1
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Khoo A, Govindarajan M, Qiu Z, Liu LY, Ignatchenko V, Waas M, Macklin A, Keszei A, Neu S, Main BP, Yang L, Lance RS, Downes MR, Semmes OJ, Vesprini D, Liu SK, Nyalwidhe JO, Boutros PC, Kislinger T. Prostate cancer reshapes the secreted and extracellular vesicle urinary proteomes. Nat Commun 2024; 15:5069. [PMID: 38871730 PMCID: PMC11176296 DOI: 10.1038/s41467-024-49424-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 05/31/2024] [Indexed: 06/15/2024] Open
Abstract
Urine is a complex biofluid that reflects both overall physiologic state and the state of the genitourinary tissues through which it passes. It contains both secreted proteins and proteins encapsulated in tissue-derived extracellular vesicles (EVs). To understand the population variability and clinical utility of urine, we quantified the secreted and EV proteomes from 190 men, including a subset with prostate cancer. We demonstrate that a simple protocol enriches prostatic proteins in urine. Secreted and EV proteins arise from different subcellular compartments. Urinary EVs are faithful surrogates of tissue proteomes, but secreted proteins in urine or cell line EVs are not. The urinary proteome is longitudinally stable over several years. It can accurately and non-invasively distinguish malignant from benign prostatic lesions and can risk-stratify prostate tumors. This resource quantifies the complexity of the urinary proteome and reveals the synergistic value of secreted and EV proteomes for translational and biomarker studies.
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Affiliation(s)
- Amanda Khoo
- Department of Medical Biophysics, University of Toronto, Toronto, ON, M5G 1L7, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, M5G 2C1, Canada
| | - Meinusha Govindarajan
- Department of Medical Biophysics, University of Toronto, Toronto, ON, M5G 1L7, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, M5G 2C1, Canada
| | - Zhuyu Qiu
- Jonsson Comprehensive Cancer Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, 90024, USA
- Department of Human Genetics, University of California, Los Angeles, Los Angeles, CA, 90095, USA
- Department of Urology, University of California, Los Angeles, Los Angeles, CA, 90095, USA
- Institute for Precision Health, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, 90095, USA
| | - Lydia Y Liu
- Department of Medical Biophysics, University of Toronto, Toronto, ON, M5G 1L7, Canada
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, M5G 2C1, Canada
- Jonsson Comprehensive Cancer Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, 90024, USA
- Department of Human Genetics, University of California, Los Angeles, Los Angeles, CA, 90095, USA
- Department of Urology, University of California, Los Angeles, Los Angeles, CA, 90095, USA
- Institute for Precision Health, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, 90095, USA
| | - Vladimir Ignatchenko
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, M5G 2C1, Canada
| | - Matthew Waas
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, M5G 2C1, Canada
| | - Andrew Macklin
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, M5G 2C1, Canada
| | - Alexander Keszei
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, M5G 2C1, Canada
| | - Sarah Neu
- Division of Surgery, Urology, Sunnybrook Health Sciences Centre, Toronto, ON, M4N 3M5, Canada
| | - Brian P Main
- Leroy T. Canoles Jr. Cancer Research Center, Eastern Virginia Medical School, Norfolk, VA, 23507, USA
| | - Lifang Yang
- Leroy T. Canoles Jr. Cancer Research Center, Eastern Virginia Medical School, Norfolk, VA, 23507, USA
- Department of Microbiology and Molecular Cell Biology, Eastern Virginia Medical School, Norfolk, VA, 23507, USA
| | | | - Michelle R Downes
- Division of Anatomic Pathology, Laboratory Medicine and Molecular Diagnostics, Sunnybrook Health Sciences Centre, Toronto, ON, M4N 3M5, Canada
- Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, M5S 1A8, Canada
| | - O John Semmes
- Leroy T. Canoles Jr. Cancer Research Center, Eastern Virginia Medical School, Norfolk, VA, 23507, USA
- Department of Microbiology and Molecular Cell Biology, Eastern Virginia Medical School, Norfolk, VA, 23507, USA
| | - Danny Vesprini
- Department of Radiation Oncology, University of Toronto, Toronto, ON, M5T 1P5, Canada
- Odette Cancer Research Program, Sunnybrook Research Institute, Toronto, ON, M4N 3M5, Canada
| | - Stanley K Liu
- Department of Medical Biophysics, University of Toronto, Toronto, ON, M5G 1L7, Canada
- Department of Radiation Oncology, University of Toronto, Toronto, ON, M5T 1P5, Canada
- Odette Cancer Research Program, Sunnybrook Research Institute, Toronto, ON, M4N 3M5, Canada
| | - Julius O Nyalwidhe
- Leroy T. Canoles Jr. Cancer Research Center, Eastern Virginia Medical School, Norfolk, VA, 23507, USA
- Department of Microbiology and Molecular Cell Biology, Eastern Virginia Medical School, Norfolk, VA, 23507, USA
| | - Paul C Boutros
- Department of Medical Biophysics, University of Toronto, Toronto, ON, M5G 1L7, Canada.
- Jonsson Comprehensive Cancer Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, 90024, USA.
- Department of Human Genetics, University of California, Los Angeles, Los Angeles, CA, 90095, USA.
- Department of Urology, University of California, Los Angeles, Los Angeles, CA, 90095, USA.
- Institute for Precision Health, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, 90095, USA.
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, M5S 1A8, Canada.
- Broad Stem Cell Research Center, University of California, Los Angeles, CA, 90095, USA.
| | - Thomas Kislinger
- Department of Medical Biophysics, University of Toronto, Toronto, ON, M5G 1L7, Canada.
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, M5G 2C1, Canada.
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2
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Korecka K, Gawin M, Pastuszka A, Partyka M, Koszutski T, Pietrowska M, Hyla-Klekot L. Proteomics of urinary small extracellular vesicles in early diagnosis of kidney diseases in children-expectations and limitations. Proteomics 2024; 24:e2300168. [PMID: 38213025 DOI: 10.1002/pmic.202300168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 12/14/2023] [Accepted: 12/20/2023] [Indexed: 01/13/2024]
Abstract
The primary function of the kidneys is to maintain systemic homeostasis (disruption of renal structure and function results in multilevel impairment of body function). Kidney diseases are characterized by a chronic, progressive course and may result in the development of chronic kidney disease (CKD). Evaluation of the composition of the proteome of urinary small extracellular vesicles (sEVs) as a so-called liquid biopsy is a promising new research direction. Knowing the composition of sEV could allow localization of cellular changes in specific sections of the nephron or the interstitial tissue before fixed changes, detectable only at an advanced stage of the disease, occur. Research is currently underway on the role of sEVs in the diagnosis and monitoring of many disease entities. Reports in the literature on the subject include: diabetic nephropathy, focal glomerulosclerosis in the course of glomerulopathies, renal fibrosis of various etiologies. Studies on pediatric patients are still few, involving piloting if small groups of patients without validation studies. Here, we review the literature addressing the use of sEV for diagnosis of the most common urinary disorders in children. We evaluate the clinical utility and define limitations of markers present in sEV as potential liquid biopsy.
