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Misra S, Khan EI, Lam TT, Mazumder R, Gururangan K, Hickman LB, Goswami V, Funaro MC, Eldem E, Sansing LH, Sico JJ, Quinn TJ, Liebeskind DS, Montaner J, Kwan P, Mishra NK. Common Pathways of Epileptogenesis in Patients With Epilepsy Post-Brain Injury: Findings From a Systematic Review and Meta-analysis. Neurology 2023; 101:e2243-e2256. [PMID: 37550071 PMCID: PMC10727219 DOI: 10.1212/wnl.0000000000207749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 09/13/2023] [Indexed: 08/09/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Epilepsy may result from various brain injuries, including stroke (ischemic and hemorrhagic), traumatic brain injury, and infections. Identifying shared common biological pathways and biomarkers of the epileptogenic process initiated by the different injuries may lead to novel targets for preventing the development of epilepsy. We systematically reviewed biofluid biomarkers to test their association with the risk of post-brain injury epilepsy. METHODS We searched articles until January 25, 2022, in MEDLINE, Embase, PsycInfo, Web of Science, and Cochrane. The primary outcome was the difference in mean biomarker levels in patients with and without post-brain injury epilepsy. We used the modified quality score on prognostic studies for risk of bias assessment. We calculated each biomarker's pooled standardized mean difference (SMD) and 95% CI. Molecular interaction network and enrichment analyses were conducted in Cytoscape (PROSPERO CRD42021297110). RESULTS We included 22 studies with 1,499 cases with post-brain injury epilepsy and 7,929 controls without post-brain injury epilepsy. Forty-five biomarkers in the blood or CSF were investigated with samples collected at disparate time points. Of 22 studies, 21 had a moderate-to-high risk of bias. Most of the biomarkers (28/45) were investigated in single studies; only 9 provided validation data, and studies used variable definitions for early-onset and late-onset seizures. A meta-analysis was possible for 19 biomarkers. Blood glucose levels in 4 studies were significantly higher in patients with poststroke epilepsy (PSE) than those without PSE (SMD 0.44; CI 0.19-0.69). From individual studies, 15 biomarkers in the blood and 7 in the CSF were significantly associated with post-brain injury epilepsy. Enrichment analysis identified that the significant biomarkers (interleukin [IL]-6, IL-1β]) were predominantly inflammation related. DISCUSSION We cannot yet recommend using the reported biomarkers for designing antiepileptogenesis trials or use in the clinical setting because of methodological heterogeneity, bias in the included studies, and insufficient validation studies. Although our analyses indicate the plausible role of inflammation in epileptogenesis, this is likely not the only mechanism. For example, an individual's genetic susceptibilities might contribute to his/her risk of epileptogenesis after brain injury. Rigorously designed biomarker studies with methods acceptable to the regulatory bodies should be conducted.
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Affiliation(s)
- Shubham Misra
- From the Department of Neurology (S.M., E.E., L.H.S., J.J.S., N.K.M.), Yale University School of Medicine, New Haven, CT; Medical School (E.I.K.), B.J. Medical College and Civil Hospital, Ahmedabad, India; Keck MS & Proteomics Resource (T.T.L.), Yale University School of Medicine, New Haven, CT; Department of Neurology (R.M., K.G., L.B.H., D.S.L.), University of California, Los Angeles; Department of Neurology (K.G.), Icahn School of Medicine at Mount Sinai, New York, NY; Department of Neurology (V.G.), Tower Health, Philadelphia, PA; Harvey Cushing/John Hay Whitney Medical Library (M.C.F.), Yale University, New Haven, CT; Department of Immunobiology (L.H.S.), Yale University School of Medicine, New Haven, CT; Institute of Cardiovascular and Medical Sciences (T.J.Q.), University of Glasgow, Scotland, UK; Institute de Biomedicine of Seville (J.M.), IBiS/Hospital Universitario Virgen del Rocío/CSIC/University of Seville; Department of Neurology (J.M.), Hospital Universitario Virgen Macarena, Seville; Neurovascular Research Laboratory Vall d'Hebron Institute of Research (VHIR) (J.M.), Barcelona, Spain; and Department of Neuroscience (P.K.), Central Clinical School, Monash University, Melbourne, Australia
