1
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Mikolajewicz N, Yee PP, Bhanja D, Trifoi M, Miller AM, Metellus P, Bagley SJ, Balaj L, de Macedo Filho LJM, Zacharia BE, Aregawi D, Glantz M, Weller M, Ahluwalia MS, Kislinger T, Mansouri A. Systematic Review of Cerebrospinal Fluid Biomarker Discovery in Neuro-Oncology: A Roadmap to Standardization and Clinical Application. J Clin Oncol 2024:JCO2301621. [PMID: 38608213 DOI: 10.1200/jco.23.01621] [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] [Received: 07/29/2023] [Revised: 01/17/2024] [Accepted: 02/26/2024] [Indexed: 04/14/2024] Open
Abstract
Effective diagnosis, prognostication, and management of CNS malignancies traditionally involves invasive brain biopsies that pose significant risk to the patient. Sampling and molecular profiling of cerebrospinal fluid (CSF) is a safer, rapid, and noninvasive alternative that offers a snapshot of the intracranial milieu while overcoming the challenge of sampling error that plagues conventional brain biopsy. Although numerous biomarkers have been identified, translational challenges remain, and standardization of protocols is necessary. Here, we systematically reviewed 141 studies (Medline, SCOPUS, and Biosis databases; between January 2000 and September 29, 2022) that molecularly profiled CSF from adults with brain malignancies including glioma, brain metastasis, and primary and secondary CNS lymphomas. We provide an overview of promising CSF biomarkers, propose CSF reporting guidelines, and discuss the various considerations that go into biomarker discovery, including the influence of blood-brain barrier disruption, cell of origin, and site of CSF acquisition (eg, lumbar and ventricular). We also performed a meta-analysis of proteomic data sets, identifying biomarkers in CNS malignancies and establishing a resource for the research community.
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Affiliation(s)
- Nicholas Mikolajewicz
- Peter Gilgan Centre for Research and Learning, Hospital for Sick Children, Toronto, ON, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada
| | - Patricia P Yee
- Medical Scientist Training Program, Penn State College of Medicine, Hershey, PA
| | - Debarati Bhanja
- Department of Neurosurgery, Penn State Milton S. Hershey Medical Center, Hershey, PA
| | - Mara Trifoi
- Department of Neurosurgery, Penn State Milton S. Hershey Medical Center, Hershey, PA
| | - Alexandra M Miller
- Departments of Neurology and Pediatrics, Memorial Sloan Kettering Cancer Center, Manhattan, NY
| | - Philippe Metellus
- Department of Neurosurgery, Ramsay Santé, Hôpital Privé Clairval, Marseille, France
| | - Stephen J Bagley
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | | | - Brad E Zacharia
- Department of Neurosurgery, Penn State Milton S. Hershey Medical Center, Hershey, PA
| | - Dawit Aregawi
- Department of Neurosurgery, Penn State Milton S. Hershey Medical Center, Hershey, PA
| | - Michael Glantz
- Department of Neurosurgery, Penn State Milton S. Hershey Medical Center, Hershey, PA
| | - Michael Weller
- Department of Neurology, University Hospital Zurich, Zurich, Switzerland
- Department of Neurology, University of Zurich, Zurich, Switzerland
| | - Manmeet S Ahluwalia
- Miami Cancer Institute, Baptist Health South Florida, Miami, FL
- Herbert Wertheim College of Medicine, Florida International University, Miami, FL
| | - Thomas Kislinger
- Princess Margaret Cancer Centre, Toronto, ON, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Alireza Mansouri
- Department of Neurosurgery, Penn State Milton S. Hershey Medical Center, Hershey, PA
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2
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Choi BD, Gerstner ER, Frigault MJ, Leick MB, Mount CW, Balaj L, Nikiforow S, Carter BS, Curry WT, Gallagher K, Maus MV. Intraventricular CARv3-TEAM-E T Cells in Recurrent Glioblastoma. N Engl J Med 2024; 390:1290-1298. [PMID: 38477966 DOI: 10.1056/nejmoa2314390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/14/2024]
Abstract
In this first-in-human, investigator-initiated, open-label study, three participants with recurrent glioblastoma were treated with CARv3-TEAM-E T cells, which are chimeric antigen receptor (CAR) T cells engineered to target the epidermal growth factor receptor (EGFR) variant III tumor-specific antigen, as well as the wild-type EGFR protein, through secretion of a T-cell-engaging antibody molecule (TEAM). Treatment with CARv3-TEAM-E T cells did not result in adverse events greater than grade 3 or dose-limiting toxic effects. Radiographic tumor regression was dramatic and rapid, occurring within days after receipt of a single intraventricular infusion, but the responses were transient in two of the three participants. (Funded by Gateway for Cancer Research and others; INCIPIENT ClinicalTrials.gov number, NCT05660369.).
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Affiliation(s)
- Bryan D Choi
- From the Cellular Immunotherapy Program (B.D.C., M.J.F., M.B.L., C.W.M., K.G., M.V.M.) and Krantz Family Center for Cancer Research (M.B.L., K.G., M.V.M.), Mass General Cancer Center, and the Departments of Neurology (E.R.G.), Pathology (C.W.M., K.G.), Neurosurgery (B.D.C., L.B., B.S.C., W.T.C.), and Medicine (M.J.F., M.B.L., M.V.M.), Massachusetts General Hospital and Harvard Medical School, and Connell and O'Reilly Families Cell Manipulation Core Facility, Dana-Farber/Harvard Cancer Center (S.N.) - both in Boston
| | - Elizabeth R Gerstner
- From the Cellular Immunotherapy Program (B.D.C., M.J.F., M.B.L., C.W.M., K.G., M.V.M.) and Krantz Family Center for Cancer Research (M.B.L., K.G., M.V.M.), Mass General Cancer Center, and the Departments of Neurology (E.R.G.), Pathology (C.W.M., K.G.), Neurosurgery (B.D.C., L.B., B.S.C., W.T.C.), and Medicine (M.J.F., M.B.L., M.V.M.), Massachusetts General Hospital and Harvard Medical School, and Connell and O'Reilly Families Cell Manipulation Core Facility, Dana-Farber/Harvard Cancer Center (S.N.) - both in Boston
| | - Matthew J Frigault
- From the Cellular Immunotherapy Program (B.D.C., M.J.F., M.B.L., C.W.M., K.G., M.V.M.) and Krantz Family Center for Cancer Research (M.B.L., K.G., M.V.M.), Mass General Cancer Center, and the Departments of Neurology (E.R.G.), Pathology (C.W.M., K.G.), Neurosurgery (B.D.C., L.B., B.S.C., W.T.C.), and Medicine (M.J.F., M.B.L., M.V.M.), Massachusetts General Hospital and Harvard Medical School, and Connell and O'Reilly Families Cell Manipulation Core Facility, Dana-Farber/Harvard Cancer Center (S.N.) - both in Boston
| | - Mark B Leick
- From the Cellular Immunotherapy Program (B.D.C., M.J.F., M.B.L., C.W.M., K.G., M.V.M.) and Krantz Family Center for Cancer Research (M.B.L., K.G., M.V.M.), Mass General Cancer Center, and the Departments of Neurology (E.R.G.), Pathology (C.W.M., K.G.), Neurosurgery (B.D.C., L.B., B.S.C., W.T.C.), and Medicine (M.J.F., M.B.L., M.V.M.), Massachusetts General Hospital and Harvard Medical School, and Connell and O'Reilly Families Cell Manipulation Core Facility, Dana-Farber/Harvard Cancer Center (S.N.) - both in Boston
| | - Christopher W Mount
- From the Cellular Immunotherapy Program (B.D.C., M.J.F., M.B.L., C.W.M., K.G., M.V.M.) and Krantz Family Center for Cancer Research (M.B.L., K.G., M.V.M.), Mass General Cancer Center, and the Departments of Neurology (E.R.G.), Pathology (C.W.M., K.G.), Neurosurgery (B.D.C., L.B., B.S.C., W.T.C.), and Medicine (M.J.F., M.B.L., M.V.M.), Massachusetts General Hospital and Harvard Medical School, and Connell and O'Reilly Families Cell Manipulation Core Facility, Dana-Farber/Harvard Cancer Center (S.N.) - both in Boston
| | - Leonora Balaj
- From the Cellular Immunotherapy Program (B.D.C., M.J.F., M.B.L., C.W.M., K.G., M.V.M.) and Krantz Family Center for Cancer Research (M.B.L., K.G., M.V.M.), Mass General Cancer Center, and the Departments of Neurology (E.R.G.), Pathology (C.W.M., K.G.), Neurosurgery (B.D.C., L.B., B.S.C., W.T.C.), and Medicine (M.J.F., M.B.L., M.V.M.), Massachusetts General Hospital and Harvard Medical School, and Connell and O'Reilly Families Cell Manipulation Core Facility, Dana-Farber/Harvard Cancer Center (S.N.) - both in Boston
| | - Sarah Nikiforow
- From the Cellular Immunotherapy Program (B.D.C., M.J.F., M.B.L., C.W.M., K.G., M.V.M.) and Krantz Family Center for Cancer Research (M.B.L., K.G., M.V.M.), Mass General Cancer Center, and the Departments of Neurology (E.R.G.), Pathology (C.W.M., K.G.), Neurosurgery (B.D.C., L.B., B.S.C., W.T.C.), and Medicine (M.J.F., M.B.L., M.V.M.), Massachusetts General Hospital and Harvard Medical School, and Connell and O'Reilly Families Cell Manipulation Core Facility, Dana-Farber/Harvard Cancer Center (S.N.) - both in Boston
| | - Bob S Carter
- From the Cellular Immunotherapy Program (B.D.C., M.J.F., M.B.L., C.W.M., K.G., M.V.M.) and Krantz Family Center for Cancer Research (M.B.L., K.G., M.V.M.), Mass General Cancer Center, and the Departments of Neurology (E.R.G.), Pathology (C.W.M., K.G.), Neurosurgery (B.D.C., L.B., B.S.C., W.T.C.), and Medicine (M.J.F., M.B.L., M.V.M.), Massachusetts General Hospital and Harvard Medical School, and Connell and O'Reilly Families Cell Manipulation Core Facility, Dana-Farber/Harvard Cancer Center (S.N.) - both in Boston
| | - William T Curry
- From the Cellular Immunotherapy Program (B.D.C., M.J.F., M.B.L., C.W.M., K.G., M.V.M.) and Krantz Family Center for Cancer Research (M.B.L., K.G., M.V.M.), Mass General Cancer Center, and the Departments of Neurology (E.R.G.), Pathology (C.W.M., K.G.), Neurosurgery (B.D.C., L.B., B.S.C., W.T.C.), and Medicine (M.J.F., M.B.L., M.V.M.), Massachusetts General Hospital and Harvard Medical School, and Connell and O'Reilly Families Cell Manipulation Core Facility, Dana-Farber/Harvard Cancer Center (S.N.) - both in Boston
| | - Kathleen Gallagher
- From the Cellular Immunotherapy Program (B.D.C., M.J.F., M.B.L., C.W.M., K.G., M.V.M.) and Krantz Family Center for Cancer Research (M.B.L., K.G., M.V.M.), Mass General Cancer Center, and the Departments of Neurology (E.R.G.), Pathology (C.W.M., K.G.), Neurosurgery (B.D.C., L.B., B.S.C., W.T.C.), and Medicine (M.J.F., M.B.L., M.V.M.), Massachusetts General Hospital and Harvard Medical School, and Connell and O'Reilly Families Cell Manipulation Core Facility, Dana-Farber/Harvard Cancer Center (S.N.) - both in Boston
| | - Marcela V Maus
- From the Cellular Immunotherapy Program (B.D.C., M.J.F., M.B.L., C.W.M., K.G., M.V.M.) and Krantz Family Center for Cancer Research (M.B.L., K.G., M.V.M.), Mass General Cancer Center, and the Departments of Neurology (E.R.G.), Pathology (C.W.M., K.G.), Neurosurgery (B.D.C., L.B., B.S.C., W.T.C.), and Medicine (M.J.F., M.B.L., M.V.M.), Massachusetts General Hospital and Harvard Medical School, and Connell and O'Reilly Families Cell Manipulation Core Facility, Dana-Farber/Harvard Cancer Center (S.N.) - both in Boston
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3
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Hsia T, You DG, Politis MG, Batool SM, Ekanayake E, Lee H, Carter BS, Balaj L. Rigorous Comparison of Extracellular Vesicle Processing to Enhance Downstream Analysis for Glioblastoma Characterization. Adv Biol (Weinh) 2024; 8:e2300233. [PMID: 37670402 DOI: 10.1002/adbi.202300233] [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: 06/27/2023] [Revised: 07/28/2023] [Indexed: 09/07/2023]
Abstract
Extracellular vesicles (EVs) are highly sought after as a source of biomarkers for disease detection and monitoring. Tumor EV isolation, processing, and evaluation from biofluids is convoluted by EV heterogeneity and biological contaminants and is limited by technical processing efficacy. This study rigorously compares common bulk EV isolation workflows (size exclusion chromatography, SEC; membrane affinity, MA) alongside downstream RNA extraction protocols to investigate molecular analyte recovery. EV integrity and recovery is evaluated using a variety of technologies to quantify total intact EVs, total and surface proteins, and RNA purity and recovery. A comprehensive evaluation of each analyte is performed, with a specific emphasis on maintaining user (n = 2), biological (n = 3), and technical replicates (n≥3) under in vitro conditions. Subsequent study of tumor EV spike-in into healthy donor plasma samples is performed to further validate biofluid-derived EV purity and isolation for clinical application. Results show that EV surface integrity is considerably preserved in eluates from SEC-derived EVs, but RNA recovery and purity, as well as bulk protein isolation, is significantly improved in MA-isolated EVs. This study concludes that EV isolation and RNA extraction pipelines govern recovered analyte integrity, necessitating careful selection of processing modality to enhance recovery of the analyte of interest.
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Affiliation(s)
- Tiffaney Hsia
- Department of Neurosurgery, Massachusetts General Hospital, 185 Cambridge Street, Boston, MA, 02114, USA
| | - Dong Gil You
- Department of Neurosurgery, Massachusetts General Hospital, 185 Cambridge Street, Boston, MA, 02114, USA
| | - Michelle Garlin Politis
- Center for Systems Biology, Massachusetts General Hospital, 185 Cambridge Street, Boston, MA, 02114, USA
| | - Syeda Maheen Batool
- Department of Neurosurgery, Massachusetts General Hospital, 185 Cambridge Street, Boston, MA, 02114, USA
| | - Emil Ekanayake
- Department of Neurosurgery, Massachusetts General Hospital, 185 Cambridge Street, Boston, MA, 02114, USA
| | - Hakho Lee
- Center for Systems Biology, Massachusetts General Hospital, 185 Cambridge Street, Boston, MA, 02114, USA
- Department of Radiology, Massachusetts General Hospital, 55 Fruit Street, Boston, MA, 02114, USA
| | - Bob S Carter
- Department of Neurosurgery, Massachusetts General Hospital, 185 Cambridge Street, Boston, MA, 02114, USA
- Department of Neurosurgery, Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital, 185 Cambridge Street, Boston, MA, 02114, USA
- Department of Neurosurgery, Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA
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4
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Batool SM, Hsia T, Beecroft A, Lewis B, Ekanayake E, Rosenfeld Y, Escobedo AK, Gamblin AS, Rawal S, Cote RJ, Watson M, Wong DTW, Patel AA, Skog J, Papadopoulos N, Bettegowda C, Castro CM, Lee H, Srivastava S, Carter BS, Balaj L. Extrinsic and intrinsic preanalytical variables affecting liquid biopsy in cancer. Cell Rep Med 2023; 4:101196. [PMID: 37725979 PMCID: PMC10591035 DOI: 10.1016/j.xcrm.2023.101196] [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: 02/09/2022] [Revised: 12/01/2022] [Accepted: 08/22/2023] [Indexed: 09/21/2023]
Abstract
Liquid biopsy, through isolation and analysis of disease-specific analytes, has evolved as a promising tool for safe and minimally invasive diagnosis and monitoring of tumors. It also has tremendous utility as a companion diagnostic allowing detection of biomarkers in a range of cancers (lung, breast, colon, ovarian, brain). However, clinical implementation and validation remains a challenge. Among other stages of development, preanalytical variables are critical in influencing the downstream cellular and molecular analysis of different analytes. Although considerable progress has been made to address these challenges, a comprehensive assessment of the impact on diagnostic parameters and consensus on standardized and optimized protocols is still lacking. Here, we summarize and critically evaluate key variables in the preanalytical stage, including study population selection, choice of biofluid, sample handling and collection, processing, and storage. There is an unmet need to develop and implement comprehensive preanalytical guidelines on the optimal practices and methodologies.
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Affiliation(s)
| | - Tiffaney Hsia
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Alexandra Beecroft
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Brian Lewis
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Emil Ekanayake
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Yulia Rosenfeld
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Ana K Escobedo
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Austin S Gamblin
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Siddarth Rawal
- Washington University School of Medicine, St. Louis, MO, USA; Circulogix Inc., St. Louis, MO, USA
| | - Richard J Cote
- Washington University School of Medicine, St. Louis, MO, USA; Circulogix Inc., St. Louis, MO, USA
| | - Mark Watson
- Washington University School of Medicine, St. Louis, MO, USA
| | - David T W Wong
- University of California Los Angeles, Los Angeles, CA, USA
| | | | - Johan Skog
- Exosome Diagnostics, Waltham, MA 02451, USA
| | | | | | - Cesar M Castro
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Hakho Lee
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Sudhir Srivastava
- Cancer Biomarkers Research Group, Division of Cancer Prevention, National Cancer Institute, Bethesda, MD, USA
| | - Bob S Carter
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Leonora Balaj
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
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5
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Batool SM, Yekula A, Khanna P, Hsia T, Gamblin AS, Ekanayake E, Escobedo AK, You DG, Castro CM, Im H, Kilic T, Garlin MA, Skog J, Dinulescu DM, Dudley J, Agrawal N, Cheng J, Abtin F, Aberle DR, Chia D, Elashoff D, Grognan T, Krysan K, Oh SS, Strom C, Tu M, Wei F, Xian RR, Skates SJ, Zhang DY, Trinh T, Watson M, Aft R, Rawal S, Agarwal A, Kesmodel SB, Yang C, Shen C, Hochberg FH, Wong DTW, Patel AA, Papadopoulos N, Bettegowda C, Cote RJ, Srivastava S, Lee H, Carter BS, Balaj L. The Liquid Biopsy Consortium: Challenges and opportunities for early cancer detection and monitoring. Cell Rep Med 2023; 4:101198. [PMID: 37716353 PMCID: PMC10591039 DOI: 10.1016/j.xcrm.2023.101198] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 12/01/2022] [Accepted: 08/22/2023] [Indexed: 09/18/2023]
Abstract
The emerging field of liquid biopsy stands at the forefront of novel diagnostic strategies for cancer and other diseases. Liquid biopsy allows minimally invasive molecular characterization of cancers for diagnosis, patient stratification to therapy, and longitudinal monitoring. Liquid biopsy strategies include detection and monitoring of circulating tumor cells, cell-free DNA, and extracellular vesicles. In this review, we address the current understanding and the role of existing liquid-biopsy-based modalities in cancer diagnostics and monitoring. We specifically focus on the technical and clinical challenges associated with liquid biopsy and biomarker development being addressed by the Liquid Biopsy Consortium, established through the National Cancer Institute. The Liquid Biopsy Consortium has developed new methods/assays and validated existing methods/technologies to capture and characterize tumor-derived circulating cargo, as well as addressed existing challenges and provided recommendations for advancing biomarker assays.
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Affiliation(s)
| | - Anudeep Yekula
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Prerna Khanna
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Tiffaney Hsia
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Austin S Gamblin
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Emil Ekanayake
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Ana K Escobedo
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Dong Gil You
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Cesar M Castro
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Hyungsoon Im
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Tugba Kilic
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Johan Skog
- Exosome Diagnostics Inc., Waltham, MA, USA
| | | | - Jonathan Dudley
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Jordan Cheng
- University of California Los Angeles, Los Angeles, CA, USA
| | | | | | - David Chia
- University of California Los Angeles, Los Angeles, CA, USA
| | - David Elashoff
- University of California Los Angeles, Los Angeles, CA, USA
| | | | | | - Scott S Oh
- University of California Los Angeles, Los Angeles, CA, USA
| | - Charles Strom
- University of California Los Angeles, Los Angeles, CA, USA
| | - Michael Tu
- Liquid Diagnostics LLC., Los Angeles, CA, USA
| | - Fang Wei
- University of California Los Angeles, Los Angeles, CA, USA
| | - Rena R Xian
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Steven J Skates
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Thi Trinh
- Yale University School of Medicine, New Haven, CT, USA
| | - Mark Watson
- Washington University School of Medicine, St. Louis, MO, USA
| | - Rebecca Aft
- Washington University School of Medicine, St. Louis, MO, USA
| | - Siddarth Rawal
- Washington University School of Medicine, St. Louis, MO, USA; Circulogix Inc., St. Louis, MO, USA
| | | | | | | | - Cheng Shen
- California Institute of Technology, Pasadena, CA, USA
| | | | - David T W Wong
- University of California Los Angeles, Los Angeles, CA, USA
| | | | | | | | - Richard J Cote
- Washington University School of Medicine, St. Louis, MO, USA; Circulogix Inc., St. Louis, MO, USA
| | - Sudhir Srivastava
- Cancer Biomarkers Research Group, Division of Cancer Prevention, National Cancer Institute, Bethesda, MD, USA
| | - Hakho Lee
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Bob S Carter
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Leonora Balaj
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
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6
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Hsia T, Small JL, Yekula A, Batool SM, Escobedo AK, Ekanayake E, You DG, Lee H, Carter BS, Balaj L. Systematic Review of Photodynamic Therapy in Gliomas. Cancers (Basel) 2023; 15:3918. [PMID: 37568734 PMCID: PMC10417382 DOI: 10.3390/cancers15153918] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 07/27/2023] [Accepted: 07/29/2023] [Indexed: 08/13/2023] Open
Abstract
Over the last 20 years, gliomas have made up over 89% of malignant CNS tumor cases in the American population (NIH SEER). Within this, glioblastoma is the most common subtype, comprising 57% of all glioma cases. Being highly aggressive, this deadly disease is known for its high genetic and phenotypic heterogeneity, rendering a complicated disease course. The current standard of care consists of maximally safe tumor resection concurrent with chemoradiotherapy. However, despite advances in technology and therapeutic modalities, rates of disease recurrence are still high and survivability remains low. Given the delicate nature of the tumor location, remaining margins following resection often initiate disease recurrence. Photodynamic therapy (PDT) is a therapeutic modality that, following the administration of a non-toxic photosensitizer, induces tumor-specific anti-cancer effects after localized, wavelength-specific illumination. Its effect against malignant glioma has been studied extensively over the last 30 years, in pre-clinical and clinical trials. Here, we provide a comprehensive review of the three generations of photosensitizers alongside their mechanisms of action, limitations, and future directions.
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Affiliation(s)
- Tiffaney Hsia
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Julia L. Small
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA
- Chan Medical School, University of Massachusetts, Worcester, MA 01605, USA
| | - Anudeep Yekula
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA
- Department of Neurosurgery, University of Minnesota, Minneapolis, MN 554414, USA
| | - Syeda M. Batool
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Ana K. Escobedo
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Emil Ekanayake
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Dong Gil You
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Hakho Lee
- Center for Systems Biology, Massachusetts General Hospital Research Institute, Boston, MA 02114, USA
- Department of Radiology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Bob S. Carter
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA
- Harvard Medical School, Boston, MA 02215, USA
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA
- Harvard Medical School, Boston, MA 02215, USA
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7
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Yekula A, Hsia T, Kitchen RR, Chakrabortty SK, Yu W, Batool SM, Lewis B, Szeglowski AJ, Weissleder R, Lee H, Chi AS, Batchelor T, Carter BS, Breakefield XO, Skog J, Balaj L. Longitudinal analysis of serum-derived extracellular vesicle RNA to monitor dacomitinib treatment response in EGFR-amplified recurrent glioblastoma patients. Neurooncol Adv 2023; 5:vdad104. [PMID: 37811539 PMCID: PMC10559837 DOI: 10.1093/noajnl/vdad104] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/10/2023] Open
Abstract
Background Glioblastoma (GBM) is a highly aggressive and invasive brain tumor associated with high patient mortality. A large fraction of GBM tumors have been identified as epidermal growth factor receptor (EGFR) amplified and ~50% also are EGFRvIII mutant positive. In a previously reported multicenter phase II study, we have described the response of recurrent GBM (rGBM) patients to dacomitinib, an EGFR tyrosine kinase inhibitor (TKI). As a continuation of that report, we leverage the tumor cargo-encapsulating extracellular vesicles (EVs) and explore their genetic composition as carriers of tumor biomarker. Methods Serum samples were longitudinally collected from EGFR-amplified rGBM patients who clinically benefitted from dacomitinib therapy (responders) and those who did not (nonresponders), as well as from a healthy cohort of individuals. The serum EV transcriptome was evaluated to map the RNA biotype distribution and distinguish GBM disease. Results Using long RNA sequencing, we show enriched detection of over 10 000 coding RNAs from serum EVs. The EV transcriptome yielded a unique signature that facilitates differentiation of GBM patients from healthy donors. Further analysis revealed genetic enrichment that enables stratification of responders from nonresponders prior to dacomitinib treatment as well as following administration. Conclusion This study demonstrates that genetic composition analysis of serum EVs may aid in therapeutic stratification to identify patients with dacomitinib-responsive GBM.
