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Gokulnath P, Spanos M, Immo Lehmann H, Sheng Q, Rodosthenous R, Chaffin M, Varrias D, Chatterjee E, Hutchins E, Li G, Daaboul G, Rana F, Mingyi Wang A, Van Keuren-Jensen K, Ellinor PT, Shah R, Das S. Distinct Plasma Extracellular Vesicle Transcriptomes in Acute Decompensated Heart Failure Subtypes: A Liquid Biopsy Approach. Circulation 2024; 149:1147-1149. [PMID: 38557125 PMCID: PMC10987042 DOI: 10.1161/circulationaha.123.065513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Affiliation(s)
- Priyanka Gokulnath
- Cardiovascular Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Michail Spanos
- Cardiovascular Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - H. Immo Lehmann
- Cardiovascular Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Quanhu Sheng
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Rodosthenis Rodosthenous
- Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland
| | - Mark Chaffin
- Cardiovascular Disease Initiative, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Dimitrios Varrias
- Cardiovascular Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Emeli Chatterjee
- Cardiovascular Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Elizabeth Hutchins
- Division of Neurogenomics, Translational Genomics Research Institute, Phoenix, AZ, USA
| | - Guoping Li
- Cardiovascular Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | | | - Farhan Rana
- Cardiovascular Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Ashley Mingyi Wang
- Cardiovascular Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | | | - Patrick T. Ellinor
- Cardiovascular Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Ravi Shah
- Vanderbilt Translational and Clinical Research Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Saumya Das
- Cardiovascular Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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Castro-Cruz M, Hyka L, Daaboul G, Leblanc R, Meeussen S, Lembo F, Oris A, Van Herck L, Granjeaud S, David G, Zimmermann P. PDZ scaffolds regulate extracellular vesicle production, composition, and uptake. Proc Natl Acad Sci U S A 2023; 120:e2310914120. [PMID: 37695903 PMCID: PMC10515165 DOI: 10.1073/pnas.2310914120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 08/08/2023] [Indexed: 09/13/2023] Open
Abstract
Extracellular vesicles (EVs) are membrane-limited organelles mediating cell-to-cell communication in health and disease. EVs are of high medical interest, but their rational use for diagnostics or therapies is restricted by our limited understanding of the molecular mechanisms governing EV biology. Here, we tested whether PDZ proteins, molecular scaffolds that support the formation, transport, and function of signal transduction complexes and that coevolved with multicellularity, may represent important EV regulators. We reveal that the PDZ proteome (ca. 150 proteins in human) establishes a discrete number of direct interactions with the tetraspanins CD9, CD63, and CD81, well-known EV constituents. Strikingly, PDZ proteins interact more extensively with syndecans (SDCs), ubiquitous membrane proteins for which we previously demonstrated an important role in EV biogenesis, loading, and turnover. Nine PDZ proteins were tested in loss-of-function studies. We document that these PDZ proteins regulate both tetraspanins and SDCs, differentially affecting their steady-state levels, subcellular localizations, metabolism, endosomal budding, and accumulations in EVs. Importantly, we also show that PDZ proteins control the levels of heparan sulfate at the cell surface that functions in EV capture. In conclusion, our study establishes that the extensive networking of SDCs, tetraspanins, and PDZ proteins contributes to EV heterogeneity and turnover, highlighting an important piece of the molecular framework governing intracellular trafficking and intercellular communication.
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Affiliation(s)
- Monica Castro-Cruz
- Department of Human Genetics, Katholieke Universiteit Leuven, B-3000Leuven, Belgium
- Équipe Labellisée Ligue 2018, Aix Marseille Université, INSERM 1068, CNRS 7258, Institut Paoli Calmettes, Centre de Recherche en Cancérologie de Marseille, 13009Marseille, France
| | - Lukas Hyka
- Department of Human Genetics, Katholieke Universiteit Leuven, B-3000Leuven, Belgium
- Équipe Labellisée Ligue 2018, Aix Marseille Université, INSERM 1068, CNRS 7258, Institut Paoli Calmettes, Centre de Recherche en Cancérologie de Marseille, 13009Marseille, France
| | | | - Raphael Leblanc
- Équipe Labellisée Ligue 2018, Aix Marseille Université, INSERM 1068, CNRS 7258, Institut Paoli Calmettes, Centre de Recherche en Cancérologie de Marseille, 13009Marseille, France
| | - Sofie Meeussen
- Department of Human Genetics, Katholieke Universiteit Leuven, B-3000Leuven, Belgium
| | - Frédérique Lembo
- Équipe Labellisée Ligue 2018, Aix Marseille Université, INSERM 1068, CNRS 7258, Institut Paoli Calmettes, Centre de Recherche en Cancérologie de Marseille, 13009Marseille, France
| | - Anouk Oris
- Department of Human Genetics, Katholieke Universiteit Leuven, B-3000Leuven, Belgium
| | - Lore Van Herck
- Department of Human Genetics, Katholieke Universiteit Leuven, B-3000Leuven, Belgium
| | - Samuel Granjeaud
- Équipe Labellisée Ligue 2018, Aix Marseille Université, INSERM 1068, CNRS 7258, Institut Paoli Calmettes, Centre de Recherche en Cancérologie de Marseille, 13009Marseille, France
| | - Guido David
- Department of Human Genetics, Katholieke Universiteit Leuven, B-3000Leuven, Belgium
- Équipe Labellisée Ligue 2018, Aix Marseille Université, INSERM 1068, CNRS 7258, Institut Paoli Calmettes, Centre de Recherche en Cancérologie de Marseille, 13009Marseille, France
| | - Pascale Zimmermann
- Department of Human Genetics, Katholieke Universiteit Leuven, B-3000Leuven, Belgium
- Équipe Labellisée Ligue 2018, Aix Marseille Université, INSERM 1068, CNRS 7258, Institut Paoli Calmettes, Centre de Recherche en Cancérologie de Marseille, 13009Marseille, France
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Ruan S, Rody WJ, Patel SS, Hammadi LI, Martin ML, de Faria LP, Daaboul G, Anderson LS, He M, Holliday LS. Receptor activator of nuclear factor-kappa B is enriched in CD9-positive extracellular vesicles released by osteoclasts. Extracell Vesicles Circ Nucl Acids 2023; 4:518-529. [PMID: 37936884 PMCID: PMC10629932 DOI: 10.20517/evcna.2023.38] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/09/2023]
Abstract
Aim Receptor activator of nuclear factor-kappa B (RANK)-containing extracellular vesicles (EVs) bind RANK-Ligand (RANKL) on osteoblasts, and thereby simultaneously inhibit bone resorption and promote bone formation. Because of this, they are attractive candidates for therapeutic bone anabolic agents. Previously, RANK was detected in 1 in every 36 EVs from osteoclasts by immunogold electron microscopy. Here, we have sought to characterize the subpopulation of EVs from osteoclasts that contains RANK in more detail. Methods The tetraspanins CD9 and CD81 were localized in osteoclasts by immunofluorescence. EVs were visualized by transmission electron microscopy. A Single Particle Interferometric Reflectance Imaging Sensor (SP-IRIS) and immunoaffinity isolations examined whether RANK is enriched in specific types of EVs. Results Immunofluorescence showed CD9 was mostly on or near the plasma membrane of osteoclasts. In contrast, CD81 was localized deeper in the osteoclast's cytosolic vesicular network. By interferometry, both CD9 and CD81 positive EVs from osteoclasts were small (56-83 nm in diameter), consistent with electron microscopy. The CD9 and CD81 EV populations were mostly distinct, and only 22% of the EVs contained both markers. RANK was detected by SP-IRIS in 2%-4% of the CD9-containing EVs, but not in CD81-positive EVs, from mature osteoclasts. Immunomagnetic isolation of CD9-containing EVs from conditioned media of osteoclasts removed most of the RANK. A trace amount of RANK was isolated with CD81. Conclusion RANK was enriched in a subset of the CD9-positive EVs. The current study provides the first report of selective localization of RANK in subsets of EVs.