| | - Erum I Khan
- From the Department of Neurology (S.M., E.E., L.H.S., J.J.S., N.K.M.), Yale University School of Medicine, New Haven, CT; Medical School (E.I.K.), B.J. Medical College and Civil Hospital, Ahmedabad, India; Keck MS & Proteomics Resource (T.T.L.), Yale University School of Medicine, New Haven, CT; Department of Neurology (R.M., K.G., L.B.H., D.S.L.), University of California, Los Angeles; Department of Neurology (K.G.), Icahn School of Medicine at Mount Sinai, New York, NY; Department of Neurology (V.G.), Tower Health, Philadelphia, PA; Harvey Cushing/John Hay Whitney Medical Library (M.C.F.), Yale University, New Haven, CT; Department of Immunobiology (L.H.S.), Yale University School of Medicine, New Haven, CT; Institute of Cardiovascular and Medical Sciences (T.J.Q.), University of Glasgow, Scotland, UK; Institute de Biomedicine of Seville (J.M.), IBiS/Hospital Universitario Virgen del Rocío/CSIC/University of Seville; Department of Neurology (J.M.), Hospital Universitario Virgen Macarena, Seville; Neurovascular Research Laboratory Vall d'Hebron Institute of Research (VHIR) (J.M.), Barcelona, Spain; and Department of Neuroscience (P.K.), Central Clinical School, Monash University, Melbourne, Australia
| | - TuKiet T Lam
- From the Department of Neurology (S.M., E.E., L.H.S., J.J.S., N.K.M.), Yale University School of Medicine, New Haven, CT; Medical School (E.I.K.), B.J. Medical College and Civil Hospital, Ahmedabad, India; Keck MS & Proteomics Resource (T.T.L.), Yale University School of Medicine, New Haven, CT; Department of Neurology (R.M., K.G., L.B.H., D.S.L.), University of California, Los Angeles; Department of Neurology (K.G.), Icahn School of Medicine at Mount Sinai, New York, NY; Department of Neurology (V.G.), Tower Health, Philadelphia, PA; Harvey Cushing/John Hay Whitney Medical Library (M.C.F.), Yale University, New Haven, CT; Department of Immunobiology (L.H.S.), Yale University School of Medicine, New Haven, CT; Institute of Cardiovascular and Medical Sciences (T.J.Q.), University of Glasgow, Scotland, UK; Institute de Biomedicine of Seville (J.M.), IBiS/Hospital Universitario Virgen del Rocío/CSIC/University of Seville; Department of Neurology (J.M.), Hospital Universitario Virgen Macarena, Seville; Neurovascular Research Laboratory Vall d'Hebron Institute of Research (VHIR) (J.M.), Barcelona, Spain; and Department of Neuroscience (P.K.), Central Clinical School, Monash University, Melbourne, Australia
| | - Rajarshi Mazumder
- From the Department of Neurology (S.M., E.E., L.H.S., J.J.S., N.K.M.), Yale University School of Medicine, New Haven, CT; Medical School (E.I.K.), B.J. Medical College and Civil Hospital, Ahmedabad, India; Keck MS & Proteomics Resource (T.T.L.), Yale University School of Medicine, New Haven, CT; Department of Neurology (R.M., K.G., L.B.H., D.S.L.), University of California, Los Angeles; Department of Neurology (K.G.), Icahn School of Medicine at Mount Sinai, New York, NY; Department of Neurology (V.G.), Tower Health, Philadelphia, PA; Harvey Cushing/John Hay Whitney Medical Library (M.C.F.), Yale University, New Haven, CT; Department of Immunobiology (L.H.S.), Yale University School of Medicine, New Haven, CT; Institute of Cardiovascular and Medical Sciences (T.J.Q.), University of Glasgow, Scotland, UK; Institute de Biomedicine of Seville (J.M.), IBiS/Hospital Universitario Virgen del Rocío/CSIC/University of Seville; Department of Neurology (J.M.), Hospital Universitario Virgen Macarena, Seville; Neurovascular Research Laboratory Vall d'Hebron Institute of Research (VHIR) (J.M.), Barcelona, Spain; and Department of Neuroscience (P.K.), Central Clinical School, Monash University, Melbourne, Australia
