Pitfalls of Voxel-Based Amyloid PET Analyses for Diagnosis of Alzheimer’s Disease: Artifacts due to Non-Specific Uptake in the White Matter and the Skull
Two methods are commonly used in brain image voxel-based analyses widely used for dementia work-ups: 3-dimensional stereotactic surface projections (3D-SSP) and statistical parametric mapping (SPM). The methods calculate the Z-scores of the cortical voxels that represent the significance of differen...
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Veröffentlicht in: | The Tohoku Journal of Experimental Medicine 2014, Vol.234(3), pp.175-181 |
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creator | Arai, Akira Kaneta, Tomohiro Okamura, Nobuyuki Tashiro, Manabu Iwata, Ren Takanami, Kentaro Fukuda, Hiroshi Takahashi, Shoki Yanai, Kazuhiko Kudo, Yukitsuka Arai, Hiroyuki |
description | Two methods are commonly used in brain image voxel-based analyses widely used for dementia work-ups: 3-dimensional stereotactic surface projections (3D-SSP) and statistical parametric mapping (SPM). The methods calculate the Z-scores of the cortical voxels that represent the significance of differences compared to a database of brain images with normal findings, and visualize them as surface brain maps. The methods are considered useful in amyloid positron emission tomography (PET) analyses to detect small amounts of amyloid-β deposits in early-stage Alzheimer’s disease (AD), but are not fully validated. We analyzed the 11C-labeled 2-(2-[2-dimethylaminothiazol-5-yl]ethenyl)-6-(2-[fluoro]ethoxy)benzoxazole (BF-227) amyloid PET imaging of 56 subjects (20 individuals with mild cognitive impairment [MCI], 19 AD patients, and 17 non-demented [ND] volunteers) with 3D-SSP and the easy Z-score imaging system (eZIS) that is an SPM-based method. To clarify these methods’ limitations, we visually compared Z-score maps output from the two methods and investigated the causes of discrepancies between them. Discrepancies were found in 27 subjects (9 MCI, 13 AD, and 5 ND). Relatively high white matter uptake was considered to cause higher Z-scores on 3D-SSP in 4 subjects (1 MCI and 3 ND). Meanwhile, in 17 subjects (6 MCI, 9 AD, and 2 ND), Z-score overestimation on eZIS corresponded with high skull uptake and disappeared after removing the skull uptake (“scalping”). Our results suggest that non-specific uptakes in the white matter and skull account for errors in voxel-based amyloid PET analyses. Thus, diagnoses based on 3D-SSP data require checking white matter uptake, and “scalping” is recommended before eZIS analysis. |
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The methods calculate the Z-scores of the cortical voxels that represent the significance of differences compared to a database of brain images with normal findings, and visualize them as surface brain maps. The methods are considered useful in amyloid positron emission tomography (PET) analyses to detect small amounts of amyloid-β deposits in early-stage Alzheimer’s disease (AD), but are not fully validated. We analyzed the 11C-labeled 2-(2-[2-dimethylaminothiazol-5-yl]ethenyl)-6-(2-[fluoro]ethoxy)benzoxazole (BF-227) amyloid PET imaging of 56 subjects (20 individuals with mild cognitive impairment [MCI], 19 AD patients, and 17 non-demented [ND] volunteers) with 3D-SSP and the easy Z-score imaging system (eZIS) that is an SPM-based method. To clarify these methods’ limitations, we visually compared Z-score maps output from the two methods and investigated the causes of discrepancies between them. Discrepancies were found in 27 subjects (9 MCI, 13 AD, and 5 ND). Relatively high white matter uptake was considered to cause higher Z-scores on 3D-SSP in 4 subjects (1 MCI and 3 ND). Meanwhile, in 17 subjects (6 MCI, 9 AD, and 2 ND), Z-score overestimation on eZIS corresponded with high skull uptake and disappeared after removing the skull uptake (“scalping”). Our results suggest that non-specific uptakes in the white matter and skull account for errors in voxel-based amyloid PET analyses. 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Exp. Med.