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Affiliation(s)
- Shaobo Ruan
- Department of Pharmaceutics, College of Pharmacy, Gainesville, FL 32610, USA
| | - Wellington J. Rody
- Department of Orthodontics and Dentofacial Orthopedics, University of Pittsburgh, School of Dental Medicine, Pittsburgh, PA 15261, USA
| | - Shivani S. Patel
- Department of Orthodontics, University of Florida College of Dentistry, Gainesville, FL 32610, USA
| | - Lina I. Hammadi
- Department of Orthodontics, University of Florida College of Dentistry, Gainesville, FL 32610, USA
| | - Macey L. Martin
- Department of Orthodontics, University of Florida College of Dentistry, Gainesville, FL 32610, USA
| | - Lorraine P. de Faria
- Department of Biomaterials and Oral Biology, School of Dentistry, University of Säo Paulo, Säo Paulo - SP 05508-000, Brazil
| | | | | | - Mei He
- Department of Pharmaceutics, College of Pharmacy, Gainesville, FL 32610, USA
| | - L. Shannon Holliday
- Department of Orthodontics, University of Florida College of Dentistry, Gainesville, FL 32610, USA
- Department of Anatomy & Cell Biology, University of Florida College of Medicine, Gainesville, FL 32610, USA
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Li X, La Salvia S, Liang Y, Adamiak M, Kohlbrenner E, Jeong D, Chepurko E, Ceholski D, Lopez-Gordo E, Yoon S, Mathiyalagan P, Agarwal N, Jha D, Lodha S, Daaboul G, Phan A, Raisinghani N, Zhang S, Zangi L, Gonzalez-Kozlova E, Dubois N, Dogra N, Hajjar RJ, Sahoo S. Extracellular Vesicle-Encapsulated Adeno-Associated Viruses for Therapeutic Gene Delivery to the Heart. Circulation 2023; 148:405-425. [PMID: 37409482 DOI: 10.1161/circulationaha.122.063759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 05/16/2023] [Indexed: 07/07/2023]
Abstract
BACKGROUND Adeno-associated virus (AAV) has emerged as one of the best tools for cardiac gene delivery due to its cardiotropism, long-term expression, and safety. However, a significant challenge to its successful clinical use is preexisting neutralizing antibodies (NAbs), which bind to free AAVs, prevent efficient gene transduction, and reduce or negate therapeutic effects. Here we describe extracellular vesicle-encapsulated AAVs (EV-AAVs), secreted naturally by AAV-producing cells, as a superior cardiac gene delivery vector that delivers more genes and offers higher NAb resistance. METHODS We developed a 2-step density-gradient ultracentrifugation method to isolate highly purified EV-AAVs. We compared the gene delivery and therapeutic efficacy of EV-AAVs with an equal titer of free AAVs in the presence of NAbs, both in vitro and in vivo. In addition, we investigated the mechanism of EV-AAV uptake in human left ventricular and human induced pluripotent stem cell-derived cardiomyocytes in vitro and mouse models in vivo using a combination of biochemical techniques, flow cytometry, and immunofluorescence imaging. RESULTS Using cardiotropic AAV serotypes 6 and 9 and several reporter constructs, we demonstrated that EV-AAVs deliver significantly higher quantities of genes than AAVs in the presence of NAbs, both to human left ventricular and human induced pluripotent stem cell-derived cardiomyocytes in vitro and to mouse hearts in vivo. Intramyocardial delivery of EV-AAV9-sarcoplasmic reticulum calcium ATPase 2a to infarcted hearts in preimmunized mice significantly improved ejection fraction and fractional shortening compared with AAV9-sarcoplasmic reticulum calcium ATPase 2a delivery. These data validated NAb evasion by and therapeutic efficacy of EV-AAV9 vectors. Trafficking studies using human induced pluripotent stem cell-derived cells in vitro and mouse hearts in vivo showed significantly higher expression of EV-AAV6/9-delivered genes in cardiomyocytes compared with noncardiomyocytes, even with comparable cellular uptake. Using cellular subfraction analyses and pH-sensitive dyes, we discovered that EV-AAVs were internalized into acidic endosomal compartments of cardiomyocytes for releasing and acidifying AAVs for their nuclear uptake. CONCLUSIONS Together, using 5 different in vitro and in vivo model systems, we demonstrate significantly higher potency and therapeutic efficacy of EV-AAV vectors compared with free AAVs in the presence of NAbs. These results establish the potential of EV-AAV vectors as a gene delivery tool to treat heart failure.