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Affiliation(s)
- Klaudia Korecka
- Clinical Department of Paediatric Surgery and Urology, Medical University of Silesia in Katowice, Katowice, Poland
| | - Marta Gawin
- Maria Sklodowska-Curie National Research Institute of Oncology, Gliwice Branch, Gliwice, Poland
| | - Agnieszka Pastuszka
- Clinical Department of Paediatric Surgery and Urology, Medical University of Silesia in Katowice, Katowice, Poland
| | - Mirosław Partyka
- Department of Laboratory Diagnostics, School of Medicine in Katowice, Medical University of Silesia in Katowice, Katowice, Poland
| | - Tomasz Koszutski
- Clinical Department of Paediatric Surgery and Urology, Medical University of Silesia in Katowice, Katowice, Poland
| | - Monika Pietrowska
- Maria Sklodowska-Curie National Research Institute of Oncology, Gliwice Branch, Gliwice, Poland
| | - Lidia Hyla-Klekot
- Clinical Department of Paediatric Surgery and Urology, Medical University of Silesia in Katowice, Katowice, Poland
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3
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Van Dorpe S, Tummers P, Denys H, Hendrix A. Towards the Clinical Implementation of Extracellular Vesicle-Based Biomarker Assays for Cancer. Clin Chem 2024; 70:165-178. [PMID: 38175582 DOI: 10.1093/clinchem/hvad189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 10/24/2023] [Indexed: 01/05/2024]
Abstract
BACKGROUND Substantial research has been devoted to elucidating the role of extracellular vesicles (EVs) in the different hallmarks of cancer. Consequently, EVs are increasingly explored as a source of cancer biomarkers in body fluids. However, the heterogeneity in EVs, the complexity of body fluids, and the diversity in methods available for EV analysis, challenge the development and translation of EV-based biomarker assays. CONTENT Essential steps in EV-associated biomarker development are emphasized covering biobanking, biomarker discovery, verification and validation, and clinical implementation. A meticulous study design is essential and ideally results from close interactions between clinicians and EV researchers. A plethora of different EV preparation protocols exists which warrants quality control and transparency to ensure reproducibility and thus enable verification of EV-associated biomarker candidates identified in the discovery phase in subsequent independent cohorts. The development of an EV-associated biomarker assay requires thorough analytical and clinical validation. Finally, regulatory affairs must be considered for clinical implementation of EV-based biomarker assays. SUMMARY In this review, the current challenges that prevent us from exploiting the full potential of EV-based biomarker assays are identified. Guidelines and tools to overcome these hurdles are highlighted and are crucial to advance EV-based biomarker assays into clinical use.
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Affiliation(s)
- Sofie Van Dorpe
- Laboratory of Experimental Cancer Research, Department of Human Structure and Repair, Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent, Ghent, Belgium
- Department of Gynecology, Ghent University Hospital, Ghent, Belgium
| | - Philippe Tummers
- Department of Gynecology, Ghent University Hospital, Ghent, Belgium
| | - Hannelore Denys
- Cancer Research Institute Ghent, Ghent, Belgium
- Department of Medical Oncology, Ghent University Hospital, 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
- European Liquid Biopsy Society (ELBS), Hamburg, Germany
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4
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Grange C, Dalmasso A, Cortez JJ, Spokeviciute B, Bussolati B. Exploring the role of urinary extracellular vesicles in kidney physiology, aging, and disease progression. Am J Physiol Cell Physiol 2023; 325:C1439-C1450. [PMID: 37842748 PMCID: PMC10861146 DOI: 10.1152/ajpcell.00349.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 10/10/2023] [Accepted: 10/11/2023] [Indexed: 10/17/2023]
Abstract
Extracellular vesicles (EVs), membranous vesicles present in all body fluids, are considered important messengers, carrying their information over long distance and modulating the gene expression profile of recipient cells. EVs collected in urine (uEVs) are mainly originated from the apical part of urogenital tract, following the urine flow. Moreover, bacterial-derived EVs are present within urine and may reflect the composition of microbiota. Consolidated evidence has established the involvement of uEVs in renal physiology, being responsible for glomerular and tubular cross talk and among different tubular segments. uEVs may also be involved in other physiological functions such as modulation of innate immunity, coagulation, or metabolic activities. Furthermore, it has been recently remonstrated that age, sex, endurance excise, and lifestyle may influence uEV composition and release, modifying their cargo. On the other hand, uEVs appear modulators of different urogenital pathological conditions, triggering disease progression. uEVs sustain fibrosis and inflammation processes, both involved in acute and chronic kidney diseases, aging, and stone formation. The molecular signature of uEVs collected from diseased patients can be of interest for understanding kidney physiopathology and for identifying diagnostic and prognostic biomarkers.
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Affiliation(s)
- Cristina Grange
- Department of Medical Sciences, University of Turin, Turin, Italy
| | - Alessia Dalmasso
- Department of Molecular Biotechnology and Health Sciences, University of Turin, Turin, Italy
| | - Judiel John Cortez
- Department of Molecular Biotechnology and Health Sciences, University of Turin, Turin, Italy
| | - Beatrice Spokeviciute
- Department of Molecular Biotechnology and Health Sciences, University of Turin, Turin, Italy
| | - Benedetta Bussolati
- Department of Molecular Biotechnology and Health Sciences, University of Turin, Turin, Italy
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5
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Khoo A, Govindarajan M, Qiu Z, Liu LY, Ignatchenko V, Waas M, Macklin A, Keszei A, Main BP, Yang L, Lance RS, Downes MR, Semmes OJ, Vesprini D, Liu SK, Nyalwidhe JO, Boutros PC, Kislinger T. Prostate Cancer Reshapes the Secreted and Extracellular Vesicle Urinary Proteomes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.07.23.550214. [PMID: 37546794 PMCID: PMC10402038 DOI: 10.1101/2023.07.23.550214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/08/2023]
Abstract
Urine is a complex biofluid that reflects both overall physiologic state and the state of the genitourinary tissues through which it passes. It contains both secreted proteins and proteins encapsulated in tissue-derived extracellular vesicles (EVs). To understand the population variability and clinical utility of urine, we quantified the secreted and EV proteomes from 190 men, including a subset with prostate cancer. We demonstrate that a simple protocol enriches prostatic proteins in urine. Secreted and EV proteins arise from different subcellular compartments. Urinary EVs are faithful surrogates of tissue proteomes, but secreted proteins in urine or cell line EVs are not. The urinary proteome is longitudinally stable over several years. It can accurately and non-invasively distinguish malignant from benign prostatic lesions, and can risk-stratify prostate tumors. This resource quantifies the complexity of the urinary proteome, and reveals the synergistic value of secreted and EV proteomes for translational and biomarker studies.
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6
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Jordaens S, Oeyen E, Willems H, Ameye F, De Wachter S, Pauwels P, Mertens I. Protein Biomarker Discovery Studies on Urinary sEV Fractions Separated with UF-SEC for the First Diagnosis and Detection of Recurrence in Bladder Cancer Patients. Biomolecules 2023; 13:932. [PMID: 37371512 DOI: 10.3390/biom13060932] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 05/26/2023] [Accepted: 05/30/2023] [Indexed: 06/29/2023] Open
Abstract
Urinary extracellular vesicles (EVs) are an attractive source of bladder cancer biomarkers. Here, a protein biomarker discovery study was performed on the protein content of small urinary EVs (sEVs) to identify possible biomarkers for the primary diagnosis and recurrence of non-muscle-invasive bladder cancer (NMIBC). The sEVs were isolated by ultrafiltration (UF) in combination with size-exclusion chromatography (SEC). The first part of the study compared healthy individuals with NMIBC patients with a primary diagnosis. The second part compared tumor-free patients with patients with a recurrent NMIBC diagnosis. The separated sEVs were in the size range of 40 to 200 nm. Based on manually curated high quality mass spectrometry (MS) data, the statistical analysis revealed 69 proteins that were differentially expressed in these sEV fractions of patients with a first bladder cancer tumor vs. an age- and gender-matched healthy control group. When the discriminating power between healthy individuals and first diagnosis patients is taken into account, the biomarkers with the most potential are MASP2, C3, A2M, CHMP2A and NHE-RF1. Additionally, two proteins (HBB and HBA1) were differentially expressed between bladder cancer patients with a recurrent diagnosis vs. tumor-free samples of bladder cancer patients, but their biological relevance is very limited.
