.S. Department of Agriculture's Agricultural Research Service at Children's Nutrition Research Center, Houston, TX, 77030, USA
| | - Yang Yang
- National Synchrotron Light Source II, Brookhaven National Laboratory, Upton, NY, 11973, USA.
| | - Xianghui Xiao
- National Synchrotron Light Source II, Brookhaven National Laboratory, Upton, NY, 11973, USA.
| | - Qun Liu
- Biology Department, Brookhaven National Laboratory, Upton, NY, 11973, USA.
- National Synchrotron Light Source II, Brookhaven National Laboratory, Upton, NY, 11973, USA.
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13
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Mohd Nor Ihsan NS, Abdul Sani SF, Looi LM, Pathmanathan D, Cheah PL, Chiew SF, Bradley DA. EDXRF and the relative presence of K, Ca, Fe and as in amyloidogenic tissues. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2024; 308:123743. [PMID: 38113556 DOI: 10.1016/j.saa.2023.123743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 11/09/2023] [Accepted: 12/07/2023] [Indexed: 12/21/2023]
Abstract
Trace and minor elements play crucial roles in a variety of biological processes, including amyloid fibrils formation. Mechanisms include activation or inhibition of enzymatic reactions, competition between elements and metal proteins for binding positions, also changes to the permeability of cellular membranes. These may influence carcinogenic processes, with trace and minor element concentrations in normal and amyloid tissues potentially aiding in cancer diagnosis and etiology. With the analytical capability of the spectroscopic technique X-ray fluorescence (XRF), this can be used to detect and quantify the presence of elements in amyloid characterization, two of the trace elements known to be associated with amyloid fibrils. In present work, involving samples from a total of 22 subjects, samples of normal and amyloid-containing tissues of heart, kidney, thyroid, and other tissue organs were obtained, analyzed via energy-dispersive X-ray fluorescence (EDXRF). The elemental distribution of potassium (K), calcium (Ca), arsenic (As), and iron (Fe) was examined in both normal and amyloidogenic tissues using perpetual thin slices. In amyloidogenic tissues the levels of K, Ca, and Fe were found to be less than in corresponding normal tissues. Moreover, the presence of As was only observed in amyloidogenic samples; in a few cases in which there was an absence of As, amyloid samples were found to contain Fe. Analysis of arsenic in amyloid plaques has previously been difficult, often producing contradictory results. Using the present EDXRF facility we could distinguish between amyloidogenic and normal samples, with potential correlations in respect of the presence or concentration of specific elements.
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Affiliation(s)
- N S Mohd Nor Ihsan
- Department of Physics, Faculty of Science, University of Malaya, 50603 Kuala Lumpur, Malaysia
| | - S F Abdul Sani
- Department of Physics, Faculty of Science, University of Malaya, 50603 Kuala Lumpur, Malaysia.
| | - L M Looi
- Department of Pathology, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
| | - Dharini Pathmanathan
- Institute of Mathematical Sciences, Faculty of Science, University of Malaya, 50603 Kuala Lumpur, Malaysia
| | - P L Cheah
- Department of Pathology, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
| | - S F Chiew
- Department of Pathology, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
| | - D A Bradley
- Sunway University, Centre for Applied Physics and Radiation Technologies, Jalan Universiti, 46150 PJ, Malaysia; School of Mathematics and Physics, University of Surrey, Guildford GU2 7XH, UK
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14
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James AK, Popescu BF, Weng M, Myers GJ, O'Donoghue JL, Watson GE, Pickering IJ, George GN. Synchrotron X-ray methods in the study of mercury neurotoxicology. Neurotoxicology 2023; 99:129-138. [PMID: 37802190 DOI: 10.1016/j.neuro.2023.10.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 09/22/2023] [Accepted: 10/04/2023] [Indexed: 10/08/2023]
Abstract
In situ methods are valuable in all fields of research. In toxicology, the importance of dose is well known, elevating the need for in situ techniques to measure levels of toxicants and their byproducts in precise anatomically identifiable locations. More recently, additional emphasis has been placed on the value of techniques which can detect chemical form or speciation, which is equally important in the toxicology of a chemical compound. Many important but conventional methods risk losing valuable information due to extractions, digestions, or the general reliance on mobile phases. Few analytical tools possess the power and diversity of X-ray methods as in-situ methods. Here we present an overview, intended for toxicologists and pathologists, of a variety of synchrotron X-ray methods for determining in situ chemical form and distribution of heavier elements. The versatility and range of these synchrotron techniques, which are both established and emerging, is demonstrated in the context of the study of neurotoxicology of mercury, a global pollutant with the ability to harm both human health and the environment.