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Affiliation(s)
- Xisheng Li
- Cardiovascular Research Institute (X.L., S.L.S., M.A., E.C., D.C., E.L.-G., S.Y., N.A., D.J., S.L., A.P., N.R., S.Z., L.Z., S.S.), Icahn School of Medicine at Mount Sinai, New York, NY
| | - Sabrina La Salvia
- Cardiovascular Research Institute (X.L., S.L.S., M.A., E.C., D.C., E.L.-G., S.Y., N.A., D.J., S.L., A.P., N.R., S.Z., L.Z., S.S.), Icahn School of Medicine at Mount Sinai, New York, NY
| | - Yaxuan Liang
- Center for Biological Science and Technology, Advanced Institute of Natural Sciences, Beijing Normal University, Zhuhai, China (Y.L.)
| | - Marta Adamiak
- Cardiovascular Research Institute (X.L., S.L.S., M.A., E.C., D.C., E.L.-G., S.Y., N.A., D.J., S.L., A.P., N.R., S.Z., L.Z., S.S.), Icahn School of Medicine at Mount Sinai, New York, NY
| | - Erik Kohlbrenner
- Cardiovascular Research Institute (X.L., S.L.S., M.A., E.C., D.C., E.L.-G., S.Y., N.A., D.J., S.L., A.P., N.R., S.Z., L.Z., S.S.), Icahn School of Medicine at Mount Sinai, New York, NY
- Spark Therapeutics, Philadelphia, PA (E.K.)
| | - Dongtak Jeong
- Department of Molecular and Life Science, College of Science and Convergence Technology, Hanyang University-ERICA, Ansan, South Korea (D.J.)
| | - Elena Chepurko
- Cardiovascular Research Institute (X.L., S.L.S., M.A., E.C., D.C., E.L.-G., S.Y., N.A., D.J., S.L., A.P., N.R., S.Z., L.Z., S.S.), Icahn School of Medicine at Mount Sinai, New York, NY
| | - Delaine Ceholski
- Cardiovascular Research Institute (X.L., S.L.S., M.A., E.C., D.C., E.L.-G., S.Y., N.A., D.J., S.L., A.P., N.R., S.Z., L.Z., S.S.), Icahn School of Medicine at Mount Sinai, New York, NY
| | - Estrella Lopez-Gordo
- Cardiovascular Research Institute (X.L., S.L.S., M.A., E.C., D.C., E.L.-G., S.Y., N.A., D.J., S.L., A.P., N.R., S.Z., L.Z., S.S.), Icahn School of Medicine at Mount Sinai, New York, NY
| | - Seonghun Yoon
- Cardiovascular Research Institute (X.L., S.L.S., M.A., E.C., D.C., E.L.-G., S.Y., N.A., D.J., S.L., A.P., N.R., S.Z., L.Z., S.S.), Icahn School of Medicine at Mount Sinai, New York, NY
| | | | - Neha Agarwal
- Cardiovascular Research Institute (X.L., S.L.S., M.A., E.C., D.C., E.L.-G., S.Y., N.A., D.J., S.L., A.P., N.R., S.Z., L.Z., S.S.), Icahn School of Medicine at Mount Sinai, New York, NY
| | - Divya Jha
- Cardiovascular Research Institute (X.L., S.L.S., M.A., E.C., D.C., E.L.-G., S.Y., N.A., D.J., S.L., A.P., N.R., S.Z., L.Z., S.S.), Icahn School of Medicine at Mount Sinai, New York, NY
| | - Shweta Lodha
- Cardiovascular Research Institute (X.L., S.L.S., M.A., E.C., D.C., E.L.-G., S.Y., N.A., D.J., S.L., A.P., N.R., S.Z., L.Z., S.S.), Icahn School of Medicine at Mount Sinai, New York, NY
| | | | - Anh Phan
- Cardiovascular Research Institute (X.L., S.L.S., M.A., E.C., D.C., E.L.-G., S.Y., N.A., D.J., S.L., A.P., N.R., S.Z., L.Z., S.S.), Icahn School of Medicine at Mount Sinai, New York, NY
| | - Nikhil Raisinghani
- Cardiovascular Research Institute (X.L., S.L.S., M.A., E.C., D.C., E.L.-G., S.Y., N.A., D.J., S.L., A.P., N.R., S.Z., L.Z., S.S.), Icahn School of Medicine at Mount Sinai, New York, NY
| | - Shihong Zhang
- Cardiovascular Research Institute (X.L., S.L.S., M.A., E.C., D.C., E.L.-G., S.Y., N.A., D.J., S.L., A.P., N.R., S.Z., L.Z., S.S.), Icahn School of Medicine at Mount Sinai, New York, NY
| | - Lior Zangi
- Cardiovascular Research Institute (X.L., S.L.S., M.A., E.C., D.C., E.L.-G., S.Y., N.A., D.J., S.L., A.P., N.R., S.Z., L.Z., S.S.), Icahn School of Medicine at Mount Sinai, New York, NY
| | - Edgar Gonzalez-Kozlova
- Department of Oncological Sciences (E.G.-K.), Icahn School of Medicine at Mount Sinai, New York, NY
| | - Nicole Dubois
- Department of Cell, Developmental and Regenerative Biology (N. Dubois), Icahn School of Medicine at Mount Sinai, New York, NY
- Mindich Child Health and Development Institute (N. Dubois), Icahn School of Medicine at Mount Sinai, New York, NY
| | - Navneet Dogra
- Department of Pathology and Laboratory Medicine (N. Dogra), Icahn School of Medicine at Mount Sinai, New York, NY
- Icahn Genomics Institute (N.Dogra), Icahn School of Medicine at Mount Sinai, New York, NY
| | - Roger J Hajjar
- Gene and Cell Therapy Institute, Massachusetts General Brigham, Boston (R.J.H.)