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Affiliation(s)
- Anudeep Yekula
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Tiffaney Hsia
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Robert R Kitchen
- Exosome Diagnostics, Inc., a Bio-Techne Brand, Waltham, Massachusetts, USA
| | | | - Wei Yu
- Exosome Diagnostics, Inc., a Bio-Techne Brand, Waltham, Massachusetts, USA
| | - Syeda M Batool
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Brian Lewis
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Antoni J Szeglowski
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Ralph Weissleder
- Center for Systems Biology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Hakho Lee
- Center for Systems Biology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Andrew S Chi
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Tracy Batchelor
- Department of Neurology, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | - Bob S Carter
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Xandra O Breakefield
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Johan Skog
- Exosome Diagnostics, Inc., a Bio-Techne Brand, Waltham, Massachusetts, USA
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
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8
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Abstract
Extracellular vesicles (EVs) represent a valuable tool in liquid biopsy with tremendous clinical potential in diagnosis, prognosis, and therapeutic monitoring of gliomas. Compared to tissue biopsy, EV-based liquid biopsy is a low-cost, minimally invasive method that can provide information on tumor dynamics before, during, and after treatment. Tumor-derived EVs circulating in biofluids carry a complex cargo of molecular biomarkers, including DNA, RNA, and proteins, which can be indicative of tumor growth and progression. Here, we briefly review current commercial and noncommercial methods for the isolation, quantification, and biochemical characterization of plasma EVs from patients with glioma, touching on whole EV analysis, mutation detection techniques, and genomic and proteomic profiling. We review notable advantages and disadvantages of plasma EV isolation and analytical methods, and we conclude with a discussion on clinical translational opportunities and key challenges associated with the future implementation of EV-based liquid biopsy for glioma treatment.
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Affiliation(s)
| | | | - Sirena K Khanna
- Department of Neurosurgery, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Austin S Gamblin
- Department of Neurosurgery, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Yulia Rosenfeld
- Department of Neurosurgery, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Dong Gil You
- Department of Neurosurgery, Massachusetts General Hospital, Boston, Massachusetts, USA
| | | | - Leonora Balaj
- Corresponding Author: Leonora Balaj, PhD, Department of Neurosurgery, Massachusetts General Hospital, 185 Cambridge St., Boston, MA 02114, USA ()
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9
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Hsia T, Yekula A, Batool SM, Rosenfeld YB, You DG, Weissleder R, Lee H, Carter BS, Balaj L. Glioblastoma-derived extracellular vesicle subpopulations following 5-aminolevulinic acid treatment bear diagnostic implications. J Extracell Vesicles 2022; 11:e12278. [PMID: 36404434 PMCID: PMC9676504 DOI: 10.1002/jev2.12278] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 09/13/2022] [Accepted: 10/17/2022] [Indexed: 11/22/2022] Open
Abstract
Liquid biopsy is a minimally invasive alternative to surgical biopsy, encompassing different analytes including extracellular vesicles (EVs), circulating tumour cells (CTCs), circulating tumour DNA (ctDNA), proteins, and metabolites. EVs are released by virtually all cells, but at a higher rate by faster cycling, malignant cells. They encapsulate cargo native to the originating cell and can thus provide a window into the tumour landscape. EVs are often analysed in bulk which hinders the analysis of rare, tumour-specific EV subpopulations from the large host EV background. Here, we fractionated EV subpopulations in vitro and in vivo and characterized their phenotype and generic cargo. We used 5-aminolevulinic acid (5-ALA) to induce release of endogenously fluorescent tumour-specific EVs (EVPpIX ). Analysis of five different subpopulations (EVPpIX , EVCD63 , EVCD9 , EVEGFR , EVCFDA ) from glioblastoma (GBM) cell lines revealed unique transcriptome profiles, with the EVPpIX transcriptome demonstrating closer alignment to tumorigenic processes over the other subpopulations. Similarly, isolation of tumour-specific EVs from GBM patient plasma showed enrichment in GBM-associated genes, when compared to bulk EVs from plasma. We propose that fractionation of EV populations facilitates detection and isolation of tumour-specific EVs for disease monitoring.
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Affiliation(s)
- Tiffaney Hsia
- Department of NeurosurgeryMassachusetts General Hospital, Harvard Medical SchoolBostonMassachusettsUSA
| | - Anudeep Yekula
- Department of NeurosurgeryMassachusetts General Hospital, Harvard Medical SchoolBostonMassachusettsUSA
| | - S. Maheen Batool
- Department of NeurosurgeryMassachusetts General Hospital, Harvard Medical SchoolBostonMassachusettsUSA
| | - Yulia B. Rosenfeld
- Department of NeurosurgeryMassachusetts General Hospital, Harvard Medical SchoolBostonMassachusettsUSA
| | - Dong Gil You
- Department of NeurosurgeryMassachusetts General Hospital, Harvard Medical SchoolBostonMassachusettsUSA
- Center for Systems BiologyMassachusetts General HospitalBostonMassachusettsUSA
| | - Ralph Weissleder
- Center for Systems BiologyMassachusetts General HospitalBostonMassachusettsUSA
- Department of RadiologyMassachusetts General HospitalBostonMassachusettsUSA
| | - Hakho Lee
- Center for Systems BiologyMassachusetts General HospitalBostonMassachusettsUSA
- Department of RadiologyMassachusetts General HospitalBostonMassachusettsUSA
| | - Bob S. Carter
- Department of NeurosurgeryMassachusetts General Hospital, Harvard Medical SchoolBostonMassachusettsUSA
| | - Leonora Balaj
- Department of NeurosurgeryMassachusetts General Hospital, Harvard Medical SchoolBostonMassachusettsUSA
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10
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Datta C, Truesdell SS, Wu KQ, Bukhari SIA, Ngue H, Buchanan B, Le Tonqueze O, Lee S, Kollu S, Granovetter MA, Boukhali M, Kreuzer J, Batool MS, Balaj L, Haas W, Vasudevan S. Ribosome changes reprogram translation for chemosurvival in G0 leukemic cells. Sci Adv 2022; 8:eabo1304. [PMID: 36306353 PMCID: PMC9616492 DOI: 10.1126/sciadv.abo1304] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
Quiescent leukemic cells survive chemotherapy, with translation changes. Our data reveal that FXR1, a protein amplified in several aggressive cancers, is elevated in quiescent and chemo-treated leukemic cells and promotes chemosurvival. This suggests undiscovered roles for this RNA- and ribosome-associated protein in chemosurvival. We find that FXR1 depletion reduces translation, with altered rRNAs, snoRNAs, and ribosomal proteins (RPs). FXR1 regulates factors that promote transcription and processing of ribosomal genes and snoRNAs. Ribosome changes in FXR1-overexpressing cells, including RPLP0/uL10 levels, activate eIF2α kinases. Accordingly, phospho-eIF2α increases, enabling selective translation of survival and immune regulators in FXR1-overexpressing cells. Overriding these genes or phospho-eIF2α with inhibitors reduces chemosurvival. Thus, elevated FXR1 in quiescent or chemo-treated leukemic cells alters ribosomes that trigger stress signals to redirect translation for chemosurvival.
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Affiliation(s)
- Chandreyee Datta
- Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Samuel S. Truesdell
- Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Keith Q. Wu
- Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Syed I. A. Bukhari
- Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Harrison Ngue
- Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Brienna Buchanan
- Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Olivier Le Tonqueze
- Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Sooncheol Lee
- Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Swapna Kollu
- Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Madeleine A. Granovetter
- Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Myriam Boukhali
- Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Johannes Kreuzer
- Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Maheen S. Batool
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Wilhelm Haas
- Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
| | - Shobha Vasudevan
- Massachusetts General Hospital Cancer Center, Department of Medicine, Harvard Medical School, Boston, MA 02114, USA
- Corresponding author.
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11
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Batool SM, Muralidharan K, Hsia T, Falotico S, Gamblin AS, Rosenfeld YB, Khanna SK, Balaj L, Carter BS. Highly sensitive EGFRvIII detection in circulating extracellular vesicle RNA of glioma patients. Clin Cancer Res 2022; 28:4070-4082. [PMID: 35849415 DOI: 10.1158/1078-0432.ccr-22-0444] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 05/01/2022] [Accepted: 07/14/2022] [Indexed: 11/16/2022]
Abstract
PURPOSE Liquid biopsy offers an attractive platform for non-invasive tumor diagnosis, prognostication and prediction of glioblastoma clinical outcomes. Prior studies report that 30-50% of GBM lesions characterized by EGFR amplification also harbor the EGFRvIII mutation. EXPERIMENTAL DESIGN A novel digital droplet PCR (ddPCR) assay for high GC content amplicons was developed and optimized for sensitive detection of EGFRvIII in tumor tissue and circulating extracellular vesicle RNA (EV RNA) isolated from the plasma of glioma patients. RESULTS Our optimized qPCR assay detected EGFRvIII mRNA in 81% (95% CI, 68% - 94%) of EGFR amplified glioma tumor tissue, indicating a higher than previously reported prevalence of EGFRvIII in glioma. Using the optimized ddPCR assay in discovery and blinded validation cohorts, we detected EGFRvIII mutation in 73% (95% CI, 64% - 82%) of patients with a specificity of 98% (95% CI, 87% - 100%), compared with qPCR tumor tissue analysis. Additionally, upon longitudinal monitoring in 4 patients, we report detection of EGFRvIII in the plasma of patients with different clinical outcomes, rising with tumor progression, and decreasing in response to treatment. CONCLUSION This study demonstrates the feasibility of detecting EGFRvIII mutation in plasma using a highly sensitive and specific ddPCR assay. We also show a higher than previously reported EGFRvIII prevalence in glioma tumor tissue. Several features of the assay are favorable for clinical implementation for detection and monitoring of EGFRvIII positive tumors.
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Affiliation(s)
| | | | - Tiffaney Hsia
- Massachusetts General Hospital, Boston, MA, United States
| | | | | | | | | | - Leonora Balaj
- Massachusetts General Hospital, Boston, United States
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12
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Hsia T, Yekula A, Batool SM, Carter BS, Balaj L. Abstract 5175: Novel approach for glioblastoma characterization via tumor specific extracellular vesicles. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-5175] [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: The utility of photosensitizers (PS), such as 5-Aminolevulinic acid (5-ALA), has been limited to fluorescence-guided surgery (FGS) and photodynamic therapy. The downstream metabolism of 5-ALA results in tumor-specific, highly selective accumulation of PpIX, an endogenous porphyrin, in tumor cells. We have previously reported evidence of PpIX in EVs derived from the plasma of glioblastoma (GBM) patients. Here, we characterize the tumor-specific nature of PpIX fluorescent EVs through quantification of their cargo, demonstrating their utility in the advancement of liquid biopsy for GBM diagnosis and management.
METHODS: Fluorescence activated cell sorting was adapted for nanoparticle isolation and PpIX fluorescent EVs were sorted from plasma collected from patients (N = 8) diagnosed with GBM, undergoing FGS. RNA cargo was extracted and quantified via low input RNA-Seq. Matching patient tumor and total plasma EVs along with healthy control plasma EVs (N = 8) were sequenced in parallel.
SUMMARY: Through sequencing analysis, we have demonstrated a distinct landscape of long RNAs (mRNA and lncRNA) in PpIX EVs, with isolation of this EV population resulting in an enrichment of lncRNAs. Considering the emerging diagnostic and prognostic potential of lncRNAs in GBM, exploration of such EVs provides valuable insight into the pathobiology of the tumor of origin. On a broader scale, gene expression analysis of PpIX EV cargo demonstrates at least a ten-fold enrichment of genes that are otherwise buried in the heterogeneous plasma EV background. Furthermore, downstream KEGG orthological analysis of PpIX EV cargo has revealed alignment of 78% of the significant pathways to processes implicated in cancer development and progression. We have identified a panel of genes unique to PpIX EVs, and reflective of the native tumor, that are implicated in GBM pathogenesis including GREM1, MAP4K4, and STAG2. Validation via quantitative and digital PCR of total plasma EVs from patient and healthy cohorts (N = 10, respectively) have yielded similar expression levels, as reflected in sequencing gene expression. Isolation of PpIX EVs, however, insinuates enriched genetic detection.
CONCLUSION: In summary, this preliminary cohort of GBM patients has demonstrated the utility of 5-ALA induced PpIX fluorescence outside of its original intentions: facilitating tumor-specific EV identification for the progression of liquid biopsy. These findings are an inviting breakthrough in the development of individualized disease detection and monitoring.
Citation Format: Tiffaney Hsia, Anudeep Yekula, Syeda M. Batool, Bob S. Carter, Leonora Balaj. Novel approach for glioblastoma characterization via tumor specific extracellular vesicles [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 5175.
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13
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Yekula A, Muralidharan K, Balaj L, Carter BS. 155 TERT Promoter Mutation Analysis for Blood-based Diagnosis and Monitoring of Gliomas. Neurosurgery 2022. [DOI: 10.1227/neu.0000000000001880_155] [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] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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14
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Kilic T, Cho YK, Jeong N, Shin IS, Carter BS, Balaj L, Weissleder R, Lee H. Multielectrode Spectroscopy Enables Rapid and Sensitive Molecular Profiling of Extracellular Vesicles. ACS Cent Sci 2022; 8:110-117. [PMID: 35111901 PMCID: PMC8802188 DOI: 10.1021/acscentsci.1c01193] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Indexed: 05/06/2023]
Abstract
Detecting protein markers in extracellular vesicles (EVs) is becoming a useful tool for basic research and clinical diagnoses. Most EV protein assays, however, require lengthy processes-conjugating affinity ligands onto sensing substrates and affixing EVs with additional labels to maximize signal generation. Here, we present an iPEX (impedance profiling of extracellular vesicles) system, an all-electrical strategy toward fast, multiplexed EV profiling. iPEX adopts one-step electropolymerization to rapidly functionalize sensor electrodes with antibodies; it then detects EV proteins in a label-free manner through impedance spectroscopy. The approach streamlines the entire EV assay, from sensor preparation to signal measurements. We achieved (i) fast immobilization of antibodies (<3 min) per electrode; (ii) high sensitivity (500 EVs/mL) without secondary labeling; and (iii) parallel detection (quadruple) in a single chip. A potential clinical utility was demonstrated by directly analyzing plasma samples from glioblastoma multiforme patients.
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Affiliation(s)
- Tugba Kilic
- Center
for Systems Biology, Massachusetts General
Hospital, Boston, Massachusetts 02114, United States
- Department
of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, United States
| | - Young Kwan Cho
- Center
for Systems Biology, Massachusetts General
Hospital, Boston, Massachusetts 02114, United States
- Department
of Chemistry, Kennedy College of Sciences, University of Massachusetts Lowell, Lowell, Massachusetts 01854, United States
| | - Naebong Jeong
- Center
for Systems Biology, Massachusetts General
Hospital, Boston, Massachusetts 02114, United States
| | - Ik-Soo Shin
- Department
of Chemistry, Soongsil University, Seoul 06978, South Korea
| | - Bob S. Carter
- Department
of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, United States
| | - Leonora Balaj
- Department
of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, United States
| | - Ralph Weissleder
- Center
for Systems Biology, Massachusetts General
Hospital, Boston, Massachusetts 02114, United States
- Department
of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, United States
- Department
of Systems Biology, Harvard Medical School, Boston, Massachusetts 02115, United States
| | - Hakho Lee
- Center
for Systems Biology, Massachusetts General
Hospital, Boston, Massachusetts 02114, United States
- Department
of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, United States
- E-mail:
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15
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Alexander RP, Kitchen RR, Tosar JP, Roth M, Mestdagh P, Max KEA, Rozowsky J, Kaczor-Urbanowicz KE, Chang J, Balaj L, Losic B, Van Nostrand EL, LaPlante E, Mateescu B, White BS, Yu R, Milosavljevic A, Stolovitzky G, Spengler RM. Open Problems in Extracellular RNA Data Analysis: Insights From an ERCC Online Workshop. Front Genet 2022; 12:778416. [PMID: 35047007 PMCID: PMC8762274 DOI: 10.3389/fgene.2021.778416] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Accepted: 11/30/2021] [Indexed: 12/16/2022] Open
Abstract
We now know RNA can survive the harsh environment of biofluids when encapsulated in vesicles or by associating with lipoproteins or RNA binding proteins. These extracellular RNA (exRNA) play a role in intercellular signaling, serve as biomarkers of disease, and form the basis of new strategies for disease treatment. The Extracellular RNA Communication Consortium (ERCC) hosted a two-day online workshop (April 19-20, 2021) on the unique challenges of exRNA data analysis. The goal was to foster an open dialog about best practices and discuss open problems in the field, focusing initially on small exRNA sequencing data. Video recordings of workshop presentations and discussions are available (https://exRNA.org/exRNAdata2021-videos/). There were three target audiences: experimentalists who generate exRNA sequencing data, computational and data scientists who work with those groups to analyze their data, and experimental and data scientists new to the field. Here we summarize issues explored during the workshop, including progress on an effort to develop an exRNA data analysis challenge to engage the community in solving some of these open problems.
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Affiliation(s)
| | - Robert R Kitchen
- Cardiovascular Research Center, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, United States
| | - Juan Pablo Tosar
- Pasteur Institute of Montevideo and University of the Republic of Uruguay, Montevideo, Uruguay
| | - Matthew Roth
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, United States
| | - Pieter Mestdagh
- Center for Medical Genetics, Department of Biomolecular Medicine, Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium
| | - Klaas E. A. Max
- Laboratory of RNA Molecular Biology, Rockefeller University, New York, NY, United States
| | - Joel Rozowsky
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, United States
| | | | - Justin Chang
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, United States
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
| | - Bojan Losic
- Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Eric L. Van Nostrand
- Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Baylor College of Medicine, Houston, TX, United States
| | - Emily LaPlante
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, United States
| | - Bogdan Mateescu
- Brain Research Institute, University of Zurich, Zurich, Switzerland
| | | | - Rongshan Yu
- Department of Computer Science, Xiamen University, Aginome Scientific, Ltd., Xiamen, China
| | - Aleksander Milosavljevic
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, United States
| | | | - Ryan M. Spengler
- School of Medicine and Public Health, University of Wisconsin, Madison, WI, United States
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16
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Hsia T, Yekula A, Carter B, Balaj L. BIOM-45. CHARACTERIZATION OF EVs RELEASED FROM 5-ALA DOSED GLIAL AND EXTRA-AXIAL TUMORS. Neuro Oncol 2021. [DOI: 10.1093/neuonc/noab196.076] [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: 11/14/2022] Open
Abstract
Abstract
INTRODUCTION
The administration of 5-Aminolevunlinic acid (5-ALA) in the context of fluorescence-guided surgery is contingent on the highly selective accumulation of PpIX in tumor cells. PpIX is a precursor in the heme pathway that naturally exhibits fluorescent and phototoxic properties upon excitation. We have previously reported evidence of PpIX fluorescence in tumor-specific extracellular vesicles (EVs). Here, we explore the implications of exogenous 5-ALA on cellular function, EV characteristics, and gene expression.
METHODS
We have characterized a range of glioblastoma, meningioma, and healthy cell lines (Gli36 EGFRvIII, Gli36 EGFR WT, U87, CH-157, IOMM-Lee, and HBMVEC). At equal confluency, cells were dosed with 0.8 mM 5-ALA or mock dosed. Media was collected and processed to eliminate debris after 24 hours. Analysis of cells and EVs was conducted using Amnis ImageStream (IFC) and Nanoparticle Tracking Analysis. EV subpopulations were analyzed with IFC following antibody staining. RNA was extracted using Qiagen exoRNeasy and RNeasy. Libraries were prepared via Qiagen UPX 3’ Transcriptome kit and sequenced using Illumina MiSeq. Data analysis was carried out via GeneGlobe, CLC workbench, and MATLAB.
RESULTS
Following 5-ALA dosing, all tumor cells and their derived EVs exhibit significant levels of fluorescence. Analysis of EV subpopulations demonstrated a general decrease in tetraspanin-positive EVs following 5-ALA dosing. At 24 hours, Gli36 cell lines exhibited increased EV release post 5-ALA whereas U87 and meningioma lines resulted in a decreased EV release rate. This clustering is also reflected in EV size distributions and in cellular and EV differential gene expression analysis. Gene ontology analysis of common genes from mock and dosed EVs demonstrated high counts of genes controlling biological regulation as well as cellular and metabolic processes.
CONCLUSION
Collection and characterization of cancer specific EVs may be advantageous to liquid biopsy development.
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Affiliation(s)
| | | | - Bob Carter
- Massachusetts General Hospital, Boston, MA, USA
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17
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Yekula A, Hsia T, Balaj L, Carter B. BIOM-12. DEVELOPMENT OF 5-ALA BASED LIQUID BIOPSY FOR THE NON-INVASIVE DIAGNOSIS OF GLIOBLASTOMA. Neuro Oncol 2021. [DOI: 10.1093/neuonc/noab196.043] [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: 11/14/2022] Open
Abstract
Abstract
INTRODUCTION
Tumor specificity of 5-aminolevulinic acid (5-ALA) induced protoporphyrin IX (PpIX) fluorescence is widely applied for fluorescence-guided surgery (FGS) in gliomas. We recently showed the feasibility of detecting tumour-specific fluorescent PpIX extracellular vesicles (EVs) derived from the plasma of glioblastoma (GBM) patients undergoing 5-ALA based fluorescence-guided surgery. Here, we further develop methods to characterize, sort and study fluorescent PpIX EVs in plasma of patients with glioma.
METHODS
We used imaging flow cytometry and Astrios EQ nanoFACS to characterize and sort PpIX EVs, respectively. Downstream RNA analysis utilized transcriptome sequencing analysis and droplet digital PCR (EGFRvIII mRNA).
RESULTS
All GBM cell lines (Gli36vIII, U87, Gli36 WT) dosed with 5-ALA demonstrated PpIX fluorescence, and released PpIX positive EVs. There was a high correlation between fluorescence in cells and the number of PpIX EVs released (r2=0.9). We sorted 100,000 PpIX EVs from Gli36vIII cells dosed with 5-ALA and detected 65 copies and 24 copies of mutant EGFRvIII mRNA and wildtype EGFR mRNA per 100,000 EVs, respectively. RNAseq analysis of the sorted PpIX EVs showed expression patterns reflective of parent cells. Furthermore, 100,000 sorted PpIX EVs from the plasma of a patient with EGFRvIII glioma yielded 22 copies of EGFRvIII mRNA while < 5 copies were detected in 1ml of plasma and healthy control plasma, demonstrating the tumor-specific nature of PpIX EVs. Finally, we performed transcriptome analysis on 250,000 PpIX EVs each from 8 patients undergoing 5-ALA based FGS. We identified several mRNAs including Gli3, STAG2, ELF3, PHLPP1 which play an important role in cancer.
CONCLUSION
The ability to sort and characterize tumor specific PpIX EVs following 5-ALA administration opens new avenues for liquid biopsy-based glioma diagnosis.
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Affiliation(s)
| | | | | | - Bob Carter
- Massachusetts General Hospital, Boston, MA, USA
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18
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Verweij FJ, Balaj L, Boulanger CM, Carter DRF, Compeer EB, D'Angelo G, El Andaloussi S, Goetz JG, Gross JC, Hyenne V, Krämer-Albers EM, Lai CP, Loyer X, Marki A, Momma S, Nolte-'t Hoen ENM, Pegtel DM, Peinado H, Raposo G, Rilla K, Tahara H, Théry C, van Royen ME, Vandenbroucke RE, Wehman AM, Witwer K, Wu Z, Wubbolts R, van Niel G. The power of imaging to understand extracellular vesicle biology in vivo. Nat Methods 2021; 18:1013-1026. [PMID: 34446922 PMCID: PMC8796660 DOI: 10.1038/s41592-021-01206-3] [Citation(s) in RCA: 142] [Impact Index Per Article: 47.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Accepted: 05/20/2021] [Indexed: 01/08/2023]
Abstract
Extracellular vesicles (EVs) are nano-sized lipid bilayer vesicles released by virtually every cell type. EVs have diverse biological activities, ranging from roles in development and homeostasis to cancer progression, which has spurred the development of EVs as disease biomarkers and drug nanovehicles. Owing to the small size of EVs, however, most studies have relied on isolation and biochemical analysis of bulk EVs separated from biofluids. Although informative, these approaches do not capture the dynamics of EV release, biodistribution, and other contributions to pathophysiology. Recent advances in live and high-resolution microscopy techniques, combined with innovative EV labeling strategies and reporter systems, provide new tools to study EVs in vivo in their physiological environment and at the single-vesicle level. Here we critically review the latest advances and challenges in EV imaging, and identify urgent, outstanding questions in our quest to unravel EV biology and therapeutic applications.
