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Hussels M, Lichtenfeld H, Woehlecke H, Wollik E, Lerche D. Instrument with an ultra-wide dynamic detection range for the optical counting and sizing of individual particles in suspensions. Rev Sci Instrum 2024; 95:023704. [PMID: 38381919 DOI: 10.1063/5.0165811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 01/09/2024] [Indexed: 02/23/2024]
Abstract
The characterization of dispersions, suspensions, and emulsions is important in a wide range of scientific applications and industries. Samples can consist of different materials and a wide range of particle sizes and concentrations. A single particle sizing and counting instrument with a dynamic detection range of ≥6 decades has been developed to detect single nano- and microparticles in aqueous suspensions based on light scattering measured in two directions. Hydrodynamic focusing is employed for particle separation and to provide stable conditions for light scattering detection. This gives the advantage of size resolution in the nm range, allowing, e.g., number based size distributions, classification of nanomaterials, determination of particle agglomerates, developments for dispersion stability analysis, or cutoff of filter media. In addition, concentration determination is based on sample volume measurement with <20 nl measurement uncertainty. We present results of particle detection in a size range from approximately above 40 nm for gold nanoparticles to 8 μm for polystyrene particles using a prototyped instrument of the LUMiSpoc® series produced by LUM GmbH. The data obtained demonstrate the advantages of single-particle detection, particularly for characterizing polydisperse systems, such as precise particle sizing in the nanometer range through light scattering intensity based on Mie scattering theory. In addition, we present particle concentration data based on the integrated measurement of sample volume, which allows particle concentration to be determined with an uncertainty of 2.5% (95% confidence interval). To achieve such small uncertainties, dilution series measurements must be used to correct for coincidence losses and particle adhesion.
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Affiliation(s)
- Martin Hussels
- Physikalisch-Technische Bundesanstalt, Abbestr. 2-12, 10587 Berlin, Germany
| | | | - Holger Woehlecke
- Dr. Lerche KG, Justus-von-Liebig-Straße 3, 12489 Berlin, Germany
- LUM GmbH, Justus-von-Liebig-Straße 3, 12489 Berlin, Germany
| | - Elia Wollik
- Dr. Lerche KG, Justus-von-Liebig-Straße 3, 12489 Berlin, Germany
| | - Dietmar Lerche
- Dr. Lerche KG, Justus-von-Liebig-Straße 3, 12489 Berlin, Germany
- LUM GmbH, Justus-von-Liebig-Straße 3, 12489 Berlin, Germany
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2
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Haddad M, Frickenstein A, Wilhelm S. High-Throughput Single-Cell Analysis of Nanoparticle-Cell Interactions. Trends Analyt Chem 2023; 166:117172. [PMID: 37520860 PMCID: PMC10373476 DOI: 10.1016/j.trac.2023.117172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/01/2023]
Abstract
Understanding nanoparticle-cell interactions at single-nanoparticle and single-cell resolutions is crucial to improving the design of next-generation nanoparticles for safer, more effective, and more efficient applications in nanomedicine. This review focuses on recent advances in the continuous high-throughput analysis of nanoparticle-cell interactions at the single-cell level. We highlight and discuss the current trends in continual flow high-throughput methods for analyzing single cells, such as advanced flow cytometry techniques and inductively coupled plasma mass spectrometry methods, as well as their intersection in the form of mass cytometry. This review further discusses the challenges and opportunities with current single-cell analysis approaches and provides proposed directions for innovation in the high-throughput analysis of nanoparticle-cell interactions.
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Affiliation(s)
- Majood Haddad
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, Oklahoma, 73019, USA
| | - Alex Frickenstein
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, Oklahoma, 73019, USA
| | - Stefan Wilhelm
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, Oklahoma, 73019, USA
- Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, 73104, USA
- Institute for Biomedical Engineering, Science, and Technology (IBEST), University of Oklahoma, Norman, Oklahoma, 73019, USA
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3
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Zhao Y, Zhao Y, Zheng S, Zhao L, Zhang W, Xiao T, Grégori G. Enhanced resolution of marine viruses with violet side scatter. Cytometry A 2023; 103:260-268. [PMID: 35929601 DOI: 10.1002/cyto.a.24674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 04/06/2022] [Accepted: 07/13/2022] [Indexed: 11/10/2022]
Abstract
Marine viruses make up an essential compartment of the marine ecosystem. They are the most abundant organisms and represent one of the biggest sources of unknown biodiversity. Viruses also have an important impact on bacterial and algal mortality in the ocean, and as such have a major influence on microbial diversity and biogeochemical cycling. However, little is known about the abundance and distribution patterns of viruses across the oceans and seas. Over the last 20 years, flow cytometry has been the technique of choice to detect and count the viral particles in natural samples. Nevertheless, due to their small size, the detection of marine viruses is still extremely challenging. In this article we describe how a new generation of flow cytometer which uses the side scatter (SSC) of violet photons from a 405 nm laser beam helps to improve the resolution for detecting marine viruses. To the best of our knowledge, this is the first report where virioplankton has been detected in aquatic samples using flow cytometry with a 405 nm violet SSC instead of a 488 nm blue SSC.
