Cited by 56Extracellular vesicles in diseaseNanoparticle-Based Drug DeliveryMicrofluidic and Bio-sensing Technologies

Physical association of low density lipoprotein particles and extracellular vesicles unveiled by single particle analysis

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Lozano‐Andrés, Estefanía, Enciso‐Martinez, Agustin, Gijsbers, Abril, Ridolfi, Andrea, Van Niel, Guillaume, Libregts, Sten F. W. M., Pinheiro, Cláudio, van Herwijnen, Martijn J. C. +7 more·2023·Journal of Extracellular Vesicles

Published version of a preprint

Abstract

Extracellular vesicles (EVs) in blood plasma are recognized as potential biomarkers for disease. Although blood plasma is easily obtainable, analysis of EVs at the single particle level is still challenging due to the biological complexity of this body fluid. Besides EVs, plasma contains different types of lipoproteins particles (LPPs), that outnumber EVs by orders of magnitude and which partially overlap in biophysical properties such as size, density and molecular makeup. Consequently, during EV isolation LPPs are often co‐isolated. Furthermore, physical EV‐LPP complexes have been observed in purified EV preparations. Since co‐isolation or association of LPPs can impact EV‐based analysis and biomarker profiling, we investigated the presence and formation of EV‐LPP complexes in biological samples by using label‐free atomic force microscopy, cryo‐electron tomography and synchronous Rayleigh and Raman scattering analysis of optically trapped particles and fluorescence‐based high sensitivity single particle flow cytometry. Furthermore, we evaluated the impact on flow cytometric analysis in the presence of LPPs using in vitro spike‐in experiments of purified tumour cell line‐derived EVs in different classes of purified human LPPs. Based on orthogonal single‐particle analysis techniques we demonstrate that EV‐LPP complexes can form under physiological conditions. Furthermore, we show that in fluorescence‐based flow cytometric EV analysis staining of LPPs, as well as EV‐LPP associations, can influence quantitative and qualitative EV analysis. Lastly, we demonstrate that the colloidal matrix of the biofluid in which EVs reside impacts their buoyant density, size and/or refractive index (RI), which may have consequences for down‐stream EV analysis and EV biomarker profiling.

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Research works printed but not linked: 52

  1. Alonzi, T., Mancone, C., Amicone, L., & Tripodi, M. (2008). Elucidation of lipoprotein particles structure by proteomic analysis. Expert Review of Proteomics, 5(1), 91– 104. 18282126
  2. Arkesteijn, G. J. A., Lozano‐Andrés, E., Libregts, S. F. W. M., & Wauben, M. H. M. (2020). Improved flow cytometric light scatter detection of submicron‐sized particles by reduction of optical background signals. Cytometry Part A: The Journal of the International Society for Analytical Cytology, 97(6), 610– 619. 32459071 PMC7384008
  3. Arraud, N., Gounou, C., Turpin, D., & Brisson, A. R. (2016). Fluorescence triggering: A general strategy for enumerating and phenotyping extracellular vesicles by flow cytometry. Cytometry Part A: The Journal of the International Society for Analytical Cytology, 89(2), 184– 195. 25857288
  4. Baranyai, T., Herczeg, K., Onódi, Z., Voszka, I., Módos, K., Marton, N., Nagy, G., Mäger, I., Wood, M. J., El Andaloussi, S., Pálinkás, Z., Kumar, V., Nagy, P., Kittel, Á., Buzás, E. I., Ferdinandy, P., & Giricz, Z. (2015). Isolation of exosomes from blood plasma: qualitative and quantitative comparison of ultracentrifugation and size exclusion chromatography methods. PLoS One, 10(12), e0145686. 26690353 PMC4686892
  5. Botha, J., Handberg, A., & Simonsen, J. B. (2022). Lipid‐based strategies used to identify extracellular vesicles in flow cytometry can be confounded by lipoproteins: Evaluations of annexin V, lactadherin, and detergent lysis. Journal of Extracellular Vesicles, 11(4), e12200. 35362259 PMC8971177
  6. Boukouris, S., & Mathivanan, S. (2015). Exosomes in bodily fluids are a highly stable resource of disease biomarkers. Proteomics. Clinical Applications, 9(3–4), 358– 367. 25684126 PMC5502131