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Affiliation(s)
- Frederik J Verweij
- Université de Paris, Institute of Psychiatry and Neuroscience of Paris (IPNP), INSERM U1266, Paris, France.
- GHU Paris Psychiatrie et Neurosciences, Hôpital Sainte Anne, Paris, France.
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | | | - David R F Carter
- Department of Biological and Medical Sciences, Faculty of Health and Life Sciences, Oxford Brookes University, Oxford, UK
- Evox Therapeutics Limited, Oxford Science Park, Oxford, UK
| | - Ewoud B Compeer
- Kennedy Institute of Rheumatology, NDORMS, University of Oxford, Oxford, UK
| | - Gisela D'Angelo
- Institut Curie, PSL Research University, CNRS, UMR144 Cell Biology and Cancer, Paris, France
| | - Samir El Andaloussi
- Evox Therapeutics Limited, Oxford Science Park, Oxford, UK
- Clinical Research Center, Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Jacky G Goetz
- INSERM UMR_S1109, Tumor Biomechanics Lab, Université de Strasbourg, Fédération de Médecine Translationnelle de Strasbourg (FMTS), Equipe Labellisée Ligue contre le Cancer, Strasbourg, France
| | | | - Vincent Hyenne
- INSERM UMR_S1109, Tumor Biomechanics Lab, Université de Strasbourg, Fédération de Médecine Translationnelle de Strasbourg (FMTS), Equipe Labellisée Ligue contre le Cancer, Strasbourg, France
- CNRS SNC5055, Strasbourg, France
| | - Eva-Maria Krämer-Albers
- Johannes Gutenberg-Universität Mainz, Institute of Developmental Biology and Neurobiology, Mainz, Germany
| | - Charles P Lai
- Institute of Atomic and Molecular Sciences, Academia Sinica, Taipei, Taiwan
| | - Xavier Loyer
- Université de Paris, PARCC, INSERM, Paris, France
| | - Alex Marki
- La Jolla Institute for Allergy and Immunology, La Jolla, CA, USA
| | - Stefan Momma
- Institute of Neurology (Edinger Institute), Goethe-University, Frankfurt am Main, Germany
| | - Esther N M Nolte-'t Hoen
- Department of Biomolecular Health Sciences, Faculty of veterinary medicine, Utrecht University, Utrecht, the Netherlands
| | - D Michiel Pegtel
- Amsterdam UMC, Vrije Universiteit Amsterdam, Pathology, Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Hector Peinado
- Microenvironment and Metastasis Laboratory, Molecular Oncology Programme, Spanish National Cancer Research Center (CNIO), Madrid, Spain
| | - Graça Raposo
- Institut Curie, PSL Research University, CNRS, UMR144 Cell Biology and Cancer, Paris, France
| | - Kirsi Rilla
- University of Eastern Finland, Institute of Biomedicine, Kuopio, Finland
| | - Hidetoshi Tahara
- Department of Cellular and Molecular Biology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Clotilde Théry
- Institut Curie, PSL Research University, INSERM U932, Immunity and Cancer, Paris, France
| | | | - Roosmarijn E Vandenbroucke
- VIB Center for Inflammation Research and Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
| | - Ann M Wehman
- Department of Biological Sciences, University of Denver, Denver, CO, USA
| | - Kenneth Witwer
- Department of Molecular and Comparative Pathobiology and Neurology and the Richman Family Precision Medicine Center of Excellence in Alzheimer's Disease, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Zhiwei Wu
- Center for Public Health Research, Medical School, Nanjing University, Nanjing, China
- State Key Laboratory of Analytical Chemistry for Life Science, Nanjing University, Nanjing, China
- Medical School, Jiangsu Key Laboratory of Molecular Medicine, Nanjing University, Nanjing, China
| | - Richard Wubbolts
- Department of Biomolecular Health Sciences, Faculty of veterinary medicine, Utrecht University, Utrecht, the Netherlands
| | - Guillaume van Niel
- Université de Paris, Institute of Psychiatry and Neuroscience of Paris (IPNP), INSERM U1266, Paris, France.
- GHU Paris Psychiatrie et Neurosciences, Hôpital Sainte Anne, Paris, France.
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19
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Yekula A, Kitchen R, Chakrabortty S, Carter B, Breakefield X, Skog J, Balaj L. OMRT-2. Liquid biopsy for patient stratification and monitoring of dacomitinib clinical trial in patients with EGFR amplified recurrent glioblastoma. Neurooncol Adv 2021. [PMCID: PMC8255422 DOI: 10.1093/noajnl/vdab070.028] [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] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Introduction Liquid biopsy for the detection and monitoring of brain tumors is of significant clinical interest. The ability to non-invasively profile tumors can avoid a risky biopsy and opens avenues for testing novel therapies by accurately stratifying patients to receive the right therapy. Here, we provide evidence of EV RNA-based diagnosis, patient stratification, and assessment of response to therapy in the setting of a clinical trial evaluating the efficacy of dacomitinib, an EGFR tyrosine kinase inhibitor in patients with recurrent, EGFR amplified GBM(NCT01112527). Methods We performed RNASeq on long RNA extracted from the serum samples, pre-treatment and 1-month post-treatment. Results Firstly, longRNASeq allowed the detection of thousands of mRNA, lincRNAs and antisense RNAs enabling the study of a wider repertoire of potential RNA based biomarkers. Secondly, we observed a differential expression profile in serum EV RNA of GBM patients and healthy controls. Combining our findings with TCGA data and literature screening, we generated a 25 gene signature representative of critical pathways in several hallmarks of cancer. Thirdly, we observed a differential expression profile in serum EV RNA of responders to dacomitinib compared to non-responders in pre-treatment serum. Specifically, the EV mRNAs ZNF35 and LAMTOR2 distinguish responders from non-responders (p-adjusted = 2.6E-8 and 2.4E-6, respectively) allowing potential patient stratification. Finally, we observed a differential expression profile in serum EV RNA of responders to dacomitinib compared to non-responders in post-treatment serum. EV mRNA DNMT3A is significantly enriched (p-adjusted = 1.8E-4) in post-treatment serum of responders compared to non-responders to dacomitinib allowing potential monitoring of response to therapy. Conclusion This study represents the first longitudinal profiling of the EV transcriptome in a cohort of genomically selected GBM patients. These findings are a tantalizing step toward liquid biopsy-based biomarkers for the detection of GBM, as well as patient stratification and monitoring.
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Affiliation(s)
| | | | | | - Bob Carter
- Massachusetts General Hospital, Boston, MA, USA
| | | | - Johan Skog
- Massachusetts General Hospital, Boston, MA, USA
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20
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Yekula A, Kitchen RR, Chakrabortty SK, Carter BS, Skog J, Balaj L. Abstract 456: Liquid biopsy for patient stratification and monitoring of dacomitinib clinical trial in patients with EGFR amplified recurrent glioblastoma. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-456] [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
Liquid biopsy for the detection and monitoring of brain tumors is of significant clinical interest. This ability to non-invasively profile tumors, opens new avenues for diagnosis, patient stratification to novel therapies, as well as monitoring. Here, we provide evidence of extracellular vesicle EV RNA-based diagnosis, patient stratification, and assessment of response to therapy in the setting of a clinical trial evaluating the efficacy of dacomitinib, EGFR tyrosine kinase inhibitor in patients with recurrent, EGFR amplified GBM in a multi-armed, multi-institutional clinical trial (NCT01112527).
Methods
We performed RNASeq on long RNA extracted from the serum samples, pre-treatment and 1-month post-treatment.
Results
Firstly, our novel RNASeq workflow on EV derived long RNA allowed the detection of thousands of protein coding genes, lincRNAs and antisense RNAs enabling the study of a wider repertoire of potential RNA based biomarkers of GBM.
Secondly, we observed a differential expression profile is serum EV RNA of GBM patients and healthy controls. Combining our findings with TCGA data and literature screening, we generated a 25 gene signature representative of critical pathways in several hallmarks of cancer including gliogenesis, epithelial to mesenchymal transition, invasion, regulation of stemness, apoptosis and cell cycle regulation, immune regulation and metabolic remodeling.
Thirdly, we observed a differential expression profile is serum EV RNA of responders compared to non-responders in pre-treatment serum. Specifically, the EV mRNAs ZNF35 and LAMTOR2 distinguish responders from non-responders (p-adjusted = 2.6E-8 and 2.4E-6, respectively) allowing potential patient stratification.
Finally, we also observed a differential expression profile is serum EV RNA of responders compared to non-responders in post-treatment serum. EV mRNA DNMT3A is significantly enriched (p-adjusted = 1.8E-4) in post-treatment serum of responders compared to non-responders to dacomitinib allowing potential monitoring of response to therapy.
Conclusion
This study is unique because it represents the first longitudinal profiling of the EV RNA in a cohort of genomically selected GBM patients. These findings are a tantalizing step toward liquid biopsy-based biomarkers for the detection of GBM, as well as patient stratification and monitoring.
Citation Format: Anudeep Yekula, Robert R. Kitchen, Sudipto K. Chakrabortty, Bob S. Carter, Johan Skog, Leonora Balaj. Liquid biopsy for patient stratification and monitoring of dacomitinib clinical trial in patients with EGFR amplified recurrent glioblastoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 456.
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21
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Park J, Park JS, Huang CH, Jo A, Cook K, Wang R, Lin HY, Deun JV, Li H, Min J, Wang L, Yoon G, Carter BS, Balaj L, Choi GS, Castro CM, Weissleder R, Lee H. An integrated magneto-electrochemical device for the rapid profiling of tumour extracellular vesicles from blood plasma. Nat Biomed Eng 2021; 5:678-689. [PMID: 34183802 PMCID: PMC8437135 DOI: 10.1038/s41551-021-00752-7] [Citation(s) in RCA: 73] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Accepted: 05/18/2021] [Indexed: 02/02/2023]
Abstract
Assays for cancer diagnosis via the analysis of biomarkers on circulating extracellular vesicles (EVs) typically have lengthy sample workups, limited throughput or insufficient sensitivity, or do not use clinically validated biomarkers. Here we report the development and performance of a 96-well assay that integrates the enrichment of EVs by antibody-coated magnetic beads and the electrochemical detection, in less than one hour of total assay time, of EV-bound proteins after enzymatic amplification. By using the assay with a combination of antibodies for clinically relevant tumour biomarkers (EGFR, EpCAM, CD24 and GPA33) of colorectal cancer (CRC), we classified plasma samples from 102 patients with CRC and 40 non-CRC controls with accuracies of more than 96%, prospectively assessed a cohort of 90 patients, for whom the burden of tumour EVs was predictive of five-year disease-free survival, and longitudinally analysed plasma from 11 patients, for whom the EV burden declined after surgery and increased on relapse. Rapid assays for the detection of combinations of tumour biomarkers in plasma EVs may aid cancer detection and patient monitoring.
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Affiliation(s)
- Jongmin Park
- Center for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA,Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA,Department of Chemistry, Kangwon National University, Chuncheon 24341, Korea
| | - Jun Seok Park
- Center for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA,Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA,Department of Surgery, Kyungpook National University Hospital, Kyungpook National University School of Medicine, Daegu, Korea
| | - Chen-Han Huang
- Center for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA,Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA,Department of Biomedical Sciences and Engineering, National Central University, Taoyuan 32001, Taiwan
| | - Ala Jo
- Center for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA,Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Kaitlyn Cook
- Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA 02115, USA
| | - Rui Wang
- Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA 02115, USA,Department of Population Medicine, Harvard Pilgrim Health Care Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Hsing-Ying Lin
- Center for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA,Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Jan Van Deun
- Center for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA,Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Huiyan Li
- Center for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA,Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Jouha Min
- Center for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA,Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Lan Wang
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Ghilsuk Yoon
- Department of Pathology, School of Medicine, Kyungpook National University, Daegu 41944, Korea
| | - Bob S. Carter
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Gyu-Seog Choi
- Department of Surgery, Kyungpook National University Hospital, Kyungpook National University School of Medicine, Daegu, Korea
| | - Cesar M. Castro
- Center for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA,Cancer Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Ralph Weissleder
- Center for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA,Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA,Department of Systems Biology, Harvard Medical School, Boston, MA 02115, USA,Correspondence and requests for materials should be addressed to ;
| | - Hakho Lee
- Center for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA,Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA,Correspondence and requests for materials should be addressed to ;
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22
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Khodor YL, Chakrabortty SK, Fischer C, Rauscher M, Balaj L, Carter BS, Yu S, Skog J. Abstract LB045: Identification of plasma-derived, EV-based biomarkers for glioblastoma. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-lb045] [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
Background: Glioblastoma (GBM) is the most malignant and aggressive primary brain cancer in adults, with an incidence of 3.2 per 100,000 people. Currently, diagnosis is only performed via histopathological investigation of a tissue sample from a GBM lesion, complemented with molecular diagnostics for identification of select biomarkers. MRI is the standard of care for follow-up and monitoring of treatment response. Therefore, development of a “liquid biopsy” to obtain disease-relevant information from body fluids is highly desirable.Methods: We present the results from a clinical study in which extracellular vesicle (EV)-derived mRNAs were profiled from the plasma of GBM patients and control individuals for a total of 32 individual RNAseq libraries. Initial biomarker discovery was performed on plasma from 16 patients (8 GBM patients at the time of initial diagnosis and 8 age and sex matched controls). Hybrid capture and RNA-seq were performed via our proprietary pipeline on EV-associated mRNA isolated from 1-2mL plasma. Sequencing data was analyzed for differential gene expression. Validation was done with plasma samples from a new cohort of 8 patients and 8 control individuals.Results: We observed 98 mRNAs as differentially detected between GBM and control samples, with 83 mRNAs enriched in GBM samples and 15 mRNAs decreased (p < 0.05). Correlation based on differentially detected mRNAs separated GBM and control samples into two unique populations. We were able to use the differentially expressed gene signature from the first cohort to separate GBM patients and control individuals in the second cohort. We are currently following up these results with a larger patient population. These data, while preliminary, provide a potential basis for the further development of a GBM gene panel test.Conclusions: We have identified a novel gene signature for GBM in plasma-derived EVs, which differs from previously identified biomarkers isolated from tissue. Further work will refine this signature to enable detection, characterization, and patient monitoring for GBM with less invasive and intensive methods.
Citation Format: Yevgenia L. Khodor, Sudipto K. Chakrabortty, Christian Fischer, Martina Rauscher, Leonora Balaj, Bob S. Carter, Seth Yu, Johan Skog. Identification of plasma-derived, EV-based biomarkers for glioblastoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr LB045.
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Affiliation(s)
| | | | | | | | | | | | - Seth Yu
- 1ExosomeDx, a Bio-Techne Brand, Waltham, MA
| | - Johan Skog
- 1ExosomeDx, a Bio-Techne Brand, Waltham, MA
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Yekula A, Taylor A, Beecroft A, Kang KM, Small JL, Muralidharan K, Rosh Z, Carter BS, Balaj L. The role of extracellular vesicles in acquisition of resistance to therapy in glioblastomas. Cancer Drug Resist 2021; 4:1-16. [PMID: 35582008 PMCID: PMC9019190 DOI: 10.20517/cdr.2020.61] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Revised: 10/05/2020] [Accepted: 10/21/2020] [Indexed: 12/26/2022]
Abstract
Glioblastoma (GBM) is the most aggressive primary brain tumor with a median survival of 15 months despite standard care therapy consisting of maximal surgical debulking, followed by radiation therapy with concurrent and adjuvant temozolomide treatment. The natural history of GBM is characterized by inevitable recurrence with patients dying from increasingly resistant tumor regrowth after therapy. Several mechanisms including inter- and intratumoral heterogeneity, the evolution of therapy-resistant clonal subpopulations, reacquisition of stemness in glioblastoma stem cells, multiple drug efflux mechanisms, the tumor-promoting microenvironment, metabolic adaptations, and enhanced repair of drug-induced DNA damage have been implicated in therapy failure. Extracellular vesicles (EVs) have emerged as crucial mediators in the maintenance and establishment of GBM. Multiple seminal studies have uncovered the multi-dynamic role of EVs in the acquisition of drug resistance. Mechanisms include EV-mediated cargo transfer and EVs functioning as drug efflux channels and decoys for antibody-based therapies. In this review, we discuss the various mechanisms of therapy resistance in GBM, highlighting the emerging role of EV-orchestrated drug resistance. Understanding the landscape of GBM resistance is critical in devising novel therapeutic approaches to fight this deadly disease.
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Affiliation(s)
- Anudeep Yekula
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA
| | | | | | - Keiko M. Kang
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Julia L. Small
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Koushik Muralidharan
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Zachary Rosh
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Bob S. Carter
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA
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Sadegh C, Talati P, Yekula A, Schleicher R, Koch MJ, Stapleton CJ, Patel AB, Carter BS, Balaj L, Kimberly WT, Lehtinen MK. Altered CSF Ionic Homeostasis Predicts Persistent Hydrocephalus After Aneurysmal Subarachnoid Hemorrhage. Neurosurgery 2020. [DOI: 10.1093/neuros/nyaa447_312] [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] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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25
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Yekula A, Muralidharan K, Rosh Z, Youngkin AE, Kang KM, Balaj L, Carter BS. Liquid Biopsy Strategies to Distinguish Progression from Pseudoprogression and Radiation Necrosis in Glioblastomas. Adv Biosyst 2020; 4:e2000029. [PMID: 32484293 PMCID: PMC7708392 DOI: 10.1002/adbi.202000029] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Revised: 04/20/2020] [Indexed: 12/13/2022]
Abstract
Liquid biopsy for the detection and monitoring of central nervous system tumors is of significant clinical interest. At initial diagnosis, the majority of patients with central nervous system tumors undergo magnetic resonance imaging (MRI), followed by invasive brain biopsy to determine the molecular diagnosis of the WHO 2016 classification paradigm. Despite the importance of MRI for long-term treatment monitoring, in the majority of patients who receive chemoradiation therapy for glioblastoma, it can be challenging to distinguish between radiation treatment effects including pseudoprogression, radiation necrosis, and recurrent/progressive disease based on imaging alone. Tissue biopsy-based monitoring is high risk and not always feasible. However, distinguishing these entities is of critical importance for the management of patients and can significantly affect survival. Liquid biopsy strategies including circulating tumor cells, circulating free DNA, and extracellular vesicles have the potential to afford significant useful molecular information at both the stage of diagnosis and monitoring for these tumors. Here, current liquid biopsy-based approaches in the context of tumor monitoring to differentiate progressive disease from pseudoprogression and radiation necrosis are reviewed.
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Affiliation(s)
- Anudeep Yekula
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA, USA
| | | | - Zachary Rosh
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA, USA
| | - Anna E. Youngkin
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA, USA
- Trinity College of Arts and Sciences, Duke University, Durham, NC, USA
| | - Keiko M. Kang
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA, USA
- School of Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA, USA
| | - Bob S. Carter
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA, USA
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26
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Yekula A, Wang L, Muralidharan K, Small J, Rosh Z, Kang K, Carter BS, Balaj L. Novel Gene Fusions in Glioma Tumor Tissue and Matched Patient Plasma. Neurosurgery 2020. [DOI: 10.1093/neuros/nyaa447_799] [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] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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27
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Muralidharan K, Yekula A, Small JL, Rosh ZS, Kang KM, Wang L, Lau S, Zhang H, Lee H, Bettegowda C, Chicoine MR, Kalkanis SN, Shankar GM, Nahed BV, Curry WT, Jones PS, Cahill DP, Balaj L, Carter BS. TERT Promoter Mutation Analysis for Blood-Based Diagnosis and Monitoring of Gliomas. Clin Cancer Res 2020; 27:169-178. [PMID: 33051308 DOI: 10.1158/1078-0432.ccr-20-3083] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 09/15/2020] [Accepted: 10/08/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE Liquid biopsy offers a minimally invasive tool to diagnose and monitor the heterogeneous molecular landscape of tumors over time and therapy. Detection of TERT promoter mutations (C228T, C250T) in cfDNA has been successful for some systemic cancers but has yet to be demonstrated in gliomas, despite the high prevalence of these mutations in glioma tissue (>60% of all tumors). EXPERIMENTAL DESIGN Here, we developed a novel digital droplet PCR (ddPCR) assay that incorporates features to improve sensitivity and allows for the simultaneous detection and longitudinal monitoring of two TERT promoter mutations (C228T and C250T) in cfDNA from the plasma of patients with glioma. RESULTS In baseline performance in tumor tissue, the assay had perfect concordance with an independently performed clinical pathology laboratory assessment of TERT promoter mutations in the same tumor samples [95% confidence interval (CI), 94%-100%]. Extending to matched plasma samples, we detected TERT mutations in both discovery and blinded multi-institution validation cohorts with an overall sensitivity of 62.5% (95% CI, 52%-73%) and a specificity of 90% (95% CI, 80%-96%) compared with the gold-standard tumor tissue-based detection of TERT mutations. Upon longitudinal monitoring in 5 patients, we report that peripheral TERT-mutant allele frequency reflects the clinical course of the disease, with levels decreasing after surgical intervention and therapy and increasing with tumor progression. CONCLUSIONS Our results demonstrate the feasibility of detecting circulating cfDNA TERT promoter mutations in patients with glioma with clinically relevant sensitivity and specificity.
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Affiliation(s)
- Koushik Muralidharan
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Anudeep Yekula
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Julia L Small
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Zachary S Rosh
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Keiko M Kang
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts.,School of Medicine, University of California, San Diego, La Jolla, California
| | - Lan Wang
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Spencer Lau
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Hui Zhang
- Biostatistics, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Hakho Lee
- Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Chetan Bettegowda
- Department of Neurosurgery, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Michael R Chicoine
- Department of Neurosurgery, Washington University Medicine in St. Louis, St. Louis, Missouri
| | - Steven N Kalkanis
- Department of Neurosurgery, Henry Ford Health System, Detroit, Michigan
| | - Ganesh M Shankar
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Brian V Nahed
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - William T Curry
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Pamela S Jones
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Daniel P Cahill
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts.
| | - Bob S Carter
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts.
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Chi AS, Cahill DP, Reardon DA, Wen PY, Mikkelsen T, Peereboom DM, Wong ET, Gerstner ER, Dietrich J, Plotkin SR, Norden AD, Lee EQ, Nayak L, Tanaka S, Wakimoto H, Lelic N, Koerner MV, Klofas LK, Bertalan MS, Arrillaga-Romany IC, Betensky RA, Curry WT, Borger DR, Balaj L, Kitchen RR, Chakrabortty SK, Valentino MD, Skog J, Breakefield XO, Iafrate AJ, Batchelor TT. Exploring Predictors of Response to Dacomitinib in EGFR-Amplified Recurrent Glioblastoma. JCO Precis Oncol 2020; 4:1900295. [PMID: 32923886 DOI: 10.1200/po.19.00295] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/10/2020] [Indexed: 01/16/2023] Open
Abstract
PURPOSE Despite the high frequency of EGFR genetic alterations in glioblastoma (GBM), EGFR-targeted therapies have not had success in this disease. To improve the likelihood of efficacy, we targeted adult patients with recurrent GBM enriched for EGFR gene amplification, which occurs in approximately half of GBM, with dacomitinib, a second-generation, irreversible epidermal growth factor receptor (EGFR) tyrosine kinase inhibitor that penetrates the blood-brain barrier, in a multicenter phase II trial. PATIENTS AND METHODS We retrospectively explored whether previously described EGFR extracellular domain (ECD)-sensitizing mutations in the context of EGFR gene amplification could predict response to dacomitinib, and in a predefined subset of patients, we measured post-treatment intratumoral dacomitinib levels to verify tumor penetration. RESULTS We found that dacomitinib effectively penetrates contrast-enhancing GBM tumors. Among all 56 treated patients, 8 (14.3%) had a clinical benefit as defined by a duration of treatment of at least 6 months, of whom 5 (8.9%) remained progression free for at least 1 year. Presence of EGFRvIII or EGFR ECD missense mutation was not associated with clinical benefit. We evaluated the pretreatment transcriptome in circulating extracellular vesicles (EVs) by RNA sequencing in a subset of patients and identified a signature that distinguished patients who had durable benefit versus those with rapid progression. CONCLUSION While dacomitinib was not effective in most patients with EGFR-amplified GBM, a subset experienced a durable, clinically meaningful benefit. Moreover, EGFRvIII and EGFR ECD mutation status in archival tumors did not predict clinical benefit. RNA signatures in circulating EVs may warrant investigation as biomarkers of dacomitinib efficacy in GBM.