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Affiliation(s)
- Yuan Zhao
- CAS Key Laboratory of Marine Ecology and Environmental Sciences, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, People's Republic of China
- Laboratory for Marine Ecology and Environmental Science, Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao, People's Republic of China
- Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao, People's Republic of China
| | - Yanchu Zhao
- CAS Key Laboratory of Marine Ecology and Environmental Sciences, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, People's Republic of China
- Laboratory for Marine Ecology and Environmental Science, Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao, People's Republic of China
- University of Chinese Academy of Sciences, Beijing, People's Republic of China
| | - Shan Zheng
- Laboratory for Marine Ecology and Environmental Science, Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao, People's Republic of China
- Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao, People's Republic of China
- Jiaozhou Bay Marine Ecosystem Research Station, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, People's Republic of China
| | - Li Zhao
- CAS Key Laboratory of Marine Ecology and Environmental Sciences, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, People's Republic of China
- Laboratory for Marine Ecology and Environmental Science, Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao, People's Republic of China
- Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao, People's Republic of China
| | - Wuchang Zhang
- CAS Key Laboratory of Marine Ecology and Environmental Sciences, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, People's Republic of China
- Laboratory for Marine Ecology and Environmental Science, Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao, People's Republic of China
- Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao, People's Republic of China
| | - Tian Xiao
- CAS Key Laboratory of Marine Ecology and Environmental Sciences, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, People's Republic of China
- Laboratory for Marine Ecology and Environmental Science, Pilot National Laboratory for Marine Science and Technology (Qingdao), Qingdao, People's Republic of China
- Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao, People's Republic of China
| | - Gérald Grégori
- Aix-Marseille University, Toulon University, CNRS, IRD, Mediterranean Institute of Oceanography UM110, Marseille, France
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4
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Welsh JA, Arkesteijn GJA, Bremer M, Cimorelli M, Dignat-George F, Giebel B, Görgens A, Hendrix A, Kuiper M, Lacroix R, Lannigan J, van Leeuwen TG, Lozano-Andrés E, Rao S, Robert S, de Rond L, Tang VA, Tertel T, Yan X, Wauben MHM, Nolan JP, Jones JC, Nieuwland R, van der Pol E. A compendium of single extracellular vesicle flow cytometry. J Extracell Vesicles 2023; 12:e12299. [PMID: 36759917 PMCID: PMC9911638 DOI: 10.1002/jev2.12299] [Citation(s) in RCA: 26] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Revised: 11/29/2022] [Accepted: 12/17/2022] [Indexed: 02/11/2023] Open
Abstract
Flow cytometry (FCM) offers a multiparametric technology capable of characterizing single extracellular vesicles (EVs). However, most flow cytometers are designed to detect cells, which are larger than EVs. Whereas cells exceed the background noise, signals originating from EVs partly overlap with the background noise, thereby making EVs more difficult to detect than cells. This technical mismatch together with complexity of EV-containing fluids causes limitations and challenges with conducting, interpreting and reproducing EV FCM experiments. To address and overcome these challenges, researchers from the International Society for Extracellular Vesicles (ISEV), International Society for Advancement of Cytometry (ISAC), and the International Society on Thrombosis and Haemostasis (ISTH) joined forces and initiated the EV FCM working group. To improve the interpretation, reporting, and reproducibility of future EV FCM data, the EV FCM working group published an ISEV position manuscript outlining a framework of minimum information that should be reported about an FCM experiment on single EVs (MIFlowCyt-EV). However, the framework contains limited background information. Therefore, the goal of this compendium is to provide the background information necessary to design and conduct reproducible EV FCM experiments. This compendium contains background information on EVs, the interaction between light and EVs, FCM hardware, experimental design and preanalytical procedures, sample preparation, assay controls, instrument data acquisition and calibration, EV characterization, and data reporting. Although this compendium focuses on EVs, many concepts and explanations could also be applied to FCM detection of other particles within the EV size range, such as bacteria, lipoprotein particles, milk fat globules, and viruses.
