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Clinical Research
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Comparing Approaches to Normalize, Quantify, and Characterize Urinary Extracellular Vesicles

Charles J. Blijdorp, Omar A. Z. Tutakhel, Thomas A. Hartjes, Thierry P. P. van den Bosch, Martijn H. van Heugten, Juan Pablo Rigalli, Rob Willemsen, Usha M. Musterd-Bhaggoe, Eric R. Barros, Roger Carles-Fontana, Cristian A. Carvajal, Onno J. Arntz, Fons A. J. van de Loo, Guido Jenster, Marian C. Clahsen-van Groningen, Cathy A. Cuevas, David Severs, Robert A. Fenton, Martin E. van Royen, Joost G. J. Hoenderop, René J. M. Bindels and Ewout J. Hoorn
JASN March 2021, ASN.2020081142; DOI: https://doi.org/10.1681/ASN.2020081142
Charles J. Blijdorp
1Division of Nephrology and Transplantation, Department of Internal Medicine, Erasmus Medical Center, University Medical Center Rotterdam, Rotterdam, The Netherlands
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Omar A. Z. Tutakhel
2Department of Physiology, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, The Netherlands
3Department of Translational Metabolic Laboratory, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, The Netherlands
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Thomas A. Hartjes
4Department of Pathology, Erasmus Medical Center, University Medical Center Rotterdam, Rotterdam, The Netherlands
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Thierry P. P. van den Bosch
4Department of Pathology, Erasmus Medical Center, University Medical Center Rotterdam, Rotterdam, The Netherlands
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Martijn H. van Heugten
1Division of Nephrology and Transplantation, Department of Internal Medicine, Erasmus Medical Center, University Medical Center Rotterdam, Rotterdam, The Netherlands
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Juan Pablo Rigalli
2Department of Physiology, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, The Netherlands
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Rob Willemsen
5Department of Clinical Genetics, Erasmus Medical Center, University Medical Center Rotterdam, Rotterdam, The Netherlands
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Usha M. Musterd-Bhaggoe
1Division of Nephrology and Transplantation, Department of Internal Medicine, Erasmus Medical Center, University Medical Center Rotterdam, Rotterdam, The Netherlands
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Eric R. Barros
2Department of Physiology, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, The Netherlands
6Department of Endocrinology, School of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile
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Roger Carles-Fontana
2Department of Physiology, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, The Netherlands
7Institute of Hepatology, Faculty of Life Sciences and Medicine, King’s College London, London, United Kingdom
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Cristian A. Carvajal
6Department of Endocrinology, School of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile
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Onno J. Arntz
8Department of Experimental Rheumatology, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, The Netherlands
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Fons A. J. van de Loo
8Department of Experimental Rheumatology, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, The Netherlands
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Guido Jenster
9Department of Urology, Erasmus Medical Center, University Medical Center Rotterdam, Rotterdam, The Netherlands
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Marian C. Clahsen-van Groningen
4Department of Pathology, Erasmus Medical Center, University Medical Center Rotterdam, Rotterdam, The Netherlands
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Cathy A. Cuevas
1Division of Nephrology and Transplantation, Department of Internal Medicine, Erasmus Medical Center, University Medical Center Rotterdam, Rotterdam, The Netherlands
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David Severs
1Division of Nephrology and Transplantation, Department of Internal Medicine, Erasmus Medical Center, University Medical Center Rotterdam, Rotterdam, The Netherlands
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Robert A. Fenton
10Department of Biomedicine, University of Aarhus, Aarhus, Denmark
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Martin E. van Royen
4Department of Pathology, Erasmus Medical Center, University Medical Center Rotterdam, Rotterdam, The Netherlands
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Joost G. J. Hoenderop
2Department of Physiology, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, The Netherlands
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René J. M. Bindels
2Department of Physiology, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, The Netherlands
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Ewout J. Hoorn
1Division of Nephrology and Transplantation, Department of Internal Medicine, Erasmus Medical Center, University Medical Center Rotterdam, Rotterdam, The Netherlands
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Significance Statement

Urinary extracellular vesicles (uEVs) are a promising noninvasive source of kidney biomarkers, but the optimal approaches for normalization, quantification, and characterization in spot urines are unclear. To address the hypothesis that urine creatinine can be used as a normalization variable, urine particles were quantified in dilute and concentrated urines (water deprivation–loading study) and randomly from healthy subjects and patients with kidney disease. In these various settings, urine creatinine was highly correlated with particle counts, suggesting it can be used as a normalization variable. Additional findings relevant for future uEV studies include interference of Tamm-Horsfall protein with nanoparticle tracking analysis, excretion of larger uEVs in dilute urine, and the ability to treat uEVs with detergent to enhance intracellular epitope recognition.