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Affiliation(s)
- Stephanie Jordaens
- Center for Oncological Research (CORE), Integrated Personalized & Precision Oncology Network (IPPON), University of Antwerp, 2610 Wilrijk, Belgium
| | - Eline Oeyen
- Health Unit, Flemish Institute for Technological Research (VITO), 2400 Mol, Belgium
- Centre for Proteomics (CfP), University of Antwerp, 2020 Antwerp, Belgium
| | - Hanny Willems
- Health Unit, Flemish Institute for Technological Research (VITO), 2400 Mol, Belgium
| | - Filip Ameye
- Department of Urology, AZ Maria Middelares, 9000 Ghent, Belgium
| | - Stefan De Wachter
- Department of Urology, Antwerp University Hospital (UZA), 2650 Edegem, Belgium
| | - Patrick Pauwels
- Center for Oncological Research (CORE), Integrated Personalized & Precision Oncology Network (IPPON), University of Antwerp, 2610 Wilrijk, Belgium
- Laboratory of Pathological Anatomy, Antwerp University Hospital (UZA), 2650 Edegem, Belgium
| | - Inge Mertens
- Health Unit, Flemish Institute for Technological Research (VITO), 2400 Mol, Belgium
- Centre for Proteomics (CfP), University of Antwerp, 2020 Antwerp, Belgium
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7
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Dass M, Kaur M, Aittan S, Sharma P, Punia S, Muthumohan R, Anthwal D, Gupta RK, Mahajan G, Kumari P, Sharma N, Taneja RS, Sharma LK, Shree R, Tyagi JS, Lal V, Haldar S. MPT51 and MPT64-based antigen detection assay for the diagnosis of extrapulmonary tuberculosis from urine samples. Diagn Microbiol Infect Dis 2023; 107:115973. [PMID: 37348159 DOI: 10.1016/j.diagmicrobio.2023.115973] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 04/26/2023] [Accepted: 04/27/2023] [Indexed: 06/24/2023]
Abstract
In view of WHO's "End-TB" strategy, we developed a non-invasive, urine-based ELISA, targeting 2 Mycobacterium tuberculosis antigens namely MPT51 and MPT64 for extrapulmonary TB (EPTB) diagnosis. Suspected EPTB patients (n = 137) [Pleural TB, Abdominal TB and Tuberculous meningitis] were categorized in "Definite" EPTB (n = 10) [Xpert-MTB/RIF and/or culture-positive], "Probable" EPTB (n = 77) and "Non-EPTB" (n = 50) groups using defined composite reference standards. ROC-curves were generated using ELISA results of "Definite" EPTB and "Non-EPTB" groups for both antigens independently and cut-off values were selected to provide 86.3% (95%CI:73.3-94.2) specificity for MPT51 and 92% (95%CI:80.8-97.8) for MPT64. The sensitivity of MPT51-ELISA and MPT64-ELISA was 70% (95%CI:34.7-93.3) and 90% (95%CI:55.5-99.7) for "Definite" EPTB group and 32.5% (95%CI:22.2-44.1) and 30.8% (95%CI:20.8-42.2) for "Probable" EPTB group, respectively. Combining the results of both ELISAs showed a 100% (95%CI:69.1-100) sensitivity in "Definite" EPTB group and 41.6% (95%CI:30.4-53.4) in "Probable" EPTB group, with an 80% (95%CI:66.3-89.9) specificity. The results demonstrated the potential of urine-based ELISAs as screening tests for EPTB diagnosis.
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Affiliation(s)
- Manisha Dass
- Department of Experimental Medicine and Biotechnology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Mohinder Kaur
- Department of Experimental Medicine and Biotechnology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Simran Aittan
- Department of Experimental Medicine and Biotechnology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Pratibha Sharma
- Department of Experimental Medicine and Biotechnology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Sachin Punia
- Department of Experimental Medicine and Biotechnology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Rajagopalan Muthumohan
- Centre for Biodesign and Diagnostics, Translational Health Science and Technology Institute, NCR Biotech Science Cluster, Faridabad, India
| | - Divya Anthwal
- Department of Experimental Medicine and Biotechnology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Rakesh K Gupta
- Department of Experimental Medicine and Biotechnology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Gargi Mahajan
- Department of Experimental Medicine and Biotechnology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Pooja Kumari
- Department of Biotechnology, All India Institute of Medical Sciences, New Delhi, India
| | - Neera Sharma
- Department of Biochemistry, Dr. Ram Manohar Lohia Hospital, New Delhi, India
| | - Rajesh S Taneja
- Department of Medicine, Dr. Ram Manohar Lohia Hospital, New Delhi, India
| | - Lokesh K Sharma
- Department of Biochemistry, Dr. Ram Manohar Lohia Hospital, New Delhi, India
| | - Ritu Shree
- Department of Neurology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Jaya S Tyagi
- Department of Biotechnology, All India Institute of Medical Sciences, New Delhi, India
| | - Vivek Lal
- Department of Neurology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Sagarika Haldar
- Department of Experimental Medicine and Biotechnology, Post Graduate Institute of Medical Education and Research, Chandigarh, India; Centre for Biodesign and Diagnostics, Translational Health Science and Technology Institute, NCR Biotech Science Cluster, Faridabad, India.
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8
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Sahu SS, Gevari MT, Nagy Á, Gestin M, Hååg P, Lewensohn R, Viktorsson K, Karlström AE, Dev A. Multi-marker profiling of extracellular vesicles using streaming current and sequential electrostatic labeling. Biosens Bioelectron 2023; 227:115142. [PMID: 36805937 DOI: 10.1016/j.bios.2023.115142] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 01/24/2023] [Accepted: 02/07/2023] [Indexed: 02/11/2023]
Abstract
High heterogeneity in the membrane protein expression of small extracellular vesicles (sEVs) means that bulk methods relying on antibody-based capture for expression analysis have a drawback that each type of antibody may capture a different sub-population. An improved approach is to capture a representative sEV population, without any bias, and then perform a multiplexed protein expression analysis on this population. However, such a possibility has been largely limited to fluorescence-based methods. Here, we present a novel electrostatic labelling strategy and a microchip-based all-electric method for membrane protein analysis of sEVs. The method allows us to profile multiple surface proteins on the captured sEVs using alternating charge labels. It also permits the comparison of expression levels in different sEV-subtypes. The proof of concept was tested by capturing sEVs both non-specifically (unbiased) as well as via anti-CD9 capture probes (biased), and then profiling the expression levels of various surface proteins using the charge labelled antibodies. The method is the first of its kind, demonstrating an all-electrical and microchip based method that allows for unbiased analysis of sEV membrane protein expression, comparison of expression levels in different sEV subsets, and fractional estimation of different sEV sub-populations. These results were also validated in parallel using a single-sEV fluorescence technique.
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Affiliation(s)
- Siddharth S Sahu
- Department of Applied Physics, School of Engineering Sciences, KTH Royal Institute of Technology, 10691, Stockholm, Sweden.
| | - Moein T Gevari
- Division of Solid-State Electronics, Department of Electrical Engineering, Uppsala University, 75121, Uppsala, Sweden
| | - Ábel Nagy
- Department of Protein Science, School of Chemistry, Biotechnology, and Health (CBH), KTH Royal Institute of Technology, Stockholm, Sweden
| | - Maxime Gestin
- Department of Protein Science, School of Chemistry, Biotechnology, and Health (CBH), KTH Royal Institute of Technology, Stockholm, Sweden
| | - Petra Hååg
- Department of Oncology-Pathology, Karolinska Institutet, 17164, Stockholm, Sweden
| | - Rolf Lewensohn
- Department of Oncology-Pathology, Karolinska Institutet, 17164, Stockholm, Sweden; Theme Cancer, Medical Unit Head and Neck, Lung, and Skin Tumors, Thoracic Oncology Center, Karolinska University Hospital, S-171 64, Solna, Sweden
| | - Kristina Viktorsson
- Department of Oncology-Pathology, Karolinska Institutet, 17164, Stockholm, Sweden
| | - Amelie E Karlström
- Department of Protein Science, School of Chemistry, Biotechnology, and Health (CBH), KTH Royal Institute of Technology, Stockholm, Sweden
| | - Apurba Dev
- Department of Applied Physics, School of Engineering Sciences, KTH Royal Institute of Technology, 10691, Stockholm, Sweden; Division of Solid-State Electronics, Department of Electrical Engineering, Uppsala University, 75121, Uppsala, Sweden.