</addtitle><description>Two methods are commonly used in brain image voxel-based analyses widely used for dementia work-ups: 3-dimensional stereotactic surface projections (3D-SSP) and statistical parametric mapping (SPM). The methods calculate the Z-scores of the cortical voxels that represent the significance of differences compared to a database of brain images with normal findings, and visualize them as surface brain maps. The methods are considered useful in amyloid positron emission tomography (PET) analyses to detect small amounts of amyloid-β deposits in early-stage Alzheimer’s disease (AD), but are not fully validated. We analyzed the 11C-labeled 2-(2-[2-dimethylaminothiazol-5-yl]ethenyl)-6-(2-[fluoro]ethoxy)benzoxazole (BF-227) amyloid PET imaging of 56 subjects (20 individuals with mild cognitive impairment [MCI], 19 AD patients, and 17 non-demented [ND] volunteers) with 3D-SSP and the easy Z-score imaging system (eZIS) that is an SPM-based method. To clarify these methods’ limitations, we visually compared Z-score maps output from the two methods and investigated the causes of discrepancies between them. Discrepancies were found in 27 subjects (9 MCI, 13 AD, and 5 ND). Relatively high white matter uptake was considered to cause higher Z-scores on 3D-SSP in 4 subjects (1 MCI and 3 ND). Meanwhile, in 17 subjects (6 MCI, 9 AD, and 2 ND), Z-score overestimation on eZIS corresponded with high skull uptake and disappeared after removing the skull uptake (“scalping”). Our results suggest that non-specific uptakes in the white matter and skull account for errors in voxel-based amyloid PET analyses. Thus, diagnoses based on 3D-SSP data require checking white matter uptake, and “scalping” is recommended before eZIS analysis.</description><subject>3-dimensional stereotactic surface projections</subject><subject>Aged</subject><subject>Alzheimer Disease - diagnostic imaging</subject><subject>Alzheimer Disease - pathology</subject><subject>Alzheimer’s</subject><subject>Amyloid</subject><subject>Benzoxazoles</subject><subject>Cognitive Dysfunction - diagnostic imaging</subject><subject>Dementia - diagnostic imaging</subject><subject>Demography</subject><subject>Female</subject><subject>Humans</subject><subject>Male</subject><subject>Positron-Emission Tomography</subject><subject>Skull - diagnostic imaging</subject><subject>statistical parametric mapping</subject><subject>Thiazoles</subject><subject>White Matter - diagnostic imaging</subject><subject>White Matter - pathology</subject><issn>0040-8727</issn><issn>1349-3329</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpFkUFv1DAQhS0Eokvhxhn5yIEsdpzEMSdCW6BSgUpt4Rh57XHXWyfe2o7EcuJvIP4dv6Rut11OI81872n0HkIvKZnTpiRv0wqGecmqOeX1IzSjrBIFY6V4jGaEVKRoecn30LMYV4SwivDmKdora0Yp4WKG_p7aZKRzEXuDv_uf4IoPMoLG3bBx3mp8enSOu1G6TYSIjQ_40MrL0Ud7p-jcryXYAcK_339iPkXI4ne4C8kaqVLEegKcPP7qx-JsDcoaq_DFOskrwHbEaQn4x9ImwF9kShCwHPXd8uxqcu45epJfi_Difu6ji49H5wefi5Nvn44PupNCVaRJBRClJaXcgCqlEbpiompJrRZaN6omomwZ13W90MCMykDLa2O4aIQ2QGRF2D56vfVdB389QUz9YKMC5-QIfoo9bWhZtg0VPKNvtqgKPsYApl8HO8iw6Snpb-vob-vocx19riPjr-6dp8UAegc_5J-B91tgFZO8hB0gc4DKwX839uC5O6mlDD2M7AZUKaAp</recordid><startdate>20141101</startdate><enddate>20141101</enddate><creator>Arai, Akira</creator><creator>Kaneta, Tomohiro</creator><creator>Okamura, Nobuyuki</creator><creator>Tashiro, Manabu</creator><creator>Iwata, Ren</creator><creator>Takanami, Kentaro</creator><creator>Fukuda, Hiroshi</creator><creator>Takahashi, Shoki</creator><creator>Yanai, Kazuhiko</creator><creator>Kudo, Yukitsuka</creator><creator>Arai, Hiroyuki</creator><general>Tohoku University Medical Press</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20141101</creationdate><title>Pitfalls of Voxel-Based Amyloid PET Analyses for Diagnosis of Alzheimer’s Disease: Artifacts due to Non-Specific Uptake in the White Matter and the Skull</title><author>Arai, Akira ; Kaneta, Tomohiro ; Okamura, Nobuyuki ; Tashiro, Manabu ; Iwata, Ren ; Takanami, Kentaro ; Fukuda, Hiroshi ; Takahashi, Shoki ; Yanai, Kazuhiko ; Kudo, Yukitsuka ; Arai, Hiroyuki</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c406t-e0cda117fec2af9d4394805cbdd6c5092837d55bde3fcaf9875ff7969dfe0a403</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>3-dimensional stereotactic surface projections</topic><topic>Aged</topic><topic>Alzheimer Disease - diagnostic imaging</topic><topic>Alzheimer Disease - pathology</topic><topic>Alzheimer’s</topic><topic>Amyloid</topic><topic>Benzoxazoles</topic><topic>Cognitive Dysfunction - diagnostic imaging</topic><topic>Dementia - diagnostic