| | - Susmita Sahoo
- Cardiovascular Research Institute (X.L., S.L.S., M.A., E.C., D.C., E.L.-G., S.Y., N.A., D.J., S.L., A.P., N.R., S.Z., L.Z., S.S.), Icahn School of Medicine at Mount Sinai, New York, NY
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Gokulnath P, Spanos M, Lehmann HI, Sheng Q, Rodosthenous R, Chaffin M, Varrias D, Chatterjee E, Hutchins E, Li G, Daaboul G, Rana F, Wang AM, Van Keuren-Jensen K, Ellinor PT, Shah R, Das S. Plasma extracellular vesicle transcriptome as a dynamic liquid biopsy in acute heart failure. medRxiv 2023:2023.02.17.23285936. [PMID: 36865094 PMCID: PMC9980224 DOI: 10.1101/2023.02.17.23285936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/25/2023]
Abstract
Background Acute decompensation is associated with increased mortality in heart failure (HF) patients, though the underlying etiology remains unclear. Extracellular vesicles (EVs) and their cargo may mark specific cardiovascular physiologic states. We hypothesized that EV transcriptomic cargo, including long non-coding RNAs (lncRNAs) and mRNAs, is dynamic from the decompensated to recompensated HF state, reflecting molecular pathways relevant to adverse remodeling. Methods We examined differential RNA expression from circulating plasma extracellular RNA in acute HF patients at hospital admission and discharge alongside healthy controls. We leveraged different exRNA carrier isolation methods, publicly available tissue banks, and single nuclear deconvolution of human cardiac tissue to identify cell and compartment specificity of the topmost significantly differentially expressed targets. EV-derived transcript fragments were prioritized by fold change (-1.5 to + 1.5) and significance (<5% false discovery rate), and their expression in EVs was subsequently validated in 182 additional patients (24 control; 86 HFpEF; 72 HFrEF) by qRT-PCR. We finally examined the regulation of EV-derived lncRNA transcripts in human cardiac cellular stress models. Results We identified 138 lncRNAs and 147 mRNAs (present mostly as fragments in EVs) differentially expressed between HF and control. Differentially expressed transcripts between HFrEF vs. control were primarily cardiomyocyte derived, while those between HFpEF vs. control originated from multiple organs and different (non-cardiomyocyte) cell types within the myocardium. We validated 5 lncRNAs and 6 mRNAs to differentiate between HF and control. Of those, 4 lncRNAs (AC092656.1, lnc-CALML5-7, LINC00989, RMRP) were altered by decongestion, with their levels independent of weight changes during hospitalization. Further, these 4 lncRNAs dynamically responded to stress in cardiomyocytes and pericytes in vitro , with a directionality mirroring the acute congested state. Conclusion Circulating EV transcriptome is significantly altered during acute HF, with distinct cell and organ specificity in HFpEF vs. HFrEF consistent with a multi-organ vs. cardiac origin, respectively. Plasma EV-derived lncRNA fragments were more dynamically regulated with acute HF therapy independent of weight change (relative to mRNAs). This dynamicity was further demonstrated with cellular stress in vitro . Prioritizing transcriptional changes in plasma circulating EVs with HF therapy may be a fruitful approach to HF subtype-specific mechanistic discovery. CLINICAL PERSPECTIVE What is new?: We performed extracellular transcriptomic analysis on the plasma of patients with acute decompensated heart failure (HFrEF and HFpEF) before and after decongestive efforts.Long non-coding RNAs (lncRNAs) within extracellular vesicles (EVs) changed dynamically upon decongestion in concordance with changes within human iPSC-derived cardiomyocytes under stress.In acute decompensated HFrEF, EV RNAs are mainly derived from cardiomyocytes, whereas in HFpEF, EV RNAs appear to have broader, non-cardiomyocyte origins.What are the clinical implications?: Given their concordance between human expression profiles and dynamic in vitro responses, lncRNAs within EVs during acute HF may provide insight into potential therapeutic targets and mechanistically relevant pathways. These findings provide a "liquid biopsy" support for the burgeoning concept of HFpEF as a systemic disorder extending beyond the heart, as opposed to a more cardiac-focused physiology in HFrEF.
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Kaur S, Livak F, Daaboul G, Anderson L, Roberts DD. Single vesicle analysis of CD47 association with integrins and tetraspanins on extracellular vesicles released by T lymphoblast and prostate carcinoma cells. J Extracell Vesicles 2022; 11:e12265. [PMID: 36107309 PMCID: PMC9477112 DOI: 10.1002/jev2.12265] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 07/25/2022] [Accepted: 08/29/2022] [Indexed: 11/08/2022] Open
Abstract
CD47 regulates the trafficking of specific coding and noncoding RNAs into extracellular vesicles (EVs), and the RNA contents of CD47+ EVs differ from that of CD63+ EVs released by the same cells. Single particle interferometric reflectance imaging sensing combined with immunofluorescent imaging was used to analyse the colocalization of tetraspanins, integrins, and CD47 on EVs produced by wild type and CD47-deficient Jurkat T lymphoblast and PC3 prostate carcinoma cell lines. On Jurkat cell-derived EVs, β1 and α4 integrin subunits colocalized predominantly with CD47 and CD81 but not with CD63 and CD9, conserving the known lateral interactions between these proteins in the plasma membrane. Although PC3 cell-derived EVs lacked detectable α4 integrin, specific association of CD81 with β1 and CD47 was preserved. Loss of CD47 expression in Jurkat cells significantly reduced β1 and α4 levels on EVs produced by these cells while elevating CD9+ , CD63+ , and CD81+ EVs. In contrast, loss of CD47 in PC3 cells decreased the abundance of CD63+ and CD81+ EVs. These data establish that CD47+ EVs are mostly distinct from EVs bearing the tetraspanins CD63 and CD9, but CD47 also indirectly regulates the abundance of EVs bearing these non-interacting tetraspanins via mechanisms that remain to be determined.