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9
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Williams S, Jalal AR, Lewis MP, Davies OG. A survey to evaluate parameters governing the selection and application of extracellular vesicle isolation methods. J Tissue Eng 2023; 14:20417314231155114. [PMID: 36911574 PMCID: PMC9996742 DOI: 10.1177/20417314231155114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Accepted: 01/19/2023] [Indexed: 03/11/2023] Open
Abstract
Extracellular vesicles (EVs) continue to gain interest across the scientific community for diagnostic and therapeutic applications. As EV applications diversify, it is essential that researchers are aware of challenges, in particular the compatibility of EV isolation methods with downstream applications and their clinical translation. We report outcomes of the first cross-comparison study looking to determine parameters (EV source, starting volume, operator experience, application and implementation parameters such as cost and scalability) governing the selection of popular EV isolation methods across disciplines. Our findings highlighted an increased clinical focus, with 36% of respondents applying EVs in therapeutics and diagnostics. Data indicated preferential selection of ultracentrifugation for therapeutic applications, precipitation reagents in clinical settings and size exclusion chromatography for diagnostic applications utilising biofluids. Method selection was influenced by operator experience, with increased method diversity when EV research was not the respondents primary focus. Application and implementation criteria were indicated to be major influencers in method selection, with UC and SEC chosen for their abilities to process large and small volumes, respectively. Overall, we identified parameters influencing method selection across the breadth of EV science, providing a valuable overview of practical considerations for the effective translation of research outcomes.
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Affiliation(s)
- Soraya Williams
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Aveen R Jalal
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Mark P Lewis
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Owen G Davies
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
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10
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Erozenci LA, Bijnsdorp IV, Piersma SR, Jimenez CR. A Robust and Clinically Applicable Sample Preparation Protocol for Urinary Extracellular Vesicle Isolation Suitable for Mass Spectrometry-Based Proteomics. Methods Mol Biol 2023; 2718:235-251. [PMID: 37665463 DOI: 10.1007/978-1-0716-3457-8_13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
Urinary extracellular vesicles (uEVs) are a rich source of noninvasive protein biomarkers. However, for translation to clinical applications, an easy-to-use uEV isolation protocol is needed that is compatible with proteomics. Here, we provide a detailed description of a quick and clinical applicable uEV isolation protocol. We focus on the isolation procedure and subsequent in-depth proteome characterization using LC-MS/MS-based proteomics. As an example, we show how differential analyses can be performed using urine samples obtained from prostate cancer patients, compared to urine from controls.
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Affiliation(s)
- Leyla A Erozenci
- Department of Medical Oncology, OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam UMC, Location VUMC, Amsterdam, The Netherlands
- Department of Urology, Amsterdam UMC, Location VUMC, Amsterdam, The Netherlands
| | - Irene V Bijnsdorp
- Department of Urology, Amsterdam UMC, Location VUMC, Amsterdam, The Netherlands.
| | - Sander R Piersma
- Department of Medical Oncology, OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam UMC, Location VUMC, Amsterdam, The Netherlands
| | - Connie R Jimenez
- Department of Medical Oncology, OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam UMC, Location VUMC, Amsterdam, The Netherlands.
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11
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Utility of cell-free transrenal DNA for the diagnosis of Tuberculous Meningitis: A proof-of-concept study. Tuberculosis (Edinb) 2022; 135:102213. [DOI: 10.1016/j.tube.2022.102213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 05/21/2022] [Accepted: 05/22/2022] [Indexed: 11/24/2022]
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12
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Correll VL, Otto JJ, Risi CM, Main BP, Boutros PC, Kislinger T, Galkin VE, Nyalwidhe JO, Semmes OJ, Yang L. Optimization of small extracellular vesicle isolation from expressed prostatic secretions in urine for in-depth proteomic analysis. J Extracell Vesicles 2022; 11:e12184. [PMID: 35119778 PMCID: PMC8815402 DOI: 10.1002/jev2.12184] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 11/22/2021] [Accepted: 12/22/2021] [Indexed: 01/23/2023] Open
Abstract
The isolation and subsequent molecular analysis of extracellular vesicles (EVs) derived from patient samples is a widely used strategy to understand vesicle biology and to facilitate biomarker discovery. Expressed prostatic secretions in urine are a tumor proximal fluid that has received significant attention as a source of potential prostate cancer (PCa) biomarkers for use in liquid biopsy protocols. Standard EV isolation methods like differential ultracentrifugation (dUC) co-isolate protein contaminants that mask lower-abundance proteins in typical mass spectrometry (MS) protocols. Further complicating the analysis of expressed prostatic secretions, uromodulin, also known as Tamm-Horsfall protein (THP), is present at high concentrations in urine. THP can form polymers that entrap EVs during purification, reducing yield. Disruption of THP polymer networks with dithiothreitol (DTT) can release trapped EVs, but smaller THP fibres co-isolate with EVs during subsequent ultracentrifugation. To resolve these challenges, we describe here a dUC method that incorporates THP polymer reduction and alkaline washing to improve EV isolation and deplete both THP and other common protein contaminants. When applied to human expressed prostatic secretions in urine, we achieved relative enrichment of known prostate and prostate cancer-associated EV-resident proteins. Our approach provides a promising strategy for global proteomic analyses of urinary EVs.
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Affiliation(s)
- Vanessa L. Correll
- Leroy T. Canoles Jr. Cancer Research CenterEastern Virginia Medical SchoolNorfolkVirginiaUSA
| | - Joseph J. Otto
- Leroy T. Canoles Jr. Cancer Research CenterEastern Virginia Medical SchoolNorfolkVirginiaUSA
| | - Cristina M. Risi
- Department of Physiological SciencesEastern Virginia Medical SchoolNorfolkVirginiaUSA
| | - Brian P. Main
- Leroy T. Canoles Jr. Cancer Research CenterEastern Virginia Medical SchoolNorfolkVirginiaUSA
| | - Paul C. Boutros
- Department of Medical BiophysicsUniversity of TorontoTorontoCanada
- Department of Pharmacology and ToxicologyUniversity of TorontoTorontoCanada
- Department of Human GeneticsUniversity of CaliforniaLos AngelesCaliforniaUSA
- Department of UrologyUniversity of CaliforniaLos AngelesCaliforniaUSA
- Institute for Precision HealthUniversity of CaliforniaLos AngelesCaliforniaUSA
- Jonsson Comprehensive Cancer CenterUniversity of CaliforniaLos AngelesCaliforniaUSA
| | - Thomas Kislinger
- Department of Medical BiophysicsUniversity of TorontoTorontoCanada
- Princess Margaret Cancer CentreUniversity Health NetworkTorontoCanada
| | - Vitold E. Galkin
- Department of Physiological SciencesEastern Virginia Medical SchoolNorfolkVirginiaUSA
| | - Julius O. Nyalwidhe
- Leroy T. Canoles Jr. Cancer Research CenterEastern Virginia Medical SchoolNorfolkVirginiaUSA
- Department of Microbiology and Molecular Cell BiologyEastern Virginia Medical SchoolNorfolkVirginiaUSA
| | - O. John Semmes
- Leroy T. Canoles Jr. Cancer Research CenterEastern Virginia Medical SchoolNorfolkVirginiaUSA
- Department of Microbiology and Molecular Cell BiologyEastern Virginia Medical SchoolNorfolkVirginiaUSA
| | - Lifang Yang
- Leroy T. Canoles Jr. Cancer Research CenterEastern Virginia Medical SchoolNorfolkVirginiaUSA
- Department of Microbiology and Molecular Cell BiologyEastern Virginia Medical SchoolNorfolkVirginiaUSA
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13
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Tesovnik T, Jenko Bizjan B, Šket R, Debeljak M, Battelino T, Kovač J. Technological Approaches in the Analysis of Extracellular Vesicle Nucleotide Sequences. Front Bioeng Biotechnol 2021; 9:787551. [PMID: 35004647 PMCID: PMC8733665 DOI: 10.3389/fbioe.2021.787551] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 11/11/2021] [Indexed: 12/12/2022] Open
Abstract
Together with metabolites, proteins, and lipid components, the EV cargo consists of DNA and RNA nucleotide sequence species, which are part of the intracellular communication network regulating specific cellular processes and provoking distinct target cell responses. The extracellular vesicle (EV) nucleotide sequence cargo molecules are often investigated in association with a particular pathology and may provide an insight into the physiological and pathological processes in hard-to-access organs and tissues. The diversity and biological function of EV nucleotide sequences are distinct regarding EV subgroups and differ in tissue- and cell-released EVs. EV DNA is present mainly in apoptotic bodies, while there are different species of EV RNAs in all subgroups of EVs. A limited sample volume of unique human liquid biopsy provides a small amount of EVs with limited isolated DNA and RNA, which can be a challenging factor for EV nucleotide sequence analysis, while the additional difficulty is technical variability of molecular nucleotide detection. Every EV study is challenged with its first step of the EV isolation procedure, which determines the EV's purity, yield, and diameter range and has an impact on the EV's downstream analysis with a significant impact on the final result. The gold standard EV isolation procedure with ultracentrifugation provides a low output and not highly pure isolated EVs, while modern techniques increase EV's yield and purity. Different EV DNA and RNA detection techniques include the PCR procedure for nucleotide sequence replication of the molecules of interest, which can undergo a small-input EV DNA or RNA material. The nucleotide sequence detection approaches with their advantages and disadvantages should be considered to appropriately address the study problem and to extract specific EV nucleotide sequence information with the detection using qPCR or next-generation sequencing. Advanced next-generation sequencing techniques allow the detection of total EV genomic or transcriptomic data even at the single-molecule resolution and thus, offering a sensitive and accurate EV DNA or RNA biomarker detection. Additionally, with the processes where the EV genomic or transcriptomic data profiles are compared to identify characteristic EV differences in specific conditions, novel biomarkers could be discovered. Therefore, a suitable differential expression analysis is crucial to define the EV DNA or RNA differences between conditions under investigation. Further bioinformatics analysis can predict molecular cell targets and identify targeted and affected cellular pathways. The prediction target tools with functional studies are essential to help specify the role of the investigated EV-targeted nucleotide sequences in health and disease and support further development of EV-related therapeutics. This review will discuss the biological diversity of human liquid biopsy-obtained EV nucleotide sequences DNA and RNA species reported as potential biomarkers in health and disease and methodological principles of their detection, from human liquid biopsy EV isolation, EV nucleotide sequence extraction, techniques for their detection, and their cell target prediction.