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Affiliation(s)
- Andrew S Chi
- Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Daniel P Cahill
- Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - David A Reardon
- Dana-Farber/Brigham and Women's Cancer Center and Harvard Medical School, Boston, MA
| | - Patrick Y Wen
- Dana-Farber/Brigham and Women's Cancer Center and Harvard Medical School, Boston, MA
| | - Tom Mikkelsen
- Ontario Brain Institute, Toronto, Ontario, Canada.,Henry Ford Hospital, Detroit, MI
| | | | - Eric T Wong
- Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA
| | | | - Jorg Dietrich
- Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Scott R Plotkin
- Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Andrew D Norden
- Dana-Farber/Brigham and Women's Cancer Center and Harvard Medical School, Boston, MA
| | - Eudocia Q Lee
- Dana-Farber/Brigham and Women's Cancer Center and Harvard Medical School, Boston, MA
| | - Lakshmi Nayak
- Dana-Farber/Brigham and Women's Cancer Center and Harvard Medical School, Boston, MA
| | - Shota Tanaka
- Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Hiroaki Wakimoto
- Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Nina Lelic
- Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Mara V Koerner
- Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Lindsay K Klofas
- Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Mia S Bertalan
- Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | | | | | - William T Curry
- Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Darrel R Borger
- Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Leonora Balaj
- Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | | | | | | | | | | | - A John Iafrate
- Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Tracy T Batchelor
- Massachusetts General Hospital and Harvard Medical School, Boston, MA
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29
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Wang L, Yekula A, Muralidharan K, Small JL, Rosh ZS, Kang KM, Carter BS, Balaj L. Novel Gene Fusions in Glioblastoma Tumor Tissue and Matched Patient Plasma. Cancers (Basel) 2020; 12:cancers12051219. [PMID: 32414213 PMCID: PMC7281415 DOI: 10.3390/cancers12051219] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Revised: 04/27/2020] [Accepted: 05/07/2020] [Indexed: 11/30/2022] Open
Abstract
Sequencing studies have provided novel insights into the heterogeneous molecular landscape of glioblastoma (GBM), unveiling a subset of patients with gene fusions. Tissue biopsy is highly invasive, limited by sampling frequency and incompletely representative of intra-tumor heterogeneity. Extracellular vesicle-based liquid biopsy provides a minimally invasive alternative to diagnose and monitor tumor-specific molecular aberrations in patient biofluids. Here, we used targeted RNA sequencing to screen GBM tissue and the matched plasma of patients (n = 9) for RNA fusion transcripts. We identified two novel fusion transcripts in GBM tissue and five novel fusions in the matched plasma of GBM patients. The fusion transcripts FGFR3-TACC3 and VTI1A-TCF7L2 were detected in both tissue and matched plasma. A longitudinal follow-up of a GBM patient with a FGFR3-TACC3 positive glioma revealed the potential of monitoring RNA fusions in plasma. In summary, we report a sensitive RNA-seq-based liquid biopsy strategy to detect RNA level fusion status in the plasma of GBM patients.
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Affiliation(s)
- Lan Wang
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02115, USA; (L.W.); (A.Y.); (K.M.); (J.L.S.); (Z.S.R.); (K.M.K.)
| | - Anudeep Yekula
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02115, USA; (L.W.); (A.Y.); (K.M.); (J.L.S.); (Z.S.R.); (K.M.K.)
| | - Koushik Muralidharan
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02115, USA; (L.W.); (A.Y.); (K.M.); (J.L.S.); (Z.S.R.); (K.M.K.)
| | - Julia L. Small
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02115, USA; (L.W.); (A.Y.); (K.M.); (J.L.S.); (Z.S.R.); (K.M.K.)
| | - Zachary S. Rosh
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02115, USA; (L.W.); (A.Y.); (K.M.); (J.L.S.); (Z.S.R.); (K.M.K.)
| | - Keiko M. Kang
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02115, USA; (L.W.); (A.Y.); (K.M.); (J.L.S.); (Z.S.R.); (K.M.K.)
- School of Medicine, University of California San Diego, San Diego, CA 92092, USA
| | - Bob S. Carter
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02115, USA; (L.W.); (A.Y.); (K.M.); (J.L.S.); (Z.S.R.); (K.M.K.)
- Correspondence: (B.S.C.); (L.B.)
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02115, USA; (L.W.); (A.Y.); (K.M.); (J.L.S.); (Z.S.R.); (K.M.K.)
- Correspondence: (B.S.C.); (L.B.)
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30
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Yekula A, Muralidharan K, Kang KM, Wang L, Balaj L, Carter BS. From laboratory to clinic: Translation of extracellular vesicle based cancer biomarkers. Methods 2020; 177:58-66. [PMID: 32061674 DOI: 10.1016/j.ymeth.2020.02.003] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Revised: 01/21/2020] [Accepted: 02/03/2020] [Indexed: 02/08/2023] Open
Abstract
The past decade has witnessed a rapid growth in the field of extracellular vesicle (EV) based biomarkers for the diagnosis and monitoring of cancer. Several studies have reported novel EV based biomarkers, but the technical and clinical validation phase has been hampered by general challenges common to biomedical research field as well as specific challenges inherent to the nanoparticle field. This has led to more common failures than success stories in the biomarker discovery pipeline. As a result, more attention must be focused on the process of biomarker discovery, verification, and validation to allow for translation and application of novel EV based research to patient care. Herein, we briefly discuss the hurdles and potential solutions in EV biomarker discovery and verification and validation, and clinical translation.
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Affiliation(s)
- Anudeep Yekula
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School and Harvard Medical School, Boston, MA, United States.
| | - Koushik Muralidharan
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School and Harvard Medical School, Boston, MA, United States.
| | - Keiko M Kang
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School and Harvard Medical School, Boston, MA, United States; School of Medicine, University of California, San Diego, La Jolla, CA, United States.
| | - Lan Wang
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School and Harvard Medical School, Boston, MA, United States.
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School and Harvard Medical School, Boston, MA, United States.
| | - Bob S Carter
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School and Harvard Medical School, Boston, MA, United States.
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31
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Yekula A, Yekula A, Muralidharan K, Kang K, Carter BS, Balaj L. Extracellular Vesicles in Glioblastoma Tumor Microenvironment. Front Immunol 2020; 10:3137. [PMID: 32038644 PMCID: PMC6990128 DOI: 10.3389/fimmu.2019.03137] [Citation(s) in RCA: 77] [Impact Index Per Article: 19.3] [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: 09/23/2019] [Accepted: 12/23/2019] [Indexed: 12/19/2022] Open
Abstract
Glioblastomas (GBM) are highly aggressive primary brain tumors. Complex and dynamic tumor microenvironment (TME) plays a crucial role in the sustained growth, proliferation, and invasion of GBM. Several means of intercellular communication have been documented between glioma cells and the TME, including growth factors, cytokines, chemokines as well as extracellular vesicles (EVs). EVs carry functional genomic and proteomic cargo from their parental cells and deliver that information to surrounding and distant recipient cells to modulate their behavior. EVs are emerging as crucial mediators of establishment and maintenance of the tumor by modulating the TME into a tumor promoting system. Herein we review recent literature in the context of GBM TME and the means by which EVs modulate tumor proliferation, reprogram metabolic activity, induce angiogenesis, escape immune surveillance, acquire drug resistance and undergo invasion. Understanding the multifaceted roles of EVs in the niche of GBM TME will provide invaluable insights into understanding the biology of GBM and provide functional insights into the dynamic EV-mediated intercellular communication during gliomagenesis, creating new opportunities for GBM diagnostics and therapeutics.
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Affiliation(s)
- Anuroop Yekula
- Government General Hospital, Guntur Medical College, Guntur, India
| | - Anudeep Yekula
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
| | - Koushik Muralidharan
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
| | - Keiko Kang
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
- School of Medicine, University of California, San Diego, La Jolla, CA, United States
| | - Bob S. Carter
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
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32
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Candelario KM, Balaj L, Zheng T, Skog J, Scheffler B, Breakefield X, Schüle B, Steindler DA. Exosome/microvesicle content is altered in leucine-rich repeat kinase 2 mutant induced pluripotent stem cell-derived neural cells. J Comp Neurol 2019; 528:1203-1215. [PMID: 31743443 DOI: 10.1002/cne.24819] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Revised: 11/06/2019] [Accepted: 11/07/2019] [Indexed: 12/21/2022]
Abstract
Extracellular vesicles, including exosomes/microvesicles (EMVs), have been described as sensitive biomarkers that represent disease states and response to therapies. In light of recent reports of disease-mirroring EMV molecular signatures, the present study profiled two EMVs from different Parkinson's disease (PD) tissue sources: (a) neural progenitor cells derived from an endogenous adult stem/progenitor cell, called adult human neural progenitor (AHNP) cells, that we found to be pathological when isolated from postmortem PD patients' substantia nigra; and (b) leucine-rich repeat kinase 2 (LRRK2) gene identified patient induced pluripotent stem cells (iPSCs), which were used to isolate EMVs and begin to characterize their cargoes. Initial characterization of EMVs derived from idiopathic patients (AHNPs) and mutant LRRK2 patients showed differences between both phenotypes and when compared with a sibling control in EMV size and release based on Nanosight analysis. Furthermore, molecular profiling disclosed that neurodegenerative-related gene pathways altered in PD can be reversed using gene-editing approaches. In fact, the EMV cargo genes exhibited normal expression patterns after gene editing. This study shows that EMVs have the potential to serve as sensitive biomarkers of disease state in both idiopathic and gene-identified PD patients and that following gene-editing, EMVs reflect a corrected state. This is relevant for both prodromal and symptomatic patient populations where potential responses to therapies can be monitored via non-invasive liquid biopsies and EMV characterizations.
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Affiliation(s)
- Kate M Candelario
- Department of Neurological Surgery, McKnight Brain Institute, University of Florida, Gainesville, Florida
| | - Leonora Balaj
- Massachusetts General Hospital and Harvard University, Boston, Massachusetts
| | - Tong Zheng
- JM USDA Human Nutrition Research Center on Aging, and CTSI of Tufts University, Boston, Massachusetts
| | - Johan Skog
- Exosome Diagnostics, Inc., Cambridge, Massachusetts
| | - Bjorn Scheffler
- DKFZ-Division of Translational Oncology/Neurooncology, German Cancer Consortium (DKTK), Heidelberg & University Hospital Essen, Essen, Germany
| | - Xandra Breakefield
- Massachusetts General Hospital and Harvard University, Boston, Massachusetts
| | - Birgitt Schüle
- Department of Pathology, Stanford University, Stanford, California
| | - Dennis A Steindler
- Department of Neurological Surgery, McKnight Brain Institute, University of Florida, Gainesville, Florida.,JM USDA Human Nutrition Research Center on Aging, and CTSI of Tufts University, Boston, Massachusetts
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33
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Yekula A, Minciacchi VR, Morello M, Shao H, Park Y, Zhang X, Muralidharan K, Freeman MR, Weissleder R, Lee H, Carter B, Breakefield XO, Di Vizio D, Balaj L. Large and small extracellular vesicles released by glioma cells in vitro and in vivo. J Extracell Vesicles 2019; 9:1689784. [PMID: 31839905 PMCID: PMC6896449 DOI: 10.1080/20013078.2019.1689784] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Revised: 09/16/2019] [Accepted: 11/01/2019] [Indexed: 12/28/2022] Open
Abstract
Tumour cells release diverse populations of extracellular vesicles (EVs) ranging in size, molecular cargo, and function. We sought to characterize mRNA and protein content of EV subpopulations released by human glioblastoma (GBM) cells expressing a mutant form of epidermal growth factor receptor (U87EGFRvIII) in vitro and in vivo with respect to size, morphology and the presence of tumour cargo. The two EV subpopulations purified from GBM U87EGFRvIII cancer cells, non-cancer human umbilical vein endothelial cells (HUVEC; control) and serum of U87EGFRvIII glioma-bearing mice using differential centrifugation (EVs that sediment at 10,000 × g or 100,000 × g are termed large EVs and small EVs, respectively) were characterized using transmission electron microscopy (TEM), confocal microscopy, nanoparticle tracking analysis (NTA), flow cytometry, immunofluorescence (IF), quantitative-polymerase chain reaction (qPCR), droplet digital polymerase chain reaction (ddPCR) and micro-nuclear magnetic resonance (μNMR). We report that both U87EGFRvIII and HUVEC release a similar number of small EVs, but U87EGFRvIII glioma cells alone release a higher number of large EVs compared to non-cancer HUVEC. The EGFRvIII mRNA from the two EV subpopulations from U87EGFRvIII glioma cells was comparable, while the EGFR protein (wild type + vIII) levels are significantly higher in large EVs. Similarly, EGFRvIII mRNA in large and small EVs isolated from the serum of U87EGFRvIII glioma-bearing mice is comparable, while the EGFR protein (wild type + vIII) levels are significantly higher in large EVs. Here we report for the first time a direct comparison of large and small EVs released by glioma U87EGFRvIII cells and from serum of U87EGFRvIII glioma-bearing mice. Both large and small EVs contain tumour-specific EGFRvIII mRNA and proteins and combining these platforms may be beneficial in detecting rare mutant events in circulating biofluids.
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Affiliation(s)
- Anudeep Yekula
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA, USA
| | - Valentina R. Minciacchi
- Department of Surgery, Pathology & Laboratory Medicine, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Matteo Morello
- Department of Surgery, Pathology & Laboratory Medicine, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Huilin Shao
- Center for Systems Biology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Yongil Park
- Center for Systems Biology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Xuan Zhang
- Department of Neurology and Program in Neuroscience, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | | | - Michael R. Freeman
- Department of Surgery, Pathology & Laboratory Medicine, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- The Urological Diseases Research Center, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Ralph Weissleder
- Center for Systems Biology, Massachusetts General Hospital, Boston, Massachusetts, USA
- Department of Systems Biology, Harvard Medical School, Boston, Massachusetts, USA
| | - Hakho Lee
- Center for Systems Biology, Massachusetts General Hospital, Boston, Massachusetts, USA
- Center for NanoMedicine, Institute for Basic Science (IBS), Seoul, Republic of Korea
| | - Bob Carter
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA, USA
| | - Xandra O. Breakefield
- Department of Neurology and Program in Neuroscience, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Dolores Di Vizio
- Department of Surgery, Pathology & Laboratory Medicine, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- The Urological Diseases Research Center, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA, USA
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Jones PS, Yekula A, Lansbury E, Small JL, Ayinon C, Mordecai S, Hochberg FH, Tigges J, Delcuze B, Charest A, Ghiran I, Balaj L, Carter BS. Characterization of plasma-derived protoporphyrin-IX-positive extracellular vesicles following 5-ALA use in patients with malignant glioma. EBioMedicine 2019; 48:23-35. [PMID: 31628025 PMCID: PMC6838454 DOI: 10.1016/j.ebiom.2019.09.025] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [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: 05/30/2019] [Revised: 09/11/2019] [Accepted: 09/13/2019] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Malignant gliomas are rapidly progressive brain tumors with high mortality. Fluorescence guided surgery (FGS) with 5-aminolevulinic acid (5-ALA) provides fluorescent delineation of malignant tissue, which helps achieve maximum safe resection. 5-ALA-based fluorescence is due to preferential accumulation of the fluorophore protoporphyrin-IX (PpIX) in malignant glioma tissue. Additionally, gliomas cells release extracellular vesicles (EVs) which carry biomarkers of disease. Herein, we performed animal and human studies to investigate whether 5-ALA dosed glioma cells, in vitro and in vivo, release PpIX positive EVs in circulation which can be captured and analyzed. METHODS We used imaging flow cytometry (IFC) to characterize PpIX-positive EVs released from 5-ALA-dosed glioma cells, glioma-bearing xenograft models, as well as patients with malignant glioma undergoing FGS. FINDINGS We first show that glioma cells dosed with 5-ALA release 247-fold higher PpIX positive EVs compared to mock dosed glioma cells. Second, we demonstrate that the plasma of glioma-bearing mice (n = 2) dosed with 5-ALA contain significantly higher levels of circulating PpIX-positive EVs than their pre-dosing background (p = 0.004). Lastly, we also show that the plasma of patients with avidly fluorescent tumors (n = 4) undergoing FGS contain circulating PpIX-positive EVs at levels significantly higher than their pre-dosing background (p = 0.00009) and this rise in signal correlates with enhancing tumor volumes (r 2 = 0.888). INTERPRETATION Our findings highlight the potential of plasma-derived PpIX-positive EV-based diagnostics for malignant gliomas, offering a novel liquid biopsy platform for confirming and monitoring tumor status.
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Affiliation(s)
- Pamela S Jones
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Anudeep Yekula
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Elizabeth Lansbury
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Julia L Small
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Caroline Ayinon
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Scott Mordecai
- Department of Pathology, Flow Cytometry Core, Massachusetts General Hospital, Boston, MA, United States
| | | | - John Tigges
- Flow Cytometry Core, Beth Israel Deaconess Medical Center, Boston, MA, United States
| | - Bethany Delcuze
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States
| | - Alain Charest
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States
| | - Ionita Ghiran
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States.
| | - Bob S Carter
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States.
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35
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Murillo OD, Thistlethwaite W, Rozowsky J, Subramanian SL, Lucero R, Shah N, Jackson AR, Srinivasan S, Chung A, Laurent CD, Kitchen RR, Galeev T, Warrell J, Diao JA, Welsh JA, Hanspers K, Riutta A, Burgstaller-Muehlbacher S, Shah RV, Yeri A, Jenkins LM, Ahsen ME, Cordon-Cardo C, Dogra N, Gifford SM, Smith JT, Stolovitzky G, Tewari AK, Wunsch BH, Yadav KK, Danielson KM, Filant J, Moeller C, Nejad P, Paul A, Simonson B, Wong DK, Zhang X, Balaj L, Gandhi R, Sood AK, Alexander RP, Wang L, Wu C, Wong DTW, Galas DJ, Van Keuren-Jensen K, Patel T, Jones JC, Das S, Cheung KH, Pico AR, Su AI, Raffai RL, Laurent LC, Roth ME, Gerstein MB, Milosavljevic A. exRNA Atlas Analysis Reveals Distinct Extracellular RNA Cargo Types and Their Carriers Present across Human Biofluids. Cell 2019; 177:463-477.e15. [PMID: 30951672 PMCID: PMC6616370 DOI: 10.1016/j.cell.2019.02.018] [Citation(s) in RCA: 187] [Impact Index Per Article: 37.4] [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: 04/28/2018] [Revised: 11/06/2018] [Accepted: 02/11/2019] [Indexed: 12/11/2022]
Abstract
To develop a map of cell-cell communication mediated by extracellular RNA (exRNA), the NIH Extracellular RNA Communication Consortium created the exRNA Atlas resource (https://exrna-atlas.org). The Atlas version 4P1 hosts 5,309 exRNA-seq and exRNA qPCR profiles from 19 studies and a suite of analysis and visualization tools. To analyze variation between profiles, we apply computational deconvolution. The analysis leads to a model with six exRNA cargo types (CT1, CT2, CT3A, CT3B, CT3C, CT4), each detectable in multiple biofluids (serum, plasma, CSF, saliva, urine). Five of the cargo types associate with known vesicular and non-vesicular (lipoprotein and ribonucleoprotein) exRNA carriers. To validate utility of this model, we re-analyze an exercise response study by deconvolution to identify physiologically relevant response pathways that were not detected previously. To enable wide application of this model, as part of the exRNA Atlas resource, we provide tools for deconvolution and analysis of user-provided case-control studies.
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Affiliation(s)
- Oscar D Murillo
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - William Thistlethwaite
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Joel Rozowsky
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06520, USA
| | - Sai Lakshmi Subramanian
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Rocco Lucero
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Neethu Shah
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Andrew R Jackson
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Srimeenakshi Srinivasan
- Department of Obstetrics, Gynecology, and Reproductive Sciences and Sanford Consortium for Regenerative Medicine, University of California, San Diego, La Jolla, CA 92037, USA
| | - Allen Chung
- Department of Surgery, University of California, San Francisco, San Francisco, CA 94143, USA; Surgical Service, San Francisco Veterans Affairs Medical Center, San Francisco, CA 94121, USA
| | - Clara D Laurent
- Department of Obstetrics, Gynecology, and Reproductive Sciences and Sanford Consortium for Regenerative Medicine, University of California, San Diego, La Jolla, CA 92037, USA
| | | | - Timur Galeev
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06520, USA
| | - Jonathan Warrell
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06520, USA
| | - James A Diao
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06520, USA; Harvard-MIT Division of Health Sciences and Technology, Harvard Medical School, Boston, MA 02115, USA
| | - Joshua A Welsh
- Translational Nanobiology Section, Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | | | | | | | - Ravi V Shah
- Cardiovascular Research Center, Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Ashish Yeri
- Cardiovascular Research Center, Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Lisa M Jenkins
- Laboratory of Cell Biology, Center for Cancer Research, NIH, Bethesda, MD 20892, USA
| | - Mehmet E Ahsen
- Department of Genetics and Genomics Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Carlos Cordon-Cardo
- Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Navneet Dogra
- Department of Genetics and Genomics Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; IBM T.J. Watson Research Center, IBM Research, Yorktown Heights, NY 10598, USA
| | - Stacey M Gifford
- IBM T.J. Watson Research Center, IBM Research, Yorktown Heights, NY 10598, USA
| | - Joshua T Smith
- IBM T.J. Watson Research Center, IBM Research, Yorktown Heights, NY 10598, USA
| | - Gustavo Stolovitzky
- Department of Genetics and Genomics Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; IBM T.J. Watson Research Center, IBM Research, Yorktown Heights, NY 10598, USA
| | - Ashutosh K Tewari
- Department of Urology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Benjamin H Wunsch
- IBM T.J. Watson Research Center, IBM Research, Yorktown Heights, NY 10598, USA
| | - Kamlesh K Yadav
- Department of Urology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Sema4, Stamford, CT 06902, USA
| | - Kirsty M Danielson
- Cardiovascular Research Center, Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Justyna Filant
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Courtney Moeller
- Department of Obstetrics, Gynecology, and Reproductive Sciences and Sanford Consortium for Regenerative Medicine, University of California, San Diego, La Jolla, CA 92037, USA
| | - Parham Nejad
- Department of Neurology, Center for Neurologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Anu Paul
- Department of Neurology, Center for Neurologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Bridget Simonson
- Cardiovascular Research Center, Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - David K Wong
- Department of Surgery, University of California, San Francisco, San Francisco, CA 94143, USA; Surgical Service, San Francisco Veterans Affairs Medical Center, San Francisco, CA 94121, USA
| | - Xuan Zhang
- Exosome Diagnostics, Inc., Waltham, MA 02451, USA
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Roopali Gandhi
- Department of Neurology, Center for Neurologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Anil K Sood
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; Center for RNA Interference and Non-Coding RNAs, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | | | - Liang Wang
- Department of Pathology and MCW Cancer Center, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Chunlei Wu
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - David T W Wong
- School of Dentistry, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - David J Galas
- Pacific Northwest Research Institute, Seattle, WA 98122, USA
| | | | - Tushar Patel
- Department of Transplantation, Mayo Clinic, Jacksonville, FL 32224, USA
| | - Jennifer C Jones
- Translational Nanobiology Section, Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Saumya Das
- Cardiovascular Research Center, Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Kei-Hoi Cheung
- Department of Emergency Medicine, Yale University School of Medicine, New Haven, CT 06520, USA
| | | | - Andrew I Su
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Robert L Raffai
- Department of Surgery, University of California, San Francisco, San Francisco, CA 94143, USA; Surgical Service, San Francisco Veterans Affairs Medical Center, San Francisco, CA 94121, USA
| | - Louise C Laurent
- Department of Obstetrics, Gynecology, and Reproductive Sciences and Sanford Consortium for Regenerative Medicine, University of California, San Diego, La Jolla, CA 92037, USA
| | - Matthew E Roth
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Mark B Gerstein
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06520, USA; Program in Computational Biology & Bioinformatics, Yale University, New Haven, CT 06520, USA; Department of Computer Science, Yale University, New Haven, CT 06520, USA
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Roy S, Lin HY, Chou CY, Huang CH, Small J, Sadik N, Ayinon CM, Lansbury E, Cruz L, Yekula A, Jones PS, Balaj L, Carter BS. Navigating the Landscape of Tumor Extracellular Vesicle Heterogeneity. Int J Mol Sci 2019; 20:ijms20061349. [PMID: 30889795 PMCID: PMC6471355 DOI: 10.3390/ijms20061349] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2019] [Revised: 03/08/2019] [Accepted: 03/08/2019] [Indexed: 01/01/2023] Open
Abstract
The last decade has seen a rapid expansion of interest in extracellular vesicles (EVs) released by cells and proposed to mediate intercellular communication in physiological and pathological conditions. Considering that the genetic content of EVs reflects that of their respective parent cell, many researchers have proposed EVs as a source of biomarkers in various diseases. So far, the question of heterogeneity in given EV samples is rarely addressed at the experimental level. Because of their relatively small size, EVs are difficult to reliably isolate and detect within a given sample. Consequently, standardized protocols that have been optimized for accurate characterization of EVs are lacking despite recent advancements in the field. Continuous improvements in pre-analytical parameters permit more efficient assessment of EVs, however, methods to more objectively distinguish EVs from background, and to interpret multiple single-EV parameters are lacking. Here, we review EV heterogeneity according to their origin, mode of release, membrane composition, organelle and biochemical content, and other factors. In doing so, we also provide an overview of currently available and potentially applicable methods for single EV analysis. Finally, we examine the latest findings from experiments that have analyzed the issue at the single EV level and discuss potential implications.