  7. Busatto, S., Yang, Y., Walker, S. A., Davidovich, I., Lin, W. H., Lewis‐Tuffin, L., Anastasiadis, P. Z., Sarkaria, J., Talmon, Y., Wurtz, G., & Wolfram, J. (2020). Brain metastases‐derived extracellular vesicles induce binding and aggregation of low‐density lipoprotein. Journal of Nanobiotechnology, 18(1), 162. 33160390 PMC7648399
  8. Cizmar, P., & Yuana, Y. (2017). Detection and characterization of extracellular vesicles by transmission and cryo‐transmission electron microscopy. Methods in Molecular Biology (Clifton, N.J.), 1660, 221– 232. 28828660
  9. Corona, M. L., Hurbain, I., Raposo, G., & van Niel, G. (2023). Characterization of extracellular vesicles by transmission electron microscopy and immunolabeling electron microscopy. Methods in Molecular Biology (Clifton, N.J.), 2668, 33– 43. 37140788
  10. Enciso‐Martinez, A., Van Der Pol, E., Hau, C. M., Nieuwland, R., Van Leeuwen, T. G., Terstappen, L. W. M. M., & Otto, C. (2020). Label‐free identification and chemical characterisation of single extracellular vesicles and lipoproteins by synchronous Rayleigh and Raman scattering. Journal of Extracellular Vesicles, 9(1), 1730134. 32158522 PMC7048173
  11. Enciso‐Martinez, A., van der Pol, E., Lenferink, A. T. M., Terstappen, L. W. M. M., van Leeuwen, T. G., & Otto, C. (2020). Synchronized Rayleigh and Raman scattering for the characterization of single optically trapped extracellular vesicles. Nanomedicine: Nanotechnology, Biology, and Medicine, 24, 102109. 31669420
  12. Fais, S., O'Driscoll, L., Borras, F. E., Buzas, E., Camussi, G., Cappello, F., Carvalho, J., Cordeiro da Silva, A., Del Portillo, H., El Andaloussi, S., Ficko Trček, T., Furlan, R., Hendrix, A., Gursel, I., Kralj‐Iglic, V., Kaeffer, B., Kosanovic, M., Lekka, M. E., Lipps, G., … Giebel, B. (2016). Evidence‐based clinical use of nanoscale extracellular vesicles in nanomedicine. ACS Nano, 10(4), 3886– 3899. 26978483
  13. Feingold, K. R., & Grunfeld, C. (2000). Introduction to lipids and lipoproteins. In K. R. Feingold et al. (Ed.), Endotext. South Dartmouth (MA).
  14. Geeurickx, E., Tulkens, J., Dhondt, B., Van Deun, J., Lippens, L., Vergauwen, G., Heyrman, E., De Sutter, D., Gevaert, K., Impens, F., Miinalainen, I., Van Bockstal, P. J., De Beer, T., Wauben, M. H. M., Nolte‐’t‐Hoen, E. N. M., Bloch, K., Swinnen, J. V., van der Pol, E., Nieuwland, R., … Hendrix, A. (2019). The generation and use of recombinant extracellular vesicles as biological reference material. Nature Communications, 10(1), 3288. PMC6650486 31337761
  15. Groot Kormelink, T., Arkesteijn, G. J., Nauwelaers, F. A., van den Engh, G., Nolte‐’t Hoen, E. N., & Wauben, M. H. (2016). Prerequisites for the analysis and sorting of extracellular vesicle subpopulations by high‐resolution flow cytometry. Cytometry. Part A: The Journal of the International Society for Analytical Cytology, 89(2), 135– 147. 25688721
  16. Ivanova, E. A., Bobryshev, Y. V., & Orekhov, A. N. (2015). LDL electronegativity index: A potential novel index for predicting cardiovascular disease. Vascular Health and Risk Management, 11, 525– 532. 26357481 PMC4559248
  17. Karimi, N., Cvjetkovic, A., Jang, S. C., Crescitelli, R., Hosseinpour Feizi, M. A., Nieuwland, R., Lötvall, J., & Lässer, C. (2018). Detailed analysis of the plasma extracellular vesicle proteome after separation from lipoproteins. Cellular and Molecular Life Sciences: CMLS, 75(15), 2873– 2886. 29441425 PMC6021463
  18. Libregts, S. F. W. M., Arkesteijn, G. J. A., Németh, A., Nolte‐’t Hoen, E. N. M., & Wauben, M. H. M. (2018). Flow cytometric analysis of extracellular vesicle subsets in plasma: Impact of swarm by particles of non‐interest. Journal of Thrombosis and Haemostasis: JTH, 16(7), 1423– 1436. 29781099
  19. Linares, R., Tan, S., Gounou, C., Arraud, N., & Brisson, A. R. (2015). High‐speed centrifugation induces aggregation of extracellular vesicles. Journal of Extracellular Vesicles, 4, 29509. 26700615 PMC4689953
  20. Lozano‐Andrés, E., Broeck, T. V. D., Wang, L., Mehrpouyan, M., Tian, Y., Yan, X., Wauben, M. H. M., & Arkesteijn, G. J. A. (2021). Considerations for MESF‐bead based assignment of absolute fluorescence values to nanoparticles and extracellular vesicles by flow cytometry. BioRxiv, 2021.03.01.433358.