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Affiliation(s)
- Tine Tesovnik
- Institute for Special Laboratory Diagnostics, University Medical Centre Ljubljana, University Children’s Hospital, Ljubljana, Slovenia
| | - Barbara Jenko Bizjan
- Institute for Special Laboratory Diagnostics, University Medical Centre Ljubljana, University Children’s Hospital, Ljubljana, Slovenia
| | - Robert Šket
- Institute for Special Laboratory Diagnostics, University Medical Centre Ljubljana, University Children’s Hospital, Ljubljana, Slovenia
| | - Maruša Debeljak
- Institute for Special Laboratory Diagnostics, University Medical Centre Ljubljana, University Children’s Hospital, Ljubljana, Slovenia
| | - Tadej Battelino
- Department of Pediatric Endocrinology, Diabetes and Metabolic Diseases, University Medical Centre Ljubljana, University Children’s Hospital, Ljubljana, Slovenia
- Faculty of Medicine, Chair of Paediatrics, University of Ljubljana, Ljubljana, Slovenia
| | - Jernej Kovač
- Institute for Special Laboratory Diagnostics, University Medical Centre Ljubljana, University Children’s Hospital, Ljubljana, Slovenia
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Single Extracellular Vesicle Analysis Performed by Imaging Flow Cytometry and Nanoparticle Tracking Analysis Evaluate the Accuracy of Urinary Extracellular Vesicle Preparation Techniques Differently. Int J Mol Sci 2021; 22:ijms222212436. [PMID: 34830318 PMCID: PMC8620260 DOI: 10.3390/ijms222212436] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Revised: 11/08/2021] [Accepted: 11/12/2021] [Indexed: 12/15/2022] Open
Abstract
Small extracellular vesicles isolated from urine (uEVs) are increasingly recognized as potential biomarkers. Meanwhile, different uEV preparation strategies exist. Conventionally, the performance of EV preparation methods is evaluated by single particle quantification, Western blot, and electron microscopy. Recently, we introduced imaging flow cytometry (IFCM) as a next-generation single EV analysis technology. Here, we analyzed uEV samples obtained with different preparation procedures using nanoparticle tracking analysis (NTA), semiquantitative Western blot, and IFCM. IFCM analyses demonstrated that urine contains a predominant CD9+ sEV population, which exceeds CD63+ and CD81+ sEV populations. Furthermore, we demonstrated that the storage temperature of urine samples negatively affects the recovery of CD9+ sEVs. Although overall reduced, the highest CD9+ sEV recovery was obtained from urine samples stored at −80 °C and the lowest from those stored at −20 °C. Upon comparing the yield of the different uEV preparations, incongruencies between NTA and IFCM data became apparent. Results obtained by both NTA and IFCM were consistent with Western blot analyses for EV marker proteins; however, NTA results correlated with the amount of the impurity marker uromodulin. Despite demonstrating that the combination of ultrafiltration and size exclusion chromatography appears as a reliable uEV preparation technique, our data challenge the soundness of traditional NTA for the evaluation of different EV preparation methods.
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15
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Barreiro K, Dwivedi OP, Valkonen S, Groop P, Tuomi T, Holthofer H, Rannikko A, Yliperttula M, Siljander P, Laitinen S, Serkkola E, af Hällström T, Forsblom C, Groop L, Puhka M. Urinary extracellular vesicles: Assessment of pre-analytical variables and development of a quality control with focus on transcriptomic biomarker research. J Extracell Vesicles 2021; 10:e12158. [PMID: 34651466 PMCID: PMC8517090 DOI: 10.1002/jev2.12158] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 09/06/2021] [Accepted: 09/24/2021] [Indexed: 12/13/2022] Open
Abstract
Urinary extracellular vesicles (uEV) are a topical source of non-invasive biomarkers for health and diseases of the urogenital system. However, several challenges have become evident in the standardization of uEV pipelines from collection of urine to biomarker analysis. Here, we studied the effect of pre-analytical variables and developed means of quality control for uEV isolates to be used in transcriptomic biomarker research. We included urine samples from healthy controls and individuals with type 1 or type 2 diabetes and normo-, micro- or macroalbuminuria and isolated uEV by ultracentrifugation. We studied the effect of storage temperature (-20°C vs. -80°C), time (up to 4 years) and storage format (urine or isolated uEV) on quality of uEV by nanoparticle tracking analysis, electron microscopy, Western blotting and qPCR. Urinary EV RNA was compared in terms of quantity, quality, and by mRNA or miRNA sequencing. To study the stability of miRNA levels in samples isolated by different methods, we created and tested a list of miRNAs commonly enriched in uEV isolates. uEV and their transcriptome were preserved in urine or as isolated uEV even after long-term storage at -80°C. However, storage at -20°C degraded particularly the GC-rich part of the transcriptome and EV protein markers. Transcriptome was preserved in RNA samples extracted with and without DNAse, but read distributions still showed some differences in e.g. intergenic and intronic reads. MiRNAs commonly enriched in uEV isolates were stable and concordant between different EV isolation methods. Analysis of never frozen uEV helped to identify surface characteristics of particles by EM. In addition to uEV, qPCR assays demonstrated that uEV isolates commonly contained polyoma viruses. Based on our results, we present recommendations how to store and handle uEV isolates for transcriptomics studies that may help to expedite standardization of the EV biomarker field.