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Affiliation(s)
- Ashley K James
- Cameco MS Neuroscience Research Centre, University of Saskatchewan, Saskatoon City Hospital, Saskatoon, SK S7K 0M7, Canada; Department of Geological Sciences, University of Saskatchewan, 114 Science Place, Saskatoon, SK S7N 5E2, Canada.
| | - Bogdan F Popescu
- Cameco MS Neuroscience Research Centre, University of Saskatchewan, Saskatoon City Hospital, Saskatoon, SK S7K 0M7, Canada
| | - Monica Weng
- Department of Geological Sciences, University of Saskatchewan, 114 Science Place, Saskatoon, SK S7N 5E2, Canada
| | - Gary J Myers
- Department of Environmental Medicine, School of Medicine and Dentistry, University of Rochester, Rochester, NY 14642, USA; Departments of Neurology and Pediatrics, School of Medicine and Dentistry, University of Rochester, Rochester, NY 14642, USA
| | - John L O'Donoghue
- Department of Environmental Medicine, School of Medicine and Dentistry, University of Rochester, Rochester, NY 14642, USA
| | - Gene E Watson
- Department of Environmental Medicine, School of Medicine and Dentistry, University of Rochester, Rochester, NY 14642, USA; Eastman Institute for Oral Health, School of Medicine and Dentistry, University of Rochester, Rochester, NY 14642, USA
| | - Ingrid J Pickering
- Department of Geological Sciences, University of Saskatchewan, 114 Science Place, Saskatoon, SK S7N 5E2, Canada; Toxicology Centre, University of Saskatchewan, Saskatoon, SK S7N 5B3, Canada; Department of Chemistry, University of Saskatchewan, Saskatoon, SK S7N 5C9, Canada
| | - Graham N George
- Department of Geological Sciences, University of Saskatchewan, 114 Science Place, Saskatoon, SK S7N 5E2, Canada; Toxicology Centre, University of Saskatchewan, Saskatoon, SK S7N 5B3, Canada; Department of Chemistry, University of Saskatchewan, Saskatoon, SK S7N 5C9, Canada.
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15
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Chourrout M, Sandt C, Weitkamp T, Dučić T, Meyronet D, Baron T, Klohs J, Rama N, Boutin H, Singh S, Olivier C, Wiart M, Brun E, Bohic S, Chauveau F. Virtual histology of Alzheimer's disease: Biometal entrapment within amyloid-β plaques allows for detection via X-ray phase-contrast imaging. Acta Biomater 2023; 170:260-272. [PMID: 37574159 DOI: 10.1016/j.actbio.2023.07.046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 07/21/2023] [Accepted: 07/25/2023] [Indexed: 08/15/2023]
Abstract
Amyloid-β (Aβ) plaques from Alzheimer's Disease (AD) can be visualized ex vivo in label-free brain samples using synchrotron X-ray phase-contrast tomography (XPCT). However, for XPCT to be useful as a screening method for amyloid pathology, it is essential to understand which factors drive the detection of Aβ plaques. The current study was designed to test the hypothesis that Aβ-related contrast in XPCT could be caused by Aβ fibrils and/or by metals trapped in the plaques. Fibrillar and elemental compositions of Aβ plaques were probed in brain samples from different types of AD patients and AD models to establish a relationship between XPCT contrast and Aβ plaque characteristics. XPCT, micro-Fourier-Transform Infrared spectroscopy and micro-X-Ray Fluorescence spectroscopy were conducted on human samples (one genetic and one sporadic case) and on four transgenic rodent strains (mouse: APPPS1, ArcAβ, J20; rat: TgF344). Aβ plaques from the genetic AD patient were visible using XPCT, and had higher β-sheet content and higher metal levels than those from the sporadic AD patient, which remained undetected by XPCT. Aβ plaques in J20 mice and TgF344 rats appeared hyperdense on XPCT images, while they were hypodense with a hyperdense core in the case of APPPS1 and ArcAβ mice. In all four transgenic strains, β-sheet content was similar, while metal levels were highly variable: J20 (zinc and iron) and TgF344 (copper) strains showed greater metal accumulation than APPPS1 and ArcAβ mice. Hence, a hyperdense contrast formation of Aβ plaques in XPCT images was associated with biometal entrapment within plaques. STATEMENT OF SIGNIFICANCE: The role of metals in Alzheimer's disease (AD) has been a subject of continuous interest. It was already known that amyloid-β plaques (Aβ), the earliest hallmark of AD, tend to trap endogenous biometals like zinc, iron and copper. Here we show that this metal accumulation is the main reason why Aβ plaques are detected with a new technique called X-ray phase contrast tomography (XPCT). XPCT enables to map the distribution of Aβ plaques in the whole excised brain without labeling. In this work we describe a unique collection of four transgenic models of AD, together with a human sporadic and a rare genetic case of AD, thus exploring the full spectrum of amyloid contrast in XPCT.
