Subtype Diagnosis of Sporadic Creutzfeldt–Jakob Disease with Diffusion Magnetic Resonance Imaging

Objective Sporadic Creutzfeldt–Jakob disease (sCJD) comprises several subtypes as defined by genetic and prion protein characteristics, which are associated with distinct clinical and pathological phenotypes. To date, no clinical test can reliably diagnose the subtype. We established two procedures...

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Veröffentlicht in:Annals of neurology 2021-03, Vol.89 (3), p.560-572
Hauptverfasser: Bizzi, Alberto, Pascuzzo, Riccardo, Blevins, Janis, Moscatelli, Marco E. M., Grisoli, Marina, Lodi, Raffaele, Doniselli, Fabio M., Castelli, Gianmarco, Cohen, Mark L., Stamm, Aymeric, Schonberger, Lawrence B., Appleby, Brian S., Gambetti, Pierluigi
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container_issue 3
container_start_page 560
container_title Annals of neurology
container_volume 89
creator Bizzi, Alberto
Pascuzzo, Riccardo
Blevins, Janis
Moscatelli, Marco E. M.
Grisoli, Marina
Lodi, Raffaele
Doniselli, Fabio M.
Castelli, Gianmarco
Cohen, Mark L.
Stamm, Aymeric
Schonberger, Lawrence B.
Appleby, Brian S.
Gambetti, Pierluigi
description Objective Sporadic Creutzfeldt–Jakob disease (sCJD) comprises several subtypes as defined by genetic and prion protein characteristics, which are associated with distinct clinical and pathological phenotypes. To date, no clinical test can reliably diagnose the subtype. We established two procedures for the antemortem diagnosis of sCJD subtype using diffusion magnetic resonance imaging (MRI). Methods MRI of 1,458 patients referred to the National Prion Disease Pathology Surveillance Center were collected through its consultation service. One neuroradiologist blind to the diagnosis scored 12 brain regions and generated a lesion profile for each MRI scan. We selected 487 patients with autopsy‐confirmed diagnosis of “pure” sCJD subtype and at least one positive diffusion MRI examination. We designed and tested two data‐driven procedures for subtype diagnosis: the first procedure—prion subtype classification algorithm with MRI (PriSCA_MRI)—uses only MRI examinations; the second—PriSCA_MRI + Gen—includes knowledge of the prion protein codon 129 genotype, a major determinant of sCJD subtypes. Both procedures were tested on the first MRI and the last MRI follow‐up. Results PriSCA_MRI classified the 3 most prevalent subtypes with 82% accuracy. PriSCA_MRI + Gen raised the accuracy to 89% and identified all subtypes. Individually, the 2 most prevalent sCJD subtypes, MM1 and VV2, were diagnosed with sensitivities up to 95 and 97%, respectively. The performances of both procedures did not change in 168 patients with longitudinal MRI studies when the last examination was used. Interpretation This study provides the first practical algorithms for antemortem diagnosis of sCJD subtypes. MRI diagnosis of subtype is likely to be attainable at early disease stages to prognosticate clinical course and design future therapeutic trials. ANN NEUROL 2021;89:560–572
doi_str_mv 10.1002/ana.25983
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M. ; Grisoli, Marina ; Lodi, Raffaele ; Doniselli, Fabio M. ; Castelli, Gianmarco ; Cohen, Mark L. ; Stamm, Aymeric ; Schonberger, Lawrence B. ; Appleby, Brian S. ; Gambetti, Pierluigi</creator><creatorcontrib>Bizzi, Alberto ; Pascuzzo, Riccardo ; Blevins, Janis ; Moscatelli, Marco E. M. ; Grisoli, Marina ; Lodi, Raffaele ; Doniselli, Fabio M. ; Castelli, Gianmarco ; Cohen, Mark L. ; Stamm, Aymeric ; Schonberger, Lawrence B. ; Appleby, Brian S. ; Gambetti, Pierluigi</creatorcontrib><description>Objective Sporadic Creutzfeldt–Jakob disease (sCJD) comprises several subtypes as defined by genetic and prion protein characteristics, which are associated with distinct clinical and pathological phenotypes. To date, no clinical test can reliably diagnose the subtype. We established two procedures for the antemortem diagnosis of sCJD subtype using diffusion magnetic resonance imaging (MRI). Methods MRI of 1,458 patients referred to the National Prion Disease Pathology Surveillance Center were collected through its consultation service. One neuroradiologist blind to the diagnosis scored 12 brain regions and generated a lesion profile for each MRI scan. We selected 487 patients with autopsy‐confirmed diagnosis of “pure” sCJD subtype and at least one positive diffusion MRI examination. We designed and tested two data‐driven procedures for subtype diagnosis: the first procedure—prion subtype classification algorithm with MRI (PriSCA_MRI)—uses only MRI examinations; the second—PriSCA_MRI + Gen—includes knowledge of the prion protein codon 129 genotype, a major determinant of sCJD subtypes. Both procedures were tested on