Abstract

Background Urinary extracellular vesicles (uEVs) are a promising source for biomarker discovery, but optimal approaches for normalization, quantification, and characterization in spot urines are unclear.

Methods Urine samples were analyzed in a water-loading study, from healthy subjects and patients with kidney disease. Urine particles were quantified in whole urine using nanoparticle tracking analysis (NTA), time-resolved fluorescence immunoassay (TR-FIA), and EVQuant, a novel method quantifying particles via gel immobilization.

Results Urine particle and creatinine concentrations were highly correlated in the water-loading study (R2 0.96) and in random spot urines from healthy subjects (R2 0.47–0.95) and patients (R2 0.41–0.81). Water loading reduced aquaporin-2 but increased Tamm-Horsfall protein (THP) and particle detection by NTA. This finding was attributed to hypotonicity increasing uEV size (more EVs reach the NTA size detection limit) and reducing THP polymerization. Adding THP to urine also significantly increased particle count by NTA. In both fluorescence NTA and EVQuant, adding 0.01% SDS maintained uEV integrity and increased aquaporin-2 detection. Comparison of intracellular- and extracellular-epitope antibodies suggested the presence of reverse topology uEVs. The exosome markers CD9 and CD63 colocalized and immunoprecipitated selectively with distal nephron markers.

Conclusions uEV concentration is highly correlated with urine creatinine, potentially replacing the need for uEV quantification to normalize spot urines. Additional findings relevant for future uEV studies in whole urine include the interference of THP with NTA, excretion of larger uEVs in dilute urine, the ability to use detergent to increase intracellular-epitope recognition in uEVs, and CD9 or CD63 capture of nephron segment–specific EVs.

  • creatinine
  • osmolality
  • exosomes
  • urinary extracellular vesicles
  • biomarker
  • uromodulin
  • particles
  • aquaporin-2
  • tetraspanin
  • normalization
  • Copyright © 2021 by the American Society of Nephrology
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Journal of the American Society of Nephrology: 32 (4)
Journal of the American Society of Nephrology
Vol. 32, Issue 4
April 2021
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Comparing Approaches to Normalize, Quantify, and Characterize Urinary Extracellular Vesicles
Charles J. Blijdorp, Omar A. Z. Tutakhel, Thomas A. Hartjes, Thierry P. P. van den Bosch, Martijn H. van Heugten, Juan Pablo Rigalli, Rob Willemsen, Usha M. Musterd-Bhaggoe, Eric R. Barros, Roger Carles-Fontana, Cristian A. Carvajal, Onno J. Arntz, Fons A. J. van de Loo, Guido Jenster, Marian C. Clahsen-van Groningen, Cathy A. Cuevas, David Severs, Robert A. Fenton, Martin E. van Royen, Joost G. J. Hoenderop, René J. M. Bindels, Ewout J. Hoorn
JASN Mar 2021, ASN.2020081142; DOI: 10.1681/ASN.2020081142

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Comparing Approaches to Normalize, Quantify, and Characterize Urinary Extracellular Vesicles
Charles J. Blijdorp, Omar A. Z. Tutakhel, Thomas A. Hartjes, Thierry P. P. van den Bosch, Martijn H. van Heugten, Juan Pablo Rigalli, Rob Willemsen, Usha M. Musterd-Bhaggoe, Eric R. Barros, Roger Carles-Fontana, Cristian A. Carvajal, Onno J. Arntz, Fons A. J. van de Loo, Guido Jenster, Marian C. Clahsen-van Groningen, Cathy A. Cuevas, David Severs, Robert A. Fenton, Martin E. van Royen, Joost G. J. Hoenderop, René J. M. Bindels, Ewout J. Hoorn
JASN Mar 2021, ASN.2020081142; DOI: 10.1681/ASN.2020081142
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Keywords

  • creatinine
  • osmolality
  • exosomes
  • urinary extracellular vesicles
  • biomarker
  • uromodulin
  • particles
  • aquaporin-2
  • tetraspanin
  • normalization

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