  21. Lu, M., & Gursky, O. (2013). Aggregation and fusion of low‐density lipoproteins in vivo and in vitro. Biomolecular Concepts, 4(5), 501– 518. 25197325 PMC4154560
  22. Mastronarde, D. N., & Held, S. R. (2017). Automated tilt series alignment and tomographic reconstruction in IMOD. Journal of Structural Biology, 197(2), 102– 113. 27444392 PMC5247408
  23. Morales‐Kastresana, A., Telford, B., Musich, T. A., McKinnon, K., Clayborne, C., Braig, Z., Rosner, A., Demberg, T., Watson, D. C., Karpova, T. S., Freeman, G. J., DeKruyff, R. H., Pavlakis, G. N., Terabe, M., Robert‐Guroff, M., Berzofsky, J. A., & Jones, J. C. (2017). Labeling extracellular vesicles for nanoscale flow cytometry. Scientific Reports, 7(1), 1878. 28500324 PMC5431945
  24. Nečas, D., & Klapetek, P. (2012). Gwyddion: An open‐source software for SPM data analysis. Open Physics, 10(1), 181– 188.
  25. Nolan, J. P. (2015). Flow cytometry of extracellular vesicles: Potential, pitfalls, and prospects. Current Protocols in Cytometry, 73, 13.14.1– 13.14.16. 26132176
  26. Onódi, Z., Pelyhe, C., Terézia Nagy, C., Brenner, G. B., Almási, L., Kittel, Á., Manček‐Keber, M., Ferdinandy, P., Buzás, E. I., & Giricz, Z. (2018). Isolation of high‐purity extracellular vesicles by the combination of iodixanol density gradient ultracentrifugation and bind‐elute chromatography from blood plasma. Frontiers in Physiology, 9, 1479. 30405435 PMC6206048
  27. Osteikoetxea, X., Sódar, B., Németh, A., Szabó‐Taylor, K., Pálóczi, K., Vukman, K. V., Tamási, V., Balogh, A., Kittel, Á., Pállinger, É., & Buzás, E. I. (2015). Differential detergent sensitivity of extracellular vesicle subpopulations. Organic & Biomolecular Chemistry, 13(38), 9775– 9782. 26264754
  28. Pužar Dominkuš, P., Stenovec, M., Sitar, S., Lasič, E., Zorec, R., Plemenitaš, A., Žagar, E., Kreft, M., & Lenassi, M. (2018). PKH26 labeling of extracellular vesicles: Characterization and cellular internalization of contaminating PKH26 nanoparticles. Biochimica et Biophysica Acta. Biomembranes, 1860(6), 1350– 1361. 29551275
  29. Ridolfi, A., Brucale, M., Montis, C., Caselli, L., Paolini, L., Borup, A., Boysen, A. T., Loria, F., van Herwijnen, M. J. C., Kleinjan, M., Nejsum, P., Zarovni, N., Wauben, M. H. M., Berti, D., Bergese, P., & Valle, F. (2020). AFM‐based high‐throughput nanomechanical screening of single extracellular vesicles. Analytical Chemistry, 92(15), 10274– 10282. 32631050
  30. Ridolfi, A., Conti, L., Brucale, M., Frigerio, R., Cardellini, J., Musico, A., Romano, M., Zendrini, A., Polito, L., Bergamaschi, G., Gori, A., Montis, C., Barile, L., Berti, D., Radeghieri, A., Bergese, P., Cretich, M., & Valle, F. (2022). Compositional profiling of EV‐lipoprotein mixtures by AFM nanomechanical imaging. BioRxiv, 2022.07.19.500441. PMC10585431 37855042
  31. Shen, W., Guo, K., Adkins, G. B., Jiang, Q., Liu, Y., Sedano, S., Duan, Y., Yan, W., Wang, S. E., Bergersen, K., Worth, D., Wilson, E. H., & Zhong, W. (2018). A single extracellular vesicle (EV) flow cytometry approach to reveal EV heterogeneity. Angewandte Chemie (International ed. in English), 57(48), 15675– 15680. 30291794 PMC6246790