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Affiliation(s)
- Matthieu Chourrout
- Univ. Lyon, Lyon Neuroscience Research Center (CRNL); CNRS UMR5292; INSERM U1028, Univ. Lyon 1, Lyon, France
| | | | | | - Tanja Dučić
- ALBA-CELLS Synchrotron, MIRAS Beamline, Cerdanyola del Vallès, Spain
| | - David Meyronet
- Hospices Civils de Lyon, Neuropathology Department, Lyon, France; Univ. Lyon, Cancer Research Center of Lyon (CRCL); INSERM U1052; CNRS UMR5286, Univ. Lyon 1; Centre Léon Bérard, Lyon, France
| | | | - Jan Klohs
- ETH Zurich, Institute for Biomedical Engineering, Zurich, Switzerland
| | - Nicolas Rama
- Univ. Lyon, Cancer Research Center of Lyon (CRCL); INSERM U1052; CNRS UMR5286, Univ. Lyon 1; Centre Léon Bérard, Lyon, France
| | - Hervé Boutin
- Univ. Manchester, Faculty of Biology Medicine and Health, Wolfson Molecular Imaging Centre, Manchester, United Kingdom
| | - Shifali Singh
- Univ. Grenoble Alpes, Synchrotron Radiation for Biomedicine (STROBE); Inserm UA7, Grenoble, France
| | - Cécile Olivier
- Univ. Grenoble Alpes, Synchrotron Radiation for Biomedicine (STROBE); Inserm UA7, Grenoble, France
| | - Marlène Wiart
- Univ. Lyon, CarMeN Laboratory; INSERM U1060, INRA U1397, INSA Lyon, Univ. Lyon 1, Lyon, France; CNRS, France
| | - Emmanuel Brun
- Univ. Grenoble Alpes, Synchrotron Radiation for Biomedicine (STROBE); Inserm UA7, Grenoble, France
| | - Sylvain Bohic
- Univ. Grenoble Alpes, Synchrotron Radiation for Biomedicine (STROBE); Inserm UA7, Grenoble, France
| | - Fabien Chauveau
- Univ. Lyon, Lyon Neuroscience Research Center (CRNL); CNRS UMR5292; INSERM U1028, Univ. Lyon 1, Lyon, France; CNRS, France.
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16
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Lai L, Yan F, Chen G, Huang Y, Huang L, Li D. Recent Progress on Fluorescent Probes in Heavy Metal Determinations for Food Safety: A Review. Molecules 2023; 28:5689. [PMID: 37570660 PMCID: PMC10420214 DOI: 10.3390/molecules28155689] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 07/16/2023] [Accepted: 07/24/2023] [Indexed: 08/13/2023] Open
Abstract
One of the main challenges faced in food safety is the accumulation of toxic heavy metals from environmental sources, which can sequentially endanger human health when they are consumed. It is invaluable to establish a practical assay for the determination of heavy metals for food safety. Among the current detection methods, technology based on fluorescent probes, with the advantages of sensitivity, convenience, accuracy, cost, and reliability, has recently shown pluralistic applications in the food industry, which is significant to ensure food safety. Hence, this review systematically presents the recent progress on novel fluorescent probes in determining heavy metals for food safety over the past five years, according to fluorophores and newly emerging sensing cores, which could contribute to broadening the prospects of fluorescent materials and establishing more practical assays for heavy metal determinations.