| | - Kapil Gururangan
- From the Department of Neurology (S.M., E.E., L.H.S., J.J.S., N.K.M.), Yale University School of Medicine, New Haven, CT; Medical School (E.I.K.), B.J. Medical College and Civil Hospital, Ahmedabad, India; Keck MS & Proteomics Resource (T.T.L.), Yale University School of Medicine, New Haven, CT; Department of Neurology (R.M., K.G., L.B.H., D.S.L.), University of California, Los Angeles; Department of Neurology (K.G.), Icahn School of Medicine at Mount Sinai, New York, NY; Department of Neurology (V.G.), Tower Health, Philadelphia, PA; Harvey Cushing/John Hay Whitney Medical Library (M.C.F.), Yale University, New Haven, CT; Department of Immunobiology (L.H.S.), Yale University School of Medicine, New Haven, CT; Institute of Cardiovascular and Medical Sciences (T.J.Q.), University of Glasgow, Scotland, UK; Institute de Biomedicine of Seville (J.M.), IBiS/Hospital Universitario Virgen del Rocío/CSIC/University of Seville; Department of Neurology (J.M.), Hospital Universitario Virgen Macarena, Seville; Neurovascular Research Laboratory Vall d'Hebron Institute of Research (VHIR) (J.M.), Barcelona, Spain; and Department of Neuroscience (P.K.), Central Clinical School, Monash University, Melbourne, Australia
| | - L Brian Hickman
- From the Department of Neurology (S.M., E.E., L.H.S., J.J.S., N.K.M.), Yale University School of Medicine, New Haven, CT; Medical School (E.I.K.), B.J. Medical College and Civil Hospital, Ahmedabad, India; Keck MS & Proteomics Resource (T.T.L.), Yale University School of Medicine, New Haven, CT; Department of Neurology (R.M., K.G., L.B.H., D.S.L.), University of California, Los Angeles; Department of Neurology (K.G.), Icahn School of Medicine at Mount Sinai, New York, NY; Department of Neurology (V.G.), Tower Health, Philadelphia, PA; Harvey Cushing/John Hay Whitney Medical Library (M.C.F.), Yale University, New Haven, CT; Department of Immunobiology (L.H.S.), Yale University School of Medicine, New Haven, CT; Institute of Cardiovascular and Medical Sciences (T.J.Q.), University of Glasgow, Scotland, UK; Institute de Biomedicine of Seville (J.M.), IBiS/Hospital Universitario Virgen del Rocío/CSIC/University of Seville; Department of Neurology (J.M.), Hospital Universitario Virgen Macarena, Seville; Neurovascular Research Laboratory Vall d'Hebron Institute of Research (VHIR) (J.M.), Barcelona, Spain; and Department of Neuroscience (P.K.), Central Clinical School, Monash University, Melbourne, Australia
| | - Vaibhav Goswami
- From the Department of Neurology (S.M., E.E., L.H.S., J.J.S., N.K.M.), Yale University School of Medicine, New Haven, CT; Medical School (E.I.K.), B.J. Medical College and Civil Hospital, Ahmedabad, India; Keck MS & Proteomics Resource (T.T.L.), Yale University School of Medicine, New Haven, CT; Department of Neurology (R.M., K.G., L.B.H., D.S.L.), University of California, Los Angeles; Department of Neurology (K.G.), Icahn School of Medicine at Mount Sinai, New York, NY; Department of Neurology (V.G.), Tower Health, Philadelphia, PA; Harvey Cushing/John Hay Whitney Medical Library (M.C.F.), Yale University, New Haven, CT; Department of Immunobiology (L.H.S.), Yale University School of Medicine, New Haven, CT; Institute of Cardiovascular and Medical Sciences (T.J.Q.), University of Glasgow, Scotland, UK; Institute de Biomedicine of Seville (J.M.), IBiS/Hospital Universitario Virgen del Rocío/CSIC/University of Seville; Department of Neurology (J.M.), Hospital Universitario Virgen Macarena, Seville; Neurovascular Research Laboratory Vall d'Hebron Institute of Research (VHIR) (J.M.), Barcelona, Spain; and Department of Neuroscience (P.K.), Central Clinical School, Monash University, Melbourne, Australia