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Affiliation(s)
- Karina Barreiro
- Institute for Molecular Medicine Finland FIMMUniversity of HelsinkiHelsinkiFinland
| | - Om Prakash Dwivedi
- Institute for Molecular Medicine Finland FIMMUniversity of HelsinkiHelsinkiFinland
| | - Sami Valkonen
- EV Group, Molecular and Integrative Biosciences Research ProgramFaculty of Biological and Environmental SciencesUniversity of HelsinkiHelsinkiFinland
- Research and DevelopmentFinnish Red Cross Blood ServiceHelsinkiFinland
- Drug Research ProgramDivision of Pharmaceutical BiosciencesFaculty of PharmacyUniversity of HelsinkiHelsinkiFinland
| | - Per‐Henrik Groop
- Folkhälsan Institute of GeneticsFolkhälsan Research CenterHelsinkiFinland
- Department of NephrologyUniversity of Helsinki and Helsinki University HospitalHelsinkiFinland
- Research Program for Clinical and Molecular MetabolismFaculty of MedicineUniversity of HelsinkiHelsinkiFinland
- Department of DiabetesCentral Clinical SchoolMonash UniversityMelbourneAustralia
| | - Tiinamaija Tuomi
- Institute for Molecular Medicine Finland FIMMUniversity of HelsinkiHelsinkiFinland
- Research Program for Clinical and Molecular MetabolismFaculty of MedicineUniversity of HelsinkiHelsinkiFinland
- Department of Clinical SciencesLund University Diabetes CenterMalmöSweden
- Skåne University HospitalLund UniversityMalmöSweden
- Abdominal Center, EndocrinologyUniversity of Helsinki and Helsinki University HospitalHelsinkiFinland
| | - Harry Holthofer
- Institute for Molecular Medicine Finland FIMMUniversity of HelsinkiHelsinkiFinland
- III Department of MedicineUniversity Medical Center Hamburg‐EppendorfHamburgGermany
| | - Antti Rannikko
- Department of UrologyUniversity of Helsinki and Helsinki University HospitalHelsinkiFinland
- Research Program in Systems OncologyFaculty of MedicineUniversity of HelsinkiHelsinkiFinland
| | - Marjo Yliperttula
- Drug Research ProgramDivision of Pharmaceutical BiosciencesFaculty of PharmacyUniversity of HelsinkiHelsinkiFinland
| | - Pia Siljander
- EV Group, Molecular and Integrative Biosciences Research ProgramFaculty of Biological and Environmental SciencesUniversity of HelsinkiHelsinkiFinland
- CURED, Drug Research ProgramDivision of Pharmaceutical BiosciencesFaculty of PharmacyUniversity of HelsinkiHelsinkiFinland
- EV‐coreFaculty of Biological and Environmental SciencesUniversity of HelsinkiHelsinkiFinland
| | - Saara Laitinen
- Research and DevelopmentFinnish Red Cross Blood ServiceHelsinkiFinland
| | | | | | - Carol Forsblom
- Institute for Molecular Medicine Finland FIMMUniversity of HelsinkiHelsinkiFinland
- Folkhälsan Institute of GeneticsFolkhälsan Research CenterHelsinkiFinland
- Department of NephrologyUniversity of Helsinki and Helsinki University HospitalHelsinkiFinland
- Research Program for Clinical and Molecular MetabolismFaculty of MedicineUniversity of HelsinkiHelsinkiFinland
| | - Leif Groop
- Institute for Molecular Medicine Finland FIMMUniversity of HelsinkiHelsinkiFinland
- Department of Clinical SciencesLund University Diabetes CenterMalmöSweden
- Skåne University HospitalLund UniversityMalmöSweden
| | - Maija Puhka
- Institute for Molecular Medicine Finland FIMMUniversity of HelsinkiHelsinkiFinland
- HiPrep and EV CoreInstitute for Molecular Medicine Finland FIMMUniversity of HelsinkiHelsinkiFinland
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16
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Erozenci LA, Piersma SR, Pham TV, Bijnsdorp IV, Jimenez CR. Longitudinal stability of urinary extracellular vesicle protein patterns within and between individuals. Sci Rep 2021; 11:15629. [PMID: 34341426 PMCID: PMC8329217 DOI: 10.1038/s41598-021-95082-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Accepted: 06/29/2021] [Indexed: 02/07/2023] Open
Abstract
The protein content of urinary extracellular vesicles (EVs) is considered to be an attractive non-invasive biomarker source. However, little is known about the consistency and variability of urinary EV proteins within and between individuals over a longer time-period. Here, we evaluated the stability of the urinary EV proteomes of 8 healthy individuals at 9 timepoints over 6 months using data-independent-acquisition mass spectrometry. The 1802 identified proteins had a high correlation amongst all samples, with 40% of the proteome detected in every sample and 90% detected in more than 1 individual at all timepoints. Unsupervised analysis of top 10% most variable proteins yielded person-specific profiles. The core EV-protein-interaction network of 516 proteins detected in all measured samples revealed sub-clusters involved in the biological processes of G-protein signaling, cytoskeletal transport, cellular energy metabolism and immunity. Furthermore, gender-specific expression patterns were detected in the urinary EV proteome. Our findings indicate that the urinary EV proteome is stable in longitudinal samples of healthy subjects over a prolonged time-period, further underscoring its potential for reliable non-invasive diagnostic/prognostic biomarkers.
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Affiliation(s)
- Leyla A. Erozenci
- grid.509540.d0000 0004 6880 3010Department of Medical Oncology, OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam UMC, Location VUMC, Amsterdam, The Netherlands ,grid.509540.d0000 0004 6880 3010Department of Urology, Amsterdam UMC, Location VUMC, Amsterdam, The Netherlands
| | - Sander R. Piersma
- grid.509540.d0000 0004 6880 3010Department of Medical Oncology, OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam UMC, Location VUMC, Amsterdam, The Netherlands
| | - Thang V. Pham
- grid.509540.d0000 0004 6880 3010Department of Medical Oncology, OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam UMC, Location VUMC, Amsterdam, The Netherlands
| | - Irene V. Bijnsdorp
- grid.509540.d0000 0004 6880 3010Department of Medical Oncology, OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam UMC, Location VUMC, Amsterdam, The Netherlands ,grid.509540.d0000 0004 6880 3010Department of Urology, Amsterdam UMC, Location VUMC, Amsterdam, The Netherlands
| | - Connie R. Jimenez
- grid.509540.d0000 0004 6880 3010Department of Medical Oncology, OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam UMC, Location VUMC, Amsterdam, The Netherlands
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17
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Urinary Extracellular Vesicles Magic Particles for Biomarker Discovery. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2021; 1306:29-40. [PMID: 33959904 DOI: 10.1007/978-3-030-63908-2_3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/18/2023]
Abstract
Extracellular vesicles (EV) are small membrane-coated structures secreted by all cells of the body and can be detected in all bodily fluids, including urine. EV contents (e.g. proteins and distinct RNA classes) reflect the physiological state of their cells of origin, offering a new source of biomarkers. Accordingly, urinary Extracellular Vesicles (uEVs) are emerging as a source for early biomarkers of kidney damage and beyond, holding the potential to replace the conventional invasive techniques including kidney biopsy. However, the lack of standardization and sample collection and isolation methods, and the influence of factors such as inter- and intra-individual variability create difficulties in interpreting current results. Here we review recent results and reported uses of especially urinary EVs and also pinpoint approaches to be considered when designing experiments.
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18
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Erdbrügger U, Blijdorp CJ, Bijnsdorp IV, Borràs FE, Burger D, Bussolati B, Byrd JB, Clayton A, Dear JW, Falcón‐Pérez JM, Grange C, Hill AF, Holthöfer H, Hoorn EJ, Jenster G, Jimenez CR, Junker K, Klein J, Knepper MA, Koritzinsky EH, Luther JM, Lenassi M, Leivo J, Mertens I, Musante L, Oeyen E, Puhka M, van Royen ME, Sánchez C, Soekmadji C, Thongboonkerd V, van Steijn V, Verhaegh G, Webber JP, Witwer K, Yuen PS, Zheng L, Llorente A, Martens‐Uzunova ES. Urinary extracellular vesicles: A position paper by the Urine Task Force of the International Society for Extracellular Vesicles. J Extracell Vesicles 2021; 10:e12093. [PMID: 34035881 PMCID: PMC8138533 DOI: 10.1002/jev2.12093] [Citation(s) in RCA: 157] [Impact Index Per Article: 52.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 03/26/2021] [Accepted: 04/22/2021] [Indexed: 12/17/2022] Open
Abstract
Urine is commonly used for clinical diagnosis and biomedical research. The discovery of extracellular vesicles (EV) in urine opened a new fast-growing scientific field. In the last decade urinary extracellular vesicles (uEVs) were shown to mirror molecular processes as well as physiological and pathological conditions in kidney, urothelial and prostate tissue. Therefore, several methods to isolate and characterize uEVs have been developed. However, methodological aspects of EV separation and analysis, including normalization of results, need further optimization and standardization to foster scientific advances in uEV research and a subsequent successful translation into clinical practice. This position paper is written by the Urine Task Force of the Rigor and Standardization Subcommittee of ISEV consisting of nephrologists, urologists, cardiologists and biologists with active experience in uEV research. Our aim is to present the state of the art and identify challenges and gaps in current uEV-based analyses for clinical applications. Finally, recommendations for improved rigor, reproducibility and interoperability in uEV research are provided in order to facilitate advances in the field.