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Affiliation(s)
- Liqing Lai
- The Public Service Platform for Industrialization Development Technology of Marine Biological Medicine and Products of the State Oceanic Administration, Fujian Key Laboratory of Special Marine Bioresource Sustainable Utilization, College of Life Sciences, Fujian Normal University, Fuzhou 350117, China; (L.L.); (F.Y.)
| | - Fang Yan
- The Public Service Platform for Industrialization Development Technology of Marine Biological Medicine and Products of the State Oceanic Administration, Fujian Key Laboratory of Special Marine Bioresource Sustainable Utilization, College of Life Sciences, Fujian Normal University, Fuzhou 350117, China; (L.L.); (F.Y.)
| | - Geng Chen
- Fujian Fishery Resources Monitoring Center, Fuzhou 350117, China; (G.C.); (Y.H.)
| | - Yiwen Huang
- Fujian Fishery Resources Monitoring Center, Fuzhou 350117, China; (G.C.); (Y.H.)
| | - Luqiang Huang
- The Public Service Platform for Industrialization Development Technology of Marine Biological Medicine and Products of the State Oceanic Administration, Fujian Key Laboratory of Special Marine Bioresource Sustainable Utilization, College of Life Sciences, Fujian Normal University, Fuzhou 350117, China; (L.L.); (F.Y.)
| | - Daliang Li
- The Public Service Platform for Industrialization Development Technology of Marine Biological Medicine and Products of the State Oceanic Administration, Fujian Key Laboratory of Special Marine Bioresource Sustainable Utilization, College of Life Sciences, Fujian Normal University, Fuzhou 350117, China; (L.L.); (F.Y.)
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17
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Girard-Dias W, Augusto I, V. A. Fernandes T, G. Pascutti P, de Souza W, Miranda K. A spatially resolved elemental nanodomain organization within acidocalcisomes in Trypanosoma cruzi. Proc Natl Acad Sci U S A 2023; 120:e2300942120. [PMID: 37036984 PMCID: PMC10120040 DOI: 10.1073/pnas.2300942120] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 03/06/2023] [Indexed: 04/12/2023] Open
Abstract
How are ions distributed in the three-dimensional (3D) volume confined in a nanoscale compartment? Regulation of ionic flow in the intracellular milieu has been explained by different theoretical models and experimentally demonstrated for several compartments with microscale dimensions. Most of these models predict a homogeneous distribution of ions seconds or milliseconds after an initial diffusion step formed at the ion translocation site, leaving open questions when it comes to ion/element distribution in spaces/compartments with nanoscale dimensions. Due to the influence of compartment size on the regulation of ionic flow, theoretical variations of classical models have been proposed, suggesting heterogeneous distributions of ions/elements within nanoscale compartments. Nonetheless, such assumptions have not been fully proven for the 3D volume of an organelle. In this work, we used a combination of cutting-edge electron microscopy techniques to map the 3D distribution of diffusible elements within the whole volume of acidocalcisomes in trypanosomes. Cryofixed cells were analyzed by scanning transmission electron microscopy tomography combined with elemental mapping using a high-performance setup of X-ray detectors. Results showed the existence of elemental nanodomains within the acidocalcisomes, where cationic elements display a self-excluding pattern. These were validated by Pearson correlation analysis and in silico molecular dynamic simulations. Formation of element domains within the 3D space of an organelle is demonstrated. Distribution patterns that support the electrodiffusion theory proposed for nanophysiology models have been found. The experimental pipeline shown here can be applied to a variety of models where ion mobilization plays a crucial role in physiological processes.