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Affiliation(s)
- Joshua A Welsh
- Translational Nanobiology Section, Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Ger J A Arkesteijn
- Department of Biomolecular Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands
| | - Michel Bremer
- Institute for Transfusion Medicine, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Michael Cimorelli
- Vesicle Observation Center, Amsterdam University Medical Centers, Amsterdam, The Netherlands
- Experimental Clinical Chemistry, Amsterdam University Medical Centers, Amsterdam, The Netherlands
- Department of Chemical Engineering, Drexel University, Philadelphia, Pennsylvania, USA
| | - Françoise Dignat-George
- Aix Marseille Univ, INSERM, INRAE, C2VN, UFR de Pharmacie, Marseille, France
- Hematology and Vascular Biology Department, CHU La Conception, Assistance Publique-Hôpitaux de Marseille, Marseille, France
| | - Bernd Giebel
- Institute for Transfusion Medicine, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - André Görgens
- Institute for Transfusion Medicine, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
- Clinical Research Center, Department for Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden
- Evox Therapeutics Ltd, Oxford, UK
| | - An Hendrix
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, Ghent, Belgium
| | - Martine Kuiper
- Vesicle Observation Center, Amsterdam University Medical Centers, Amsterdam, The Netherlands
- Experimental Clinical Chemistry, Amsterdam University Medical Centers, Amsterdam, The Netherlands
- Biomedical Engineering & Physics, Amsterdam University Medical Centers, Amsterdam, The Netherlands
- Dutch Metrology Institute, VSL, Delft, The Netherlands
| | - Romaric Lacroix
- Aix Marseille Univ, INSERM, INRAE, C2VN, UFR de Pharmacie, Marseille, France
- Hematology and Vascular Biology Department, CHU La Conception, Assistance Publique-Hôpitaux de Marseille, Marseille, France
| | - Joanne Lannigan
- Flow Cytometry Support Services, LLC, Arlington, Virginia, USA
| | - Ton G van Leeuwen
- Vesicle Observation Center, Amsterdam University Medical Centers, Amsterdam, The Netherlands
- Biomedical Engineering & Physics, Amsterdam University Medical Centers, Amsterdam, The Netherlands
- Amsterdam Cardiovascular Sciences, Atherosclerosis and Ischemic Syndromes, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Estefanía Lozano-Andrés
- Department of Biomolecular Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands
| | - Shoaib Rao
- Institute for Transfusion Medicine, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Stéphane Robert
- Aix Marseille Univ, INSERM, INRAE, C2VN, UFR de Pharmacie, Marseille, France
- Hematology and Vascular Biology Department, CHU La Conception, Assistance Publique-Hôpitaux de Marseille, Marseille, France
| | - Leonie de Rond
- Vesicle Observation Center, Amsterdam University Medical Centers, Amsterdam, The Netherlands
- Experimental Clinical Chemistry, Amsterdam University Medical Centers, Amsterdam, The Netherlands
- Biomedical Engineering & Physics, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Vera A Tang
- Flow Cytometry & Virometry Core Facility, Faculty of Medicine, Department of Biochemistry, Microbiology, and Immunology, University of Ottawa, Ottawa, Ontario, Canada
| | - Tobias Tertel
- Institute for Transfusion Medicine, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Xiaomei Yan
- MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, Key Laboratory for Chemical Biology of Fujian Province, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, Fujian, People's Republic of China
| | - Marca H M Wauben
- Department of Biomolecular Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands
| | - John P Nolan
- Scintillon Institute, San Diego, California, USA
- Cellarcus Biosciences, San Diego, California, USA
| | - Jennifer C Jones
- Translational Nanobiology Section, Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Rienk Nieuwland
- Vesicle Observation Center, Amsterdam University Medical Centers, Amsterdam, The Netherlands
- Experimental Clinical Chemistry, Amsterdam University Medical Centers, Amsterdam, The Netherlands
- Amsterdam Cardiovascular Sciences, Atherosclerosis and Ischemic Syndromes, Amsterdam, The Netherlands
| | - Edwin van der Pol
- Vesicle Observation Center, Amsterdam University Medical Centers, Amsterdam, The Netherlands
- Experimental Clinical Chemistry, Amsterdam University Medical Centers, Amsterdam, The Netherlands
- Biomedical Engineering & Physics, Amsterdam University Medical Centers, Amsterdam, The Netherlands
- Amsterdam Cardiovascular Sciences, Atherosclerosis and Ischemic Syndromes, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
