Determination of variability due to biological and technical variation in urinary extracellular vesicles as a crucial step in biomarker discovery studies

Urinary extracellular vesicles (EVs) are an attractive source of biomarkers for urological diseases. A crucial step in biomarker discovery studies is the determination of the variation parameters to perform a sample size calculation. In this way, a biomarker discovery study with sufficient statistic...

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Main Authors: Eline Oeyen, Hanny Willems, Ruben ’T Kindt, Koen Sandra, Kurt Boonen, Lucien Hoekx, Stefan De Wachter, Filip Ameye, Inge Mertens
Format: Article
Language:English
Published: Taylor & Francis Group 2019-12-01
Series:Journal of Extracellular Vesicles
Subjects:
Online Access:http://dx.doi.org/10.1080/20013078.2019.1676035
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spelling doaj-7cd5955ed3d0495ab5117f847987ff672020-11-25T01:15:37ZengTaylor & Francis GroupJournal of Extracellular Vesicles2001-30782019-12-018110.1080/20013078.2019.16760351676035Determination of variability due to biological and technical variation in urinary extracellular vesicles as a crucial step in biomarker discovery studiesEline Oeyen0Hanny Willems1Ruben ’T Kindt2Koen Sandra3Kurt Boonen4Lucien Hoekx5Stefan De Wachter6Filip Ameye7Inge Mertens8Flemish Institute for Technological Research (VITO)Flemish Institute for Technological Research (VITO)Research Institute for ChromatographyResearch Institute for ChromatographyFlemish Institute for Technological Research (VITO)Antwerp University Hospital (UZA)Antwerp University Hospital (UZA)AZ Maria Middelares GhentFlemish Institute for Technological Research (VITO)Urinary extracellular vesicles (EVs) are an attractive source of biomarkers for urological diseases. A crucial step in biomarker discovery studies is the determination of the variation parameters to perform a sample size calculation. In this way, a biomarker discovery study with sufficient statistical power can be performed to obtain biologically significant biomarkers. Here, a variation study was performed on both the protein and lipid content of urinary EVs of healthy individuals, aged between 52 and 69 years. Ultrafiltration (UF) in combination with size exclusion chromatography (SEC) was used to isolate the EVs from urine. Different experimental variation set-ups were used in this variation study. The calculated standard deviations (SDs) of the 90% least variable peptides and lipids did not exceed 2 and 1.2, respectively. These parameters can be used in a sample size calculation for a well-designed biomarker discovery study at the cargo of EVs.http://dx.doi.org/10.1080/20013078.2019.1676035extracellular vesiclesurinevariationsize exclusion chromatographyproteomicslipidomicslc-ms/mspower analysissample size calculationbiomarker discovery
collection DOAJ
language English
format Article
sources DOAJ
author Eline Oeyen
Hanny Willems
Ruben ’T Kindt
Koen Sandra
Kurt Boonen
Lucien Hoekx
Stefan De Wachter
Filip Ameye
Inge Mertens
spellingShingle Eline Oeyen
Hanny Willems
Ruben ’T Kindt
Koen Sandra
Kurt Boonen
Lucien Hoekx
Stefan De Wachter
Filip Ameye
Inge Mertens
Determination of variability due to biological and technical variation in urinary extracellular vesicles as a crucial step in biomarker discovery studies
Journal of Extracellular Vesicles
extracellular vesicles
urine
variation
size exclusion chromatography
proteomics
lipidomics
lc-ms/ms
power analysis
sample size calculation
biomarker discovery
author_facet Eline Oeyen
Hanny Willems
Ruben ’T Kindt
Koen Sandra
Kurt Boonen
Lucien Hoekx
Stefan De Wachter
Filip Ameye
Inge Mertens
author_sort Eline Oeyen
title Determination of variability due to biological and technical variation in urinary extracellular vesicles as a crucial step in biomarker discovery studies
title_short Determination of variability due to biological and technical variation in urinary extracellular vesicles as a crucial step in biomarker discovery studies
title_full Determination of variability due to biological and technical variation in urinary extracellular vesicles as a crucial step in biomarker discovery studies
title_fullStr Determination of variability due to biological and technical variation in urinary extracellular vesicles as a crucial step in biomarker discovery studies
title_full_unstemmed Determination of variability due to biological and technical variation in urinary extracellular vesicles as a crucial step in biomarker discovery studies
title_sort determination of variability due to biological and technical variation in urinary extracellular vesicles as a crucial step in biomarker discovery studies
publisher Taylor & Francis Group
series Journal of Extracellular Vesicles
issn 2001-3078
publishDate 2019-12-01
description Urinary extracellular vesicles (EVs) are an attractive source of biomarkers for urological diseases. A crucial step in biomarker discovery studies is the determination of the variation parameters to perform a sample size calculation. In this way, a biomarker discovery study with sufficient statistical power can be performed to obtain biologically significant biomarkers. Here, a variation study was performed on both the protein and lipid content of urinary EVs of healthy individuals, aged between 52 and 69 years. Ultrafiltration (UF) in combination with size exclusion chromatography (SEC) was used to isolate the EVs from urine. Different experimental variation set-ups were used in this variation study. The calculated standard deviations (SDs) of the 90% least variable peptides and lipids did not exceed 2 and 1.2, respectively. These parameters can be used in a sample size calculation for a well-designed biomarker discovery study at the cargo of EVs.
topic extracellular vesicles
urine
variation
size exclusion chromatography
proteomics
lipidomics
lc-ms/ms
power analysis
sample size calculation
biomarker discovery
url http://dx.doi.org/10.1080/20013078.2019.1676035
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