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Affiliation(s)
- Wendell Girard-Dias
- Laboratório de Ultraestrutura Celular Hertha Meyer, Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro21941-902, Brazil
- Centro Nacional de Biologia Estrutural e Bioimagem, Universidade Federal do Rio de Janeiro, Rio de Janeiro21941-902, Brazil
- Instituto Nacional de Ciência e Tecnologia em Biologia Estrutural e Bioimagem - Universidade Federal do Rio de Janeiro, Rio de Janeiro21941-902, Brazil
- Plataforma de Microscopia Eletrônica Rudolf Barth, Instituto Oswaldo Cruz - Fiocruz, Rio de Janeiro21041-250, Brazil
| | - Ingrid Augusto
- Laboratório de Ultraestrutura Celular Hertha Meyer, Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro21941-902, Brazil
- Centro Nacional de Biologia Estrutural e Bioimagem, Universidade Federal do Rio de Janeiro, Rio de Janeiro21941-902, Brazil
- Instituto Nacional de Ciência e Tecnologia em Biologia Estrutural e Bioimagem - Universidade Federal do Rio de Janeiro, Rio de Janeiro21941-902, Brazil
| | - Tácio V. A. Fernandes
- Laboratório de Modelagem e Dinâmica Molecular, Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro21941-902, Brazil
- Instituto de Tecnologia de Fármacos (Farmanguinhos), Fiocruz, Rio de Janeiro22775-903, Brazil
| | - Pedro G. Pascutti
- Laboratório de Modelagem e Dinâmica Molecular, Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro21941-902, Brazil
| | - Wanderley de Souza
- Laboratório de Ultraestrutura Celular Hertha Meyer, Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro21941-902, Brazil
- Centro Nacional de Biologia Estrutural e Bioimagem, Universidade Federal do Rio de Janeiro, Rio de Janeiro21941-902, Brazil
- Instituto Nacional de Ciência e Tecnologia em Biologia Estrutural e Bioimagem - Universidade Federal do Rio de Janeiro, Rio de Janeiro21941-902, Brazil
- Centro Multiusuário para Análise de Fenômenos Biomédicos, Universidade do Estado do Amazonas, Amazonas69065-001, Brazil
| | - Kildare Miranda
- Laboratório de Ultraestrutura Celular Hertha Meyer, Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro21941-902, Brazil
- Centro Nacional de Biologia Estrutural e Bioimagem, Universidade Federal do Rio de Janeiro, Rio de Janeiro21941-902, Brazil
- Instituto Nacional de Ciência e Tecnologia em Biologia Estrutural e Bioimagem - Universidade Federal do Rio de Janeiro, Rio de Janeiro21941-902, Brazil
- Centro Multiusuário para Análise de Fenômenos Biomédicos, Universidade do Estado do Amazonas, Amazonas69065-001, Brazil
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18
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Ambi A, Stanisavljevic A, Victor TW, Lowery AW, Davis J, Van Nostrand WE, Miller LM. Evaluation of Copper Chelation Therapy in a Transgenic Rat Model of Cerebral Amyloid Angiopathy. ACS Chem Neurosci 2023; 14:378-388. [PMID: 36651175 DOI: 10.1021/acschemneuro.2c00483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
Cerebral amyloid angiopathy (CAA) is characterized by the accumulation of the amyloid β (Aβ) protein in blood vessels and leads to hemorrhages, strokes, and dementia in elderly individuals. Recent reports have shown elevated copper levels colocalized with vascular amyloid in human CAA and Alzheimer's disease patients, which have been suggested to contribute to cytotoxicity through the formation of reactive oxygen species. Here, we treated a transgenic rat model of CAA (rTg-DI) with the copper-specific chelator, tetrathiomolybdate (TTM), via intraperitoneal (IP) administration for 6 months to determine if it could lower copper content in vascular amyloid deposits and modify CAA pathology. Results showed that TTM treatment led to elevated Aβ load in the hippocampus of the rTg-DI rats and increased microbleeds in the wild type (WT) animals. X-ray fluorescence microscopy was performed to image the distribution of copper and revealed a surprising increase in copper colocalized with Aβ aggregates in TTM-treated rTg-DI rats. Unexpectedly, we also found an increase in the copper content in unaffected vessels of both rTg-DI and WT animals. These results show that IP administration of TTM was ineffective in removing copper from vascular Aβ aggregates in vivo and increased the development of disease pathology in CAA.