  32. Simonsen, J. B. (2017). What are we looking at? Extracellular vesicles, lipoproteins, or both? Circulation Research, 121(8), 920– 922. 28963190
  33. Simonsen, J. B. (2019). Pitfalls associated with lipophilic fluorophore staining of extracellular vesicles for uptake studies. Journal of Extracellular Vesicles, 8(1), 1582237. 30815239 PMC6383605
  34. Sódar, B. W., Kittel, Á., Pálóczi, K., Vukman, K. V., Osteikoetxea, X., Szabó‐Taylor, K., Németh, A., Sperlágh, B., Baranyai, T., Giricz, Z., Wiener, Z., Turiák, L., Drahos, L., Pállinger, É., Vékey, K., Ferdinandy, P., Falus, A., & Buzás, E. I. (2016). Low‐density lipoprotein mimics blood plasma‐derived exosomes and microvesicles during isolation and detection. Scientific Reports, 6, 24316. 27087061 PMC4834552
  35. Stoner, S. A., Duggan, E., Condello, D., Guerrero, A., Turk, J. R., Narayanan, P. K., & Nolan, J. P. (2016). High sensitivity flow cytometry of membrane vesicles. Cytometry Part A: The Journal of the International Society for Analytical Cytology, 89(2), 196– 206. 26484737
  36. Takov, K., Yellon, D. M., & Davidson, S. M. (2018). Comparison of small extracellular vesicles isolated from plasma by ultracentrifugation or size‐exclusion chromatography: Yield, purity and functional potential. Journal of Extracellular Vesicles, 8(1), 1560809. 30651940 PMC6327926
  37. Théry, C., Ostrowski, M., & Segura, E. (2009). Membrane vesicles as conveyors of immune responses. Nature Reviews Immunology, 9(8), 581– 593. 19498381
  38. Théry, C., Witwer, K. W., Aikawa, E., Alcaraz, M. J., Anderson, J. D., Andriantsitohaina, R., Antoniou, A., Arab, T., Archer, F., Atkin‐Smith, G. K., Ayre, D. C., Bach, J. M., Bachurski, D., Baharvand, H., Balaj, L., Baldacchino, S., Bauer, N. N., Baxter, A. A., Bebawy, M., … Zuba‐Surma, E. K. (2018). Minimal information for studies of extracellular vesicles 2018 (MISEV2018): A position statement of the International Society for Extracellular Vesicles and update of the MISEV2014 guidelines. Journal of Extracellular Vesicles, 7(1), 1535750. 30637094 PMC6322352
  39. Tóth, E. Á., Turiák, L., Visnovitz, T., Cserép, C., Mázló, A., Sódar, B. W., Försönits, A. I., Petővári, G., Sebestyén, A., Komlósi, Z., Drahos, L., Kittel, Á., Nagy, G., Bácsi, A., Dénes, Á., Gho, Y. S., Szabó‐Taylor, K. É., & Buzás, E. I. (2021). Formation of a protein corona on the surface of extracellular vesicles in blood plasma. Journal of Extracellular Vesicles, 10(11), e12140. 34520123 PMC8439280
  40. Tulkens, J., De Wever, O., & Hendrix, A. (2020). Analyzing bacterial extracellular vesicles in human body fluids by orthogonal biophysical separation and biochemical characterization. Nature Protocols, 15(1), 40– 67. 31776460
  41. van der Pol, E., de Rond, L., Coumans, F. A. W., Gool, E. L., Böing, A. N., Sturk, A., Nieuwland, R., & van Leeuwen, T. G. (2018). Absolute sizing and label‐free identification of extracellular vesicles by flow cytometry. Nanomedicine: Nanotechnology, Biology, and Medicine, 14(3), 801– 810. 29307842
  42. van der Vlist, E. J., Nolte‐’t Hoen, E. N., Stoorvogel, W., Arkesteijn, G. J., & Wauben, M. H. (2012). Fluorescent labeling of nano‐sized vesicles released by cells and subsequent quantitative and qualitative analysis by high‐resolution flow cytometry. Nature Protocols, 7(7), 1311– 1326. 22722367