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Affiliation(s)
- Sukhbir Kaur
- Laboratory of PathologyCenter for Cancer Research, National Cancer InstituteNational Institutes of HealthBethesdaMarylandUSA
| | - Ferenc Livak
- Flow Cytometry Core, Laboratory of Genome Integrity, Center for Cancer Research, National Cancer InstituteNational Institutes of HealthBethesdaMarylandUSA
| | | | | | - David D. Roberts
- Laboratory of PathologyCenter for Cancer Research, National Cancer InstituteNational Institutes of HealthBethesdaMarylandUSA
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7
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Zhang W, Zhong W, Wang B, Yang J, Yang J, Yu Z, Qin Z, Shi A, Xu W, Zheng C, Schuchter LM, Karakousis GC, Mitchell TC, Amaravadi R, Herlyn M, Dong H, Gimotty PA, Daaboul G, Xu X, Guo W. ICAM-1-mediated adhesion is a prerequisite for exosome-induced T cell suppression. Dev Cell 2022; 57:329-343.e7. [PMID: 35085484 PMCID: PMC8881799 DOI: 10.1016/j.devcel.2022.01.002] [Citation(s) in RCA: 36] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Revised: 09/27/2021] [Accepted: 12/30/2021] [Indexed: 02/08/2023]
Abstract
Tumor-derived extracellular vesicles (TEVs) suppress the proliferation and cytotoxicity of CD8+ T cells, thereby contributing to tumor immune evasion. Here, we report that the adhesion molecule intercellular adhesion molecule 1 (ICAM-1) co-localizes with programmed death ligand 1 (PD-L1) on the exosomes; both ICAM-1 and PD-L1 are upregulated by interferon-γ. Exosomal ICAM-1 interacts with LFA-1, which is upregulated in activated T cells. Blocking ICAM-1 on TEVs reduces the interaction of TEVs with CD8+ T cells and attenuates PD-L1-mediated suppressive effects of TEVs. During this study, we have established an extracellular vesicle-target cell interaction detection through SorTagging (ETIDS) system to assess the interaction between a TEV ligand and its target cell receptor. Using this system, we demonstrate that the interaction of TEV PD-L1 with programmed cell death 1 (PD-1) on T cells is significantly reduced in the absence of ICAM-1. Our study demonstrates that ICAM-1-LFA-1-mediated adhesion between TEVs and T cells is a prerequisite for exosomal PD-L1-mediated immune suppression.
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Affiliation(s)
- Wei Zhang
- Department of Biology, School of Arts & Sciences, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Wenqun Zhong
- Department of Biology, School of Arts & Sciences, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Beike Wang
- Department of Biology, School of Arts & Sciences, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Jiegang Yang
- Department of Biology, School of Arts & Sciences, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Jingbo Yang
- Department of Biology, School of Arts & Sciences, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Ziyan Yu
- Department of Biology, School of Arts & Sciences, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Zhiyuan Qin
- Department of Biology, School of Arts & Sciences, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Alex Shi
- Department of Biology, School of Arts & Sciences, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Wei Xu
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Cathy Zheng
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Lynn M Schuchter
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Giorgos C Karakousis
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Tara C Mitchell
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Ravi Amaravadi
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Meenhard Herlyn
- Molecular and Cellular Oncogenesis Program and Melanoma Research Center, The Wistar Institute, Philadelphia, PA 19104, USA
| | - Haidong Dong
- Departments of Urology and Immunology, Mayo Clinic College of Medicine and Science, Rochester, MN, USA
| | - Phyllis A Gimotty
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia PA 19104, USA
| | | | - Xiaowei Xu
- Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Wei Guo
- Department of Biology, School of Arts & Sciences, University of Pennsylvania, Philadelphia, PA 19104, USA.
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8
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Deng F, Ratri A, Deighan C, Daaboul G, Geiger PC, Christenson LK. Single-Particle Interferometric Reflectance Imaging Characterization of Individual Extracellular Vesicles and Population Dynamics. J Vis Exp 2022:10.3791/62988. [PMID: 35068480 PMCID: PMC8968924 DOI: 10.3791/62988] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Extracellular vesicles (EVs) are nanometer-sized vesicles with a lipid bilayer that are secreted by most cells. EVs carry a multitude of different biological molecules, including protein, lipid, DNA, and RNA, and are postulated to facilitate cell-to-cell communication in diverse tissues and organs. Recently, EVs have attracted significant attention as biomarkers for diagnostics and therapeutic agents for various diseases. Many methods have been developed for EV characterization. However, current methods for EV analysis all have different limitations. Thus, developing efficient and effective methods for EV isolation and characterization remains one of the crucial steps for this cutting-edge research field as it matures. Here, we provide a detailed protocol outlining a single-particle interferometric reflectance imaging sensor (SP-IRIS), as a method that is capable of detecting and characterizing EVs from unpurified biological sources and purified EVs by other methodologies. This advanced technique can be used for multi-level and comprehensive measurements for the analysis of EV size, EV count, EV phenotype, and biomarker colocalization.
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Affiliation(s)
- Fengyan Deng
- University of Kansas Medical Center, Department of Molecular and Integrative Physiology, Kansas City, KS
| | - Anamika Ratri
- University of Kansas Medical Center, Department of Molecular and Integrative Physiology, Kansas City, KS
| | | | | | - Paige C. Geiger
- University of Kansas Medical Center, Department of Molecular and Integrative Physiology, Kansas City, KS
| | - Lane K. Christenson
- University of Kansas Medical Center, Department of Molecular and Integrative Physiology, Kansas City, KS
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9
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Silva AM, Lázaro‐Ibáñez E, Gunnarsson A, Dhande A, Daaboul G, Peacock B, Osteikoetxea X, Salmond N, Friis KP, Shatnyeva O, Dekker N. Quantification of protein cargo loading into engineered extracellular vesicles at single-vesicle and single-molecule resolution. J Extracell Vesicles 2021; 10:e12130. [PMID: 34377376 PMCID: PMC8329990 DOI: 10.1002/jev2.12130] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 06/20/2021] [Accepted: 07/13/2021] [Indexed: 12/15/2022] Open
Abstract
Extracellular Vesicles (EVs) have been intensively explored for therapeutic delivery of proteins. However, methods to quantify cargo proteins loaded into engineered EVs are lacking. Here, we describe a workflow for EV analysis at the single-vesicle and single-molecule level to accurately quantify the efficiency of different EV-sorting proteins in promoting cargo loading into EVs. Expi293F cells were engineered to express EV-sorting proteins fused to green fluorescent protein (GFP). High levels of GFP loading into secreted EVs was confirmed by Western blotting for specific EV-sorting domains, but quantitative single-vesicle analysis by Nanoflow cytometry detected GFP in less than half of the particles analysed, reflecting EV heterogeneity. Anti-tetraspanin EV immunostaining in ExoView confirmed a heterogeneous GFP distribution in distinct subpopulations of CD63+, CD81+, or CD9+ EVs. Loading of GFP into individual vesicles was quantified by Single-Molecule Localization Microscopy. The combined results demonstrated TSPAN14, CD63 and CD63/CD81 fused to the PDGFRβ transmembrane domain as the most efficient EV-sorting proteins, accumulating on average 50-170 single GFP molecules per vesicle. In conclusion, we validated a set of complementary techniques suitable for high-resolution analysis of EV preparations that reliably capture their heterogeneity, and propose highly efficient EV-sorting proteins to be used in EV engineering applications.