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19
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Chen R, Yi Y, Xiao W, Zhong B, Shu Y, Zhang L, Zeng Y. Label-Free Liquid Chromatography-Mass Spectrometry Proteomic Analysis of Urinary Identification in Diabetic Vascular Dementia in a Han Chinese Population. Front Aging Neurosci 2021; 13:619945. [PMID: 33597859 PMCID: PMC7882624 DOI: 10.3389/fnagi.2021.619945] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 01/04/2021] [Indexed: 12/18/2022] Open
Abstract
Objective: This study aimed to identify potential diagnostic biomarkers of diabetic vascular dementia (DVD) and unravel the underlying mechanisms using mass spectrometry (MS). Methods: Label-free liquid chromatography-tandem mass spectrometry (LC-MS/MS) proteomic analysis was applied to urine samples from four groups, including 14 patients with vascular dementia (VD), 22 patients with type 2 diabetes mellitus (T2DM), 12 patients with DVD, and 21 normal controls (NCs). Searching the MS data by Proteome Discoverer software (ThermoFisher Scientific; Waltham, MA, USA), protein abundances were analyzed qualitatively and quantitatively and compared between these groups. Combining bioinformatics analysis using Gene Ontology (GO), pathway crosstalk analysis using Kyoto Encyclopedia of Genes and Genomes (KEGG), protein–protein interaction (PPI) network analysis using STRING, and literature searching, the differentially expressed proteins (DEPs) of DVD can be comprehensively judged and were further quantified by receiver operating characteristic (ROC) curve methods. Results: The proteomic findings showed quantitative changes in patients with DVD compared to patients with NC, T2DM, and VD groups; among 4,744 identified urine proteins, 1,222, 1,152, and 1,180 proteins displayed quantitative changes unique to DVD vs. NC, T2DM, and VD, respectively, including 481 overlapped common DEPs. Then, nine unique proteins [including HP, SERPIND, ATP5PB, VNN2, ALDH3A1, U2AF2, C6, A0A5C2GRG5 (no name), and A0A5C2FZ29 (no name)] and two composite markers (CM) (A0A5C2GRG5+U2AF2 and U2AF2+C6) were confirmed by a ROC curve method. Conclusion: This study provided an insight into the potential pathogenesis of DVD and elucidated a method for early detection.
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Affiliation(s)
- Ruijuan Chen
- Department of Geriatrics, Second Xiangya Hospital, Central South University, Changsha, China
| | - Yuanjing Yi
- Department of Geriatrics, Second Xiangya Hospital, Central South University, Changsha, China
| | - Wenbiao Xiao
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, China
| | - Bowen Zhong
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing, China
| | - Yi Shu
- Department of Neurology, Second Xiangya Hospital, Central South University, Changsha, China
| | - Le Zhang
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, China
| | - Yi Zeng
- Department of Geriatrics, Second Xiangya Hospital, Central South University, Changsha, China
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20
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Zhang H, Deng Y, Liu X, Sun J, Ma L, Ding Y, Zhan Z, Zhang H, Yang Y, Gu Y, Iliuk AB, Yang C, Tao WA. Glass Fiber-Supported Hybrid Monolithic Spin Tip for Enrichment of Phosphopeptides from Urinary Extracellular Vesicles. Anal Chem 2020; 92:14790-14797. [PMID: 33074658 PMCID: PMC8281360 DOI: 10.1021/acs.analchem.0c03557] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Extracellular vesicles (EVs) are attracting increasing interest with their intriguing role in intercellular communications. Protein phosphorylation in EVs is of great importance for understanding intercellular signaling processes. However, the study of EV phosphoproteomics is impeded by their relatively low amount in limited clinical sample volumes, and it is necessary to have a sensitive and efficient enrichment method for EV phosphopeptides. Herein, a novel Ti(IV)-functionalized and glass fiber-supported hybrid monolithic spin tip, termed PhosTip, was prepared for enriching phosphopeptides from urinary EVs. Glass fiber as the stationary phase positions the hybrid monolith in a standard pipet tip and prevents the monolith from distortion during experiments. The preparation procedure for the new PhosTip is simple and time-saving. The hybrid monolithic PhosTip provides excellent enrichment efficiency of low-abundance phosphopeptides from cell digests and urinary EVs with minimum contamination and sample loss. Using the PhosTip, we demonstrate that 5373 and 336 unique phosphopeptides were identified from 100 and 1 μg of cell lysates, while 3919 and 217 unique phosphopeptides were successfully identified from 10 and 1 mL of urinary samples, respectively. The PhosTip was finally applied to enrich phosphopeptides in urine EVs from prostate cancer patients and healthy controls and quantify 118 up-regulated proteins with phosphosites in prostate cancer samples. These results demonstrated that the PhosTip could be a simple and convenient tool for enriching phosphopeptides from clinical samples and for broader applications in biomarker discovery.
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Affiliation(s)
- Haiyang Zhang
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, No. 2 Sipailou, Nanjing 210009, China
| | - Yuanyuan Deng
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, No. 2 Sipailou, Nanjing 210009, China
| | - Xinyi Liu
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, No. 2 Sipailou, Nanjing 210009, China
| | - Jie Sun
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, No. 2 Sipailou, Nanjing 210009, China
| | - Leyao Ma
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, No. 2 Sipailou, Nanjing 210009, China
| | - Yajie Ding
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, No. 2 Sipailou, Nanjing 210009, China
| | - Zhen Zhan
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, No. 2 Sipailou, Nanjing 210009, China
| | - Hao Zhang
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, No. 2 Sipailou, Nanjing 210009, China
| | - Yuchen Yang
- Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, Jiangsu Province Hospital, No. 68, Changle Road, Nanjing 210009, China
| | - Yanhong Gu
- Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, Jiangsu Province Hospital, No. 68, Changle Road, Nanjing 210009, China
| | - Anton B Iliuk
- Tymora Analytical Operations, West Lafayette, Indiana 47906, United States
- Department of Biochemistry, Purdue University, West Lafayette, Indiana 47907, United States
| | - Chenxi Yang
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University, No. 2 Sipailou, Nanjing 210009, China
| | - W Andy Tao
- Department of Biochemistry, Purdue University, West Lafayette, Indiana 47907, United States
- Department of Chemistry, Purdue University, West Lafayette, Indiana 47907, United States
- Purdue Center of Cancer Research, Purdue University, West Lafayette, Indiana 47907, United States
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Ponzetti M, Rucci N. Switching Homes: How Cancer Moves to Bone. Int J Mol Sci 2020; 21:E4124. [PMID: 32527062 PMCID: PMC7313057 DOI: 10.3390/ijms21114124] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 06/04/2020] [Accepted: 06/05/2020] [Indexed: 02/06/2023] Open
Abstract
Bone metastases (BM) are a very common complication of the most prevalent human cancers. BM are extremely painful and may be life-threatening when associated with hypercalcaemia. BM can lead to kidney failure and cardiac arrhythmias and arrest, but why and how do cancer cells decide to "switch homes" and move to bone? In this review, we will present what answers science has provided so far, with focus on the molecular mechanisms and cellular aspects of well-established findings, such as the concept of "vicious cycle" and "osteolytic" vs. "osteosclerotic" bone metastases; as well as on novel concepts, such as cellular dormancy and extracellular vesicles. At the molecular level, we will focus on hypoxia-associated factors and angiogenesis, the Wnt pathway, parathyroid hormone-related peptide (PTHrP) and chemokines. At the supramolecular/cellular level, we will discuss tumour dormancy, id est the mechanisms through which a small contingent of tumour cells coming from the primary site may be kept dormant in the endosteal niche for many years. Finally, we will present a potential role for the multimolecular mediators known as extracellular vesicles in determining bone-tropism and establishing a premetastatic niche by influencing the bone microenvironment.