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5
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Wu G, Zhao Y, Li X, Ali MM, Jia S, Ren Y, Hu L. Single-cell extracellular vesicle analysis by microfluidics and beyond. Trends Analyt Chem 2023. [DOI: 10.1016/j.trac.2023.116930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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6
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Chen C, Chen C, Li Y, Gu R, Yan X. Characterization of lipid-based nanomedicines at the single-particle level. Fundamental Research 2022. [DOI: 10.1016/j.fmre.2022.09.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
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7
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Gul B, Syed F, Khan S, Iqbal A, Ahmad I. Characterization of extracellular vesicles by flow cytometry: Challenges and promises. Micron 2022; 161:103341. [DOI: 10.1016/j.micron.2022.103341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 08/03/2022] [Accepted: 08/03/2022] [Indexed: 10/16/2022]
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Kim Y, van der Pol E, Arafa A, Thapa I, J Britton C, Kosti J, Song S, Joshi VB, M Erickson R, Ali H, Lucien F. Calibration and standardization of extracellular vesicle measurements by flow cytometry for translational prostate cancer research. Nanoscale 2022; 14:9781-9795. [PMID: 35770741 DOI: 10.1039/d2nr01160c] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Extracellular vesicles (EVs) are microscopic particles released naturally in biofluids by all cell types. Since EVs inherits genomic and proteomic patterns from the cell of origin, they are emerging as promising liquid biomarkers for human diseases. Flow cytometry is a popular method that is able to detect, characterize and determine the concentration of EVs with minimal sample preparation. However, the limited awareness of the scientific community to utilize standardization and calibration methods of flow cytometers is an important roadblock for data reproducibility and inter-laboratory comparison. A significant collaborative effort by the Extracellular Vesicle Flow Cytometry Working Group has led to the development of guidelines and best practices for using flow cytometry and reporting data in a way to improve rigor and reproducibility in EV research. At first look, standardization and calibration of flow cytometry for EV detection may seem burdensome and technically challenging for non-academic laboratories with limited technical training and knowledge in EV flow cytometry. In this study, we build on prior research efforts and provide a systematic approach to evaluate the performance of a high sensitivity flow cytometer (herein Apogee A60-Micro Plus) and fine-tune settings to improve detection sensitivity for EVs. We performed calibration of our flow cytometer to generate data with comparable units (nanometers, MESF). Finally, we applied our optimized protocol to measure the concentrations of prostate-derived EVs in healthy individuals and prostate cancer patients. In conclusion, our proof-of-feasibility study can serve as a scientific and technical framework for other groups motivated in using flow cytometry for EV research.
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Affiliation(s)
- Yohan Kim
- Department of Urology, Mayo Clinic, Guggenheim 4-97, 200 1st Street SW, Rochester, MN, 55901, USA.
| | - Edwin van der Pol
- Department of Biomedical Engineering and Physics, Amsterdam University Medical Center, Amsterdam, The Netherlands
- Laboratory Experimental Clinical Chemistry, Amsterdam University, Medical Center, Amsterdam, The Netherlands
- Vesicle Observation Center, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Ali Arafa
- Department of Urology, Mayo Clinic, Guggenheim 4-97, 200 1st Street SW, Rochester, MN, 55901, USA.
| | - Ishwor Thapa
- College of Information Science and Technology, University of Nebraska at Omaha, USA
| | - Cameron J Britton
- Department of Urology, Mayo Clinic, Guggenheim 4-97, 200 1st Street SW, Rochester, MN, 55901, USA.
| | - Jorgena Kosti
- Department of Urology, Mayo Clinic, Guggenheim 4-97, 200 1st Street SW, Rochester, MN, 55901, USA.
| | - Siyang Song
- Department of Urology, Mayo Clinic, Guggenheim 4-97, 200 1st Street SW, Rochester, MN, 55901, USA.
| | - Vidhu B Joshi
- Department of Biochemistry and Molecular Biology, Mayo Clinic, Rochester, MN, USA
| | - Ree M Erickson
- Department of Urology, Mayo Clinic, Guggenheim 4-97, 200 1st Street SW, Rochester, MN, 55901, USA.
| | - Hesham Ali
- College of Information Science and Technology, University of Nebraska at Omaha, USA
| | - Fabrice Lucien
- Department of Urology, Mayo Clinic, Guggenheim 4-97, 200 1st Street SW, Rochester, MN, 55901, USA.