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Affiliation(s)
- Andreia M. Silva
- Discovery BiologyDiscovery SciencesBioPharmaceuticals R&DAstraZenecaGothenburgSweden
| | - Elisa Lázaro‐Ibáñez
- Discovery BiologyDiscovery SciencesBioPharmaceuticals R&DAstraZenecaGothenburgSweden
- Advanced Drug DeliveryPharmaceutical SciencesBioPharmaceuticals R&DAstraZenecaGothenburgSweden
| | - Anders Gunnarsson
- Structure and BiophysicsDiscovery SciencesBioPharmaceuticals R&DAstraZenecaGothenburgSweden
| | | | | | | | - Xabier Osteikoetxea
- Discovery BiologyDiscovery SciencesBioPharmaceuticals R&DAstraZenecaAlderley ParkUK
| | - Nikki Salmond
- Discovery BiologyDiscovery SciencesBioPharmaceuticals R&DAstraZenecaAlderley ParkUK
| | - Kristina Pagh Friis
- Advanced Drug DeliveryPharmaceutical SciencesBioPharmaceuticals R&DAstraZenecaGothenburgSweden
| | - Olga Shatnyeva
- Discovery BiologyDiscovery SciencesBioPharmaceuticals R&DAstraZenecaGothenburgSweden
| | - Niek Dekker
- Discovery BiologyDiscovery SciencesBioPharmaceuticals R&DAstraZenecaGothenburgSweden
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10
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Huang L, Bockorny B, Paul I, Akshinthala D, Frappart PO, Gandarilla O, Bose A, Sanchez-Gonzalez V, Rouse EE, Lehoux SD, Pandell N, Lim CM, Clohessy JG, Grossman J, Gonzalez R, Del Pino SP, Daaboul G, Sawhney MS, Freedman SD, Kleger A, Cummings RD, Emili A, Muthuswamy LB, Hidalgo M, Muthuswamy SK. PDX-derived organoids model in vivo drug response and secrete biomarkers. JCI Insight 2020; 5:135544. [PMID: 32990680 PMCID: PMC7710298 DOI: 10.1172/jci.insight.135544] [Citation(s) in RCA: 59] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Accepted: 09/23/2020] [Indexed: 12/13/2022] Open
Abstract
Patient-derived organoid models are proving to be a powerful platform for both basic and translational studies. Here we conduct a methodical analysis of pancreatic ductal adenocarcinoma (PDAC) tumor organoid drug response in paired patient-derived xenograft (PDX) and PDX-derived organoid (PXO) models grown under WNT-free culture conditions. We report a specific relationship between area under the curve value of organoid drug dose response and in vivo tumor growth, irrespective of the drug treatment. In addition, we analyzed the glycome of PDX and PXO models and demonstrate that PXOs recapitulate the in vivo glycan landscape. In addition, we identify a core set of 57 N-glycans detected in all 10 models that represent 50%-94% of the relative abundance of all N-glycans detected in each of the models. Last, we developed a secreted biomarker discovery pipeline using media supernatant of organoid cultures and identified potentially new extracellular vesicle (EV) protein markers. We validated our findings using plasma samples from patients with PDAC, benign gastrointestinal diseases, and chronic pancreatitis and discovered that 4 EV proteins are potential circulating biomarkers for PDAC. Thus, we demonstrate the utility of organoid cultures to not only model in vivo drug responses but also serve as a powerful platform for discovering clinically actionable serologic biomarkers.
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Affiliation(s)
- Ling Huang
- Cancer Center and
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Bruno Bockorny
- Cancer Center and
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Indranil Paul
- Departments of Biology and Biochemistry, Boston University, Boston, Massachusetts, USA
| | - Dipikaa Akshinthala
- Cancer Center and
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | | | - Omar Gandarilla
- Cancer Center and
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Arindam Bose
- Cancer Center and
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | | | | | | | - Nicole Pandell
- Cancer Center and
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Christine M. Lim
- Cancer Center and
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - John G. Clohessy
- Cancer Center and
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Joseph Grossman
- Cancer Center and
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Raul Gonzalez
- Department of Pathology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Sofia Perea Del Pino
- Cancer Center and
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | | | - Mandeep S. Sawhney
- Cancer Center and
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Steven D. Freedman
- Cancer Center and
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Alexander Kleger
- Department of Internal Medicine I, University Hospital Ulm, Ulm, Germany
| | | | - Andrew Emili
- Departments of Biology and Biochemistry, Boston University, Boston, Massachusetts, USA
| | - Lakshmi B. Muthuswamy
- Cancer Center and
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Manuel Hidalgo
- Cancer Center and
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Senthil K. Muthuswamy
- Cancer Center and
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
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11
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Rogers MA, Buffolo F, Schlotter F, Atkins SK, Lee LH, Halu A, Blaser MC, Tsolaki E, Higashi H, Luther K, Daaboul G, Bouten CVC, Body SC, Singh SA, Bertazzo S, Libby P, Aikawa M, Aikawa E. Annexin A1-dependent tethering promotes extracellular vesicle aggregation revealed with single-extracellular vesicle analysis. Sci Adv 2020; 6:eabb1244. [PMID: 32938681 PMCID: PMC7494353 DOI: 10.1126/sciadv.abb1244] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Accepted: 07/29/2020] [Indexed: 06/11/2023]
Abstract
Extracellular vesicles (EVs) including plasma membrane-derived microvesicles and endosomal-derived exosomes aggregate by unknown mechanisms, forming microcalcifications that promote cardiovascular disease, the leading cause of death worldwide. Here, we show a framework for assessing cell-independent EV mechanisms in disease by suggesting that annexin A1 (ANXA1)-dependent tethering induces EV aggregation and microcalcification. We present single-EV microarray, a method to distinguish microvesicles from exosomes and assess heterogeneity at a single-EV level. Single-EV microarray and proteomics revealed increased ANXA1 primarily on aggregating and calcifying microvesicles. ANXA1 vesicle aggregation was suppressed by calcium chelation, altering pH, or ANXA1 neutralizing antibody. ANXA1 knockdown attenuated EV aggregation and microcalcification formation in human cardiovascular cells and acellular three-dimensional collagen hydrogels. Our findings explain why microcalcifications are more prone to form in vulnerable regions of plaque, regulating critical cardiovascular pathology, and likely extend to other EV-associated diseases, including autoimmune and neurodegenerative diseases and cancer.