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Affiliation(s)
- Ashwin Ambi
- Department of Chemistry, Stony Brook University, Stony Brook, New York 11794, United States.,National Synchrotron Light Source II, Brookhaven National Laboratory, Upton, New York 11973, United States
| | - Aleksandra Stanisavljevic
- George & Anne Ryan Institute for Neuroscience, University of Rhode Island, Kingston, Rhode Island 02881, United States.,Department of Biomedical & Pharmaceutical Sciences, University of Rhode Island, Kingston, Rhode Island 02881, United States
| | - Tiffany W Victor
- National Synchrotron Light Source II, Brookhaven National Laboratory, Upton, New York 11973, United States
| | - Adam W Lowery
- National Synchrotron Light Source II, Brookhaven National Laboratory, Upton, New York 11973, United States.,Department of Mechanical Engineering, Virginia Tech, Blacksburg, Virginia 24060, United States
| | - Judianne Davis
- George & Anne Ryan Institute for Neuroscience, University of Rhode Island, Kingston, Rhode Island 02881, United States.,Department of Biomedical & Pharmaceutical Sciences, University of Rhode Island, Kingston, Rhode Island 02881, United States
| | - William E Van Nostrand
- George & Anne Ryan Institute for Neuroscience, University of Rhode Island, Kingston, Rhode Island 02881, United States.,Department of Biomedical & Pharmaceutical Sciences, University of Rhode Island, Kingston, Rhode Island 02881, United States
| | - Lisa M Miller
- Department of Chemistry, Stony Brook University, Stony Brook, New York 11794, United States.,National Synchrotron Light Source II, Brookhaven National Laboratory, Upton, New York 11973, United States
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19
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Zhang Y, Huang B, Jin J, Xiao Y, Ying H. Recent advances in the application of ionomics in metabolic diseases. Front Nutr 2023; 9:1111933. [PMID: 36726817 PMCID: PMC9884710 DOI: 10.3389/fnut.2022.1111933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 12/30/2022] [Indexed: 01/19/2023] Open
Abstract
Trace elements and minerals play a significant role in human health and diseases. In recent years, ionomics has been rapidly and widely applied to explore the distribution, regulation, and crosstalk of different elements in various physiological and pathological processes. On the basis of multi-elemental analytical techniques and bioinformatics methods, it is possible to elucidate the relationship between the metabolism and homeostasis of diverse elements and common diseases. The current review aims to provide an overview of recent advances in the application of ionomics in metabolic disease research. We mainly focuses on the studies about ionomic or multi-elemental profiling of different biological samples for several major types of metabolic diseases, such as diabetes mellitus, obesity, and metabolic syndrome, which reveal distinct and dynamic patterns of ion contents and their potential benefits in the detection and prognosis of these illnesses. Accumulation of copper, selenium, and environmental toxic metals as well as deficiency of zinc and magnesium appear to be the most significant risk factors for the majority of metabolic diseases, suggesting that imbalance of these elements may be involved in the pathogenesis of these diseases. Moreover, each type of metabolic diseases has shown a relatively unique distribution of ions in biofluids and hair/nails from patients, which might serve as potential indicators for the respective disease. Overall, ionomics not only improves our understanding of the association between elemental dyshomeostasis and the development of metabolic disease but also assists in the identification of new potential diagnostic and prognostic markers in translational medicine.