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Affiliation(s)
- Sabrina Roy
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
| | - Hsing-Ying Lin
- Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
- Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
| | - Chung-Yu Chou
- Center for Systems Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
- Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
- Department of Biomedical Sciences and Engineering, National Central University, Taoyuan City 32001, Taiwan.
| | - Chen-Han Huang
- Department of Biomedical Sciences and Engineering, National Central University, Taoyuan City 32001, Taiwan.
| | - Julia Small
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
| | - Noah Sadik
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
- Department of Biomedical Engineering, Columbia University, New York City, NY 10027, USA.
| | - Caroline M Ayinon
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
| | - Elizabeth Lansbury
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
| | - Lilian Cruz
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
| | - Anudeep Yekula
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
| | - Pamela S Jones
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
| | - Bob S Carter
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA.
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37
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Sadik N, Cruz L, Gurtner A, Rodosthenous RS, Dusoswa SA, Ziegler O, Van Solinge TS, Wei Z, Salvador-Garicano AM, Gyorgy B, Broekman M, Balaj L. Extracellular RNAs: A New Awareness of Old Perspectives. Methods Mol Biol 2019; 1740:1-15. [PMID: 29388131 DOI: 10.1007/978-1-4939-7652-2_1] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Extracellular RNA (exRNA) has recently expanded as a highly important area of study in biomarker discovery and cancer therapeutics. exRNA consists of diverse RNA subpopulations that are normally protected from degradation by incorporation into membranous vesicles or by lipid/protein association. They are found circulating in biofluids, and have proven highly promising for minimally invasive diagnostic and prognostic purposes, particularly in oncology. Recent work has made progress in our understanding of exRNAs-from their biogenesis, compartmentalization, and vesicle packaging to their various applications as biomarkers and therapeutics, as well as the new challenges that arise in isolation and purification for accurate and reproducible analysis. Here we review the most recent advancements in exRNA research.
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Affiliation(s)
- Noah Sadik
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Lilian Cruz
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Alessandra Gurtner
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.,Department of Life Sciences, University of Trieste, Trieste, Italy
| | - Rodosthenis S Rodosthenous
- Cardiovascular Division of the Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Sophie A Dusoswa
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.,Department of Molecular Cell Biology and Immunology, VU University Medical Center, Amsterdam, The Netherlands.,Amsterdam Infection & Immunity Institute, VU University Medical Center, Amsterdam, The Netherlands.,Cancer Center Amsterdam, VU University Medical Center, Amsterdam, The Netherlands
| | - Olivia Ziegler
- Cardiovascular Division of the Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Thomas Sebastiaan Van Solinge
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.,NeuroDiscovery Center, Harvard Medical School, Boston, MA, USA.,Department of Neurosurgery, VU University Medical Center, Amsterdam, The Netherlands
| | - Zhiyun Wei
- Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | | | - Bence Gyorgy
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Marike Broekman
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.,Department of Neurosurgery, Brain Center Rudolf Magnus University Medical Center Utrecht, Utrecht, The Netherlands
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
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38
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Théry C, Witwer KW, Aikawa E, Alcaraz MJ, Anderson JD, Andriantsitohaina R, Antoniou A, Arab T, Archer F, Atkin-Smith GK, Ayre DC, Bach JM, Bachurski D, Baharvand H, Balaj L, Baldacchino S, Bauer NN, Baxter AA, Bebawy M, Beckham C, Bedina Zavec A, Benmoussa A, Berardi AC, Bergese P, Bielska E, Blenkiron C, Bobis-Wozowicz S, Boilard E, Boireau W, Bongiovanni A, Borràs FE, Bosch S, Boulanger CM, Breakefield X, Breglio AM, Brennan MÁ, Brigstock DR, Brisson A, Broekman MLD, Bromberg JF, Bryl-Górecka P, Buch S, Buck AH, Burger D, Busatto S, Buschmann D, Bussolati B, Buzás EI, Byrd JB, Camussi G, Carter DRF, Caruso S, Chamley LW, Chang YT, Chen C, Chen S, Cheng L, Chin AR, Clayton A, Clerici SP, Cocks A, Cocucci E, Coffey RJ, Cordeiro-da-Silva A, Couch Y, Coumans FAW, Coyle B, Crescitelli R, Criado MF, D’Souza-Schorey C, Das S, Datta Chaudhuri A, de Candia P, De Santana EF, De Wever O, del Portillo HA, Demaret T, Deville S, Devitt A, Dhondt B, Di Vizio D, Dieterich LC, Dolo V, Dominguez Rubio AP, Dominici M, Dourado MR, Driedonks TAP, Duarte FV, Duncan HM, Eichenberger RM, Ekström K, EL Andaloussi S, Elie-Caille C, Erdbrügger U, Falcón-Pérez JM, Fatima F, Fish JE, Flores-Bellver M, Försönits A, Frelet-Barrand A, Fricke F, Fuhrmann G, Gabrielsson S, Gámez-Valero A, Gardiner C, Gärtner K, Gaudin R, Gho YS, Giebel B, Gilbert C, Gimona M, Giusti I, Goberdhan DCI, Görgens A, Gorski SM, Greening DW, Gross JC, Gualerzi A, Gupta GN, Gustafson D, Handberg A, Haraszti RA, Harrison P, Hegyesi H, Hendrix A, Hill AF, Hochberg FH, Hoffmann KF, Holder B, Holthofer H, Hosseinkhani B, Hu G, Huang Y, Huber V, Hunt S, Ibrahim AGE, Ikezu T, Inal JM, Isin M, Ivanova A, Jackson HK, Jacobsen S, Jay SM, Jayachandran M, Jenster G, Jiang L, Johnson SM, Jones JC, Jong A, Jovanovic-Talisman T, Jung S, Kalluri R, Kano SI, Kaur S, Kawamura Y, Keller ET, Khamari D, Khomyakova E, Khvorova A, Kierulf P, Kim KP, Kislinger T, Klingeborn M, Klinke DJ, Kornek M, Kosanović MM, Kovács ÁF, Krämer-Albers EM, Krasemann S, Krause M, Kurochkin IV, Kusuma GD, Kuypers S, Laitinen S, Langevin SM, Languino LR, Lannigan J, Lässer C, Laurent LC, Lavieu G, Lázaro-Ibáñez E, Le Lay S, Lee MS, Lee YXF, Lemos DS, Lenassi M, Leszczynska A, Li ITS, Liao K, Libregts SF, Ligeti E, Lim R, Lim SK, Linē A, Linnemannstöns K, Llorente A, Lombard CA, Lorenowicz MJ, Lörincz ÁM, Lötvall J, Lovett J, Lowry MC, Loyer X, Lu Q, Lukomska B, Lunavat TR, Maas SLN, Malhi H, Marcilla A, Mariani J, Mariscal J, Martens-Uzunova ES, Martin-Jaular L, Martinez MC, Martins VR, Mathieu M, Mathivanan S, Maugeri M, McGinnis LK, McVey MJ, Meckes DG, Meehan KL, Mertens I, Minciacchi VR, Möller A, Møller Jørgensen M, Morales-Kastresana A, Morhayim J, Mullier F, Muraca M, Musante L, Mussack V, Muth DC, Myburgh KH, Najrana T, Nawaz M, Nazarenko I, Nejsum P, Neri C, Neri T, Nieuwland R, Nimrichter L, Nolan JP, Nolte-’t Hoen ENM, Noren Hooten N, O’Driscoll L, O’Grady T, O’Loghlen A, Ochiya T, Olivier M, Ortiz A, Ortiz LA, Osteikoetxea X, Østergaard O, Ostrowski M, Park J, Pegtel DM, Peinado H, Perut F, Pfaffl MW, Phinney DG, Pieters BCH, Pink RC, Pisetsky DS, Pogge von Strandmann E, Polakovicova I, Poon IKH, Powell BH, Prada I, Pulliam L, Quesenberry P, Radeghieri A, Raffai RL, Raimondo S, Rak J, Ramirez MI, Raposo G, Rayyan MS, Regev-Rudzki N, Ricklefs FL, Robbins PD, Roberts DD, Rodrigues SC, Rohde E, Rome S, Rouschop KMA, Rughetti A, Russell AE, Saá P, Sahoo S, Salas-Huenuleo E, Sánchez C, Saugstad JA, Saul MJ, Schiffelers RM, Schneider R, Schøyen TH, Scott A, Shahaj E, Sharma S, Shatnyeva O, Shekari F, Shelke GV, Shetty AK, Shiba K, Siljander PRM, Silva AM, Skowronek A, Snyder OL, Soares RP, Sódar BW, Soekmadji C, Sotillo J, Stahl PD, Stoorvogel W, Stott SL, Strasser EF, Swift S, Tahara H, Tewari M, Timms K, Tiwari S, Tixeira R, Tkach M, Toh WS, Tomasini R, Torrecilhas AC, Tosar JP, Toxavidis V, Urbanelli L, Vader P, van Balkom BWM, van der Grein SG, Van Deun J, van Herwijnen MJC, Van Keuren-Jensen K, van Niel G, van Royen ME, van Wijnen AJ, Vasconcelos MH, Vechetti IJ, Veit TD, Vella LJ, Velot É, Verweij FJ, Vestad B, Viñas JL, Visnovitz T, Vukman KV, Wahlgren J, Watson DC, Wauben MHM, Weaver A, Webber JP, Weber V, Wehman AM, Weiss DJ, Welsh JA, Wendt S, Wheelock AM, Wiener Z, Witte L, Wolfram J, Xagorari A, Xander P, Xu J, Yan X, Yáñez-Mó M, Yin H, Yuana Y, Zappulli V, Zarubova J, Žėkas V, Zhang JY, Zhao Z, Zheng L, Zheutlin AR, Zickler AM, Zimmermann P, Zivkovic AM, Zocco D, Zuba-Surma EK. Minimal information for studies of extracellular vesicles 2018 (MISEV2018): a position statement of the International Society for Extracellular Vesicles and update of the MISEV2014 guidelines. J Extracell Vesicles 2018; 7:1535750. [PMID: 30637094 PMCID: PMC6322352 DOI: 10.1080/20013078.2018.1535750] [Citation(s) in RCA: 6176] [Impact Index Per Article: 1029.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2018] [Accepted: 09/25/2018] [Indexed: 11/04/2022] Open
Abstract
The last decade has seen a sharp increase in the number of scientific publications describing physiological and pathological functions of extracellular vesicles (EVs), a collective term covering various subtypes of cell-released, membranous structures, called exosomes, microvesicles, microparticles, ectosomes, oncosomes, apoptotic bodies, and many other names. However, specific issues arise when working with these entities, whose size and amount often make them difficult to obtain as relatively pure preparations, and to characterize properly. The International Society for Extracellular Vesicles (ISEV) proposed Minimal Information for Studies of Extracellular Vesicles ("MISEV") guidelines for the field in 2014. We now update these "MISEV2014" guidelines based on evolution of the collective knowledge in the last four years. An important point to consider is that ascribing a specific function to EVs in general, or to subtypes of EVs, requires reporting of specific information beyond mere description of function in a crude, potentially contaminated, and heterogeneous preparation. For example, claims that exosomes are endowed with exquisite and specific activities remain difficult to support experimentally, given our still limited knowledge of their specific molecular machineries of biogenesis and release, as compared with other biophysically similar EVs. The MISEV2018 guidelines include tables and outlines of suggested protocols and steps to follow to document specific EV-associated functional activities. Finally, a checklist is provided with summaries of key points.
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Affiliation(s)
- Clotilde Théry
- Institut Curie, INSERM U932, PSL Research University, Paris, France
| | - Kenneth W Witwer
- The Johns Hopkins University School of Medicine, Department of Molecular and Comparative Pathobiology, Baltimore, MD, USA
- The Johns Hopkins University School of Medicine, Department of Neurology, Baltimore, MD, USA
| | - Elena Aikawa
- Brigham and Women’s Hospital, Center for Interdisciplinary Cardiovascular Sciences, Boston, MA, USA
- Harvard Medical School, Cardiovascular Medicine, Boston, MA, USA
| | - Maria Jose Alcaraz
- Interuniversity Research Institute for Molecular Recognition and Technological Development (IDM), University of Valencia, Polytechnic University of Valencia, Valencia, Spain
| | | | | | - Anna Antoniou
- German Centre for Neurodegenerative Diseases (DZNE), Bonn, Germany
- University Hospital Bonn (UKB), Bonn, Germany
| | - Tanina Arab
- Université de Lille, INSERM, U-1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse - PRISM, Lille, France
| | - Fabienne Archer
- University of Lyon, INRA, EPHE, UMR754 Viral Infections and Comparative Pathology, Lyon, France
| | - Georgia K Atkin-Smith
- La Trobe University, La Trobe Institute for Molecular Science, Department of Biochemistry and Genetics, Bundoora, Australia
| | - D Craig Ayre
- Atlantic Cancer Research Institute, Moncton, Canada
- Mount Allison University, Department of Chemistry and Biochemistry, Sackville, Canada
| | - Jean-Marie Bach
- Université Bretagne Loire, Oniris, INRA, IECM, Nantes, France
| | - Daniel Bachurski
- University of Cologne, Department of Internal Medicine I, Cologne, Germany
| | - Hossein Baharvand
- Royan Institute for Stem Cell Biology and Technology, ACECR, Cell Science Research Center, Department of Stem Cells and Developmental Biology, Tehran, Iran
- University of Science and Culture, ACECR, Department of Developmental Biology, Tehran, Iran
| | - Leonora Balaj
- Massachusetts General Hospital, Department of Neurosurgery, Boston, MA, USA
| | | | - Natalie N Bauer
- University of South Alabama, Department of Pharmacology, Center for Lung Biology, Mobile, AL, USA
| | - Amy A Baxter
- La Trobe University, La Trobe Institute for Molecular Science, Department of Biochemistry and Genetics, Bundoora, Australia
| | - Mary Bebawy
- University of Technology Sydney, Discipline of Pharmacy, Graduate School of Health, Sydney, Australia
| | | | - Apolonija Bedina Zavec
- National Institute of Chemistry, Department of Molecular Biology and Nanobiotechnology, Ljubljana, Slovenia
| | - Abderrahim Benmoussa
- Université Laval, Centre de Recherche du CHU de Québec, Department of Infectious Diseases and Immunity, Quebec City, Canada
| | | | - Paolo Bergese
- CSGI - Research Center for Colloids and Nanoscience, Florence, Italy
- INSTM - National Interuniversity Consortium of Materials Science and Technology, Florence, Italy
- University of Brescia, Department of Molecular and Translational Medicine, Brescia, Italy
| | - Ewa Bielska
- University of Birmingham, Institute of Microbiology and Infection, Birmingham, UK
| | | | - Sylwia Bobis-Wozowicz
- Jagiellonian University, Faculty of Biochemistry, Biophysics and Biotechnology, Department of Cell Biology, Kraków, Poland
| | - Eric Boilard
- Université Laval, Centre de Recherche du CHU de Québec, Department of Infectious Diseases and Immunity, Quebec City, Canada
| | - Wilfrid Boireau
- FEMTO-ST Institute, UBFC, CNRS, ENSMM, UTBM, Besançon, France
| | - Antonella Bongiovanni
- Institute of Biomedicine and Molecular Immunology (IBIM), National Research Council (CNR) of Italy, Palermo, Italy
| | - Francesc E Borràs
- Germans Trias i Pujol Research Institute (IGTP), Can Ruti Campus, REMAR-IVECAT Group, Badalona, Spain
- Germans Trias i Pujol University Hospital, Nephrology Service, Badalona, Spain
- Universitat Autònoma de Barcelona, Department of Cell Biology, Physiology & Immunology, Barcelona, Spain
| | - Steffi Bosch
- Université Bretagne Loire, Oniris, INRA, IECM, Nantes, France
| | - Chantal M Boulanger
- INSERM UMR-S 970, Paris Cardiovascular Research Center, Paris, France
- Université Paris Descartes, Sorbonne Paris Cité, Paris, France
| | - Xandra Breakefield
- Massachusetts General Hospital and Neuroscience Program, Harvard Medical School, Department of Neurology and Radiology, Boston, MA, USA
| | - Andrew M Breglio
- Icahn School of Medicine at Mount Sinai, New York City, NY, USA
- National Institutes of Health, National Institute on Deafness and Other Communication Disorders, Bethesda, MD, USA
| | - Meadhbh Á Brennan
- Harvard University, School of Engineering and Applied Sciences, Cambridge, MA, USA
- Massachusetts General Hospital, Harvard Medical School, Department of Neurology, Boston, MA, USA
- Université de Nantes, INSERM UMR 1238, Bone Sarcoma and Remodeling of Calcified Tissues, PhyOS, Nantes, France
| | - David R Brigstock
- Nationwide Children’s Hospital, Columbus, OH, USA
- The Ohio State University, Columbus, OH, USA
| | - Alain Brisson
- UMR-CBMN, CNRS-Université de Bordeaux, Bordeaux, France
| | - Marike LD Broekman
- Haaglanden Medical Center, Department of Neurosurgery, The Hague, The Netherlands
- Leiden University Medical Center, Department of Neurosurgery, Leiden, The Netherlands
- Massachusetts General Hospital, Department of Neurology, Boston, MA, USA
| | - Jacqueline F Bromberg
- Memorial Sloan Kettering Cancer Center, Department of Medicine, New York City, NY, USA
- Weill Cornell Medicine, Department of Medicine, New York City, NY, USA
| | | | - Shilpa Buch
- University of Nebraska Medical Center, Department of Pharmacology and Experimental Neuroscience, Omaha, NE, USA
| | - Amy H Buck
- University of Edinburgh, Institute of Immunology & Infection Research, Edinburgh, UK
| | - Dylan Burger
- Kidney Research Centre, Ottawa, Canada
- Ottawa Hospital Research Institute, Ottawa, Canada
- University of Ottawa, Ottawa, Canada
| | - Sara Busatto
- Mayo Clinic, Department of Transplantation, Jacksonville, FL, USA
- University of Brescia, Department of Molecular and Translational Medicine, Brescia, Italy
| | - Dominik Buschmann
- Technical University of Munich, TUM School of Life Sciences Weihenstephan, Division of Animal Physiology and Immunology, Freising, Germany
| | - Benedetta Bussolati
- University of Torino, Department of Molecular Biotechnology and Health Sciences, Torino, Italy
| | - Edit I Buzás
- MTA-SE Immuno-Proteogenomics Research Groups, Budapest, Hungary
- Semmelweis University, Department of Genetics, Cell- and Immunobiology, Budapest, Hungary
| | - James Bryan Byrd
- University of Michigan, Department of Medicine, Ann Arbor, MI, USA
| | - Giovanni Camussi
- University of Torino, Department of Medical Sciences, Torino, Italy
| | - David RF Carter
- Oxford Brookes University, Department of Biological and Medical Sciences, Oxford, UK
| | - Sarah Caruso
- La Trobe University, La Trobe Institute for Molecular Science, Department of Biochemistry and Genetics, Bundoora, Australia
| | - Lawrence W Chamley
- University of Auckland, Department of Obstetrics and Gynaecology, Auckland, New Zealand
| | - Yu-Ting Chang
- National Taiwan University Hospital, Department of Internal Medicine, Taipei, Taiwan
| | - Chihchen Chen
- National Tsing Hua University, Department of Power Mechanical Engineering, Hsinchu, Taiwan
- National Tsing Hua University, Institute of Nanoengineering and Microsystems, Hsinchu, Taiwan
| | - Shuai Chen
- Leibniz Institute for Farm Animal Biology (FBN), Institute of Reproductive Biology, Dummerstorf, Germany
| | - Lesley Cheng
- La Trobe University, La Trobe Institute for Molecular Science, Department of Biochemistry and Genetics, Bundoora, Australia
| | | | - Aled Clayton
- Cardiff University, School of Medicine, Cardiff, UK
| | | | - Alex Cocks
- Cardiff University, School of Medicine, Cardiff, UK
| | - Emanuele Cocucci
- The Ohio State University, College of Pharmacy, Division of Pharmaceutics and Pharmaceutical Chemistry, Columbus, OH, USA
- The Ohio State University, Comprehensive Cancer Center, Columbus, OH, USA
| | - Robert J Coffey
- Vanderbilt University Medical Center, Epithelial Biology Center, Department of Medicine, Nashville, TN, USA
| | | | - Yvonne Couch
- University of Oxford, Radcliffe Department of Medicine, Acute Stroke Programme - Investigative Medicine, Oxford, UK
| | - Frank AW Coumans
- Academic Medical Centre of the University of Amsterdam, Department of Clinical Chemistry and Vesicle Observation Centre, Amsterdam, The Netherlands
| | - Beth Coyle
- The University of Nottingham, School of Medicine, Children’s Brain Tumour Research Centre, Nottingham, UK
| | - Rossella Crescitelli
- University of Gothenburg, Institute of Medicine at Sahlgrenska Academy, Krefting Research Centre, Gothenburg, Sweden
| | | | | | - Saumya Das
- Massachusetts General Hospital, Boston, MA, USA
| | - Amrita Datta Chaudhuri
- The Johns Hopkins University School of Medicine, Department of Neurology, Baltimore, MD, USA
| | | | - Eliezer F De Santana
- The Sociedade Beneficente Israelita Brasileira Albert Einstein, São Paulo, Brazil
| | - Olivier De Wever
- Cancer Research Institute Ghent, Ghent, Belgium
- Ghent University, Department of Radiation Oncology and Experimental Cancer Research, Laboratory of Experimental Cancer Research, Ghent, Belgium
| | - Hernando A del Portillo
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
- Institut d’Investigació Germans Trias i Pujol (IGTP), PVREX group, Badalona, Spain
- ISGlobal, Hospital Clínic - Universitat de Barcelona, PVREX Group, Barcelona, Spain
| | - Tanguy Demaret
- Université Catholique de Louvain, Institut de Recherche Expérimentale et Clinique (IREC), Laboratory of Pediatric Hepatology and Cell Therapy, Brussels, Belgium
| | - Sarah Deville
- Universiteit Hasselt, Diepenbeek, Belgium
- Vlaamse Instelling voor Technologisch Onderzoek (VITO), Mol, Belgium
| | - Andrew Devitt
- Aston University, School of Life & Health Sciences, Birmingham, UK
| | - Bert Dhondt
- Cancer Research Institute Ghent, Ghent, Belgium
- Ghent University Hospital, Department of Urology, Ghent, Belgium
- Ghent University, Department of Radiation Oncology and Experimental Cancer Research, Laboratory of Experimental Cancer Research, Ghent, Belgium
| | | | | | - Vincenza Dolo
- University of L’Aquila, Department of Life, Health and Environmental Sciences, L’Aquila, Italy
| | - Ana Paula Dominguez Rubio
- Universidad de Buenos Aires, Facultad de Ciencias Exactas y Naturales, Departamento de Química Biológica, Buenos Aires, Argentina
| | - Massimo Dominici
- TPM of Mirandola, Mirandola, Italy
- University of Modena and Reggio Emilia, Division of Oncology, Modena, Italy
| | - Mauricio R Dourado
- University of Campinas, Piracicaba Dental School, Department of Oral Diagnosis, Piracicaba, Brazil
- University of Oulu, Faculty of Medicine, Cancer and Translational Medicine Research Unit, Oulu, Finland
| | - Tom AP Driedonks
- Utrecht University, Faculty of Veterinary Medicine, Department of Biochemistry and Cell Biology, Utrecht, The Netherlands
| | | | - Heather M Duncan
- McGill University, Division of Experimental Medicine, Montreal, Canada
- McGill University, The Research Institute of the McGill University Health Centre, Child Health and Human Development Program, Montreal, Canada
| | - Ramon M Eichenberger
- James Cook University, Australian Institute of Tropical Health and Medicine, Centre for Biodiscovery and Molecular Development of Therapeutics, Cairns, Australia
| | - Karin Ekström
- University of Gothenburg, Institute of Clinical Sciences at Sahlgrenska Academy, Department of Biomaterials, Gothenburg, Sweden
| | - Samir EL Andaloussi
- Evox Therapeutics Limited, Oxford, UK
- Karolinska Institute, Stockholm, Sweden
| | | | - Uta Erdbrügger
- University of Virginia Health System, Department of Medicine, Division of Nephrology, Charlottesville, VA, USA
| | - Juan M Falcón-Pérez
- CIC bioGUNE, CIBERehd, Exosomes Laboratory & Metabolomics Platform, Derio, Spain
- IKERBASQUE Research Science Foundation, Bilbao, Spain
| | - Farah Fatima
- University of São Paulo, Ribeirão Preto Medical School, Department of Pathology and Forensic Medicine, Ribeirão Preto, Brazil
| | - Jason E Fish
- Toronto General Hospital Research Institute, University Health Network, Toronto, Canada
- University of Toronto, Department of Laboratory Medicine and Pathobiology, Toronto, Canada
| | - Miguel Flores-Bellver
- University of Colorado, School of Medicine, Department of Ophthalmology, Cell Sight-Ocular Stem Cell and Regeneration Program, Aurora, CO, USA
| | - András Försönits
- Semmelweis University, Department of Genetics, Cell- and Immunobiology, Budapest, Hungary
| | | | - Fabia Fricke
- German Cancer Research Center (DKFZ), Clinical Cooperation Unit Applied Tumor Biology, Heidelberg, Germany
- University Hospital Heidelberg, Institute of Pathology, Applied Tumor Biology, Heidelberg, Germany
| | - Gregor Fuhrmann
- Helmholtz-Centre for Infection Research, Braunschweig, Germany
- Helmholtz-Institute for Pharmaceutical Research Saarland, Saarbrücken, Germany
- Saarland University, Saarbrücken, Germany
| | - Susanne Gabrielsson
- Karolinska Institute, Department of Medicine Solna, Division for Immunology and Allergy, Stockholm, Sweden
| | - Ana Gámez-Valero
- Germans Trias i Pujol Research Institute (IGTP), Can Ruti Campus, REMAR-IVECAT Group, Badalona, Spain
- Universitat Autònoma de Barcelona, Hospital Universitari and Health Sciences Research Institute Germans Trias i Pujol, Department of Pathology, Barcelona, Spain