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Affiliation(s)
| | - Nadia Rucci
- Department of Biotechnological and Applied Clinical Sciences, University of L’Aquila, 67100 L’Aquila, Italy;
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de Oliveira MC, Caires HR, Oliveira MJ, Fraga A, Vasconcelos MH, Ribeiro R. Urinary Biomarkers in Bladder Cancer: Where Do We Stand and Potential Role of Extracellular Vesicles. Cancers (Basel) 2020; 12:cancers12061400. [PMID: 32485907 PMCID: PMC7352974 DOI: 10.3390/cancers12061400] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Revised: 05/23/2020] [Accepted: 05/28/2020] [Indexed: 12/24/2022] Open
Abstract
Extracellular vesicles (EVs) are small membrane vesicles released by all cells and involved in intercellular communication. Importantly, EVs cargo includes nucleic acids, lipids, and proteins constantly transferred between different cell types, contributing to autocrine and paracrine signaling. In recent years, they have been shown to play vital roles, not only in normal biological functions, but also in pathological conditions, such as cancer. In the multistep process of cancer progression, EVs act at different levels, from stimulation of neoplastic transformation, proliferation, promotion of angiogenesis, migration, invasion, and formation of metastatic niches in distant organs, to immune escape and therapy resistance. Moreover, as products of their parental cells, reflecting their genetic signatures and phenotypes, EVs hold great promise as diagnostic and prognostic biomarkers. Importantly, their potential to overcome the current limitations or the present diagnostic procedures has created interest in bladder cancer (BCa). Indeed, cystoscopy is an invasive and costly technique, whereas cytology has poor sensitivity for early staged and low-grade disease. Several urine-based biomarkers for BCa were found to overcome these limitations. Here, we review their potential advantages and downfalls. In addition, recent literature on the potential of EVs to improve BCa management was reviewed and discussed.
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Affiliation(s)
- Manuel Castanheira de Oliveira
- i3S—Instituto de Investigação e Inovação em Saúde, University of Porto, 4200-135 Porto, Portugal; (H.R.C.); (M.J.O.); (A.F.); (M.H.V.)
- Tumor & Microenvironment Interactions Group, INEB - Institute of Biomedical Engineering, University of Porto, 4200-135 Porto, Portugal
- Department of Urology, Centro Hospitalar e Universitário do Porto, 4099-001 Porto, Portugal
- ICBAS-Institute of Biomedical Sciences Abel Salazar, University of Porto, 4050-313 Porto, Portugal
- Correspondence: (M.C.d.O.); (R.R.); Tel.: +351-222-077-502 (M.C.d.O.); +351-912-157-736 (R.R.)
| | - Hugo R. Caires
- i3S—Instituto de Investigação e Inovação em Saúde, University of Porto, 4200-135 Porto, Portugal; (H.R.C.); (M.J.O.); (A.F.); (M.H.V.)
- Cancer Drug Resistance Group, IPATIMUP - Institute of Molecular Pathology and Immunology of the University of Porto, 4200-135 Porto, Portugal
| | - Maria J. Oliveira
- i3S—Instituto de Investigação e Inovação em Saúde, University of Porto, 4200-135 Porto, Portugal; (H.R.C.); (M.J.O.); (A.F.); (M.H.V.)
- Tumor & Microenvironment Interactions Group, INEB - Institute of Biomedical Engineering, University of Porto, 4200-135 Porto, Portugal
- Department of Pathology, Faculty of Medicine, University of Porto, 4200-450 Porto, Portugal
| | - Avelino Fraga
- i3S—Instituto de Investigação e Inovação em Saúde, University of Porto, 4200-135 Porto, Portugal; (H.R.C.); (M.J.O.); (A.F.); (M.H.V.)
- Tumor & Microenvironment Interactions Group, INEB - Institute of Biomedical Engineering, University of Porto, 4200-135 Porto, Portugal
- Department of Urology, Centro Hospitalar e Universitário do Porto, 4099-001 Porto, Portugal
- ICBAS-Institute of Biomedical Sciences Abel Salazar, University of Porto, 4050-313 Porto, Portugal
| | - M. Helena Vasconcelos
- i3S—Instituto de Investigação e Inovação em Saúde, University of Porto, 4200-135 Porto, Portugal; (H.R.C.); (M.J.O.); (A.F.); (M.H.V.)
- Cancer Drug Resistance Group, IPATIMUP - Institute of Molecular Pathology and Immunology of the University of Porto, 4200-135 Porto, Portugal
- Department of Biological Sciences, FFUP—Faculty of Pharmacy, University of Porto, 4050-313 Porto, Portugal
| | - Ricardo Ribeiro
- i3S—Instituto de Investigação e Inovação em Saúde, University of Porto, 4200-135 Porto, Portugal; (H.R.C.); (M.J.O.); (A.F.); (M.H.V.)
- Tumor & Microenvironment Interactions Group, INEB - Institute of Biomedical Engineering, University of Porto, 4200-135 Porto, Portugal
- Laboratory of Genetics and Instituto de Saúde Ambiental, Faculdade de Medicina, University of Lisbon, 1649-028 Lisbon, Portugal
- Department of Clinical Pathology, Centro Hospitalar e Universitário de Coimbra, 3004-561 Coimbra, Portugal
- Correspondence: (M.C.d.O.); (R.R.); Tel.: +351-222-077-502 (M.C.d.O.); +351-912-157-736 (R.R.)
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Tan Q, Shi S, Liang J, Zhang X, Cao D, Wang Z. MicroRNAs in Small Extracellular Vesicles Indicate Successful Embryo Implantation during Early Pregnancy. Cells 2020; 9:cells9030645. [PMID: 32155950 PMCID: PMC7140406 DOI: 10.3390/cells9030645] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Revised: 03/01/2020] [Accepted: 03/04/2020] [Indexed: 12/11/2022] Open
Abstract
Synchronous communication between the developing embryo and the receptive endometrium is crucial for embryo implantation. Thus, uterine receptivity evaluation is vital in managing recurrent implantation failure (RIF). The potential roles of small extracellular vesicle (sEV) miRNAs in pregnancy have been widely studied. However, the systematic study of sEVs derived from endometrium and its cargos during the implantation stage have not yet been reported. In this study, we isolated endometrium-derived sEVs from the mouse endometrium on D2 (pre-receptive phase), D4 (receptive phase), and D5 (implantation) of pregnancy. Herein, we reveal that multivesicular bodies (MVBs) in the endometrium increase in number during the window of implantation (WOI). Moreover, our findings indicate that CD63, a well-known sEV marker, is expressed in the luminal and glandular epithelium of mouse endometrium. The sEV miRNA expression profiles indicated that miR-34c-5p, miR-210, miR-369-5p, miR-30b, and miR-582-5p are enriched during WOI. Further, we integrated the RIF’s database analysis results and found out that miR-34c-5p regulates growth arrest specific 1 (GAS1) for normal embryo implantation. Notably, miR-34c-5p is downregulated during implantation but upregulated in sEVs. An implication of this is the possibility that sEVs miR-34c-5p could be used to evaluate uterine states. In conclusion, these findings suggest that the endometrium derived-sEV miRNAs are potential biomarkers in determining the appropriate period for embryo implantation. This study also has several important implications for future practice, including therapy of infertility.
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Affiliation(s)
- Qiang Tan
- College of Animal Science, Zhejiang University, Hangzhou 310058, China; (Q.T.); (S.S.); (J.L.); (D.C.)
| | - Shuang Shi
- College of Animal Science, Zhejiang University, Hangzhou 310058, China; (Q.T.); (S.S.); (J.L.); (D.C.)
| | - Jingjie Liang
- College of Animal Science, Zhejiang University, Hangzhou 310058, China; (Q.T.); (S.S.); (J.L.); (D.C.)
| | - Xiaowei Zhang
- Zhejiang Animal Husbandry Techniques Extension Station, Hangzhou 310020, China;
| | - Dingren Cao
- College of Animal Science, Zhejiang University, Hangzhou 310058, China; (Q.T.); (S.S.); (J.L.); (D.C.)
| | - Zhengguang Wang
- College of Animal Science, Zhejiang University, Hangzhou 310058, China; (Q.T.); (S.S.); (J.L.); (D.C.)
- Correspondence:
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