  43. Van Deun, J., Mestdagh, P., Sormunen, R., Cocquyt, V., Vermaelen, K., Vandesompele, J., Bracke, M., De Wever, O., & Hendrix, A. (2014). The impact of disparate isolation methods for extracellular vesicles on downstream RNA profiling. Journal of Extracellular Vesicles, 3, 24858. PMC4169610 25317274
  44. Vergauwen, G., Dhondt, B., Van Deun, J., De Smedt, E., Berx, G., Timmerman, E., Gevaert, K., Miinalainen, I., Cocquyt, V., Braems, G., Van den Broecke, R., Denys, H., De Wever, O., & Hendrix, A. (2017). Confounding factors of ultrafiltration and protein analysis in extracellular vesicle research. Scientific Reports, 7(1), 2704. 28577337 PMC5457435
  45. Vergauwen, G., Tulkens, J., Pinheiro, C., Avila Cobos, F., Dedeyne, S., De Scheerder, M. A., Vandekerckhove, L., Impens, F., Miinalainen, I., Braems, G., Gevaert, K., Mestdagh, P., Vandesompele, J., Denys, H., De Wever, O., & Hendrix, A. (2021). Robust sequential biophysical fractionation of blood plasma to study variations in the biomolecular landscape of systemically circulating extracellular vesicles across clinical conditions. Journal of Extracellular Vesicles, 10(10), e12122. 34429857 PMC8363909
  46. Welsh, J. A., Holloway, J. A., Wilkinson, J. S., & Englyst, N. A. (2017). Extracellular vesicle flow cytometry analysis and standardization. Frontiers in Cell and Developmental Biology, 5, 78. 28913335 PMC5582084
  47. Welsh, J. A., Horak, P., Wilkinson, J. S., Ford, V. J., Jones, J. C., Smith, D., Holloway, J. A., & Englyst, N. A. (2020). FCMPASS software aids extracellular vesicle light scatter standardization. Cytometry Part A: The Journal of the International Society for Analytical Cytology, 97(6), 569– 581. 31250561 PMC7061335
  48. Welsh, J. A., Van Der Pol, E., Arkesteijn, G. J. A., Bremer, M., Brisson, A., Coumans, F., Dignat‐George, F., Duggan, E., Ghiran, I., Giebel, B., Görgens, A., Hendrix, A., Lacroix, R., Lannigan, J., Libregts, S. F. W. M., Lozano‐Andrés, E., Morales‐Kastresana, A., Robert, S., De Rond, L., … Jones, J. C. (2020). MIFlowCyt‐EV: A framework for standardized reporting of extracellular vesicle flow cytometry experiments. Journal of Extracellular Vesicles, 9(1), 1713526. 32128070 PMC7034442
  49. Wolf, M., Poupardin, R. W., Ebner‐Peking, P., Andrade, A. C., Blöchl, C., Obermayer, A., Gomes, F. G., Vari, B., Maeding, N., Eminger, E., Binder, H. M., Raninger, A. M., Hochmann, S., Brachtl, G., Spittler, A., Heuser, T., Ofir, R., Huber, C. G., Aberman, Z., … Strunk, D. (2022). A functional corona around extracellular vesicles enhances angiogenesis, skin regeneration and immunomodulation. Journal of Extracellular Vesicles, 11(4), e12207. 35398993 PMC8994701
  50. Yuana, Y., Koning, R. I., Kuil, M. E., Rensen, P. C., Koster, A. J., Bertina, R. M., & Osanto, S. (2013). Cryo‐electron microscopy of extracellular vesicles in fresh plasma. Journal of Extracellular Vesicles, 2, 21494. PMC3895263 24455109
  51. Yuana, Y., Levels, J., Grootemaat, A., Sturk, A., & Nieuwland, R. (2014). Co‐isolation of extracellular vesicles and high‐density lipoproteins using density gradient ultracentrifugation. Journal of Extracellular Vesicles, 3, 23262. PMC4090368 25018865