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Affiliation(s)
- Yan Zhang
- Shenzhen Key Laboratory of Marine Bioresources and Ecology, Brain Disease and Big Data Research Institute, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, China,Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions, Shenzhen, China,*Correspondence: Yan Zhang ✉
| | - Biyan Huang
- Shenzhen Key Laboratory of Marine Bioresources and Ecology, Brain Disease and Big Data Research Institute, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, China
| | - Jiao Jin
- Shenzhen Key Laboratory of Marine Bioresources and Ecology, Brain Disease and Big Data Research Institute, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, China
| | - Yao Xiao
- Shenzhen Key Laboratory of Marine Bioresources and Ecology, Brain Disease and Big Data Research Institute, College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, China
| | - Huimin Ying
- Affiliated Hangzhou Xixi Hospital, Zhejiang University School of Medicine, Hangzhou, China,Huimin Ying ✉
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20
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Coyte RM, Darrah TH, Barrett E, O'Connor TG, Olesik JW, Salafia CM, Shah R, Love T, Miller RK. Comparison of trace element concentrations in paired formalin-fixed paraffin-embedded and frozen human placentae. Placenta 2023; 131:98-103. [PMID: 36577279 PMCID: PMC11781313 DOI: 10.1016/j.placenta.2022.12.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 11/25/2022] [Accepted: 12/14/2022] [Indexed: 12/23/2022]
Abstract
INTRODUCTION There is increasing interest in measuring metals concentrations in human placentas to better understand physiology, disease, and toxic and diagnostic exposures. For these purposes, formalin-fixed paraffin embedded (FFPE) tissues obtained at clinical pathology examination represent a valuable potential store of well-characterized tissues for analysis. However, the limited data that exist comparing metal concentrations in FFPE tissue to recently collected frozen tissues paints a confusing picture, and there is no published data directly comparing frozen and FFPE placental villus tissues. METHODS Paired samples of fresh frozen and FFPE tissue from 22 rapidly processed human singleton placentae were weighed and digested using standard clean laboratory procedures and subsequently analyzed for a suite of 13 metals using a PerkinElmer DRC II ICP-MS. The analytical results were compared using either a paired t-test or a sign test depending on data normality. RESULTS Concentrations of metals (aluminum (Al), arsenic (As), barium (Ba), cadmium (Cd), chromium (Cr), copper (Cu), iron (Fe), gadolinium (Gd), mercury (Hg), manganese (Mn), lead (Pb), strontium (Sr), and zinc (Zn)) measured in both types of tissue preparations (frozen and FFPE) displayed a consistent range with other studies and did not display significantly different values from each of the paired specimens for any of the 13 specific metals analyzed. DISCUSSION Within placentae, metals concentrations of measured trace, toxic and diagnostic elements (Al, As, Ba, Cd, Cr, Cu, Fe, Gd, Hg, Mn, Pb, Sr, and Zn) are consistent between FFPE and fresh placental villus tissue, without indications of systematic element loss or bias. FFPE from archived pathology specimens may offer an important and convenient alternative for measuring trace metals in human frozen placental tissues.
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Affiliation(s)
- Rachel M Coyte
- School of Earth Sciences, The Ohio State University, Columbus, OH, 43210, USA
| | - Thomas H Darrah
- School of Earth Sciences, The Ohio State University, Columbus, OH, 43210, USA; Global Water Institute, The Ohio State University, Columbus, OH, 43210, USA
| | - Emily Barrett
- Department of Obstetrics and Gynecology, University of Rochester School of Medicine and Dentistry, Rochester, NY, 14642, USA; Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Environmental and Occupational Health Sciences Institute, Piscataway, NJ, USA
| | - Thomas G O'Connor
- Department of Obstetrics and Gynecology, University of Rochester School of Medicine and Dentistry, Rochester, NY, 14642, USA; Department of Psychiatry, University of Rochester, School of Medicine and Dentistry, Rochester, NY, 14642, USA; Department of Neuroscience, University of Rochester, School of Medicine and Dentistry, Rochester, NY, 14642, USA
| | - John W Olesik
- School of Earth Sciences, The Ohio State University, Columbus, OH, 43210, USA
| | - Carolyn M Salafia
- Placental Modulation Laboratory, Institute for Basic Research in Developmental Disabilities, Staten Island, NY, USA; Placental Analytics LLC, Larchmont, NY, USA
| | - Ruchit Shah
- Placental Modulation Laboratory, Institute for Basic Research in Developmental Disabilities, Staten Island, NY, USA; Placental Analytics LLC, Larchmont, NY, USA
| | - Tanzy Love
- Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY, 14627, USA
| | - Richard K Miller
- Department of Obstetrics and Gynecology, University of Rochester School of Medicine and Dentistry, Rochester, NY, 14642, USA; Departments of Pediatrics, Pathology and Environmental Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, 14642, USA.
