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Dhondt B, Pinheiro C, Geeurickx E, Tulkens J, Vergauwen G, Van Der Pol E, Nieuwland R, Decock A, Miinalainen I, Rappu P, Schroth G, Kuersten S, Vandesompele J, Mestdagh P, Lumen N, De Wever O, Hendrix A. Benchmarking blood collection tubes and processing intervals for extracellular vesicle performance metrics. J Extracell Vesicles 2023; 12:e12315. [PMID: 37202906 DOI: 10.1002/jev2.12315] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 03/03/2023] [Accepted: 03/07/2023] [Indexed: 05/20/2023] Open
Abstract
The analysis of extracellular vesicles (EV) in blood samples is under intense investigation and holds the potential to deliver clinically meaningful biomarkers for health and disease. Technical variation must be minimized to confidently assess EV-associated biomarkers, but the impact of pre-analytics on EV characteristics in blood samples remains minimally explored. We present the results from the first large-scale EV Blood Benchmarking (EVBB) study in which we systematically compared 11 blood collection tubes (BCT; six preservation and five non-preservation) and three blood processing intervals (BPI; 1, 8 and 72 h) on defined performance metrics (n = 9). The EVBB study identifies a significant impact of multiple BCT and BPI on a diverse set of metrics reflecting blood sample quality, ex-vivo generation of blood-cell derived EV, EV recovery and EV-associated molecular signatures. The results assist the informed selection of the optimal BCT and BPI for EV analysis. The proposed metrics serve as a framework to guide future research on pre-analytics and further support methodological standardization of EV studies.
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Affiliation(s)
- Bert Dhondt
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
- Department of Urology, Ghent University Hospital, Ghent, Belgium
| | - Cláudio Pinheiro
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
| | - Edward Geeurickx
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
| | - Joeri Tulkens
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
| | - Glenn Vergauwen
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
| | - Edwin Van Der Pol
- Laboratory of Experimental Clinical Chemistry, Amsterdam UCM, location AMC, University of Amsterdam, Amsterdam, The Netherlands
- Vesicle Observation Centre, Amsterdam UCM, location AMC, University of Amsterdam, Amsterdam, The Netherlands
- Department of Biomedical Engineering and Physics, Academic Medical Centre, University of Amsterdam, Amsterdam, The Netherlands
| | - Rienk Nieuwland
- Laboratory of Experimental Clinical Chemistry, Amsterdam UCM, location AMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Anneleen Decock
- Cancer Research Institute Ghent, Ghent, Belgium
- OncoRNALab, Department of Biomolecular Medicine, Ghent University Hospital, Ghent, Belgium
| | - Ilkka Miinalainen
- Biocenter Oulu, Department of Pathology, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Pekka Rappu
- Department of Biochemistry, University of Turku, Turku, Finland
| | | | | | - Jo Vandesompele
- Cancer Research Institute Ghent, Ghent, Belgium
- OncoRNALab, Department of Biomolecular Medicine, Ghent University Hospital, Ghent, Belgium
| | - Pieter Mestdagh
- Cancer Research Institute Ghent, Ghent, Belgium
- OncoRNALab, Department of Biomolecular Medicine, Ghent University Hospital, Ghent, Belgium
| | - Nicolaas Lumen
- Cancer Research Institute Ghent, Ghent, Belgium
- Department of Urology, Ghent University Hospital, Ghent, Belgium
| | - Olivier De Wever
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
| | - An Hendrix
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
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2
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Yildizhan Y, Vajrala VS, Geeurickx E, Declerck C, Duskunovic N, De Sutter D, Noppen S, Delport F, Schols D, Swinnen JV, Eyckerman S, Hendrix A, Lammertyn J, Spasic D. FO-SPR biosensor calibrated with recombinant extracellular vesicles enables specific and sensitive detection directly in complex matrices. J Extracell Vesicles 2021; 10:e12059. [PMID: 33664936 PMCID: PMC7902528 DOI: 10.1002/jev2.12059] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [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: 10/22/2020] [Revised: 12/11/2020] [Accepted: 01/06/2021] [Indexed: 12/13/2022] Open
Abstract
Extracellular vesicles (EVs) have drawn huge attention for diagnosing myriad of diseases, including cancer. However, the EV detection and analyses procedures often lack much desired sample standardization. To address this, we used well-characterized recombinant EVs (rEVs) for the first time as a biological reference material in developing a fiber optic surface plasmon resonance (FO-SPR) bioassay. In this context, EV binding on the FO-SPR probes was achieved only with EV-specific antibodies (e.g. anti-CD9 and anti-CD63) but not with non-specific anti-IgG. To increase detection sensitivity, we tested six different combinations of EV-specific antibodies in a sandwich bioassay. Calibration curves were generated with two most effective combinations (anti-CD9/Banti-CD81 and anti-CD63/Banti-CD9), resulting in 103 and 104 times higher sensitivity than the EV concentration in human blood plasma from healthy or cancer patients, respectively. Additionally, by using anti-CD63/Banti-CD9, we detected rEVs spiked in cell culture medium and HEK293 endogenous EVs in the same matrix without any prior EV purification or enrichment. Lastly, we selectively captured breast cancer cell EVs spiked in blood plasma using anti-EpCAM antibody on the FO-SPR surface. The obtained results combined with FO-SPR real-time monitoring, fast response time and ease of operation, demonstrate its outstanding potential for EV quantification and analysis.