  52. Zonneveld, M. I., van Herwijnen, M. J. C., Fernandez‐Gutierrez, M. M., Giovanazzi, A., de Groot, A. M., Kleinjan, M., van Capel, T. M. M., Sijts, A. J. A. M., Taams, L. S., Garssen, J., de Jong, E. C., Kleerebezem, M., Nolte‐’t Hoen, E. N. M., Redegeld, F. A., & Wauben, M. H. M. (2021). Human milk extracellular vesicles target nodes in interconnected signalling pathways that enhance oral epithelial barrier function and dampen immune responses. Journal of Extracellular Vesicles, 10(5), e12071. 33732416 PMC7944547

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Authors
Lozano‐Andrés, E., Enciso‐Martinez, A., Gijsbers, A., Ridolfi, A., Van Niel, G., Libregts, S. F. W. M., Pinheiro, C., van Herwijnen, M. J. C., Hendrix, A., Brucale, M., Valle, F., Peters, P. J., Otto, C., Arkesteijn, G. J. A., & Wauben, M. H. M.
Affiliations
  • Department of Biomolecular Health Sciences, Faculty of Veterinary Medicine Utrecht University Utrecht The Netherlands
  • Leiden University Medical Center (NL)
  • Maastricht University (NL)
  • Vrije Universiteit Amsterdam (NL)
  • Institute for Psychiatry and Neuroscience of Paris Hopital Saint‐Anne, Université Descartes Paris France
  • Utrecht University (NL)
  • Ghent University (BE)
  • Institute of Nanostructured Materials (IT)
  • University of Twente (NL)
Corresponding author
Wauben, Marca H. M.
Venue
Journal of Extracellular Vesicles
Publisher
Wiley
Published
2023-11
Volume
12
Issue
11
Pages
e12376-e12376
ISSN
2001-3078 (ISSN-L)
OpenAlex
W4388528065
Cited by
56
References
1
Citations by year
2026: 15 · 2025: 21 · 2024: 16 · 2023: 4
FWCI
4.97
Type
journal article
Language
en
Open access
Locations
  • Journal of Extracellular Vesicles (publishedVersion, cc-by)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Research Publications (Maastricht University) (publishedVersion, cc-by)
  • VU Research Portal (publishedVersion, other-oa)
  • University of Twente Research Information (publishedVersion, cc-by)
  • Leiden Repository (Leiden University) (submittedVersion, cc-by)
  • Ghent University Academic Bibliography (Ghent University) (submittedVersion, cc-by)
  • HAL (submittedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • Utrecht University Repository (Utrecht University) (submittedVersion, other-oa)
  • University of Twente Research Information (submittedVersion)
Funders
Fondation pour la Recherche Médicale (AJE20160635884)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Extracellular vesicles in disease
  • Physical Sciences › Materials Science › Biomaterials › Nanoparticle-Based Drug Delivery
  • Physical Sciences › Engineering › Biomedical Engineering › Microfluidic and Bio-sensing Technologies
Keywords
extracellular vesicles, low-density lipoprotein, lipoprotein particles, plasma, buoyant density, refractive index, flow cytometry, single-particle analysis, cryo-electron tomography, atomic force microscopy, biomarker profiling
MeSH terms
Extracellular Vesicles, Single Molecule Imaging, Humans, Lipoproteins, LDL, Biomarkers, Cell Line, Tumor

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