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Victor-Lovelace TW, Miller LM. The development and use of metal-based probes for X-ray fluorescence microscopy. METALLOMICS : INTEGRATED BIOMETAL SCIENCE 2022; 14:6852953. [PMID: 36537552 DOI: 10.1093/mtomcs/mfac093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 11/16/2022] [Indexed: 12/03/2022]
Abstract
X-ray fluorescence microscopy (XFM) has become a widely used technique for imaging the concentration and distribution of metal ions in cells and tissues. Recent advances in synchrotron sources, optics, and detectors have improved the spatial resolution of the technique to <10 nm with attogram detection sensitivity. However, to make XFM most beneficial for bioimaging-especially at the nanoscale-the metal ion distribution must be visualized within the subcellular context of the cell. Over the years, a number of approaches have been taken to develop X-ray-sensitive tags that permit the visualization of specific organelles or proteins using XFM. In this review, we examine the types of X-ray fluorophore used, including nanomaterials and metal ions, and the approaches used to incorporate the metal into their target binding site via antibodies, genetically encoded metal-binding peptides, affinity labeling, or cell-specific peptides. We evaluate their advantages and disadvantages, review the scientific findings, and discuss the needs for future development.
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Affiliation(s)
| | - Lisa M Miller
- N ational Synchrotron Light Source II, Brookhaven National Laboratory, Upton, NY 11973,USA.,Department of Chemistry, Stony Brook University, Stony Brook, NY 11794,USA
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Newton J, Pushie M, Sylvain N, Hou H, Weese Maley S, Kelly M. Sex differences in the mouse photothrombotic stroke model investigated with X-ray fluorescence microscopy and Fourier transform infrared spectroscopic imaging. IBRO Neurosci Rep 2022; 13:127-135. [PMID: 35989697 PMCID: PMC9386104 DOI: 10.1016/j.ibneur.2022.07.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 07/30/2022] [Indexed: 11/16/2022] Open
Abstract
Stroke is a leading cause of death and disability around the world. To date, the majority of pre-clinical research has been performed using male lab animals and results are commonly generalized to both sexes. In clinical stoke cases females have a higher incidence of ischemic stroke and poorer outcomes, compared to males. Best practices for improving translatability of findings for stroke, encourage the use of both sexes in studies. Since estrogen and progesterone have recognized neuroprotective effects, it is important to compare the size, severity and biochemical composition of the brain tissue following stroke in female and male animal models. In this study a photothrombotic focal stroke was induced in male and female mice. Vaginal secretions were collected twice daily to track the stage of estrous. Mice were euthanized at 24 h post-stroke. Histological staining, Fourier transform infrared imaging and X-ray fluorescence imaging were performed to better define the size and metabolic markers in the infarct core and surrounding penumbra. Our results show while the female mice had a significantly lower body mass than males, the cross-sectional area of the brain and the size of infarct and penumbra were not significantly different between the groups. In addition to the general expected sex-linked differences of altered NADH levels between males and females, estrus females had significantly elevated glycogen in the penumbra compared with males and total phosphorus levels were noted to be higher in the penumbra of estrus females. Elevated glycogen reserves in the tissue bordering the infarct core in females may present alternatives for improved functional recovery in females in the early post-stroke phase.
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Affiliation(s)
- J.M. Newton
- Department of Surgery, College of Medicine, University of Saskatchewan, SK S7N 5E5, Canada
| | - M.J. Pushie
- Department of Surgery, College of Medicine, University of Saskatchewan, SK S7N 5E5, Canada
| | - N.J. Sylvain
- Department of Surgery, College of Medicine, University of Saskatchewan, SK S7N 5E5, Canada
- Clinical Trial Support Unit, College of Medicine, University of Saskatchewan, SK S7N 0W8, Canada
| | - H. Hou
- Department of Surgery, College of Medicine, University of Saskatchewan, SK S7N 5E5, Canada
| | - S. Weese Maley
- Clinical Trial Support Unit, College of Medicine, University of Saskatchewan, SK S7N 0W8, Canada
| | - M.E. Kelly
- Department of Surgery, College of Medicine, University of Saskatchewan, SK S7N 5E5, Canada
- Corresponding author.
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