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Affiliation(s)
- Yagmur Yildizhan
- Department of Biosystems Biosensors group, KU Leuven Leuven Belgium
| | | | - Edward Geeurickx
- Department of Human Structure and Repair Laboratory of Experimental Cancer Research Ghent University Ghent Belgium
| | - Charles Declerck
- Department of Biosystems Biosensors group, KU Leuven Leuven Belgium
| | | | - Delphine De Sutter
- VIB Center for Medical Biotechnology & Department of Biomolecular Medicine Ghent University Ghent
| | - Sam Noppen
- Department of Microbiology Immunology and Transplantation, Laboratory of Virology and Chemotherapy, Rega Institute KU Leuven Leuven Belgium
| | | | - Dominique Schols
- Department of Microbiology Immunology and Transplantation, Laboratory of Virology and Chemotherapy, Rega Institute KU Leuven Leuven Belgium
| | - Johannes V Swinnen
- Department of Oncology Laboratory of Lipid Metabolism and Cancer KU Leuven Leuven Belgium
| | - Sven Eyckerman
- VIB Center for Medical Biotechnology & Department of Biomolecular Medicine Ghent University Ghent
| | - An Hendrix
- Department of Human Structure and Repair Laboratory of Experimental Cancer Research Ghent University Ghent Belgium
| | - Jeroen Lammertyn
- Department of Biosystems Biosensors group, KU Leuven Leuven Belgium
| | - Dragana Spasic
- Department of Biosystems Biosensors group, KU Leuven Leuven Belgium
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3
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Geeurickx E, Lippens L, Rappu P, De Geest BG, De Wever O, Hendrix A. Recombinant extracellular vesicles as biological reference material for method development, data normalization and assessment of (pre-)analytical variables. Nat Protoc 2021; 16:603-633. [PMID: 33452501 DOI: 10.1038/s41596-020-00446-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Accepted: 10/15/2020] [Indexed: 01/29/2023]
Abstract
The diagnostic and therapeutic use of extracellular vesicles (EV) is under intense investigation and may lead to societal benefits. Reference materials are an invaluable resource for developing, improving and assessing the performance of regulated EV applications and for quantitative and objective data interpretation. We have engineered recombinant EV (rEV) as a biological reference material. rEV have similar biochemical and biophysical characteristics to sample EV and function as an internal quantitative and qualitative control throughout analysis. Spiking rEV in bodily fluids prior to EV analysis maps technical variability of EV applications and promotes intra- and inter-laboratory studies. This protocol, which is an Extension to our previously published protocol (Tulkens et al., 2020), describes the production, separation and quality assurance of rEV, their dilution and addition to bodily fluids, and the detection steps based on complementary fluorescence, nucleic acid and protein measurements. We demonstrate the use of rEV for method development, data normalization and assessment of pre-analytical variables. The protocol can be adopted by researchers with standard laboratory and basic EV separation/characterization experience and requires ~4-5 d.
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Affiliation(s)
- Edward Geeurickx
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent, Ghent, Belgium
| | - Lien Lippens
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent, Ghent, Belgium.,Department of Medical Oncology, Ghent University Hospital, Ghent, Belgium
| | - Pekka Rappu
- Department of Biochemistry, University of Turku, Turku, Finland
| | - Bruno G De Geest
- Cancer Research Institute Ghent, Ghent, Belgium.,Department of Pharmaceutics, Ghent University, Ghent, Belgium
| | - Olivier De Wever
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent, Ghent, Belgium
| | - An Hendrix
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, Ghent, Belgium. .,Cancer Research Institute Ghent, Ghent, Belgium.