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Soukup J, Kostelanská M, Kereïche S, Hujacová A, Pavelcová M, Petrák J, Kubala Havrdová E, Holada K. Flow Cytometry Analysis of Blood Large Extracellular Vesicles in Patients with Multiple Sclerosis Experiencing Relapse of the Disease. J Clin Med 2022; 11:jcm11102832. [PMID: 35628959 PMCID: PMC9145450 DOI: 10.3390/jcm11102832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 05/11/2022] [Accepted: 05/11/2022] [Indexed: 11/23/2022] Open
Abstract
The number of people living with multiple sclerosis (MS) in developed countries is increasing. The management of patients is hindered by the absence of reliable laboratory tests accurately reflecting the disease activity. Extracellular vesicles (EVs) of different cell origin were reportedly elevated in MS patients. We assessed the diagnostic potential, with flow cytometry analysis, of fresh large EVs (lEVs), which scattered more light than the 590 nm silica beads and were isolated from the blood plasma of relapsing remitting MS patients. Venous blood was collected from 15 patients and 16 healthy controls (HC). The lEVs were isolated from fresh platelet-free plasma by centrifugation, labelled with antibodies and the presence of platelet (CD41+, CD36+), endothelial (CD105+), erythrocyte (CD235a+), leukocyte (CD45+, CD19+, CD3+) and phosphatidylserine (Annexin V+) positive lEVs was analyzed using standard flow cytometry. Cryo-electron microscopy was used to verify the presence of EVs in the analyzed plasma fractions. MS patients experiencing acute relapse had slightly reduced relative levels (% of positive lEVs) of CD105+, CD45+, CD3+, CD45+CD3+ or CD19+ labelled lEVs in comparison to healthy controls. An analysis of other markers or a comparison of absolute lEV counts (count of lEVs/µL) did not yield any significant differences. Our data do not support the hypothesis that the exacerbation of the disease in RRMS patients leads to an increased numbers of circulating plasma lEVs which can be monitored by standard flow cytometry.
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Affiliation(s)
- Jakub Soukup
- Institute of Immunology and Microbiology, First Faculty of Medicine, Charles University, 128 00 Prague, Czech Republic; (J.S.); (M.K.); (A.H.)
- Department of Genetics and Microbiology, Faculty of Science, Charles University, 128 44 Prague, Czech Republic
| | - Marie Kostelanská
- Institute of Immunology and Microbiology, First Faculty of Medicine, Charles University, 128 00 Prague, Czech Republic; (J.S.); (M.K.); (A.H.)
| | - Sami Kereïche
- Institute of Biology and Medical Genetics, First Faculty of Medicine, Charles University, 128 00 Prague, Czech Republic;
| | - Andrea Hujacová
- Institute of Immunology and Microbiology, First Faculty of Medicine, Charles University, 128 00 Prague, Czech Republic; (J.S.); (M.K.); (A.H.)
| | - Miluše Pavelcová
- Department of Neurology and Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital, 128 21 Prague, Czech Republic; (M.P.); (E.K.H.)
| | - Jiří Petrák
- BIOCEV, First Faculty of Medicine, Charles University, 252 50 Vestec, Czech Republic;
| | - Eva Kubala Havrdová
- Department of Neurology and Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital, 128 21 Prague, Czech Republic; (M.P.); (E.K.H.)
| | - Karel Holada
- Institute of Immunology and Microbiology, First Faculty of Medicine, Charles University, 128 00 Prague, Czech Republic; (J.S.); (M.K.); (A.H.)
- Correspondence:
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Scalise V, Lombardi S, Sanguinetti C, Nieri D, Pedrinelli R, Celi A, Neri T. A novel prothrombotic role of proprotein convertase subtilisin kexin 9: the generation of procoagulant extracellular vesicles by human mononuclear cells. Mol Biol Rep 2022; 49:4129-4134. [PMID: 35412175 PMCID: PMC9001820 DOI: 10.1007/s11033-022-07433-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 03/25/2022] [Indexed: 10/31/2022]
Abstract
BACKGROUND Proprotein convertase subtilisin kexin 9 (PCSK9) is a serin protease synthesized mainly in the liver that binds the receptor of low-density lipoprotein and promotes its degradation in lysosomes. PCSK9 is considered a promising target for the development of new therapies for the treatment of hypercholesterolemia and related cardiovascular diseases. Extracellular vesicles represent a heterogeneous population of vesicles, ranging in size between 0.05 and 1 μm involved in numerous pathophysiological processes, including blood coagulation. We investigated whether PCSK9 stimulation induces the release of procoagulant extracellular vesicles from human mononuclear cells (PBMCs) and THP-1 cells. METHODS AND RESULTS PBMCs and THP-1 cells were stimulated whit PCSK9, the generation of EV was assessed by the prothrombinase assay and by cytofluorimetric analysis. EV-associated tissue factor activity was assessed by a one-stage clotting assay. PCSK9 induced an increase in extracellular generation by PBMCs and THP-1 cells as well as an increase in extracellular vesicle-associated tissue factor. Pre-treatment with inhibitors of the toll like receptor, TLR4 (C34), and of NF-κB signaling (BAY 11-7082), downregulated PCSK9-induced extracellular vesicle generation and of extracellular- bound tissue factor. Similar effect was obtained by an anti-PCSK9 human-monoclonal antibody. CONCLUSIONS PCSK9-mediated generation of procoagulant EV could contribute to increase the prothrombotic status in patients with cardiovascular diseases.