the first MRI and the last MRI follow‐up. Results PriSCA_MRI classified the 3 most prevalent subtypes with 82% accuracy. PriSCA_MRI + Gen raised the accuracy to 89% and identified all subtypes. Individually, the 2 most prevalent sCJD subtypes, MM1 and VV2, were diagnosed with sensitivities up to 95 and 97%, respectively. The performances of both procedures did not change in 168 patients with longitudinal MRI studies when the last examination was used. Interpretation This study provides the first practical algorithms for antemortem diagnosis of sCJD subtypes. MRI diagnosis of subtype is likely to be attainable at early disease stages to prognosticate clinical course and design future therapeutic trials. ANN NEUROL 2021;89:560–572</description><identifier>ISSN: 0364-5134</identifier><identifier>ISSN: 1531-8249</identifier><identifier>EISSN: 1531-8249</identifier><identifier>DOI: 10.1002/ana.25983</identifier><identifier>PMID: 33274461</identifier><language>eng</language><publisher>Hoboken, USA: John Wiley &amp; Sons, Inc</publisher><subject>Aged ; Algorithms ; Autopsies ; Autopsy ; Brain - diagnostic imaging ; Clinical trials ; Creutzfeldt-Jakob disease ; Creutzfeldt-Jakob Syndrome - classification ; Creutzfeldt-Jakob Syndrome - diagnostic imaging ; Creutzfeldt-Jakob Syndrome - genetics ; Diagnosis ; Diffusion Magnetic Resonance Imaging ; Female ; Genotype ; Genotypes ; Humans ; Magnetic resonance imaging ; Male ; Medical imaging ; Middle Aged ; Neuroimaging ; Phenotypes ; Prion protein ; Prion Proteins - genetics ; Proteins</subject><ispartof>Annals of neurology, 2021-03, Vol.89 (3), p.560-572</ispartof><rights>2020 The Authors. published by Wiley Periodicals LLC on behalf of American Neurological Association.</rights><rights>2020 The Authors. Annals of Neurology published by Wiley Periodicals LLC on behalf of American Neurological Association.</rights><rights>2020. This article is published under http://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). 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M.</creatorcontrib><creatorcontrib>Grisoli, Marina</creatorcontrib><creatorcontrib>Lodi, Raffaele</creatorcontrib><creatorcontrib>Doniselli, Fabio M.</creatorcontrib><creatorcontrib>Castelli, Gianmarco</creatorcontrib><creatorcontrib>Cohen, Mark L.</creatorcontrib><creatorcontrib>Stamm, Aymeric</creatorcontrib><creatorcontrib>Schonberger, Lawrence B.</creatorcontrib><creatorcontrib>Appleby, Brian S.</creatorcontrib><creatorcontrib>Gambetti, Pierluigi</creatorcontrib><title>Subtype Diagnosis of Sporadic Creutzfeldt–Jakob Disease with Diffusion Magnetic Resonance Imaging</title><title>Annals of neurology</title><addtitle>Ann Neurol</addtitle><description>Objective Sporadic Creutzfeldt–Jakob disease (sCJD) comprises several subtypes as defined by genetic and prion protein characteristics, which are associated with distinct clinical and pathological phenotypes. To date, no clinical test can reliably diagnose the subtype. We established two procedures for the antemortem diagnosis of sCJD subtype using diffusion magnetic resonance imaging (MRI). Methods MRI of 1,458 patients referred to the National Prion Disease Pathology Surveillance Center were collected through its consultation service. One neuroradiologist blind to the diagnosis scored 12 brain regions and generated a lesion profile for each MRI scan. We selected 487 patients with autopsy‐confirmed diagnosis of “pure” sCJD subtype and at least one positive diffusion MRI examination. We designed and tested two data‐driven procedures for subtype diagnosis: the first procedure—prion subtype classification algorithm with MRI (PriSCA_MRI)—uses only MRI examinations; the second—PriSCA_MRI + Gen—includes knowledge of the prion protein codon 129 genotype, a major determinant of sCJD subtypes. Both procedures were tested on the first MRI and the last MRI follow‐up. Results PriSCA_MRI classified the 3 most prevalent subtypes with 82% accuracy. PriSCA_MRI + Gen raised the accuracy to 89% and identified all subtypes. Individually, the 2 most prevalent sCJD subtypes, MM1 and VV2, were diagnosed with sensitivities up to 95 and 97%, respectively. The performances of both procedures did not change in 168 patients with longitudinal MRI studies when the last examination was used. Interpretation This study provides the first practical algorithms for antemortem diagnosis of sCJD subtypes. MRI diagnosis of subtype is likely to be attainable at early disease stages to prognosticate clinical course and design future therapeutic trials. 