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Affiliation(s)
- Maximillian A Rogers
- Center for Interdisciplinary Cardiovascular Sciences, Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Fabrizio Buffolo
- Center for Interdisciplinary Cardiovascular Sciences, Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Florian Schlotter
- Center for Interdisciplinary Cardiovascular Sciences, Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Samantha K Atkins
- Center for Interdisciplinary Cardiovascular Sciences, Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Lang H Lee
- Center for Interdisciplinary Cardiovascular Sciences, Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Arda Halu
- Center for Interdisciplinary Cardiovascular Sciences, Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Mark C Blaser
- Center for Interdisciplinary Cardiovascular Sciences, Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Elena Tsolaki
- Department of Medical Physics and Biomedical Engineering, University College London, London WC1E6BT, UK
| | - Hideyuki Higashi
- Center for Interdisciplinary Cardiovascular Sciences, Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | | | | | - Carlijn V C Bouten
- Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven 5612, Netherlands
| | - Simon C Body
- Department of Anesthesiology, Boston University School of Medicine, Boston, MA 02218, USA
| | - Sasha A Singh
- Center for Interdisciplinary Cardiovascular Sciences, Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Sergio Bertazzo
- Department of Medical Physics and Biomedical Engineering, University College London, London WC1E6BT, UK
| | - Peter Libby
- Center for Excellence in Vascular Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Masanori Aikawa
- Center for Interdisciplinary Cardiovascular Sciences, Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
- Center for Excellence in Vascular Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Elena Aikawa
- Center for Interdisciplinary Cardiovascular Sciences, Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA.
- Center for Excellence in Vascular Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
- Department of Human Pathology, Sechenov First Moscow State Medical University, Moscow 119992, Russia
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12
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Sanchez V, Daaboul G. Abstract 4483: Detection of immunomodulatory markers in circulating exosomes. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-4483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Cancer growth and progression are associated with immune suppression. Checkpoint blockade and CAR-T therapies have had success with improving cancer survival rate, yet some patients still respond poorly. This represents a challenge for oncologist when choosing personalized immunotherapies. Recent work has implicated changes in host immunology as a factor. Several biomarkers reflecting tumor immune microenvironment, such as PD-L1, can be used to predict treatment outcome; however invasive sampling deem this route difficult. Circulating biomarkers, have shown promising results as metric predictive of immunotherapy response as they can be non-invasively obtained and trended over time. Exosomes are a subclass of extracellular vesicles (EV) distributed widely in body fluids like urine and plasma. Exosomes can transport cell signals for communication in their cargo and surface, composed of proteins, nucleic acids, and other molecules. Emerging evidence has shown that exosomes can carry immune checkpoint molecules, whose expression has been correlated with anti-tumor immunity response. Here, we report the development of a non-invasive assay for detection of immunomodulatory markers in circulating exosomes.
Methods: Circulating PD-L1 expressing exosomes are captured on the ExoView® sensors containing different antibody clones against PD-L1. Samples were incubated on chips overnight to allow the antibody to bind the antigen on the EV, thus immobilizing it. After incubation, chips were washed and immunolabeled. Once immunolabeled the chips were washed to remove unbound antibody and scanned using the ExoViewer R100. Assay performance was evaluated with PDL-1 over-expressing exosomes and cancer cell line derived exosomes. The assay was then tested using human plasma from different cancer types.
Results: EVs were successfully captured by PD-L1, and antibodies against exosome markers. The specificity of each PD-L1 clone was studied with HEK293T-derived exosomes over-expressing PD-L1. Results demonstrated that all tested clones were able to capture PDL-1 positive exosomes versus negative control. However when tested with exosomes from several cancer cell lines, the different antibody clones captured different number of exosomes within the same sample, suggesting epitope accessibility might be a problem in some cases. When immunolabeling such EVs for CD9 and CD63 (exosome markers), some clones showed differential expression of these proteins, suggesting heterogeneity in PD-L1 protein being expressed by cancer cell lines. Lastly, we tested the ability of the assay in detecting PD-L1 positive exosome from plasma, and detected differences between control and patients with different types of cancer.
Conclusions: We successfully used exosomes to detect PD-L1 from human plasma. This assay could potentially be used for treatment outcome and monitoring, and combined with other markers to identify the source of PDL-1.
Citation Format: Veronica Sanchez, George Daaboul. Detection of immunomodulatory markers in circulating exosomes [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 4483.