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Affiliation(s)
- Valentina Scalise
- Centro Dipartimentale di Biologia Cellulare Cardio-Respiratoria, Dipartimento di Patologia Chirurgica, Medica, Molecolare e Dell'Area Critica, University of Pisa, 56126, Pisa, Italy
| | - Stefania Lombardi
- SSD Analisi ChimicoCliniche ed ImmunoAllergologia, USL1, Massa e Carrara, Italy
| | - Chiara Sanguinetti
- Centro Dipartimentale di Biologia Cellulare Cardio-Respiratoria, Dipartimento di Patologia Chirurgica, Medica, Molecolare e Dell'Area Critica, University of Pisa, 56126, Pisa, Italy
| | - Dario Nieri
- Centro Dipartimentale di Biologia Cellulare Cardio-Respiratoria, Dipartimento di Patologia Chirurgica, Medica, Molecolare e Dell'Area Critica, University of Pisa, 56126, Pisa, Italy
| | - Roberto Pedrinelli
- Centro Dipartimentale di Biologia Cellulare Cardio-Respiratoria, Dipartimento di Patologia Chirurgica, Medica, Molecolare e Dell'Area Critica, University of Pisa, 56126, Pisa, Italy
| | - Alessandro Celi
- Centro Dipartimentale di Biologia Cellulare Cardio-Respiratoria, Dipartimento di Patologia Chirurgica, Medica, Molecolare e Dell'Area Critica, University of Pisa, 56126, Pisa, Italy.
| | - Tommaso Neri
- Centro Dipartimentale di Biologia Cellulare Cardio-Respiratoria, Dipartimento di Patologia Chirurgica, Medica, Molecolare e Dell'Area Critica, University of Pisa, 56126, Pisa, Italy
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11
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Zhang Y, Murakami K, Borra VJ, Ozen MO, Demirci U, Nakamura T, Esfandiari L. A Label-Free Electrical Impedance Spectroscopy for Detection of Clusters of Extracellular Vesicles Based on Their Unique Dielectric Properties. Biosensors (Basel) 2022; 12:bios12020104. [PMID: 35200364 PMCID: PMC8869858 DOI: 10.3390/bios12020104] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 02/04/2022] [Accepted: 02/05/2022] [Indexed: 06/01/2023]
Abstract
Extracellular vesicles (EVs) have gained considerable attention as vital circulating biomarkers since their structure and composition resemble the originating cells. The investigation of EVs' biochemical and biophysical properties is of great importance to map them to their parental cells and to better understand their functionalities. In this study, a novel frequency-dependent impedance measurement system has been developed to characterize EVs based on their unique dielectric properties. The system is composed of an insulator-based dielectrophoretic (iDEP) device to entrap and immobilize a cluster of vesicles followed by utilizing electrical impedance spectroscopy (EIS) to measure their impedance at a wide frequency spectrum, aiming to analyze both their membrane and cytosolic charge-dependent contents. The EIS was initially utilized to detect nano-size vesicles with different biochemical compositions, including liposomes synthesized with different lipid compositions, as well as EVs and lipoproteins with similar biophysical properties but dissimilar biochemical properties. Moreover, EVs derived from the same parental cells but treated with different culture conditions were characterized to investigate the correlation of impedance changes with biochemical properties and functionality in terms of pro-inflammatory responses. The system also showed the ability to discriminate between EVs derived from different cellular origins as well as among size-sorted EVs harbored from the same cellular origin. This proof-of-concept approach is the first step towards utilizing EIS as a label-free, non-invasive, and rapid sensor for detection and characterization of pathogenic EVs and other nanovesicles in the future.
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Affiliation(s)
- Yuqian Zhang
- Department of Surgery, Division of Surgical Research, Mayo Clinic, Rochester, MN 55905, USA;
- Microbiome Program, Center for Individualized Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Kazutoshi Murakami
- Division of Endocrinology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229, USA; (K.M.); (V.J.B.); (T.N.)
| | - Vishnupriya J. Borra
- Division of Endocrinology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229, USA; (K.M.); (V.J.B.); (T.N.)
| | - Mehmet Ozgun Ozen
- Canary Center at Stanford for Cancer Early Detection, Department of Radiology, Stanford School of Medicine, Stanford University, Palo Alto, CA 94305, USA; (M.O.O.); (U.D.)
- Bio-Acoustic MEMS in Medicine (BAMM) Laboratory, Department of Radiology, School of Medicine, Stanford University, Palo Alto, CA 94304, USA
| | - Utkan Demirci
- Canary Center at Stanford for Cancer Early Detection, Department of Radiology, Stanford School of Medicine, Stanford University, Palo Alto, CA 94305, USA; (M.O.O.); (U.D.)
- Bio-Acoustic MEMS in Medicine (BAMM) Laboratory, Department of Radiology, School of Medicine, Stanford University, Palo Alto, CA 94304, USA
| | - Takahisa Nakamura
- Division of Endocrinology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229, USA; (K.M.); (V.J.B.); (T.N.)
- Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, OH 45221, USA
- Department of Metabolic Bioregulation, Institute of Development, Aging and Cancer, Tohoku University, Sendai 980-8577, Miyagi, Japan
| | - Leyla Esfandiari
- Department of Biomedical Engineering, College of Engineering and Applied Sciences, University of Cincinnati, Cincinnati, OH 45221, USA
- Department of Electrical Engineering and Computer Science, College of Engineering and Applied Sciences, University of Cincinnati, Cincinnati, OH 45221, USA
- Department of Environmental and Public Health Sciences, University of Cincinnati, Cincinnati, OH 45221, USA
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12
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van der Pol E, Welsh JA, Nieuwland R. Minimum information to report about a flow cytometry experiment on extracellular vesicles: Communication from the ISTH SSC subcommittee on vascular biology. J Thromb Haemost 2022; 20:245-251. [PMID: 34637195 PMCID: PMC8729195 DOI: 10.1111/jth.15540] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 09/10/2021] [Accepted: 09/27/2021] [Indexed: 01/12/2023]
Abstract
The Extracellular Vesicle Flow Cytometry Working Group (http://www.evflowcytometry.org) is formed by members of the International Society for Extracellular Vesicles (ISEV), the International Society for Advancement of Cytometry (ISAC), and the International Society on Thrombosis and Haemostasis (ISTH). This working group of flow cytometry experts develops guidelines for best practices regarding flow cytometry detection of extracellular vesicles. To improve rigor and standardization, this working group published a framework outlining the minimal information to report about a flow cytometry experiment on extracellular vesicles (MIFlowCyt-EV) in the Journal of Extracellular Vesicles, the ISEV journal, in 2020. In parallel, an article explaining MIFlowCyt-EV was published in Cytometry Part A, one of the ISAC journals, and now will be introduced to the ISTH as an SSC Communication in the Journal of Thrombosis and Haemostasis. The goal of this SSC Communication is to explain why flow cytometry is becoming the instrument of choice to characterize single extracellular vesicles, the obstacles that have been identified and (mostly) overcome by developing procedures to calibrate flow cytometers, and the relevance of reporting minimal information to improve reliability and reproducibility of experiments in which flow cytometers are used for characterization of extracellular vesicles.
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Affiliation(s)
- Edwin van der Pol
- Vesicle Observation CenterAmsterdam University Medical CentersLocation AMCUniversity of AmsterdamAmsterdamthe Netherlands
- Laboratory Experimental Clinical ChemistryAmsterdam University Medical CentersLocation AMCUniversity of AmsterdamAmsterdamthe Netherlands
- Biomedical Engineering and PhysicsAmsterdam University Medical CentersLocation AMCUniversity of AmsterdamAmsterdamthe Netherlands
| | - Joshua A. Welsh
- Translational Nanobiology SectionLaboratory of PathologyCenter for Cancer ResearchNational Cancer InstituteNational Institutes of HealthBethesdaMarylandUSA
| | - Rienk Nieuwland
- Vesicle Observation CenterAmsterdam University Medical CentersLocation AMCUniversity of AmsterdamAmsterdamthe Netherlands
- Laboratory Experimental Clinical ChemistryAmsterdam University Medical CentersLocation AMCUniversity of AmsterdamAmsterdamthe Netherlands
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13
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Abstract
There is an ever-growing need for new cancer diagnostic approaches that provide earlier diagnosis as well as richer diagnostic, prognostic, and resistance information. Extracellular vesicles (EVs) recovered from a liquid biopsy have paradigm-shifting potential to offer earlier and more complete diagnostic information in the form of a minimally invasive liquid biopsy. However, much remains unknown about EVs, and current analytical approaches are unable to provide precise information about the contents and source of EVs. New approaches have emerged to analyze EVs at the single particle level, providing the opportunity to study biogenesis, correlate markers for higher specificity, and connect EV cargo with the source or destination. In this critical review we describe and analyze methods for single EV analysis that have emerged over the last five years. In addition, we note that current methods are limited in their adoption due to cost and complexity and we offer opportunities for the research community to address this challenge.
