Cargando…

A universal neocortical mask for Centiloid quantification

INTRODUCTION: The Centiloid (CL) project was developed to harmonize the quantification of amyloid beta (Aβ) positron emission tomography (PET) scans to a unified scale. The CL neocortical mask was defined using (11)C Pittsburgh compound B (PiB), overlooking potential differences in regional distribu...

Descripción completa

Detalles Bibliográficos
Autores principales: Bourgeat, Pierrick, Doré, Vincent, Rowe, Christopher C., Benzinger, Tammie, Tosun, Duygu, Goyal, Manu S., LaMontagne, Pamela, Jin, Liang, Weiner, Michael W., Masters, Colin L., Fripp, Jurgen, Villemagne, Victor L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10363815/
https://www.ncbi.nlm.nih.gov/pubmed/37492802
http://dx.doi.org/10.1002/dad2.12457
_version_ 1785076716168806400
author Bourgeat, Pierrick
Doré, Vincent
Rowe, Christopher C.
Benzinger, Tammie
Tosun, Duygu
Goyal, Manu S.
LaMontagne, Pamela
Jin, Liang
Weiner, Michael W.
Masters, Colin L.
Fripp, Jurgen
Villemagne, Victor L.
author_facet Bourgeat, Pierrick
Doré, Vincent
Rowe, Christopher C.
Benzinger, Tammie
Tosun, Duygu
Goyal, Manu S.
LaMontagne, Pamela
Jin, Liang
Weiner, Michael W.
Masters, Colin L.
Fripp, Jurgen
Villemagne, Victor L.
author_sort Bourgeat, Pierrick
collection PubMed
description INTRODUCTION: The Centiloid (CL) project was developed to harmonize the quantification of amyloid beta (Aβ) positron emission tomography (PET) scans to a unified scale. The CL neocortical mask was defined using (11)C Pittsburgh compound B (PiB), overlooking potential differences in regional distribution among Aβ tracers. We created a universal mask using an independent dataset of five Aβ tracers, and investigated its impact on inter‐tracer agreement, tracer variability, and group separation. METHODS: Using data from the Alzheimer's Dementia Onset and Progression in International Cohorts (ADOPIC) study (Australian Imaging Biomarkers and Lifestyle + Alzheimer's Disease Neuroimaging Initiative + Open Access Series of Imaging Studies), age‐matched pairs of mild Alzheimer's disease (AD) and healthy controls (HC) were selected: (18)F‐florbetapir (N = 147 pairs), (18)F‐florbetaben (N = 22), (18)F‐flutemetamol (N = 10), (18)F‐NAV (N = 42), (11)C‐PiB (N = 63). The images were spatially and standardized uptake value ratio normalized. For each tracer, the mean AD–HC difference image was thresholded to maximize the overlap with the standard neocortical mask. The universal mask was defined as the intersection of all five masks. It was evaluated on the Global Alzheimer's Association Interactive Network (GAAIN) head‐to‐head datasets in terms of inter‐tracer agreement and variance in the young controls (YC) and on the ADOPIC dataset comparing separation between HC/AD and HC/mild cognitive impairment (MCI). RESULTS: In the GAAIN dataset, the universal mask led to a small reduction in the variance of the YC, and a small increase in the inter‐tracer agreement. In the ADOPIC dataset, it led to a better separation between HC/AD and HC/MCI at baseline. DISCUSSION: The universal CL mask led to an increase in inter‐tracer agreement and group separation. Those increases were, however, very small, and do not provide sufficient benefits to support departing from the existing standard CL mask, which is suitable for the quantification of all Aβ tracers. HIGHLIGHTS: This study built an amyloid universal mask using a matched cohort for the five most commonly used amyloid positron emission tomography tracers. There was a high overlap between each tracer‐specific mask. Differences in quantification and group separation between the standard and universal mask were small. The existing standard Centiloid mask is suitable for the quantification of all amyloid beta tracers.
format Online
Article
Text
id pubmed-10363815
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher John Wiley and Sons Inc.
record_format MEDLINE/PubMed
spelling pubmed-103638152023-07-25 A universal neocortical mask for Centiloid quantification Bourgeat, Pierrick Doré, Vincent Rowe, Christopher C. Benzinger, Tammie Tosun, Duygu Goyal, Manu S. LaMontagne, Pamela Jin, Liang Weiner, Michael W. Masters, Colin L. Fripp, Jurgen Villemagne, Victor L. Alzheimers Dement (Amst) Research Articles INTRODUCTION: The Centiloid (CL) project was developed to harmonize the quantification of amyloid beta (Aβ) positron emission tomography (PET) scans to a unified scale. The CL neocortical mask was defined using (11)C Pittsburgh compound B (PiB), overlooking potential differences in regional distribution among Aβ tracers. We created a universal mask using an independent dataset of five Aβ tracers, and investigated its impact on inter‐tracer agreement, tracer variability, and group separation. METHODS: Using data from the Alzheimer's Dementia Onset and Progression in International Cohorts (ADOPIC) study (Australian