imaging</topic><topic>Demography</topic><topic>Female</topic><topic>Humans</topic><topic>Male</topic><topic>Positron-Emission Tomography</topic><topic>Skull - diagnostic imaging</topic><topic>statistical parametric mapping</topic><topic>Thiazoles</topic><topic>White Matter - diagnostic imaging</topic><topic>White Matter - pathology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Arai, Akira</creatorcontrib><creatorcontrib>Kaneta, Tomohiro</creatorcontrib><creatorcontrib>Okamura, Nobuyuki</creatorcontrib><creatorcontrib>Tashiro, Manabu</creatorcontrib><creatorcontrib>Iwata, Ren</creatorcontrib><creatorcontrib>Takanami, Kentaro</creatorcontrib><creatorcontrib>Fukuda, Hiroshi</creatorcontrib><creatorcontrib>Takahashi, Shoki</creatorcontrib><creatorcontrib>Yanai, Kazuhiko</creatorcontrib><creatorcontrib>Kudo, Yukitsuka</creatorcontrib><creatorcontrib>Arai, Hiroyuki</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>The Tohoku Journal of Experimental Medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Arai, Akira</au><au>Kaneta, Tomohiro</au><au>Okamura, Nobuyuki</au><au>Tashiro, Manabu</au><au>Iwata, Ren</au><au>Takanami, Kentaro</au><au>Fukuda, Hiroshi</au><au>Takahashi, Shoki</au><au>Yanai, Kazuhiko</au><au>Kudo, Yukitsuka</au><au>Arai, Hiroyuki</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Pitfalls of Voxel-Based Amyloid PET Analyses for Diagnosis of Alzheimer’s Disease: Artifacts due to Non-Specific Uptake in the White Matter and the Skull</atitle><jtitle>The Tohoku Journal of Experimental Medicine</jtitle><addtitle>Tohoku J. Exp. Med.</addtitle><date>2014-11-01</date><risdate>2014</risdate><volume>234</volume><issue>3</issue><spage>175</spage><epage>181</epage><pages>175-181</pages><issn>0040-8727</issn><eissn>1349-3329</eissn><abstract>Two methods are commonly used in brain image voxel-based analyses widely used for dementia work-ups: 3-dimensional stereotactic surface projections (3D-SSP) and statistical parametric mapping (SPM). The methods calculate the Z-scores of the cortical voxels that represent the significance of differences compared to a database of brain images with normal findings, and visualize them as surface brain maps. The methods are considered useful in amyloid positron emission tomography (PET) analyses to detect small amounts of amyloid-β deposits in early-stage Alzheimer’s disease (AD), but are not fully validated. We analyzed the 11C-labeled 2-(2-[2-dimethylaminothiazol-5-yl]ethenyl)-6-(2-[fluoro]ethoxy)benzoxazole (BF-227) amyloid PET imaging of 56 subjects (20 individuals with mild cognitive impairment [MCI], 19 AD patients, and 17 non-demented [ND] volunteers) with 3D-SSP and the easy Z-score imaging system (eZIS) that is an SPM-based method. To clarify these methods’ limitations, we visually compared Z-score maps output from the two methods and investigated the causes of discrepancies between them. Discrepancies were found in 27 subjects (9 MCI, 13 AD, and 5 ND). Relatively high white matter uptake was considered to cause higher Z-scores on 3D-SSP in 4 subjects (1 MCI and 3 ND). Meanwhile, in 17 subjects (6 MCI, 9 AD, and 2 ND), Z-score overestimation on eZIS corresponded with high skull uptake and disappeared after removing the skull uptake (“scalping”). Our results suggest that non-specific uptakes in the white matter and skull account for errors in voxel-based amyloid PET analyses. Thus, diagnoses based on 3D-SSP data require checking white matter uptake, and “scalping” is recommended before eZIS analysis.</abstract><cop>Japan</cop><pub>Tohoku University Medical Press</pub><pmid>25311079</pmid><doi>10.1620/tjem.234.175</doi><tpages>7</tpages><oa>free_for_read</oa></addata></record> |
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subjects | 3-dimensional stereotactic surface projections Aged Alzheimer Disease - diagnostic imaging Alzheimer Disease - pathology Alzheimer’s Amyloid Benzoxazoles Cognitive Dysfunction - diagnostic imaging Dementia - diagnostic imaging Demography Female Humans Male Positron-Emission Tomography Skull - diagnostic imaging statistical parametric mapping Thiazoles White Matter - diagnostic imaging White Matter - pathology |
title | Pitfalls of Voxel-Based Amyloid PET Analyses for Diagnosis of Alzheimer’s Disease: Artifacts due to Non-Specific Uptake in the White Matter and the Skull |
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