| | - Melissa C Funaro
- From the Department of Neurology (S.M., E.E., L.H.S., J.J.S., N.K.M.), Yale University School of Medicine, New Haven, CT; Medical School (E.I.K.), B.J. Medical College and Civil Hospital, Ahmedabad, India; Keck MS & Proteomics Resource (T.T.L.), Yale University School of Medicine, New Haven, CT; Department of Neurology (R.M., K.G., L.B.H., D.S.L.), University of California, Los Angeles; Department of Neurology (K.G.), Icahn School of Medicine at Mount Sinai, New York, NY; Department of Neurology (V.G.), Tower Health, Philadelphia, PA; Harvey Cushing/John Hay Whitney Medical Library (M.C.F.), Yale University, New Haven, CT; Department of Immunobiology (L.H.S.), Yale University School of Medicine, New Haven, CT; Institute of Cardiovascular and Medical Sciences (T.J.Q.), University of Glasgow, Scotland, UK; Institute de Biomedicine of Seville (J.M.), IBiS/Hospital Universitario Virgen del Rocío/CSIC/University of Seville; Department of Neurology (J.M.), Hospital Universitario Virgen Macarena, Seville; Neurovascular Research Laboratory Vall d'Hebron Institute of Research (VHIR) (J.M.), Barcelona, Spain; and Department of Neuroscience (P.K.), Central Clinical School, Monash University, Melbourne, Australia
| | - Ece Eldem
- From the Department of Neurology (S.M., E.E., L.H.S., J.J.S., N.K.M.), Yale University School of Medicine, New Haven, CT; Medical School (E.I.K.), B.J. Medical College and Civil Hospital, Ahmedabad, India; Keck MS & Proteomics Resource (T.T.L.), Yale University School of Medicine, New Haven, CT; Department of Neurology (R.M., K.G., L.B.H., D.S.L.), University of California, Los Angeles; Department of Neurology (K.G.), Icahn School of Medicine at Mount Sinai, New York, NY; Department of Neurology (V.G.), Tower Health, Philadelphia, PA; Harvey Cushing/John Hay Whitney Medical Library (M.C.F.), Yale University, New Haven, CT; Department of Immunobiology (L.H.S.), Yale University School of Medicine, New Haven, CT; Institute of Cardiovascular and Medical Sciences (T.J.Q.), University of Glasgow, Scotland, UK; Institute de Biomedicine of Seville (J.M.), IBiS/Hospital Universitario Virgen del Rocío/CSIC/University of Seville; Department of Neurology (J.M.), Hospital Universitario Virgen Macarena, Seville; Neurovascular Research Laboratory Vall d'Hebron Institute of Research (VHIR) (J.M.), Barcelona, Spain; and Department of Neuroscience (P.K.), Central Clinical School, Monash University, Melbourne, Australia
| | - Lauren H Sansing
- From the Department of Neurology (S.M., E.E., L.H.S., J.J.S., N.K.M.), Yale University School of Medicine, New Haven, CT; Medical School (E.I.K.), B.J. Medical College and Civil Hospital, Ahmedabad, India; Keck MS & Proteomics Resource (T.T.L.), Yale University School of Medicine, New Haven, CT; Department of Neurology (R.M., K.G., L.B.H., D.S.L.), University of California, Los Angeles; Department of Neurology (K.G.), Icahn School of Medicine at Mount Sinai, New York, NY; Department of Neurology (V.G.), Tower Health, Philadelphia, PA; Harvey Cushing/John Hay Whitney Medical Library (M.C.F.), Yale University, New Haven, CT; Department of Immunobiology (L.H.S.), Yale University School of Medicine, New Haven, CT; Institute of Cardiovascular and Medical Sciences (T.J.Q.), University of Glasgow, Scotland, UK; Institute de Biomedicine of Seville (J.M.), IBiS/Hospital Universitario Virgen del Rocío/CSIC/University of Seville; Department of Neurology (J.M.), Hospital Universitario Virgen Macarena, Seville; Neurovascular Research Laboratory Vall d'Hebron Institute of Research (VHIR) (J.M.), Barcelona, Spain; and Department of Neuroscience (P.K.), Central Clinical School, Monash University, Melbourne, Australia