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4
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Dhondt B, Geeurickx E, Tulkens J, Van Deun J, Vergauwen G, Lippens L, Miinalainen I, Rappu P, Heino J, Ost P, Lumen N, De Wever O, Hendrix A. Unravelling the proteomic landscape of extracellular vesicles in prostate cancer by density-based fractionation of urine. J Extracell Vesicles 2020; 9:1736935. [PMID: 32284825 PMCID: PMC7144211 DOI: 10.1080/20013078.2020.1736935] [Citation(s) in RCA: 88] [Impact Index Per Article: 22.0] [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: 09/04/2019] [Revised: 01/29/2020] [Accepted: 02/25/2020] [Indexed: 12/12/2022] Open
Abstract
Extracellular vesicles (EV) are increasingly being recognized as important vehicles of intercellular communication and promising diagnostic and prognostic biomarkers in cancer. Despite this enormous clinical potential, the plethora of methods to separate EV from biofluids, providing material of highly variable purity, and lacking knowledge regarding methodological repeatability pose a barrier to clinical translation. Urine is considered an ideal proximal fluid for the study of EV in urological cancers due to its direct contact with the urogenital system. We demonstrate that density-based fractionation of urine by bottom-up Optiprep density gradient centrifugation separates EV and soluble proteins with high specificity and repeatability. Mass spectrometry-based proteomic analysis of urinary EV (uEV) in men with benign and malignant prostate disease allowed us to significantly expand the known human uEV proteome with high specificity and identifies a unique biological profile in prostate cancer not uncovered by the analysis of soluble proteins. In addition, profiling the proteome of EV separated from prostate tumour conditioned medium and matched uEV confirms the specificity of the identified uEV proteome for prostate cancer. Finally, a comparative proteomic analysis with uEV from patients with bladder and renal cancer provided additional evidence of the selective enrichment of protein signatures in uEV reflecting their respective cancer tissues of origin. In conclusion, this study identifies hundreds of previously undetected proteins in uEV of prostate cancer patients and provides a powerful toolbox to map uEV content and contaminants ultimately allowing biomarker discovery in urological cancers.
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Affiliation(s)
- Bert Dhondt
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent, Ghent, Belgium.,Department of Urology, Ghent University Hospital, Ghent, Belgium
| | - Edward Geeurickx
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent, Ghent, Belgium
| | - Joeri Tulkens
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent, Ghent, Belgium
| | - Jan Van Deun
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent, Ghent, Belgium
| | - Glenn Vergauwen
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent, Ghent, Belgium.,Department of Gynaecology, Ghent University Hospital, Ghent, Belgium
| | - Lien Lippens
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent, Ghent, Belgium
| | - Ilkka Miinalainen
- Biocenter Oulu, Department of Pathology, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Pekka Rappu
- Department of Biochemistry, University of Turku, Turku, Finland
| | - Jyrki Heino
- Department of Biochemistry, University of Turku, Turku, Finland
| | - Piet Ost
- Cancer Research Institute Ghent, Ghent, Belgium.,Department of Radiation Oncology, Ghent University Hospital, Ghent, Belgium
| | - Nicolaas Lumen
- Cancer Research Institute Ghent, Ghent, Belgium.,Department of Urology, Ghent University Hospital, Ghent, Belgium
| | - Olivier De Wever
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent, Ghent, Belgium
| | - An Hendrix
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent, Ghent, Belgium
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5
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Tulkens J, Vergauwen G, Van Deun J, Geeurickx E, Dhondt B, Lippens L, De Scheerder MA, Miinalainen I, Rappu P, De Geest BG, Vandecasteele K, Laukens D, Vandekerckhove L, Denys H, Vandesompele J, De Wever O, Hendrix A. Increased levels of systemic LPS-positive bacterial extracellular vesicles in patients with intestinal barrier dysfunction. Gut 2020; 69:191-193. [PMID: 30518529 PMCID: PMC6943244 DOI: 10.1136/gutjnl-2018-317726] [Citation(s) in RCA: 149] [Impact Index Per Article: 37.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2018] [Revised: 11/05/2018] [Accepted: 11/12/2018] [Indexed: 12/12/2022]
Affiliation(s)
- Joeri Tulkens