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M. ; Grisoli, Marina ; Lodi, Raffaele ; Doniselli, Fabio M. ; Castelli, Gianmarco ; Cohen, Mark L. ; Stamm, Aymeric ; Schonberger, Lawrence B. ; Appleby, Brian S. ; Gambetti, Pierluigi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4433-7217e267d9082e9f199af7625cd2d51332a52e977dd6005cd43d1035992700eb3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Aged</topic><topic>Algorithms</topic><topic>Autopsies</topic><topic>Autopsy</topic><topic>Brain - diagnostic imaging</topic><topic>Clinical trials</topic><topic>Creutzfeldt-Jakob disease</topic><topic>Creutzfeldt-Jakob Syndrome - classification</topic><topic>Creutzfeldt-Jakob Syndrome - diagnostic imaging</topic><topic>Creutzfeldt-Jakob Syndrome - genetics</topic><topic>Diagnosis</topic><topic>Diffusion Magnetic Resonance Imaging</topic><topic>Female</topic><topic>Genotype</topic><topic>Genotypes</topic><topic>Humans</topic><topic>Magnetic resonance imaging</topic><topic>Male</topic><topic>Medical imaging</topic><topic>Middle Aged</topic><topic>Neuroimaging</topic><topic>Phenotypes</topic><topic>Prion protein</topic><topic>Prion Proteins - genetics</topic><topic>Proteins</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bizzi, Alberto</creatorcontrib><creatorcontrib>Pascuzzo, Riccardo</creatorcontrib><creatorcontrib>Blevins, Janis</creatorcontrib><creatorcontrib>Moscatelli, Marco E. 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M.</au><au>Grisoli, Marina</au><au>Lodi, Raffaele</au><au>Doniselli, Fabio M.</au><au>Castelli, Gianmarco</au><au>Cohen, Mark L.</au><au>Stamm, Aymeric</au><au>Schonberger, Lawrence B.</au><au>Appleby, Brian S.</au><au>Gambetti, Pierluigi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Subtype Diagnosis of Sporadic Creutzfeldt–Jakob Disease with Diffusion Magnetic Resonance Imaging</atitle><jtitle>Annals of neurology</jtitle><addtitle>Ann Neurol</addtitle><date>2021-03</date><risdate>2021</risdate><volume>89</volume><issue>3</issue><spage>560</spage><epage>572</epage><pages>560-572</pages><issn>0364-5134</issn><issn>1531-8249</issn><eissn>1531-8249</eissn><abstract>Objective Sporadic Creutzfeldt–Jakob disease (sCJD) comprises several subtypes as defined by genetic and prion protein characteristics, which are associated with distinct clinical and pathological phenotypes. To date, no clinical test can reliably diagnose the subtype. We established two procedures for the antemortem diagnosis of sCJD subtype using diffusion magnetic resonance imaging (MRI). Methods MRI of 1,458 patients referred to the National Prion Disease Pathology Surveillance Center were collected through its consultation service. One neuroradiologist blind to the diagnosis scored 12 brain regions and generated a lesion profile for each MRI scan. We selected 487 patients with autopsy‐confirmed diagnosis of “pure” sCJD subtype and at least one positive diffusion MRI examination. We designed and tested two data‐driven procedures for subtype diagnosis: the first procedure—prion subtype classification algorithm with MRI (PriSCA_MRI)—uses only MRI examinations; the second—PriSCA_MRI + Gen—includes knowledge of the prion protein codon 129 genotype, a major determinant of sCJD subtypes. Both procedures were tested on the first MRI and the last MRI follow‐up. Results PriSCA_MRI classified the 3 most prevalent subtypes with 82% accuracy. PriSCA_MRI + Gen raised the accuracy to 89% and identified all subtypes. Individually, the 2 most prevalent sCJD subtypes, MM1 and VV2, were diagnosed with sensitivities up to 95 and 97%, respectively. The performances of both procedures did not change in 168 patients with longitudinal MRI studies when the last examination was used. Interpretation This study provides the first practical algorithms for antemortem diagnosis of sCJD subtypes. MRI diagnosis of subtype is likely to be attainable at early disease stages to prognosticate clinical course and design future therapeutic trials. ANN NEUROL 2021;89:560–572</abstract><cop>Hoboken, USA</cop><pub>John Wiley &amp; Sons, Inc</pub><pmid>33274461</pmid><doi>10.1002/ana.25983</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0001-6555-1784</orcidid><orcidid>https://orcid.org/0000-0002-0253-5274</orcidid><orcidid>https://orcid.org/0000-0002-6745-474X</orcidid><oa>free_for_read</oa></addata></record>
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subjects Aged
Algorithms
Autopsies
Autopsy
Brain - diagnostic imaging
Clinical trials
Creutzfeldt-Jakob disease
Creutzfeldt-Jakob Syndrome - classification
Creutzfeldt-Jakob Syndrome - diagnostic imaging
Creutzfeldt-Jakob Syndrome - genetics
Diagnosis
Diffusion Magnetic Resonance Imaging
Female
Genotype
Genotypes
Humans
Magnetic resonance imaging
Male
Medical imaging
Middle Aged
Neuroimaging
Phenotypes
Prion protein
Prion Proteins - genetics
Proteins
title Subtype Diagnosis of Sporadic Creutzfeldt–Jakob Disease with Diffusion Magnetic Resonance Imaging
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