| | - Jason J Sico
- From the Department of Neurology (S.M., E.E., L.H.S., J.J.S., N.K.M.), Yale University School of Medicine, New Haven, CT; Medical School (E.I.K.), B.J. Medical College and Civil Hospital, Ahmedabad, India; Keck MS & Proteomics Resource (T.T.L.), Yale University School of Medicine, New Haven, CT; Department of Neurology (R.M., K.G., L.B.H., D.S.L.), University of California, Los Angeles; Department of Neurology (K.G.), Icahn School of Medicine at Mount Sinai, New York, NY; Department of Neurology (V.G.), Tower Health, Philadelphia, PA; Harvey Cushing/John Hay Whitney Medical Library (M.C.F.), Yale University, New Haven, CT; Department of Immunobiology (L.H.S.), Yale University School of Medicine, New Haven, CT; Institute of Cardiovascular and Medical Sciences (T.J.Q.), University of Glasgow, Scotland, UK; Institute de Biomedicine of Seville (J.M.), IBiS/Hospital Universitario Virgen del Rocío/CSIC/University of Seville; Department of Neurology (J.M.), Hospital Universitario Virgen Macarena, Seville; Neurovascular Research Laboratory Vall d'Hebron Institute of Research (VHIR) (J.M.), Barcelona, Spain; and Department of Neuroscience (P.K.), Central Clinical School, Monash University, Melbourne, Australia
| | - Terence J Quinn
- From the Department of Neurology (S.M., E.E., L.H.S., J.J.S., N.K.M.), Yale University School of Medicine, New Haven, CT; Medical School (E.I.K.), B.J. Medical College and Civil Hospital, Ahmedabad, India; Keck MS & Proteomics Resource (T.T.L.), Yale University School of Medicine, New Haven, CT; Department of Neurology (R.M., K.G., L.B.H., D.S.L.), University of California, Los Angeles; Department of Neurology (K.G.), Icahn School of Medicine at Mount Sinai, New York, NY; Department of Neurology (V.G.), Tower Health, Philadelphia, PA; Harvey Cushing/John Hay Whitney Medical Library (M.C.F.), Yale University, New Haven, CT; Department of Immunobiology (L.H.S.), Yale University School of Medicine, New Haven, CT; Institute of Cardiovascular and Medical Sciences (T.J.Q.), University of Glasgow, Scotland, UK; Institute de Biomedicine of Seville (J.M.), IBiS/Hospital Universitario Virgen del Rocío/CSIC/University of Seville; Department of Neurology (J.M.), Hospital Universitario Virgen Macarena, Seville; Neurovascular Research Laboratory Vall d'Hebron Institute of Research (VHIR) (J.M.), Barcelona, Spain; and Department of Neuroscience (P.K.), Central Clinical School, Monash University, Melbourne, Australia
| | - David S Liebeskind
- From the Department of Neurology (S.M., E.E., L.H.S., J.J.S., N.K.M.), Yale University School of Medicine, New Haven, CT; Medical School (E.I.K.), B.J. Medical College and Civil Hospital, Ahmedabad, India; Keck MS & Proteomics Resource (T.T.L.), Yale University School of Medicine, New Haven, CT; Department of Neurology (R.M., K.G., L.B.H., D.S.L.), University of California, Los Angeles; Department of Neurology (K.G.), Icahn School of Medicine at Mount Sinai, New York, NY; Department of Neurology (V.G.), Tower Health, Philadelphia, PA; Harvey Cushing/John Hay Whitney Medical Library (M.C.F.), Yale University, New Haven, CT; Department of Immunobiology (L.H.S.), Yale University School of Medicine, New Haven, CT; Institute of Cardiovascular and Medical Sciences (T.J.Q.), University of Glasgow, Scotland, UK; Institute de Biomedicine of Seville (J.M.), IBiS/Hospital Universitario Virgen del Rocío/CSIC/University of Seville; Department of Neurology (J.M.), Hospital Universitario Virgen Macarena, Seville; Neurovascular Research Laboratory Vall d'Hebron Institute of Research (VHIR) (J.M.), Barcelona, Spain; and Department of Neuroscience (P.K.), Central Clinical School, Monash University, Melbourne, Australia