- Laboratory of Experimental Cancer Research, Department of Radiation Oncology and Experimental Cancer Research, Ghent University, Ghent, Belgium,Cancer Research Institute Ghent, Ghent University, Ghent, Belgium
| | - Glenn Vergauwen
- Laboratory of Experimental Cancer Research, Department of Radiation Oncology and Experimental Cancer Research, Ghent University, Ghent, Belgium,Cancer Research Institute Ghent, Ghent University, Ghent, Belgium,Department of Gynaecology, Ghent University Hospital, Ghent, Belgium
| | - Jan Van Deun
- Laboratory of Experimental Cancer Research, Department of Radiation Oncology and Experimental Cancer Research, Ghent University, Ghent, Belgium,Cancer Research Institute Ghent, Ghent University, Ghent, Belgium
| | - Edward Geeurickx
- Laboratory of Experimental Cancer Research, Department of Radiation Oncology and Experimental Cancer Research, Ghent University, Ghent, Belgium,Cancer Research Institute Ghent, Ghent University, Ghent, Belgium
| | - Bert Dhondt
- Laboratory of Experimental Cancer Research, Department of Radiation Oncology and Experimental Cancer Research, Ghent University, Ghent, Belgium,Cancer Research Institute Ghent, Ghent University, Ghent, Belgium,Department of Urology, Ghent University Hospital, Ghent, Belgium
| | - Lien Lippens
- Laboratory of Experimental Cancer Research, Department of Radiation Oncology and Experimental Cancer Research, Ghent University, Ghent, Belgium,Cancer Research Institute Ghent, Ghent University, Ghent, Belgium,Department of Medical Oncology, Ghent University Hospital, Ghent, Belgium
| | | | | | - Pekka Rappu
- Department of Biochemistry, University of Turku, Turku, Finland
| | - Bruno G De Geest
- Cancer Research Institute Ghent, Ghent University, Ghent, Belgium,Department of Pharmaceutics, Ghent University, Ghent, Belgium
| | - Katrien Vandecasteele
- Cancer Research Institute Ghent, Ghent University, Ghent, Belgium,Department of Radiation Oncology and Experimental Cancer Research, Ghent University, Ghent, Belgium
| | - Debby Laukens
- Department of Gastroenterology, Ghent University, Ghent, Belgium,Ghent Gut Inflammation Group, Ghent University, Ghent, Belgium
| | | | - Hannelore Denys
- Cancer Research Institute Ghent, Ghent University, Ghent, Belgium,Department of Medical Oncology, Ghent University Hospital, Ghent, Belgium
| | - Jo Vandesompele
- Cancer Research Institute Ghent, Ghent University, Ghent, Belgium,Center for Medical Genetics, Ghent University, Ghent, Belgium
| | - Olivier De Wever
- Laboratory of Experimental Cancer Research, Department of Radiation Oncology and Experimental Cancer Research, Ghent University, Ghent, Belgium,Cancer Research Institute Ghent, Ghent University, Ghent, Belgium
| | - An Hendrix
- Laboratory of Experimental Cancer Research, Department of Radiation Oncology and Experimental Cancer Research, Ghent University, Ghent, Belgium,Cancer Research Institute Ghent, Ghent University, Ghent, Belgium
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6
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Geeurickx E, Hendrix A. Targets, pitfalls and reference materials for liquid biopsy tests in cancer diagnostics. Mol Aspects Med 2019; 72:100828. [PMID: 31711714 DOI: 10.1016/j.mam.2019.10.005] [Citation(s) in RCA: 86] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Revised: 10/14/2019] [Accepted: 10/18/2019] [Indexed: 12/12/2022]
Abstract
Assessment of cell free DNA (cfDNA) and RNA (cfRNA), circulating tumor cells (CTC) and extracellular vesicles (EV) in blood or other bodily fluids can enable early cancer detection, tumor dynamics assessment, minimal residual disease detection and therapy monitoring. However, few liquid biopsy tests progress towards clinical application because results are often discordant and challenging to reproduce. Reproducibility can be enhanced by the development and implementation of standard operating procedures and reference materials to identify and correct for pre-analytical variables. In this review we elaborate on the technological considerations, pre-analytical variables and the use and availability of reference materials for the assessment of liquid biopsy targets in blood and highlight initiatives towards the standardization of liquid biopsy testing.
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Affiliation(s)
- Edward Geeurickx
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, 9000, Ghent, Belgium; Cancer Research Institute Ghent, 9000, Ghent, Belgium
| | - An Hendrix
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, 9000, Ghent, Belgium; Cancer Research Institute Ghent, 9000, Ghent, Belgium.
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