| | | | - Kathrin Gärtner
- Helmholtz Center Munich German Research Center for Environmental Health, Research Unit Gene Vectors, Munich, Germany
| | - Raphael Gaudin
- INSERM U1110, Strasbourg, France
- Université de Strasbourg, Strasbourg, France
| | - Yong Song Gho
- POSTECH (Pohang University of Science and Technology), Department of Life Sciences, Pohang, South Korea
| | - Bernd Giebel
- University Hospital Essen, University Duisburg-Essen, Institute for Transfusion Medicine, Essen, Germany
| | - Caroline Gilbert
- Université Laval, Centre de Recherche du CHU de Québec, Department of Infectious Diseases and Immunity, Quebec City, Canada
| | - Mario Gimona
- Paracelsus Medical University, GMP Unit, Salzburg, Austria
| | - Ilaria Giusti
- University of L’Aquila, Department of Life, Health and Environmental Sciences, L’Aquila, Italy
| | - Deborah CI Goberdhan
- University of Oxford, Department of Physiology, Anatomy and Genetics, Oxford, UK
| | - André Görgens
- Evox Therapeutics Limited, Oxford, UK
- Karolinska Institute, Clinical Research Center, Department of Laboratory Medicine, Stockholm, Sweden
- University Hospital Essen, University Duisburg-Essen, Institute for Transfusion Medicine, Essen, Germany
| | - Sharon M Gorski
- BC Cancer, Canada’s Michael Smith Genome Sciences Centre, Vancouver, Canada
- Simon Fraser University, Department of Molecular Biology and Biochemistry, Burnaby, Canada
| | - David W Greening
- La Trobe University, La Trobe Institute for Molecular Science, Department of Biochemistry and Genetics, Bundoora, Australia
| | - Julia Christina Gross
- University Medical Center Göttingen, Developmental Biochemistry, Göttingen, Germany
- University Medical Center Göttingen, Hematology and Oncology, Göttingen, Germany
| | - Alice Gualerzi
- IRCCS Fondazione Don Carlo Gnocchi, Laboratory of Nanomedicine and Clinical Biophotonics (LABION), Milan, Italy
| | - Gopal N Gupta
- Loyola University Chicago, Department of Urology, Maywood, IL, USA
| | - Dakota Gustafson
- University of Toronto, Department of Laboratory Medicine and Pathobiology, Toronto, Canada
| | - Aase Handberg
- Aalborg University Hospital, Department of Clinical Biochemistry, Aalborg, Denmark
- Aalborg University, Clinical Institute, Aalborg, Denmark
| | - Reka A Haraszti
- University of Massachusetts Medical School, RNA Therapeutics Institute, Worcester, MA, USA
| | | | - Hargita Hegyesi
- Semmelweis University, Department of Genetics, Cell- and Immunobiology, Budapest, Hungary
| | - An Hendrix
- Cancer Research Institute Ghent, Ghent, Belgium
- Ghent University, Department of Radiation Oncology and Experimental Cancer Research, Laboratory of Experimental Cancer Research, Ghent, Belgium
| | - Andrew F Hill
- La Trobe University, La Trobe Institute for Molecular Science, Department of Biochemistry and Genetics, Bundoora, Australia
| | - Fred H Hochberg
- Scintillon Institute, La Jolla, CA, USA
- University of California, San Diego, Department of Neurosurgery, La Jolla, CA, USA
| | - Karl F Hoffmann
- Aberystwyth University, Institute of Biological, Environmental and Rural Sciences (IBERS), Aberystwyth, United Kingdom
| | - Beth Holder
- Imperial College London, London, UK
- MRC The Gambia, Fajara, The Gambia
| | | | - Baharak Hosseinkhani
- Hasselt University, Biomedical Research Institute (BIOMED), Department of Medicine and Life Sciences, Hasselt, Belgium
| | - Guoku Hu
- University of Nebraska Medical Center, Department of Pharmacology and Experimental Neuroscience, Omaha, NE, USA
| | - Yiyao Huang
- Nanfang Hospital, Southern Medical University, Department of Clinical Laboratory Medicine, Guangzhou, China
- The Johns Hopkins University School of Medicine, Department of Molecular and Comparative Pathobiology, Baltimore, MD, USA
| | - Veronica Huber
- Fondazione IRCCS Istituto Nazionale dei Tumori, Unit of Immunotherapy of Human Tumors, Milan, Italy
| | | | | | - Tsuneya Ikezu
- Boston University School of Medicine, Boston, MA, USA
| | - Jameel M Inal
- University of Hertfordshire, School of Life and Medical Sciences, Biosciences Research Group, Hatfield, UK
| | - Mustafa Isin
- Istanbul University Oncology Institute, Basic Oncology Department, Istanbul, Turkey
| | - Alena Ivanova
- German Cancer Research Center (DKFZ), Division Signaling and Functional Genomics, Heidelberg, Germany
| | - Hannah K Jackson
- The University of Nottingham, School of Medicine, Children’s Brain Tumour Research Centre, Nottingham, UK
| | - Soren Jacobsen
- Copenhagen Lupus and Vasculitis Clinic, Section 4242 - Rigshospitalet, Copenhagen, Denmark
- University of Copenhagen, Institute of Clinical Medicine, Copenhagen, Denmark
| | - Steven M Jay
- University of Maryland, Fischell Department of Bioengineering, College Park, MD, USA
| | - Muthuvel Jayachandran
- Mayo Clinic, College of Medicine, Department of Physiology and Biomedical Engineering, Rochester, MN, USA
| | | | - Lanzhou Jiang
- La Trobe University, La Trobe Institute for Molecular Science, Department of Biochemistry and Genetics, Bundoora, Australia
| | - Suzanne M Johnson
- University of Manchester, Division of Cancer Sciences, Manchester Cancer Research Centre, Manchester, UK
| | - Jennifer C Jones
- National Institutes of Health, National Cancer Institute, Center for Cancer Research, Bethesda, MD, USA
| | - Ambrose Jong
- Children’s Hospital of Los Angeles, Los Angeles, CA, USA
- University of Southern California Keck School of Medicine, Los Angeles, CA, USA
| | - Tijana Jovanovic-Talisman
- City of Hope Comprehensive Cancer Center, Beckman Research Institute, Department of Molecular Medicine, Duarte, CA, USA
| | - Stephanie Jung
- German Research Center for Environmental Health, Institute for Virology, Munich, Germany
| | - Raghu Kalluri
- University of Texas MD Anderson Cancer Center, Department of Cancer Biology, Metastasis Research Center, Houston, TX, USA
| | - Shin-ichi Kano
- The Johns Hopkins University School of Medicine, Department of Psychiatry and Behavioral Sciences, Baltimore, MD, USA
| | - Sukhbir Kaur
- National Institutes of Health, National Cancer Institute, Center for Cancer Research, Laboratory of Pathology, Bethesda, MD, USA
| | - Yumi Kawamura
- National Cancer Center Research Institute, Tokyo, Japan
- University of Tsukuba, Tsukuba, Japan
| | - Evan T Keller
- University of Michigan, Biointerfaces Institute, Ann Arbor, MI, USA
- University of Michigan, Department of Urology, Ann Arbor, MI, USA
| | - Delaram Khamari
- Semmelweis University, Department of Genetics, Cell- and Immunobiology, Budapest, Hungary
| | - Elena Khomyakova
- École normale supérieure, Paris, France
- Federal Research and Clinical Center of Physical-Chemical Medicine, Moscow, Russia
| | - Anastasia Khvorova
- University of Massachusetts Medical School, RNA Therapeutics Institute, Worcester, MA, USA
| | - Peter Kierulf
- Oslo University Hospital, Department of Medical Biochemistry, Blood Cell Research Group, Oslo, Norway
| | - Kwang Pyo Kim
- Kyung Hee University, Department of Applied Chemistry, Yongin, Korea
| | - Thomas Kislinger
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- University of Toronto, Department of Medical Biophysics, Toronto, Canada
| | | | - David J Klinke
- West Virginia University, Department of Chemical and Biomedical Engineering and WVU Cancer Institute, Morgantown, WV, USA
- West Virginia University, Department of Microbiology Immunology and Cell Biology, Morgantown, WV, USA
| | - Miroslaw Kornek
- German Armed Forces Central Hospital, Department of General, Visceral and Thoracic Surgery, Koblenz, Germany
- Saarland University Medical Center, Department of Medicine II, Homburg, Germany
| | - Maja M Kosanović
- University of Belgrade, Institute for the Application of Nuclear Energy, INEP, Belgrade, Serbia
| | - Árpád Ferenc Kovács
- Semmelweis University, Department of Genetics, Cell- and Immunobiology, Budapest, Hungary
| | | | - Susanne Krasemann
- University Medical Center Hamburg-Eppendorf, Institute of Neuropathology, Hamburg, Germany
| | - Mirja Krause
- Hudson Institute of Medical Research, Melbourne, Australia
| | | | - Gina D Kusuma
- Hudson Institute of Medical Research, Melbourne, Australia
- Monash University, Melbourne, Australia
| | - Sören Kuypers
- Hasselt University, Biomedical Research Institute (BIOMED), Hasselt, Belgium
| | - Saara Laitinen
- Finnish Red Cross Blood Service, Research and Development, Helsinki, Finland
| | - Scott M Langevin
- Cincinnati Cancer Center, Cincinnati, OH, USA
- University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Lucia R Languino
- Thomas Jefferson University, Sidney Kimmel Medical School, Department of Cancer Biology, Philadelphia, PA, USA
| | - Joanne Lannigan
- University of Virginia, Flow Cytometry Core, School of Medicine, Charlottesville, VA, USA
| | - Cecilia Lässer
- University of Gothenburg, Institute of Medicine at Sahlgrenska Academy, Krefting Research Centre, Gothenburg, Sweden
| | - Louise C Laurent
- University of California, San Diego, Department of Obstetrics, Gynecology, and Reproductive Sciences, La Jolla, CA, USA
| | - Gregory Lavieu
- Institut Curie, INSERM U932, PSL Research University, Paris, France
| | | | - Soazig Le Lay
- INSERM U1063, Université d’Angers, CHU d’Angers, Angers, France
| | - Myung-Shin Lee
- Eulji University, School of Medicine, Daejeon, South Korea
| | | | - Debora S Lemos
- Federal University of Paraná, Department of Genetics, Human Molecular Genetics Laboratory, Curitiba, Brazil
| | - Metka Lenassi
- University of Ljubljana, Faculty of Medicine, Institute of Biochemistry, Ljubljana, Slovenia
| | | | - Isaac TS Li
- University of British Columbia Okanagan, Kelowna, Canada
| | - Ke Liao
- University of Nebraska Medical Center, Department of Pharmacology and Experimental Neuroscience, Omaha, NE, USA
| | - Sten F Libregts
- University of Cambridge School of Clinical Medicine, Addenbrooke’s Hospital, Department of Medicine, Cambridge NIHR BRC Cell Phenotyping Hub, Cambridge, UK
| | - Erzsebet Ligeti
- Semmelweis University, Department of Physiology, Budapest, Hungary
| | - Rebecca Lim
- Hudson Institute of Medical Research, Melbourne, Australia
- Monash University, Melbourne, Australia
| | - Sai Kiang Lim
- Institute of Medical Biology (IMB), Agency for Science and Technology (A*STAR), Singapore
| | - Aija Linē
- Latvian Biomedical Research and Study Centre, Riga, Latvia
| | - Karen Linnemannstöns
- University Medical Center Göttingen, Developmental Biochemistry, Göttingen, Germany
- University Medical Center Göttingen, Hematology and Oncology, Göttingen, Germany
| | - Alicia Llorente
- Oslo University Hospital-The Norwegian Radium Hospital, Institute for Cancer Research, Department of Molecular Cell Biology, Oslo, Norway
| | - Catherine A Lombard
- Université Catholique de Louvain, Institut de Recherche Expérimentale et Clinique (IREC), Laboratory of Pediatric Hepatology and Cell Therapy, Brussels, Belgium
| | - Magdalena J Lorenowicz
- Utrecht University, University Medical Center Utrecht, Center for Molecular Medicine & Regenerative Medicine Center, Utrecht, The Netherlands
| | - Ákos M Lörincz
- Semmelweis University, Department of Physiology, Budapest, Hungary
| | - Jan Lötvall
- University of Gothenburg, Institute of Medicine at Sahlgrenska Academy, Krefting Research Centre, Gothenburg, Sweden
| | - Jason Lovett
- Stellenbosch University, Department of Physiological Sciences, Stellenbosch, South Africa
| | - Michelle C Lowry
- Trinity College Dublin, School of Pharmacy and Pharmaceutical Sciences, Panoz Institute & Trinity Biomedical Sciences Institute, Dublin, Ireland
| | - Xavier Loyer
- INSERM UMR-S 970, Paris Cardiovascular Research Center, Paris, France
- Université Paris Descartes, Sorbonne Paris Cité, Paris, France
| | - Quan Lu
- Harvard University, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Barbara Lukomska
- Mossakowski Medical Research Centre, NeuroRepair Department, Warsaw, Poland
| | - Taral R Lunavat
- K.G. Jebsen Brain Tumor Research Centre, Department of Biomedicine, University of Bergen, Bergen, Norway
| | - Sybren LN Maas
- Utrecht University, University Medical Center Utrecht, Department of Neurosurgery, Brain Center Rudolf Magnus, Institute of Neurosciences, Utrecht, The Netherlands
- Utrecht University, University Medical Center Utrecht, Department of Pathology, Utrecht, The Netherlands
| | | | - Antonio Marcilla
- Universitat de València, Departament de Farmàcia i Tecnologia Farmacèutica i Parasitologia, Àrea de Parasitologia, Valencia, Spain
- Universitat de València, Health Research Institute La Fe, Joint Research Unit on Endocrinology, Nutrition and Clinical Dietetics, Valencia, Spain
| | - Jacopo Mariani
- Università degli Studi di Milano, Department of Clinical Sciences and Community Health, EPIGET LAB, Milan, Italy
| | | | | | | | | | | | - Mathilde Mathieu
- Institut Curie, INSERM U932, PSL Research University, Paris, France
| | - Suresh Mathivanan
- La Trobe University, La Trobe Institute for Molecular Science, Department of Biochemistry and Genetics, Bundoora, Australia
| | - Marco Maugeri
- University of Gothenburg, Sahlgrenska Academy, Department of Rheumatology and Inflammation Research, Gothenburg, Sweden
| | | | - Mark J McVey
- SickKids Hospital, Department of Anesthesia and Pain Medicine, Toronto, Canada
- University of Toronto, Department of Anesthesia, Toronto, Canada
| | - David G Meckes
- Florida State University College of Medicine, Department of Biomedical Sciences, Tallahassee, FL, USA
| | - Katie L Meehan
- The School of Biomedical Sciences, University of Western Australia, Perth, Australia
| | - Inge Mertens
- University of Antwerp, Centre for Proteomics, Antwerp, Belgium
- Vlaamse Instelling voor Technologisch Onderzoek (VITO), Mol, Belgium
| | - Valentina R Minciacchi
- Georg-Speyer-Haus Institute for Tumor Biology and Experimental Therapy, Frankfurt, Germany
| | - Andreas Möller
- QIMR Berghofer Medical Research Institute, Herston, Australia
| | - Malene Møller Jørgensen
- Aalborg University Hospital, Department of Clinical Immunology, Aalborg, Denmark
- EVSEARCH.DK, Denmark
| | - Aizea Morales-Kastresana
- National Institutes of Health, National Cancer Institute, Center for Cancer Research, Bethesda, MD, USA
| | | | - François Mullier
- Namur Thrombosis and Hemostasis Center (NTHC), NARILIS, Namur, Belgium
- Université Catholique de Louvain, CHU UCL Namur, Hematology-Hemostasis Laboratory, Yvoir, Belgium
| | - Maurizio Muraca
- University of Padova, Department of Women’s and Children’s Health, Padova, Italy
| | - Luca Musante
- University of Virginia Health System, Department of Medicine, Division of Nephrology, Charlottesville, VA, USA
| | - Veronika Mussack
- Technical University of Munich, TUM School of Life Sciences Weihenstephan, Division of Animal Physiology and Immunology, Freising, Germany
| | - Dillon C Muth
- The Johns Hopkins University School of Medicine, Department of Molecular and Comparative Pathobiology, Baltimore, MD, USA
| | - Kathryn H Myburgh
- Stellenbosch University, Department of Physiological Sciences, Stellenbosch, South Africa
| | - Tanbir Najrana
- Brown University, Women and Infants Hospital, Providence, RI, USA
| | - Muhammad Nawaz
- University of Gothenburg, Sahlgrenska Academy, Department of Rheumatology and Inflammation Research, Gothenburg, Sweden
| | - Irina Nazarenko
- German Cancer Consortium (DKTK), Partner Site Freiburg and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Institute for Infection Prevention and Hospital Epidemiology, Freiburg, Germany
| | - Peter Nejsum
- Aarhus University, Department of Clinical Medicine, Aarhus, Denmark
| | - Christian Neri
- Sorbonne Université, Centre National de la Recherche Scientifique, Research Unit Biology of Adaptation and Aging (B2A), Team Compensation in Neurodegenerative and Aging (Brain-C), Paris, France
| | - Tommaso Neri
- University of Pisa, Centro Dipartimentale di Biologia Cellulare Cardio-Respiratoria, Pisa, Italy
| | - Rienk Nieuwland
- Academic Medical Centre of the University of Amsterdam, Department of Clinical Chemistry and Vesicle Observation Centre, Amsterdam, The Netherlands
| | - Leonardo Nimrichter
- Universidade Federal do Rio de Janeiro, Instituto de Microbiologia, Rio de Janeiro, Brazil
| | | | - Esther NM Nolte-’t Hoen
- Utrecht University, Faculty of Veterinary Medicine, Department of Biochemistry and Cell Biology, Utrecht, The Netherlands
| | - Nicole Noren Hooten
- National Institutes of Health, National Institute on Aging, Baltimore, MD, USA
| | - Lorraine O’Driscoll
- Trinity College Dublin, School of Pharmacy and Pharmaceutical Sciences, Panoz Institute & Trinity Biomedical Sciences Institute, Dublin, Ireland
| | - Tina O’Grady
- University of Liège, GIGA-R(MBD), PSI Laboratory, Liège, Belgium
| | - Ana O’Loghlen
- Queen Mary University of London, Blizard Institute, Epigenetics & Cellular Senescence Group, London, UK
| | - Takahiro Ochiya
- National Cancer Center Research Institute, Division of Molecular and Cellular Medicine, Tokyo, Japan
| | - Martin Olivier
- McGill University, The Research Institute of the McGill University Health Centre, Montreal, Canada
| | - Alberto Ortiz
- IIS-Fundacion Jimenez Diaz-UAM, Department of Nephrology and Hypertension, Madrid, Spain
- Spanish Kidney Research Network, REDINREN, Madrid, Spain
- Universidad Autónoma de Madrid, School of Medicine, Department of Medicine, Madrid, Spain
| | - Luis A Ortiz
- Graduate School of Public Health at the University of Pittsburgh, Division of Occupational and Environmental Medicine, Pittsburgh, PA, USA
| | | | - Ole Østergaard
- Statens Serum Institut, Department of Autoimmunology and Biomarkers, Copenhagen, Denmark
- University of Copenhagen, Faculty of Health and Medical Sciences, Novo Nordisk Foundation Center for Protein Research, Copenhagen, Denmark
| | - Matias Ostrowski
- University of Buenos Aires, Instituto de Investigaciones Biomédicas en Retrovirus y SIDA (INBIRS), Buenos Aires, Argentina
| | - Jaesung Park
- POSTECH (Pohang University of Science and Technology), Department of Life Sciences, Pohang, South Korea
| | - D. Michiel Pegtel
- Amsterdam University Medical Centers, Department of Pathology, Amsterdam, The Netherlands
| | - Hector Peinado
- Spanish National Cancer Research Center (CNIO), Molecular Oncology Programme, Microenvironment and Metastasis Laboratory, Madrid, Spain
| | - Francesca Perut
- IRCCS - Istituto Ortopedico Rizzoli, Laboratory for Orthopaedic Pathophysiology and Regenerative Medicine, Bologna, Italy
| | - Michael W Pfaffl
- Technical University of Munich, TUM School of Life Sciences Weihenstephan, Division of Animal Physiology and Immunology, Freising, Germany
| | - Donald G Phinney
- The Scripps Research Institute-Scripps Florida, Department of Molecular Medicine, Jupiter, FL, USA
| | - Bartijn CH Pieters
- Radboud University Medical Center, Department of Rheumatology, Nijmegen, The Netherlands
| | - Ryan C Pink
- Oxford Brookes University, Department of Biological and Medical Sciences, Oxford, UK
| | - David S Pisetsky
- Duke University Medical Center, Departments of Medicine and Immunology, Durham, NC, USA
- Durham VAMC, Medical Research Service, Durham, NC, USA
| | | | - Iva Polakovicova
- Pontificia Universidad Católica de Chile, Advanced Center for Chronic Diseases (ACCDiS), Santiago, Chile
- Pontificia Universidad Católica de Chile, Faculty of Medicine, Department of Hematology-Oncology, Santiago, Chile
| | - Ivan KH Poon
- La Trobe University, La Trobe Institute for Molecular Science, Department of Biochemistry and Genetics, Bundoora, Australia
| | - Bonita H Powell
- The Johns Hopkins University School of Medicine, Department of Molecular and Comparative Pathobiology, Baltimore, MD, USA
| | | | - Lynn Pulliam
- University of California, San Francisco, CA, USA
- Veterans Affairs Medical Center, San Francisco, CA, USA
| | - Peter Quesenberry
- The Warren Alpert Medical School of Brown University, Department of Medicine, Providence, RI, USA
| | - Annalisa Radeghieri
- CSGI - Research Center for Colloids and Nanoscience, Florence, Italy
- University of Brescia, Department of Molecular and Translational Medicine, Brescia, Italy
| | - Robert L Raffai
- Department of Veterans Affairs, San Francisco, CA, USA
- University of California, San Francisco, CA, USA
| | - Stefania Raimondo
- University of Palermo, Department of Biopathology and Medical Biotechnologies, Palermo, Italy
| | - Janusz Rak
- McGill University, Montreal, Canada
- McGill University, The Research Institute of the McGill University Health Centre, Montreal, Canada
| | - Marcel I Ramirez
- Instituto Oswaldo Cruz, Rio de Janeiro, Brazil
- Universidade Federal de Paraná, Paraná, Brazil
| | - Graça Raposo
- Institut Curie, CNRS UMR144, PSL Research University, Paris, France
| | - Morsi S Rayyan
- University of Michigan Medical School, Ann Arbor, MI, USA
| | - Neta Regev-Rudzki
- Weizmann Institute of Science, Department of Biomolecular Sciences, Rehovot, Israel
| | - Franz L Ricklefs
- University Medical Center Hamburg-Eppendorf, Department of Neurosurgery, Hamburg, Germany
| | - Paul D Robbins
- University of Minnesota Medical School, Institute on the Biology of Aging and Metabolism, Department of Biochemistry, Molecular Biology and Biophysics, Minneapolis, MN, USA
| | - David D Roberts
- National Institutes of Health, National Cancer Institute, Center for Cancer Research, Laboratory of Pathology, Bethesda, MD, USA
| | | | - Eva Rohde
- Paracelsus Medical University, Department of Transfusion Medicine, Salzburg, Austria
- Paracelsus Medical University, GMP Unit, Salzburg, Austria
- Spinal Cord Injury & Tissue Regeneration Center Salzburg (SCI-TReCS), Salzburg, Austria
| | - Sophie Rome
- University of Lyon, Lyon-Sud Faculty of Medicine, CarMeN Laboratory (UMR INSERM 1060-INRA 1397), Pierre-Bénite, France
| | - Kasper MA Rouschop
- Maastricht University, GROW, School for Oncology and Developmental Biology, Maastricht Radiation Oncology (MaastRO) Lab, Maastricht, The Netherlands
| | - Aurelia Rughetti
- Sapienza University of Rome, Department of Experimental Medicine, Rome, Italy
| | | | - Paula Saá
- American Red Cross, Scientific Affairs, Gaithersburg, MD, USA
| | - Susmita Sahoo
- Icahn School of Medicine at Mount Sinai, Department of Medicine, Cardiology, New York City, NY, USA
| | - Edison Salas-Huenuleo
- Advanced Center for Chronic Diseases, Santiago, Chile
- University of Chile, Faculty of Chemical and Pharmaceutical Science, Laboratory of Nanobiotechnology and Nanotoxicology, Santiago, Chile
| | - Catherine Sánchez
- Clínica las Condes, Extracellular Vesicles in Personalized Medicine Group, Santiago, Chile
| | - Julie A Saugstad
- Oregon Health & Science University, Department of Anesthesiology & Perioperative Medicine, Portland, OR, USA
| | - Meike J Saul
- Technische Universität Darmstadt, Department of Biology, Darmstadt, Germany
| | - Raymond M Schiffelers
- University Medical Center Utrecht, Laboratory for Clinical Chemistry & Hematology, Utrecht, The Netherlands
| | - Raphael Schneider
- University of Toronto, Department of Laboratory Medicine and Pathobiology, Toronto, Canada
- University of Toronto, Department of Medicine, Division of Neurology, Toronto, Canada
| | - Tine Hiorth Schøyen
- The Johns Hopkins University School of Medicine, Department of Molecular and Comparative Pathobiology, Baltimore, MD, USA
| | | | - Eriomina Shahaj
- Fondazione IRCCS Istituto Nazionale dei Tumori, Unit of Immunotherapy of Human Tumors, Milan, Italy
| | - Shivani Sharma
- University of California, Los Angeles, California NanoSystems Institute, Los Angeles, CA, USA
- University of California, Los Angeles, Department of Pathology and Laboratory Medicine, Los Angeles, CA, USA
- University of California, Los Angeles, Jonsson Comprehensive Cancer Center, Los Angeles, CA, USA
| | - Olga Shatnyeva
- AstraZeneca, Discovery Sciences, IMED Biotech Unit, Gothenburg, Sweden
| | - Faezeh Shekari
- Royan Institute for Stem Cell Biology and Technology, ACECR, Cell Science Research Center, Department of Stem Cells and Developmental Biology, Tehran, Iran
| | - Ganesh Vilas Shelke
- University of Gothenburg, Institute of Clinical Sciences, Department of Surgery, Sahlgrenska Cancer Center, Gothenburg, Sweden