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13
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Kandzija N, Shahjahan S, Zhang W, Cerdeira S, Mejia CM, Sanchez V, Daaboul G, Redman CW, Vatish M. Syncytiotrophoblast extracellular vesicles express functional insulin receptor capable of binding insulin; circulating levels are increased in Gestational Diabetes Mellitus. Placenta 2019. [DOI: 10.1016/j.placenta.2019.06.302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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14
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Clayton A, Buschmann D, Byrd JB, Carter DRF, Cheng L, Compton C, Daaboul G, Devitt A, Falcon-Perez JM, Gardiner C, Gustafson D, Harrison P, Helmbrecht C, Hendrix A, Hill A, Hoffman A, Jones JC, Kalluri R, Kang JY, Kirchner B, Lässer C, Lawson C, Lenassi M, Levin C, Llorente A, Martens-Uzunova ES, Möller A, Musante L, Ochiya T, Pink RC, Tahara H, Wauben MHM, Webber JP, Welsh JA, Witwer KW, Yin H, Nieuwland R. Summary of the ISEV workshop on extracellular vesicles as disease biomarkers, held in Birmingham, UK, during December 2017. J Extracell Vesicles 2018; 7:1473707. [PMID: 31162490 PMCID: PMC5965025 DOI: 10.1080/20013078.2018.1473707] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [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: 01/30/2018] [Accepted: 04/28/2018] [Indexed: 01/06/2023] Open
Abstract
This report summarises the presentations and activities of the ISEV Workshop on extracellular vesicle biomarkers held in Birmingham, UK during December 2017. Among the key messages was broad agreement about the importance of biospecimen science. Much greater attention needs to be paid towards the provenance of collected samples. The workshop also highlighted clear gaps in our knowledge about pre-analytical factors that alter extracellular vesicles (EVs). The future utility of certified standards for credentialing of instruments and software, to analyse EV and for tracking the influence of isolation steps on the structure and content of EVs were also discussed. Several example studies were presented, demonstrating the potential utility for EVs in disease diagnosis, prognosis, longitudinal serial testing and stratification of patients. The conclusion of the workshop was that more effort focused on pre-analytical issues and benchmarking of isolation methods is needed to strengthen collaborations and advance more effective biomarkers.
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Affiliation(s)
- Aled Clayton
- Tissue Microenvironment Group, School of Medicine, Cardiff University, Cardiff, UK
| | - Dominik Buschmann
- Division of Animal Physiology and Immunology, Technical University of Munich and Institute of Human Genetics, University Hospital, LMU Munich, Munich, Germany
| | - J Brian Byrd
- Department of Internal Medicine, University of Michigan, 5570C MSRB II, Ann Arbor, USA
| | - David R F Carter
- Department of Biological and Medical Sciences, Oxford Brookes University, Oxford, UK
| | - Lesley Cheng
- Department of Biochemistry and Genetics, La Trobe Institute for Molecular Science, La Trobe University, Melbourne, Victoria, Australia
| | - Carolyn Compton
- SkySong Center for Innovation, Arizona State University, Scottsdale, AZ, USA
| | | | - Andrew Devitt
- School of Life & Health Sciences, Aston University, Birmingham, UK
| | - Juan Manuel Falcon-Perez
- Exosomes Laboratory & Metabolomics Platform, CIC bioGUNE, CIBEREHD, IKERBASQUE Research Foundation, Derio, Spain
| | - Chris Gardiner
- Research Department of Haematology, Haemostasis Research, University College London, London, UK
| | - Dakota Gustafson
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
| | - Paul Harrison
- Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | | | - An Hendrix
- Laboratory of Experimental Cancer Research, Department of Radiation Oncology and experimental Cancer Research, Ghent University, Ghent, Belgium; and Cancer Research Institute Ghent, Ghent, Belgium
| | - Andrew Hill
- Department of Biochemistry and Genetics, La Trobe Institute for Molecular Science, La Trobe University, Melbourne, Victoria, Australia
| | - Andrew Hoffman
- Regenerative Medicine Laboratory, Cummings School of Veterinary Medicine, Tufts University, North Grafton, MA, USA
| | - Jennifer C Jones
- Department of Vaccine Branch, National Cancer Institute, Bethesda, MD, USA
| | - Raghu Kalluri
- Department of Cancer Biology, Metastasis Research Center, UT MD Anderson Cancer Center, Houston, TX, USA
| | - Ji Yoon Kang
- Korea Institute of Science and Technology, Center for Bio-microsystems, Seoul, S. Korea
| | - Benedikt Kirchner
- Division of Animal Physiology and Immunology, TUM School of Life Sciences Weihenstephan, Technical University of Munich, Munich, Germany
| | - Cecilia Lässer
- Institute of Medicine at Sahlgrenska Academy Krefting Research Centre University of Gothenburg, Gothenburg, Sweden
| | - Charlotte Lawson
- Department of Comparative Biomedical Sciences, Royal Veterinary College Royal College Street, London, UK
| | - Metka Lenassi
- Institute of Biochemistry, University of Ljubljana, Ljubljana, Slovenia
| | - Carina Levin
- Afula and The Bruce Rappaport Faculty of Medicine, Emek Medical Center, Technion, Haifa, Israel
| | - Alicia Llorente
- Department of Molecular Cell Biology, Oslo University Hospital, Oslo, Norway
| | | | - Andreas Möller
- Tumour Microenvironment Laboratory, Tumour Microenvironment Laboratory, QIMR Berghofer Medical Research Institute, Herston, Australia
| | - Luca Musante
- Department of Medicine, Division of Nephrology, University of Virginia, Charlottesville, VA, USA
| | - Takahiro Ochiya
- Division of Molecular and Cellular Medicine, National Cancer Center Research Institute, Tokyo, Japan
| | - Ryan C Pink
- Department of Biological and Medical Sciences, Oxford Brookes University, Oxford, UK
| | - Hidetoshi Tahara
- Department of Cellular and Molecular Biology, Institute and Graduate School of Biomedical & Health Sciences, Hiroshima University, Hiroshima City, Japan
| | - Marca H M Wauben
- Faculty of Veterinary Medicine, Dept. Biochemistry & Cell Biology, Utrecht University, Utrecht, The Netherlands
| | - Jason P Webber
- Tissue Microenvironment Group, School of Medicine, Cardiff University, Cardiff, UK
| | - Joshua A Welsh
- Department of Vaccine Branch, National Cancer Institute, Bethesda, MD, USA
| | - Kenneth W Witwer
- Department of Molecular and Comparative Pathobiology, Johns Hopkins Institute for NanoBio Technology, Johns Hopkins University, Baltimore, USA
| | - Hang Yin
- School of Pharmaceutical Sciences, Tsinghua University, Beijing, China
| | - Rienk Nieuwland
- Department Laboratory Experimental Clinical Chemistry, Academic Medical Center, University of Amsterdam, DE, Amsterdam, The Netherlands
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