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14
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de Rond L, Coumans FAW, Welsh JA, Nieuwland R, van Leeuwen TG, van der Pol E. Quantification of Light Scattering Detection Efficiency and Background in Flow Cytometry. Cytometry A 2021; 99:671-679. [PMID: 33085220 PMCID: PMC8359315 DOI: 10.1002/cyto.a.24243] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 10/09/2020] [Accepted: 10/13/2020] [Indexed: 11/30/2022]
Affiliation(s)
- Leonie de Rond
- Biomedical Engineering and PhysicsAmsterdam UMC, University of AmsterdamAmsterdamthe Netherlands
- Laboratory Experimental Clinical ChemistryAmsterdam UMC, University of AmsterdamAmsterdamthe Netherlands
- Vesicle Observation CenterAmsterdam UMC, University of AmsterdamAmsterdamthe Netherlands
| | - Frank A. W. Coumans
- Biomedical Engineering and PhysicsAmsterdam UMC, University of AmsterdamAmsterdamthe Netherlands
- Laboratory Experimental Clinical ChemistryAmsterdam UMC, University of AmsterdamAmsterdamthe Netherlands
- Vesicle Observation CenterAmsterdam UMC, University of AmsterdamAmsterdamthe Netherlands
| | - Joshua A. Welsh
- Center for Cancer ResearchNational Cancer Institute, National Institute of HealthBethesdaMarylandUSA
| | - Rienk Nieuwland
- Laboratory Experimental Clinical ChemistryAmsterdam UMC, University of AmsterdamAmsterdamthe Netherlands
- Vesicle Observation CenterAmsterdam UMC, University of AmsterdamAmsterdamthe Netherlands
| | - Ton G. van Leeuwen
- Biomedical Engineering and PhysicsAmsterdam UMC, University of AmsterdamAmsterdamthe Netherlands
- Vesicle Observation CenterAmsterdam UMC, University of AmsterdamAmsterdamthe Netherlands
| | - Edwin van der Pol
- Biomedical Engineering and PhysicsAmsterdam UMC, University of AmsterdamAmsterdamthe Netherlands
- Laboratory Experimental Clinical ChemistryAmsterdam UMC, University of AmsterdamAmsterdamthe Netherlands
- Vesicle Observation CenterAmsterdam UMC, University of AmsterdamAmsterdamthe Netherlands
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15
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Görgens A, Nolan JP. Aiming to Compare Apples to Apples: Analysis of Extracellular Vesicles and Other Nanosized Particles by Flow Cytometry. Cytometry A 2020; 97:566-568. [PMID: 32562309 DOI: 10.1002/cyto.a.24173] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Affiliation(s)
- André Görgens
- Department of Laboratory Medicine, Clinical Research Center, Karolinska Institutet, Stockholm, Sweden.,Institute for Transfusion Medicine, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - John P Nolan
- Scintillon Institute, San Diego, California, USA
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16
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Hamilton N, Claudio NM, Armstrong RJ, Pucci F. Cell Surface Labeling by Engineered Extracellular Vesicles. ACTA ACUST UNITED AC 2020; 4:e2000007. [PMID: 32390342 DOI: 10.1002/adbi.202000007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Revised: 04/07/2020] [Accepted: 04/14/2020] [Indexed: 01/02/2023]
Abstract
Extracellular vesicles (EVs) can mediate local and long-range intercellular communication via cell surface signaling. In order to perform in vivo studies of unmanipulated, endogenously released EVs, sensitive but stringent approaches able to detect EV-cell surface interactions are needed. However, isolation and reinfusion of EVs can introduce biases. A rigorous way to study EVs in vivo is by genetically engineering membrane-bound reporters into parental cells. Still, the amount of reporter molecules that EVs can carry is relatively small, and thus, the sensitivity of the approach is suboptimal. This work addresses this issue by engineering EVs to display a membrane-bound form of Sortase A (SrtA), a bacterial transpeptidase that can catalyze the transfer of reporter molecules on the much bigger surface of EV-binding cells. SrtA design and reaction requirements are optimized and validated. Efficient in vitro labeling of EV-binding cells is achieved, even in the presence of only one N-terminal glycine on cell surface proteins. As compared to indirect labeling of EV-binding cells (e.g., using CD63-GFP fusion), the SrtA-based approach shows 1-2 log increase in sensitivity, depending on the EV source. This novel approach will be useful to identify and study the full set of host cells interacting with native EVs in vivo.
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Affiliation(s)
- Nicklas Hamilton
- Department of Otolaryngology-Head and Neck Surgery, Oregon Health and Science University, Portland, OR, USA
| | - Natalie M Claudio
- Department of Otolaryngology-Head and Neck Surgery, Oregon Health and Science University, Portland, OR, USA.,Department of Cell, Developmental & Cancer Biology, Oregon Health and Science University, Portland, OR, USA
| | - Randall J Armstrong
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR, USA.,Department of Cancer Early Detection Advanced Research (CEDAR), Oregon Health and Science University, Portland, OR, USA
| | - Ferdinando Pucci
- Department of Otolaryngology-Head and Neck Surgery, Oregon Health and Science University, Portland, OR, USA.,Department of Cell, Developmental & Cancer Biology, Oregon Health and Science University, Portland, OR, USA.,Knight Cancer Institute, Oregon Health and Science University, Portland, OR, USA
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