- University of Gothenburg, Institute of Medicine at Sahlgrenska Academy, Krefting Research Centre, Gothenburg, Sweden
| | - Ashok K Shetty
- Research Service, Olin E. Teague Veterans’ Medical Center, Temple, TX, USA
- Texas A&M University College of Medicine, Institute for Regenerative Medicine and Department of Molecular and Cellular Medicine, College Station, TX, USA
| | | | - Pia R-M Siljander
- University of Helsinki, EV Core Facility, Helsinki, Finland
- University of Helsinki, Faculty of Biological and Environmental Sciences, Molecular and Integrative Biosciences Research Programme, EV group, Helsinki, Finland
| | - Andreia M Silva
- INEB - Instituto de Engenharia Biomédica, Porto, Portugal
- University of Porto, i3S-Instituto de Investigação e Inovação em Saúde, Porto, Portugal
- University of Porto, ICBAS - Instituto de Ciências Biomédicas Abel Salazar, Porto, Portugal
| | - Agata Skowronek
- Maria Sklodowska-Curie Institute - Oncology Center, Gliwice Branch, Gliwice, Poland
| | - Orman L Snyder
- Kansas State University, College of Veterinary Medicine, Manhattan, KS, USA
| | | | - Barbara W Sódar
- Semmelweis University, Department of Genetics, Cell- and Immunobiology, Budapest, Hungary
| | - Carolina Soekmadji
- QIMR Berghofer Medical Research Institute, Herston, Australia
- The University of Queensland, Brisbane, Australia
| | - Javier Sotillo
- James Cook University, Australian Institute of Tropical Health and Medicine, Centre for Biodiscovery and Molecular Development of Therapeutics, Cairns, Australia
| | | | - Willem Stoorvogel
- Utrecht University, Faculty of Veterinary Medicine, Department of Biochemistry and Cell Biology, Utrecht, The Netherlands
| | - Shannon L Stott
- Harvard Medical School, Department of Medicine, Boston, MA, USA
- Massachusetts General Cancer Center, Boston, MA, USA
| | - Erwin F Strasser
- FAU Erlangen-Nuremberg, Transfusion and Haemostaseology Department, Erlangen, Germany
| | - Simon Swift
- University of Auckland, Department of Molecular Medicine and Pathology, Auckland, New Zealand
| | - Hidetoshi Tahara
- Hiroshima University, Institute of Biomedical & Health Sciences, Department of Cellular and Molecular Biology, Hiroshima, Japan
| | - Muneesh Tewari
- University of Michigan, Biointerfaces Institute, Ann Arbor, MI, USA
- University of Michigan, Department of Biomedical Engineering, Ann Arbor, MI, USA
- University of Michigan, Department of Internal Medicine - Hematology/Oncology Division, Ann Arbor, MI, USA
| | - Kate Timms
- University of Manchester, Manchester, UK
| | - Swasti Tiwari
- Georgetown University, Department of Medicine, Washington, DC, USA
- Sanjay Gandhi Postgraduate Institute of Medical Sciences, Department of Molecular Medicine & Biotechnology, Lucknow, India
| | - Rochelle Tixeira
- La Trobe University, La Trobe Institute for Molecular Science, Department of Biochemistry and Genetics, Bundoora, Australia
| | - Mercedes Tkach
- Institut Curie, INSERM U932, PSL Research University, Paris, France
| | - Wei Seong Toh
- National University of Singapore, Faculty of Dentistry, Singapore
| | - Richard Tomasini
- INSERM U1068, Aix Marseille University, CNRS UMR7258, Marseille, France
| | | | - Juan Pablo Tosar
- Institut Pasteur de Montevideo, Functional Genomics Unit, Montevideo, Uruguay
- Universidad de la República, Faculty of Science, Nuclear Research Center, Analytical Biochemistry Unit, Montevideo, Uruguay
| | | | - Lorena Urbanelli
- University of Perugia, Department of Chemistry, Biology and Biotechnology, Perugia, Italy
| | - Pieter Vader
- University Medical Center Utrecht, Laboratory for Clinical Chemistry & Hematology, Utrecht, The Netherlands
| | - Bas WM van Balkom
- University Medical Center Utrecht, Department of Nephrology and Hypertension, Utrecht, The Netherlands
| | - Susanne G van der Grein
- Utrecht University, Faculty of Veterinary Medicine, Department of Biochemistry and Cell Biology, Utrecht, The Netherlands
| | - Jan Van Deun
- Cancer Research Institute Ghent, Ghent, Belgium
- Ghent University, Department of Radiation Oncology and Experimental Cancer Research, Laboratory of Experimental Cancer Research, Ghent, Belgium
| | - Martijn JC van Herwijnen
- Utrecht University, Faculty of Veterinary Medicine, Department of Biochemistry and Cell Biology, Utrecht, The Netherlands
| | | | | | - Martin E van Royen
- Department of Pathology, Erasmus MC, Erasmus Optical Imaging Centre, Rotterdam, The Netherlands
| | | | - M Helena Vasconcelos
- IPATIMUP, Institute of Molecular Pathology and Immunology of the University of Porto, Porto, Portugal
- University of Porto, Faculty of Pharmacy (FFUP), Porto, Portugal
- University of Porto, i3S-Instituto de Investigação e Inovação em Saúde, Porto, Portugal
| | - Ivan J Vechetti
- University of Kentucky, College of Medicine, Department of Physiology, Lexington, KY, USA
| | - Tiago D Veit
- Universidade Federal do Rio Grande do Sul, Instituto de Ciências Básicas da Saúde, Departamento de Microbiologia, Imunologia e Parasitologia, Porto Alegre, Brazil
| | - Laura J Vella
- The Florey Institute of Neuroscience and Mental Health, Melbourne, Australia
- The University of Melbourne, The Department of Medicine, Melbourne, Australia
| | - Émilie Velot
- UMR 7365 CNRS-Université de Lorraine, Vandœuvre-lès-Nancy, France
| | | | - Beate Vestad
- Oslo University Hospital Rikshospitalet, Research Institute of Internal Medicine, Oslo, Norway
- Regional Research Network on Extracellular Vesicles, RRNEV, Oslo, Norway
- University of Oslo, Institute of Clinical Medicine, Oslo, Norway
| | - Jose L Viñas
- Kidney Research Centre, Ottawa, Canada
- Ottawa Hospital Research Institute, Ottawa, Canada
- University of Ottawa, Ottawa, Canada
| | - Tamás Visnovitz
- Semmelweis University, Department of Genetics, Cell- and Immunobiology, Budapest, Hungary
| | - Krisztina V Vukman
- Semmelweis University, Department of Genetics, Cell- and Immunobiology, Budapest, Hungary
| | - Jessica Wahlgren
- University of Gothenburg, The Sahlgrenska Academy, Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, Mölndal, Sweden
| | - Dionysios C Watson
- Case Western Reserve University, Department of Medicine, Cleveland, OH, USA
- University Hospitals Cleveland Medical Center, Department of Medicine, Cleveland, OH, USA
| | - Marca HM Wauben
- Utrecht University, Faculty of Veterinary Medicine, Department of Biochemistry and Cell Biology, Utrecht, The Netherlands
| | - Alissa Weaver
- Vanderbilt University School of Medicine, Department of Cell and Developmental Biology, Nashville, TN, USA
| | | | - Viktoria Weber
- Danube University Krems, Department for Biomedical Research and Christian Doppler Laboratory for Innovative Therapy Approaches in Sepsis, Krems an der Donau, Austria
| | - Ann M Wehman
- University of Würzburg, Rudolf Virchow Center, Würzburg, Germany
| | - Daniel J Weiss
- The University of Vermont Medical Center, Department of Medicine, Burlington, VT, USA
| | - Joshua A Welsh
- National Institutes of Health, National Cancer Institute, Center for Cancer Research, Bethesda, MD, USA
| | - Sebastian Wendt
- University Hospital RWTH Aachen, Department of Thoracic and Cardiovascular Surgery, Aachen, Germany
| | - Asa M Wheelock
- Karolinska Institute, Department of Medicine and Center for Molecular Medicine, Respiratory Medicine Unit, Stockholm, Sweden
| | - Zoltán Wiener
- Semmelweis University, Department of Genetics, Cell- and Immunobiology, Budapest, Hungary
| | - Leonie Witte
- University Medical Center Göttingen, Developmental Biochemistry, Göttingen, Germany
- University Medical Center Göttingen, Hematology and Oncology, Göttingen, Germany
| | - Joy Wolfram
- Chinese Academy of Sciences, Wenzhou Institute of Biomaterials and Engineering, Wenzhou, China
- Houston Methodist Research Institute, Department of Nanomedicine, Houston, TX, USA
- Mayo Clinic, Department of Transplantation Medicine/Department of Physiology and Biomedical Engineering, Jacksonville, FL, USA
| | - Angeliki Xagorari
- George Papanicolaou Hospital, Public Cord Blood Bank, Department of Haematology - BMT Unit, Thessaloniki, Greece
| | - Patricia Xander
- Universidade Federal de São Paulo Campus Diadema, Departamento de Ciências Farmacêuticas, Laboratório de Imunologia Celular e Bioquímica de Fungos e Protozoários, São Paulo, Brazil
| | - Jing Xu
- BC Cancer, Canada’s Michael Smith Genome Sciences Centre, Vancouver, Canada
- Simon Fraser University, Department of Molecular Biology and Biochemistry, Burnaby, Canada
| | - Xiaomei Yan
- Xiamen University, Department of Chemical Biology, Xiamen, China
| | - María Yáñez-Mó
- Centro de Biología Molecular Severo Ochoa, Instituto de Investigación Sanitaria la Princesa (IIS-IP), Madrid, Spain
- Universidad Autónoma de Madrid, Departamento de Biología Molecular, Madrid, Spain
| | - Hang Yin
- Tsinghua University, School of Pharmaceutical Sciences, Beijing, China
| | - Yuana Yuana
- Technical University Eindhoven, Faculty Biomedical Technology, Eindhoven, The Netherlands
| | - Valentina Zappulli
- University of Padova, Department of Comparative Biomedicine and Food Science, Padova, Italy
| | - Jana Zarubova
- Institute of Physiology CAS, Department of Biomaterials and Tissue Engineering, BIOCEV, Vestec, Czech Republic
- Institute of Physiology CAS, Department of Biomaterials and Tissue Engineering, Prague, Czech Republic
- University of California, Los Angeles, Department of Bioengineering, Los Angeles, CA, USA
| | - Vytautas Žėkas
- Vilnius University, Institute of Biomedical Sciences, Department of Physiology, Biochemistry, Microbiology and Laboratory Medicine, Vilnius, Lithuania
| | - Jian-ye Zhang
- Guangzhou Medical University, School of Pharmaceutical Sciences & the Fifth Affiliated Hospital, Key Laboratory of Molecular Target & Clinical Pharmacology, Guangzhou, China
| | - Zezhou Zhao
- The Johns Hopkins University School of Medicine, Department of Molecular and Comparative Pathobiology, Baltimore, MD, USA
| | - Lei Zheng
- Nanfang Hospital, Southern Medical University, Department of Clinical Laboratory Medicine, Guangzhou, China
| | | | - Antje M Zickler
- Karolinska Institute, Clinical Research Center, Unit for Molecular Cell and Gene Therapy Science, Stockholm, Sweden
| | - Pascale Zimmermann
- Aix-Marseille Université, Institut Paoli-Calmettes, INSERM U1068, CNRS UMR7258, Centre de Recherche en Cancérologie de Marseille, Marseille, France
- KU Leuven (Leuven University), Department of Human Genetics, Leuven, Belgium
| | - Angela M Zivkovic
- University of California, Davis, Department of Nutrition, Davis, CA, USA
| | | | - Ewa K Zuba-Surma
- Jagiellonian University, Faculty of Biochemistry, Biophysics and Biotechnology, Department of Cell Biology, Kraków, Poland
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Antoury L, Hu N, Balaj L, Das S, Georghiou S, Darras B, Clark T, Breakefield XO, Wheeler TM. Analysis of extracellular mRNA in human urine reveals splice variant biomarkers of muscular dystrophies. Nat Commun 2018; 9:3906. [PMID: 30254196 PMCID: PMC6156576 DOI: 10.1038/s41467-018-06206-0] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2017] [Accepted: 08/22/2018] [Indexed: 12/18/2022] Open
Abstract
Urine contains extracellular RNA (exRNA) markers of urogenital cancers. However, the capacity of genetic material in urine to identify systemic diseases is unknown. Here we describe exRNA splice products in human urine as a source of biomarkers for the two most common forms of muscular dystrophies, myotonic dystrophy (DM) and Duchenne muscular dystrophy (DMD). Using a training set, RT-PCR, droplet digital PCR, and principal component regression, we identify ten transcripts that are spliced differently in urine exRNA from patients with DM type 1 (DM1) as compared to unaffected or disease controls, form a composite biomarker, and develop a predictive model that is 100% accurate in our independent validation set. Urine also contains mutation-specific DMD mRNAs that confirm exon-skipping activity of the antisense oligonucleotide drug eteplirsen. Our results establish that urine mRNA splice variants can be used to monitor systemic diseases with minimal or no clinical effect on the urinary tract.
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Affiliation(s)
- Layal Antoury
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Ningyan Hu
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Leonora Balaj
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Sudeshna Das
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Sofia Georghiou
- Harvard Medical School, Boston, MA, USA.,Department of Neurology, Boston Children's Hospital, Boston, MA, USA
| | - Basil Darras
- Harvard Medical School, Boston, MA, USA.,Department of Neurology, Boston Children's Hospital, Boston, MA, USA
| | - Tim Clark
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Xandra O Breakefield
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA.,Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
| | - Thurman M Wheeler
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA. .,Harvard Medical School, Boston, MA, USA.
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40
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Balaj L, Carter BS, Castellanos-Rizaldos E, Peruzzi PP, Chan D, Zhang X, Skog J. 309 Highly Sensitive Detection of the IDH1 R132H Mutation in the Plasma of Glioma Patients. Neurosurgery 2018. [DOI: 10.1093/neuros/nyy303.309] [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] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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41
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Vagner T, Spinelli C, Minciacchi VR, Balaj L, Zandian M, Conley A, Zijlstra A, Freeman MR, Demichelis F, De S, Posadas EM, Tanaka H, Di Vizio D. Large extracellular vesicles carry most of the tumour DNA circulating in prostate cancer patient plasma. J Extracell Vesicles 2018; 7:1505403. [PMID: 30108686 PMCID: PMC6084494 DOI: 10.1080/20013078.2018.1505403] [Citation(s) in RCA: 239] [Impact Index Per Article: 39.8] [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: 04/11/2018] [Revised: 06/28/2018] [Accepted: 07/24/2018] [Indexed: 12/11/2022] Open
Abstract
Cancer-derived extracellular vesicles (EVs) are membrane-enclosed structures of highly variable size. EVs contain a myriad of substances (proteins, lipid, RNA, DNA) that provide a reservoir of circulating molecules, thus offering a good source of biomarkers. We demonstrate here that large EVs (L-EV) (large oncosomes) isolated from prostate cancer (PCa) cells and patient plasma are an EV population that is enriched in chromosomal DNA, including large fragments up to 2 million base pair long. While L-EVs and small EVs (S-EV) (exosomes) isolated from the same cells contained similar amounts of protein, the DNA was more abundant in L-EV, despite S-EVs being more numerous. Consistent with in vitro observations, the abundance of DNA in L-EV obtained from PCa patient plasma was variable but frequently high. Conversely, negligible amounts of DNA were present in the S-EVs from the same patients. Controlled experimental conditions, with spike-ins of L-EVs and S-EVs from cancer cells in human plasma from healthy subjects, showed that circulating DNA is almost exclusively enclosed in L-EVs. Whole genome sequencing revealed that the DNA in L-EVs reflects genetic aberrations of the cell of origin, including copy number variations of genes frequently altered in metastatic PCa (i.e. MYC, AKT1, PTK2, KLF10 and PTEN). These results demonstrate that L-EV-derived DNA reflects the genomic make-up of the tumour of origin. They also support the conclusion that L-EVs are the fraction of plasma EVs with DNA content that should be interrogated for tumour-derived genomic alterations.
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Affiliation(s)
- Tatyana Vagner
- Department of Biomedical Sciences, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Department of Pathology and Laboratory Medicine, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Samuel Oschin Comprehensive Cancer Institute, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Department of Surgery, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Cristiana Spinelli
- Department of Biomedical Sciences, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Department of Pathology and Laboratory Medicine, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Samuel Oschin Comprehensive Cancer Institute, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Department of Surgery, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Department of Pediatrics, McGill University, The Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Valentina R Minciacchi
- Department of Biomedical Sciences, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Department of Pathology and Laboratory Medicine, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Samuel Oschin Comprehensive Cancer Institute, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Department of Surgery, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Georg-Speyer-Haus, Institute for Tumor Biology and Experimental Therapy, Frankfurt, Germany
| | - Leonora Balaj
- Department of Neurology, Program in Neuroscience, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Mandana Zandian
- Department of Biomedical Sciences, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Department of Pathology and Laboratory Medicine, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Samuel Oschin Comprehensive Cancer Institute, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Department of Surgery, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Andrew Conley
- Department of Pathology and Laboratory Medicine, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Andries Zijlstra
- Dep nartment of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Michael R Freeman
- Department of Biomedical Sciences, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Department of Pathology and Laboratory Medicine, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Samuel Oschin Comprehensive Cancer Institute, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Department of Surgery, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Department of Medicine, University of California, Los Angeles, CA, USA
| | | | - Subhajyoti De
- Department of Pathology and Laboratory Medicine, Rutgers Cancer Institute, Rutgers the State University of New Jersey, New Brunswick, NJ, USA
| | - Edwin M Posadas
- Urologic Oncology Program and Uro-Oncology Research Laboratories, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Hisashi Tanaka
- Department of Biomedical Sciences, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Samuel Oschin Comprehensive Cancer Institute, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Department of Surgery, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Dolores Di Vizio
- Department of Biomedical Sciences, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Department of Pathology and Laboratory Medicine, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Samuel Oschin Comprehensive Cancer Institute, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Department of Surgery, Division of Cancer Biology and Therapeutics, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Department of Medicine, University of California, Los Angeles, CA, USA
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Ricklefs FL, Alayo Q, Krenzlin H, Mahmoud AB, Speranza MC, Nakashima H, Hayes JL, Lee K, Balaj L, Passaro C, Rooj AK, Krasemann S, Carter BS, Chen CC, Steed T, Treiber J, Rodig S, Yang K, Nakano I, Lee H, Weissleder R, Breakefield XO, Godlewski J, Westphal M, Lamszus K, Freeman GJ, Bronisz A, Lawler SE, Chiocca EA. Immune evasion mediated by PD-L1 on glioblastoma-derived extracellular vesicles. Sci Adv 2018; 4:eaar2766. [PMID: 29532035 PMCID: PMC5842038 DOI: 10.1126/sciadv.aar2766] [Citation(s) in RCA: 368] [Impact Index Per Article: 61.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
Binding of programmed death ligand-1 (PD-L1) to programmed cell death protein-1 (PD1) leads to cancer immune evasion via inhibition of T cell function. One of the defining characteristics of glioblastoma, a universally fatal brain cancer, is its profound local and systemic immunosuppression. Glioblastoma has also been shown to generate extracellular vesicles (EVs), which may play an important role in tumor progression. We thus hypothesized that glioblastoma EVs may be important mediators of immunosuppression and that PD-L1 could play a role. We show that glioblastoma EVs block T cell activation and proliferation in response to T cell receptor stimulation. PD-L1 was expressed on the surface of some, but not of all, glioblastoma-derived EVs, with the potential to directly bind to PD1. An anti-PD1 receptor blocking antibody significantly reversed the EV-mediated blockade of T cell activation but only when PD-L1 was present on EVs. When glioblastoma PD-L1 was up-regulated by IFN-γ, EVs also showed some PD-L1-dependent inhibition of T cell activation. PD-L1 expression correlated with the mesenchymal transcriptome profile and was anatomically localized in the perinecrotic and pseudopalisading niche of human glioblastoma specimens. PD-L1 DNA was present in circulating EVs from glioblastoma patients where it correlated with tumor volumes of up to 60 cm3. These results suggest that PD-L1 on EVs may be another mechanism for glioblastoma to suppress antitumor immunity and support the potential of EVs as biomarkers in tumor patients.
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Affiliation(s)
- Franz L. Ricklefs
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
- Department of Neurosurgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Quazim Alayo
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Harald Krenzlin
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Ahmad B. Mahmoud
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
- College of Applied Medical Sciences, Taibah University, Madinah Munawwarah, Saudi Arabia
| | - Maria C. Speranza
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Hiroshi Nakashima
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Josie L. Hayes
- School of Public Health, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Kyungheon Lee
- Center for Systems Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Carmela Passaro
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Arun K. Rooj
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Susanne Krasemann
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Bob S. Carter
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Clark C. Chen
- Department of Neurosurgery, University of California, San Diego, La Jolla, CA 92121, USA
| | - Tyler Steed
- Department of Neurosurgery, University of California, San Diego, La Jolla, CA 92121, USA
| | - Jeffrey Treiber
- Department of Neurosurgery, University of California, San Diego, La Jolla, CA 92121, USA
| | - Scott Rodig
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Katherine Yang
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Ichiro Nakano
- Comprehensive Cancer Center, University of Birmingham, Birmingham, AL 35294, USA
| | - Hakho Lee
- Center for Systems Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Ralph Weissleder
- Center for Systems Biology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Xandra O. Breakefield
- Departments of Neurology and Radiology, Massachusetts General Hospital and Program in Neuroscience, Harvard Medical School, Boston, MA 02114, USA
| | - Jakub Godlewski
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Manfred Westphal
- Department of Neurosurgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Katrin Lamszus
- Department of Neurosurgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Gordon J. Freeman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Agnieszka Bronisz
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Sean E. Lawler
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
- Corresponding author. (E.A.C.); (S.E.L.)
| | - E. Antonio Chiocca
- Harvey Cushing Neuro-Oncology Laboratories, Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
- Corresponding author. (E.A.C.); (S.E.L.)