| | - Joan Montaner
- From the Department of Neurology (S.M., E.E., L.H.S., J.J.S., N.K.M.), Yale University School of Medicine, New Haven, CT; Medical School (E.I.K.), B.J. Medical College and Civil Hospital, Ahmedabad, India; Keck MS & Proteomics Resource (T.T.L.), Yale University School of Medicine, New Haven, CT; Department of Neurology (R.M., K.G., L.B.H., D.S.L.), University of California, Los Angeles; Department of Neurology (K.G.), Icahn School of Medicine at Mount Sinai, New York, NY; Department of Neurology (V.G.), Tower Health, Philadelphia, PA; Harvey Cushing/John Hay Whitney Medical Library (M.C.F.), Yale University, New Haven, CT; Department of Immunobiology (L.H.S.), Yale University School of Medicine, New Haven, CT; Institute of Cardiovascular and Medical Sciences (T.J.Q.), University of Glasgow, Scotland, UK; Institute de Biomedicine of Seville (J.M.), IBiS/Hospital Universitario Virgen del Rocío/CSIC/University of Seville; Department of Neurology (J.M.), Hospital Universitario Virgen Macarena, Seville; Neurovascular Research Laboratory Vall d'Hebron Institute of Research (VHIR) (J.M.), Barcelona, Spain; and Department of Neuroscience (P.K.), Central Clinical School, Monash University, Melbourne, Australia
| | - Patrick Kwan
- From the Department of Neurology (S.M., E.E., L.H.S., J.J.S., N.K.M.), Yale University School of Medicine, New Haven, CT; Medical School (E.I.K.), B.J. Medical College and Civil Hospital, Ahmedabad, India; Keck MS & Proteomics Resource (T.T.L.), Yale University School of Medicine, New Haven, CT; Department of Neurology (R.M., K.G., L.B.H., D.S.L.), University of California, Los Angeles; Department of Neurology (K.G.), Icahn School of Medicine at Mount Sinai, New York, NY; Department of Neurology (V.G.), Tower Health, Philadelphia, PA; Harvey Cushing/John Hay Whitney Medical Library (M.C.F.), Yale University, New Haven, CT; Department of Immunobiology (L.H.S.), Yale University School of Medicine, New Haven, CT; Institute of Cardiovascular and Medical Sciences (T.J.Q.), University of Glasgow, Scotland, UK; Institute de Biomedicine of Seville (J.M.), IBiS/Hospital Universitario Virgen del Rocío/CSIC/University of Seville; Department of Neurology (J.M.), Hospital Universitario Virgen Macarena, Seville; Neurovascular Research Laboratory Vall d'Hebron Institute of Research (VHIR) (J.M.), Barcelona, Spain; and Department of Neuroscience (P.K.), Central Clinical School, Monash University, Melbourne, Australia
| | - Nishant K Mishra
- From the Department of Neurology (S.M., E.E., L.H.S., J.J.S., N.K.M.), Yale University School of Medicine, New Haven, CT; Medical School (E.I.K.), B.J. Medical College and Civil Hospital, Ahmedabad, India; Keck MS & Proteomics Resource (T.T.L.), Yale University School of Medicine, New Haven, CT; Department of Neurology (R.M., K.G., L.B.H., D.S.L.), University of California, Los Angeles; Department of Neurology (K.G.), Icahn School of Medicine at Mount Sinai, New York, NY; Department of Neurology (V.G.), Tower Health, Philadelphia, PA; Harvey Cushing/John Hay Whitney Medical Library (M.C.F.), Yale University, New Haven, CT; Department of Immunobiology (L.H.S.), Yale University School of Medicine, New Haven, CT; Institute of Cardiovascular and Medical Sciences (T.J.Q.), University of Glasgow, Scotland, UK; Institute de Biomedicine of Seville (J.M.), IBiS/Hospital Universitario Virgen del Rocío/CSIC/University of Seville; Department of Neurology (J.M.), Hospital Universitario Virgen Macarena, Seville; Neurovascular Research Laboratory Vall d'Hebron Institute of Research (VHIR) (J.M.), Barcelona, Spain; and Department of Neuroscience (P.K.), Central Clinical School, Monash University, Melbourne, Australia.
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