Imaging Biomarkers and Lifestyle + Alzheimer's Disease Neuroimaging Initiative + Open Access Series of Imaging Studies), age‐matched pairs of mild Alzheimer's disease (AD) and healthy controls (HC) were selected: (18)F‐florbetapir (N = 147 pairs), (18)F‐florbetaben (N = 22), (18)F‐flutemetamol (N = 10), (18)F‐NAV (N = 42), (11)C‐PiB (N = 63). The images were spatially and standardized uptake value ratio normalized. For each tracer, the mean AD–HC difference image was thresholded to maximize the overlap with the standard neocortical mask. The universal mask was defined as the intersection of all five masks. It was evaluated on the Global Alzheimer's Association Interactive Network (GAAIN) head‐to‐head datasets in terms of inter‐tracer agreement and variance in the young controls (YC) and on the ADOPIC dataset comparing separation between HC/AD and HC/mild cognitive impairment (MCI). RESULTS: In the GAAIN dataset, the universal mask led to a small reduction in the variance of the YC, and a small increase in the inter‐tracer agreement. In the ADOPIC dataset, it led to a better separation between HC/AD and HC/MCI at baseline. DISCUSSION: The universal CL mask led to an increase in inter‐tracer agreement and group separation. Those increases were, however, very small, and do not provide sufficient benefits to support departing from the existing standard CL mask, which is suitable for the quantification of all Aβ tracers. HIGHLIGHTS: This study built an amyloid universal mask using a matched cohort for the five most commonly used amyloid positron emission tomography tracers. There was a high overlap between each tracer‐specific mask. Differences in quantification and group separation between the standard and universal mask were small. The existing standard Centiloid mask is suitable for the quantification of all amyloid beta tracers. John Wiley and Sons Inc. 2023-07-21 /pmc/articles/PMC10363815/ /pubmed/37492802 http://dx.doi.org/10.1002/dad2.12457 Text en © 2023 Commonwealth of Australia. Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring published by Wiley Periodicals LLC on behalf of Alzheimer's Association. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Bourgeat, Pierrick
Doré, Vincent
Rowe, Christopher C.
Benzinger, Tammie
Tosun, Duygu
Goyal, Manu S.
LaMontagne, Pamela
Jin, Liang
Weiner, Michael W.
Masters, Colin L.
Fripp, Jurgen
Villemagne, Victor L.
A universal neocortical mask for Centiloid quantification
title A universal neocortical mask for Centiloid quantification
title_full A universal neocortical mask for Centiloid quantification
title_fullStr A universal neocortical mask for Centiloid quantification
title_full_unstemmed A universal neocortical mask for Centiloid quantification
title_short A universal neocortical mask for Centiloid quantification
title_sort universal neocortical mask for centiloid quantification
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10363815/
https://www.ncbi.nlm.nih.gov/pubmed/37492802
http://dx.doi.org/10.1002/dad2.12457
work_keys_str_mv AT bourgeatpierrick auniversalneocorticalmaskforcentiloidquantification
AT dorevincent auniversalneocorticalmaskforcentiloidquantification
AT rowechristopherc auniversalneocorticalmaskforcentiloidquantification
AT benzingertammie auniversalneocorticalmaskforcentiloidquantification
AT tosunduygu auniversalneocorticalmaskforcentiloidquantification
AT goyalmanus auniversalneocorticalmaskforcentiloidquantification
AT lamontagnepamela auniversalneocorticalmaskforcentiloidquantification
AT jinliang auniversalneocorticalmaskforcentiloidquantification
AT weinermichaelw auniversalneocorticalmaskforcentiloidquantification
AT masterscolinl auniversalneocorticalmaskforcentiloidquantification
AT frippjurgen auniversalneocorticalmaskforcentiloidquantification
AT villemagnevictorl auniversalneocorticalmaskforcentiloidquantification
AT auniversalneocorticalmaskforcentiloidquantification
AT auniversalneocorticalmaskforcentiloidquantification
AT bourgeatpierrick universalneocorticalmaskforcentiloidquantification
AT dorevincent universalneocorticalmaskforcentiloidquantification
AT rowechristopherc universalneocorticalmaskforcentiloidquantification
AT benzingertammie universalneocorticalmaskforcentiloidquantification
AT tosunduygu universalneocorticalmaskforcentiloidquantification
AT goyalmanus universalneocorticalmaskforcentiloidquantification
AT lamontagnepamela universalneocorticalmaskforcentiloidquantification
AT jinliang universalneocorticalmaskforcentiloidquantification
AT weinermichaelw universalneocorticalmaskforcentiloidquantification
AT masterscolinl universalneocorticalmaskforcentiloidquantification
AT frippjurgen universalneocorticalmaskforcentiloidquantification
AT villemagnevictorl universalneocorticalmaskforcentiloidquantification
AT universalneocorticalmaskforcentiloidquantification
AT universalneocorticalmaskforcentiloidquantification