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43
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Lee K, Fraser K, Ghaddar B, Yang K, Kim E, Balaj L, Chiocca EA, Breakefield XO, Lee H, Weissleder R. Multiplexed Profiling of Single Extracellular Vesicles. ACS Nano 2018; 12:494-503. [PMID: 29286635 PMCID: PMC5898240 DOI: 10.1021/acsnano.7b07060] [Citation(s) in RCA: 210] [Impact Index Per Article: 35.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Extracellular vesicles (EV) are a family of cell-originating, membrane-enveloped nanoparticles with diverse biological function, diagnostic potential, and therapeutic applications. While EV can be abundant in circulation, their small size (∼4 order of magnitude smaller than cells) has necessitated bulk analyses, making many more nuanced biological explorations, cell of origin questions, or heterogeneity investigations impossible. Here we describe a single EV analysis (SEA) technique which is simple, sensitive, multiplexable, and practical. We profiled glioblastoma EV and discovered surprising variations in putative pan-EV as well as tumor cell markers on EV. These analyses shed light on the heterogeneous biomarker profiles of EV. The SEA technology has the potential to address fundamental questions in vesicle biology and clinical applications.
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Affiliation(s)
- Kyungheon Lee
- Center for Systems Biology, Massachusetts General Hospital, 185 Cambridge St, CPZN 5206, Boston, Massachusetts 02114, United States
| | - Kyle Fraser
- Center for Systems Biology, Massachusetts General Hospital, 185 Cambridge St, CPZN 5206, Boston, Massachusetts 02114, United States
| | - Bassel Ghaddar
- Center for Systems Biology, Massachusetts General Hospital, 185 Cambridge St, CPZN 5206, Boston, Massachusetts 02114, United States
| | - Katy Yang
- Center for Systems Biology, Massachusetts General Hospital, 185 Cambridge St, CPZN 5206, Boston, Massachusetts 02114, United States
| | - Eunha Kim
- Center for Systems Biology, Massachusetts General Hospital, 185 Cambridge St, CPZN 5206, Boston, Massachusetts 02114, United States
| | - Leonora Balaj
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts 02114, United States
| | - E. Antonio Chiocca
- Department of Neurosurgery, Brigham and Women’s Hospital, Boston, Massachusetts 02115, United States
| | - Xandra O. Breakefield
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts 02114, United States
| | - Hakho Lee
- Center for Systems Biology, Massachusetts General Hospital, 185 Cambridge St, CPZN 5206, Boston, Massachusetts 02114, United States
- Corresponding Authors. .
| | - Ralph Weissleder
- Center for Systems Biology, Massachusetts General Hospital, 185 Cambridge St, CPZN 5206, Boston, Massachusetts 02114, United States
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts 02114, United States
- Department of Systems Biology, Harvard Medical School, 200 Longwood Ave, Boston, Massachusetts 02115, United States
- Corresponding Authors. .
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Reátegui E, van der Vos KE, Lai CP, Zeinali M, Atai NA, Aldikacti B, Floyd FP, H Khankhel A, Thapar V, Hochberg FH, Sequist LV, Nahed BV, S Carter B, Toner M, Balaj L, T Ting D, Breakefield XO, Stott SL. Engineered nanointerfaces for microfluidic isolation and molecular profiling of tumor-specific extracellular vesicles. Nat Commun 2018; 9:175. [PMID: 29330365 PMCID: PMC5766611 DOI: 10.1038/s41467-017-02261-1] [Citation(s) in RCA: 202] [Impact Index Per Article: 33.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Accepted: 11/16/2017] [Indexed: 12/21/2022] Open
Abstract
Extracellular vesicles (EVs) carry RNA, DNA, proteins, and lipids. Specifically, tumor-derived EVs have the potential to be utilized as disease-specific biomarkers. However, a lack of methods to isolate tumor-specific EVs has limited their use in clinical settings. Here we report a sensitive analytical microfluidic platform (EVHB-Chip) that enables tumor-specific EV-RNA isolation within 3 h. Using the EVHB-Chip, we achieve 94% tumor-EV specificity, a limit of detection of 100 EVs per μL, and a 10-fold increase in tumor RNA enrichment in comparison to other methods. Our approach allows for the subsequent release of captured tumor EVs, enabling downstream characterization and functional studies. Processing serum and plasma samples from glioblastoma multiforme (GBM) patients, we can detect the mutant EGFRvIII mRNA. Moreover, using next-generation RNA sequencing, we identify genes specific to GBM as well as transcripts that are hallmarks for the four genetic subtypes of the disease. Extracellular vesicles can carry many different types of biological cargo and have been investigated as a biomarker for cancer diagnosis. Here the authors develop a microfluidic platform for rapid and sensitive isolation of tumor-specific extracellular vesicles.
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Affiliation(s)
- Eduardo Reátegui
- Center for Engineering in Medicine, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA.,Harvard Medical School, Boston, MA, 02114, USA.,Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA.,Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, 02114, USA.,Shriners Hospital for Children, Harvard Medical School, Boston, MA, 02114, USA.,William G. Lowrie Department of Chemical and Biomolecular Engineering, Comprehensive Cancer Center, The Ohio State University, Columbus, OH, 43210, USA
| | - Kristan E van der Vos
- Neurodiscovery Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02124, USA.,Department of Molecular Carcinogenesis, Netherlands Cancer Institute, 1066, CX, Amsterdam, The Netherlands
| | - Charles P Lai
- Neurodiscovery Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02124, USA.,Institute of Atomic and Molecular Sciences, Academia Sinica, Taipei, 10617, Taiwan
| | - Mahnaz Zeinali
- Center for Engineering in Medicine, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA.,Harvard Medical School, Boston, MA, 02114, USA.,Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA.,Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, 02114, USA
| | - Nadia A Atai
- Neurodiscovery Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02124, USA
| | - Berent Aldikacti
- Center for Engineering in Medicine, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA.,Harvard Medical School, Boston, MA, 02114, USA.,Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, 02114, USA
| | - Frederick P Floyd
- Center for Engineering in Medicine, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA.,Harvard Medical School, Boston, MA, 02114, USA.,Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
| | - Aimal H Khankhel
- Center for Engineering in Medicine, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA.,Harvard Medical School, Boston, MA, 02114, USA.,Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
| | - Vishal Thapar
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, 02114, USA
| | - Fred H Hochberg
- Department of Neurosurgery, University of California San Diego, La Jolla, CA, 92093, USA
| | - Lecia V Sequist
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, 02114, USA.,Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
| | - Brian V Nahed
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, 02114, USA.,Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02124, USA
| | - Bob S Carter
- Department of Neurosurgery, University of California San Diego, La Jolla, CA, 92093, USA
| | - Mehmet Toner
- Center for Engineering in Medicine, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA.,Harvard Medical School, Boston, MA, 02114, USA.,Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA.,Shriners Hospital for Children, Harvard Medical School, Boston, MA, 02114, USA
| | - Leonora Balaj
- Neurodiscovery Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02124, USA
| | - David T Ting
- Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, 02114, USA
| | - Xandra O Breakefield
- Neurodiscovery Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02124, USA.,Department of Neurology and Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA
| | - Shannon L Stott
- Center for Engineering in Medicine, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, 02129, USA. .,Harvard Medical School, Boston, MA, 02114, USA. .,Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA. .,Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, 02114, USA. .,Shriners Hospital for Children, Harvard Medical School, Boston, MA, 02114, USA. .,Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA.
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Abstract
Understanding the role of extracellular RNA (exRNA) has emerged as an exciting avenue for biomarker, therapeutic, as well as basic cell-cell communication applications and discoveries. Multiple protocols, kits, and procedures have been developed in the last decade to allow fractionation as well as isolation of subpopulations of macromolecules of interest found in biofluids. Here, we introduce the protocols decision tree developed by the Extracellular RNA Communication Consortium and available on their website (exRNA portal), and compare all methods currently available to the exRNA field and report pros and cons for each platform.
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Affiliation(s)
- Julia Small
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Sabrina Roy
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA, USA.,Human Biology Department, University of Toronto, ON, Canada
| | - Roger Alexander
- Pacific Northwest Diabetes Research Institute, Seattle, WA, USA
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
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46
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Wei Z, Batagov AO, Schinelli S, Wang J, Wang Y, El Fatimy R, Rabinovsky R, Balaj L, Chen CC, Hochberg F, Carter B, Breakefield XO, Krichevsky AM. Coding and noncoding landscape of extracellular RNA released by human glioma stem cells. Nat Commun 2017; 8:1145. [PMID: 29074968 PMCID: PMC5658400 DOI: 10.1038/s41467-017-01196-x] [Citation(s) in RCA: 334] [Impact Index Per Article: 47.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Accepted: 08/25/2017] [Indexed: 02/07/2023] Open
Abstract
Tumor-released RNA may mediate intercellular communication and serve as biomarkers. Here we develop a protocol enabling quantitative, minimally biased analysis of extracellular RNAs (exRNAs) associated with microvesicles, exosomes (collectively called EVs), and ribonucleoproteins (RNPs). The exRNA complexes isolated from patient-derived glioma stem-like cultures exhibit distinct compositions, with microvesicles most closely reflecting cellular transcriptome. exRNA is enriched in small ncRNAs, such as miRNAs in exosomes, and precisely processed tRNA and Y RNA fragments in EVs and exRNPs. EV-enclosed mRNAs are mostly fragmented, and UTRs enriched; nevertheless, some full-length mRNAs are present. Overall, there is less than one copy of non-rRNA per EV. Our results suggest that massive EV/exRNA uptake would be required to ensure functional impact of transferred RNA on brain recipient cells and predict the most impactful miRNAs in such conditions. This study also provides a catalog of diverse exRNAs useful for biomarker discovery and validates its feasibility on cerebrospinal fluid. While circulating DNA has been extensively explored as a potential cancer biomarker, RNA potential has been overlooked so far. Here the authors present a comprehensive analysis of extracellular RNA secreted by glioblastoma cells that could prove a valuable resource for biomarker discovery and a means of intercellular communication.
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Affiliation(s)
- Zhiyun Wei
- Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, HMS Initiative for RNA Medicine, Boston, MA, 02115, USA
| | - Arsen O Batagov
- Vishuo Biomedical, #3-33 Teletech Park, 20 Science Park Road, Singapore, 117674, Singapore
| | - Sergio Schinelli
- Department of Drug Sciences, University of Pavia, Pavia, 27100, Italy
| | - Jintu Wang
- Beijing Genomics Institute, Shenzhen, 518083, China
| | - Yang Wang
- Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, HMS Initiative for RNA Medicine, Boston, MA, 02115, USA
| | - Rachid El Fatimy
- Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, HMS Initiative for RNA Medicine, Boston, MA, 02115, USA
| | - Rosalia Rabinovsky
- Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, HMS Initiative for RNA Medicine, Boston, MA, 02115, USA
| | - Leonora Balaj
- Department of Neurology and Radiology, Massachusetts General Hospital and Program in Neuroscience, Harvard Medical School, Charlestown, MA, 02129, USA
| | - Clark C Chen
- Neurosurgery Department, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Fred Hochberg
- Department of Neurosurgery, University of California, La Jolla, San Diego, CA, 92093, USA.,Scintillon Institute, San Diego, CA, 92121, USA
| | - Bob Carter
- Department of Neurosurgery, University of California, La Jolla, San Diego, CA, 92093, USA
| | - Xandra O Breakefield
- Department of Neurology and Radiology, Massachusetts General Hospital and Program in Neuroscience, Harvard Medical School, Charlestown, MA, 02129, USA
| | - Anna M Krichevsky
- Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, HMS Initiative for RNA Medicine, Boston, MA, 02115, USA.
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Abstract
INTRODUCTION Minimally invasive methods will augment the clinical approach for establishing the diagnosis or monitoring treatment response of central nervous system tumors. Liquid biopsy by blood or cerebrospinal fluid sampling holds promise in this regard. Areas covered: In this literature review, the authors highlight recent studies describing the analysis of circulating tumor cells, cell free nucleic acids, and extracellular vesicles as strategies to accomplish liquid biopsy in glioblastoma and metastatic tumors. The authors then discuss the continued efforts to improve signal detection, standardize the liquid biopsy handling and preparation, develop platforms for clinical application, and establish a role for liquid biopsies in personalized medicine. Expert commentary: As the technologies used to analyze these biomarkers continue to evolve, we propose that there is a future potential to precisely diagnose and monitor treatment response with liquid biopsies.
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Affiliation(s)
- Ganesh M. Shankar
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA, USA
| | - Leonora Balaj
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA, USA
| | - Shannon L. Stott
- Cancer Center, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Brian Nahed
- Cancer Center, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Bob S. Carter
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA, USA
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Chou SHY, Lan J, Esposito E, Ning M, Balaj L, Ji X, Lo EH, Hayakawa K. Extracellular Mitochondria in Cerebrospinal Fluid and Neurological Recovery After Subarachnoid Hemorrhage. Stroke 2017; 48:2231-2237. [PMID: 28663512 DOI: 10.1161/strokeaha.117.017758] [Citation(s) in RCA: 87] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2017] [Revised: 05/22/2017] [Accepted: 05/25/2017] [Indexed: 12/22/2022]
Abstract
BACKGROUND AND PURPOSE Recent studies suggest that extracellular mitochondria may be involved in the pathophysiology of stroke. In this study, we assessed the functional relevance of endogenous extracellular mitochondria in cerebrospinal fluid (CSF) in rats and humans after subarachnoid hemorrhage (SAH). METHODS A standard rat model of SAH was used, where an intraluminal suture was used to perforate a cerebral artery, thus leading to blood extravasation into subarachnoid space. At 24 and 72 hours after SAH, neurological outcomes were measured, and the standard JC1 (5,5',6,6'-tetrachloro-1,1',3,3'-tetraethyl-benzimidazolylcarbocyanineiodide) assay was used to quantify mitochondrial membrane potentials in the CSF. To further support the rat model experiments, CSF samples were obtained from 41 patients with SAH and 27 control subjects. Mitochondrial membrane potentials were measured with the JC1 assay, and correlations with clinical outcomes were assessed at 3 months. RESULTS In the standard rat model of SAH, extracellular mitochondria was detected in CSF at 24 and 72 hours after injury. JC1 assays demonstrated that mitochondrial membrane potentials in CSF were decreased after SAH compared with sham-operated controls. In human CSF samples, extracellular mitochondria were also detected, and JC1 levels were also reduced after SAH. Furthermore, higher mitochondrial membrane potentials in the CSF were correlated with good clinical recovery at 3 months after SAH onset. CONCLUSIONS This proof-of-concept study suggests that extracellular mitochondria may provide a biomarker-like glimpse into brain integrity and recovery after injury.
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Affiliation(s)
- Sherry H-Y Chou
- From the Neuroprotection Research Laboratories, Departments of Radiology and Neurology (S.H.-Y.C., J.L., E.E., M.N., E.H.L., K.H.) and Clinical Proteomics Research Center, Department of Neurology (M.N., E.H.L.), Massachusetts General Hospital and Harvard Medical School, Boston; Departments of Critical Care Medicine, Neurology, and Neurosurgery, University of Pittsburgh, PA (S.H.-Y.C.); Department of Neurology, Brigham and Women's Hospital, Boston, MA (S.H.-Y.C.); Cerebrovascular Research Center, Xuanwu Hospital, Capital Medical University, Beijing, China (J.L., X.J.); and Department of Neurology, Massachusetts General Hospital and Program in Neuroscience, Harvard Medical School, Boston (L.B.)
| | - Jing Lan
- From the Neuroprotection Research Laboratories, Departments of Radiology and Neurology (S.H.-Y.C., J.L., E.E., M.N., E.H.L., K.H.) and Clinical Proteomics Research Center, Department of Neurology (M.N., E.H.L.), Massachusetts General Hospital and Harvard Medical School, Boston; Departments of Critical Care Medicine, Neurology, and Neurosurgery, University of Pittsburgh, PA (S.H.-Y.C.); Department of Neurology, Brigham and Women's Hospital, Boston, MA (S.H.-Y.C.); Cerebrovascular Research Center, Xuanwu Hospital, Capital Medical University, Beijing, China (J.L., X.J.); and Department of Neurology, Massachusetts General Hospital and Program in Neuroscience, Harvard Medical School, Boston (L.B.)
| | - Elga Esposito
- From the Neuroprotection Research Laboratories, Departments of Radiology and Neurology (S.H.-Y.C., J.L., E.E., M.N., E.H.L., K.H.) and Clinical Proteomics Research Center, Department of Neurology (M.N., E.H.L.), Massachusetts General Hospital and Harvard Medical School, Boston; Departments of Critical Care Medicine, Neurology, and Neurosurgery, University of Pittsburgh, PA (S.H.-Y.C.); Department of Neurology, Brigham and Women's Hospital, Boston, MA (S.H.-Y.C.); Cerebrovascular Research Center, Xuanwu Hospital, Capital Medical University, Beijing, China (J.L., X.J.); and Department of Neurology, Massachusetts General Hospital and Program in Neuroscience, Harvard Medical School, Boston (L.B.)
| | - MingMing Ning
- From the Neuroprotection Research Laboratories, Departments of Radiology and Neurology (S.H.-Y.C., J.L., E.E., M.N., E.H.L., K.H.) and Clinical Proteomics Research Center, Department of Neurology (M.N., E.H.L.), Massachusetts General Hospital and Harvard Medical School, Boston; Departments of Critical Care Medicine, Neurology, and Neurosurgery, University of Pittsburgh, PA (S.H.-Y.C.); Department of Neurology, Brigham and Women's Hospital, Boston, MA (S.H.-Y.C.); Cerebrovascular Research Center, Xuanwu Hospital, Capital Medical University, Beijing, China (J.L., X.J.); and Department of Neurology, Massachusetts General Hospital and Program in Neuroscience, Harvard Medical School, Boston (L.B.)
| | - Leonora Balaj
- From the Neuroprotection Research Laboratories, Departments of Radiology and Neurology (S.H.-Y.C., J.L., E.E., M.N., E.H.L., K.H.) and Clinical Proteomics Research Center, Department of Neurology (M.N., E.H.L.), Massachusetts General Hospital and Harvard Medical School, Boston; Departments of Critical Care Medicine, Neurology, and Neurosurgery, University of Pittsburgh, PA (S.H.-Y.C.); Department of Neurology, Brigham and Women's Hospital, Boston, MA (S.H.-Y.C.); Cerebrovascular Research Center, Xuanwu Hospital, Capital Medical University, Beijing, China (J.L., X.J.); and Department of Neurology, Massachusetts General Hospital and Program in Neuroscience, Harvard Medical School, Boston (L.B.)
| | - Xunming Ji
- From the Neuroprotection Research Laboratories, Departments of Radiology and Neurology (S.H.-Y.C., J.L., E.E., M.N., E.H.L., K.H.) and Clinical Proteomics Research Center, Department of Neurology (M.N., E.H.L.), Massachusetts General Hospital and Harvard Medical School, Boston; Departments of Critical Care Medicine, Neurology, and Neurosurgery, University of Pittsburgh, PA (S.H.-Y.C.); Department of Neurology, Brigham and Women's Hospital, Boston, MA (S.H.-Y.C.); Cerebrovascular Research Center, Xuanwu Hospital, Capital Medical University, Beijing, China (J.L., X.J.); and Department of Neurology, Massachusetts General Hospital and Program in Neuroscience, Harvard Medical School, Boston (L.B.)
| | - Eng H Lo
- From the Neuroprotection Research Laboratories, Departments of Radiology and Neurology (S.H.-Y.C., J.L., E.E., M.N., E.H.L., K.H.) and Clinical Proteomics Research Center, Department of Neurology (M.N., E.H.L.), Massachusetts General Hospital and Harvard Medical School, Boston; Departments of Critical Care Medicine, Neurology, and Neurosurgery, University of Pittsburgh, PA (S.H.-Y.C.); Department of Neurology, Brigham and Women's Hospital, Boston, MA (S.H.-Y.C.); Cerebrovascular Research Center, Xuanwu Hospital, Capital Medical University, Beijing, China (J.L., X.J.); and Department of Neurology, Massachusetts General Hospital and Program in Neuroscience, Harvard Medical School, Boston (L.B.)
| | - Kazuhide Hayakawa
- From the Neuroprotection Research Laboratories, Departments of Radiology and Neurology (S.H.-Y.C., J.L., E.E., M.N., E.H.L., K.H.) and Clinical Proteomics Research Center, Department of Neurology (M.N., E.H.L.), Massachusetts General Hospital and Harvard Medical School, Boston; Departments of Critical Care Medicine, Neurology, and Neurosurgery, University of Pittsburgh, PA (S.H.-Y.C.); Department of Neurology, Brigham and Women's Hospital, Boston, MA (S.H.-Y.C.); Cerebrovascular Research Center, Xuanwu Hospital, Capital Medical University, Beijing, China (J.L., X.J.); and Department of Neurology, Massachusetts General Hospital and Program in Neuroscience, Harvard Medical School, Boston (L.B.).
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Ricklefs FL, Speranza MC, Hayes J, Balaj L, Breakefield XO, Bronisz A, Carter B, Freeman G, Lawler S, Chiocca EA. P06.07 Immune evasion mediated by PD-L1 on glioblastoma derived extracellular vesicles. Neuro Oncol 2017. [DOI: 10.1093/neuonc/nox036.181] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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50
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Hall J, Prabhakar S, Balaj L, Lai CP, Cerione RA, Breakefield XO. Delivery of Therapeutic Proteins via Extracellular Vesicles: Review and Potential Treatments for Parkinson's Disease, Glioma, and Schwannoma. Cell Mol Neurobiol 2016; 36:417-27. [PMID: 27017608 PMCID: PMC4860146 DOI: 10.1007/s10571-015-0309-0] [Citation(s) in RCA: 72] [Impact Index Per Article: 9.0] [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: 08/26/2015] [Accepted: 11/20/2015] [Indexed: 12/20/2022]
Abstract
Extracellular vesicles present an attractive delivery vehicle for therapeutic proteins. They intrinsically contain many proteins which can provide information to other cells. Advantages include reduced immune reactivity, especially if derived from the same host, stability in biologic fluids, and ability to target uptake. Those from mesenchymal stem cells appear to be intrinsically therapeutic, while those from cancer cells promote tumor progression. Therapeutic proteins can be loaded into vesicles by overexpression in the donor cell, with oligomerization and membrane sequences increasing their loading. Examples of protein delivery for therapeutic benefit in pre-clinical models include delivery of: catalase for Parkinson's disease to reduce oxidative stress and thus help neurons to survive; prodrug activating enzymes which can convert a prodrug which crosses the blood-brain barrier into a toxic chemotherapeutic drug for schwannomas and gliomas; and the apoptosis-inducing enzyme, caspase-1 under a Schwann cell specific promoter for schwannoma. This therapeutic delivery strategy is novel and being explored for a number of diseases.
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Affiliation(s)
- Justin Hall
- Departments of Chemistry and Chemical Biology and Molecular Medicine, Cornell University, Ithaca, NY, 14853, USA
- Department of Neurology and Center for Molecular Imaging Research, Department of Radiology, Massachusetts General Hospital and NeuroDiscovery Center, Harvard Medical School, Boston, MA, 02114, USA
| | - Shilpa Prabhakar
- Department of Neurology and Center for Molecular Imaging Research, Department of Radiology, Massachusetts General Hospital and NeuroDiscovery Center, Harvard Medical School, Boston, MA, 02114, USA
| | - Leonora Balaj
- Department of Neurology and Center for Molecular Imaging Research, Department of Radiology, Massachusetts General Hospital and NeuroDiscovery Center, Harvard Medical School, Boston, MA, 02114, USA
| | - Charles P Lai
- Department of Neurology and Center for Molecular Imaging Research, Department of Radiology, Massachusetts General Hospital and NeuroDiscovery Center, Harvard Medical School, Boston, MA, 02114, USA
- Institute of Biomedical Engineering, National Tsing Hua University, Hsinchu, 30013, Taiwan
| | - Richard A Cerione
- Departments of Chemistry and Chemical Biology and Molecular Medicine, Cornell University, Ithaca, NY, 14853, USA
| | - Xandra O Breakefield
- Department of Neurology and Center for Molecular Imaging Research, Department of Radiology, Massachusetts General Hospital and NeuroDiscovery Center, Harvard Medical School, Boston, MA, 02114, USA.
- Molecular Neurogenetics Unit, Massachusetts General Hospital-East, 13th Street, Building 149, Charlestown, MA, 02129, USA.
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