Cargando…

Development of software for measuring brain amyloid accumulation using (18)F‐florbetapir PET and calculating global Centiloid scale and regional Z‐score values

BACKGROUND AND PURPOSE: Quantitative measures have been proposed to aid the visual interpretation of amyloid PET. Our objective was to develop and validate quantitative software that enables calculation of the Centiloid (CL) scale and Z‐score for amyloid PET with (18)F‐florbetapir. METHODS: This sof...

Descripción completa

Detalles Bibliográficos
Autores principales: Matsuda, Hiroshi, Soma, Tsutomu, Okita, Kyoji, Shigemoto, Yoko, Sato, Noriko
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/PMC10338776/
https://www.ncbi.nlm.nih.gov/pubmed/37287410
http://dx.doi.org/10.1002/brb3.3092
_version_ 1785071699424706560
author Matsuda, Hiroshi
Soma, Tsutomu
Okita, Kyoji
Shigemoto, Yoko
Sato, Noriko
author_facet Matsuda, Hiroshi
Soma, Tsutomu
Okita, Kyoji
Shigemoto, Yoko
Sato, Noriko
author_sort Matsuda, Hiroshi
collection PubMed
description BACKGROUND AND PURPOSE: Quantitative measures have been proposed to aid the visual interpretation of amyloid PET. Our objective was to develop and validate quantitative software that enables calculation of the Centiloid (CL) scale and Z‐score for amyloid PET with (18)F‐florbetapir. METHODS: This software was developed as a toolbox in statistical parametric mapping 12 running on MATLAB Runtime. For each participant's amyloid PET, this software calculates the CL scale using the standard MRI‐guided pipeline proposed by the Global Alzheimer's Association Interactive Network (GAAIN) and generates a Z‐score map for comparison with a new amyloid‐negative database constructed from 20 healthy controls. In 23 cognitively impaired patients with suspected Alzheimer's disease, Z‐score values for a target cortical area from the new database were compared with those from the GAAIN database constructed from 13 healthy controls. The CL values obtained using low‐dose CT of PET/CT equipment were then compared with those obtained using MRI. RESULTS: The CL calculation was validated with the (18)F‐florbetapir dataset in the GAAIN repository. Z‐score values obtained from the new database were significantly higher (mean ± standard deviation, 1.05 ± 0.77; p < .0001) than those obtained from the GAAIN database. The use of low‐dose CT provided CL scales that were highly correlated with those obtained with MRI (R (2) = .992) but showed a slight yet significant underestimation (−2.1 ± 4.2; p = .013). CONCLUSIONS: Our quantification software provides the CL scale and Z‐score for measuring overall and local amyloid accumulation with the use of MRI or low‐dose CT.
format Online
Article
Text
id pubmed-10338776
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher John Wiley and Sons Inc.
record_format MEDLINE/PubMed
spelling pubmed-103387762023-07-14 Development of software for measuring brain amyloid accumulation using (18)F‐florbetapir PET and calculating global Centiloid scale and regional Z‐score values Matsuda, Hiroshi Soma, Tsutomu Okita, Kyoji Shigemoto, Yoko Sato, Noriko Brain Behav Original Articles BACKGROUND AND PURPOSE: Quantitative measures have been proposed to aid the visual interpretation of amyloid PET. Our objective was to develop and validate quantitative software that enables calculation of the Centiloid (CL) scale and Z‐score for amyloid PET with (18)F‐florbetapir. METHODS: This software was developed as a toolbox in statistical parametric mapping 12 running on MATLAB Runtime. For each participant's amyloid PET, this software calculates the CL scale using the standard MRI‐guided pipeline proposed by the Global Alzheimer's Association Interactive Network (GAAIN) and generates a Z‐score map for comparison with a new amyloid‐negative database constructed from 20 healthy controls. In 23 cognitively impaired patients with suspected Alzheimer's disease, Z‐score values for a target cortical area from the new database were compared with those from the GAAIN database constructed from 13 healthy controls. The CL values obtained using low‐dose CT of PET/CT equipment were then compared with those obtained using MRI. RESULTS: The CL calculation was validated with the (18)F‐florbetapir dataset in the GAAIN repository. Z‐score values obtained from the new database were significantly higher (mean ± standard deviation, 1.05 ± 0.77; p < .0001) than those obtained from the GAAIN database. The use of low‐dose CT provided CL scales that were highly correlated with those obtained with MRI (R (2) = .992) but showed a slight yet significant underestimation (−2.1 ± 4.2; p = .013). CONCLUSIONS: Our quantification software provides the CL scale and Z‐score for measuring overall and local amyloid accumulation with the use of MRI or low‐dose CT. John Wiley and Sons Inc. 2023-06-07 /pmc/articles/PMC10338776/ /pubmed/37287410 http://dx.doi.org/10.1002/brb3.3092 Text en © 2023 The Authors. Brain and Behavior published by Wiley Periodicals LLC. 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 Original Articles
Matsuda, Hiroshi
Soma, Tsutomu
Okita, Kyoji
Shigemoto, Yoko
Sato, Noriko
Development of software for measuring brain amyloid accumulation using (18)F‐florbetapir PET and calculating global Centiloid scale and regional Z‐score values
title Development of software for measuring brain amyloid accumulation using (18)F‐florbetapir PET and calculating global Centiloid scale and regional Z‐score values
title_full Development of software for measuring brain amyloid accumulation using (18)F‐florbetapir PET and calculating global Centiloid scale and regional Z‐score values
title_fullStr Development of software for measuring brain amyloid accumulation using (18)F‐florbetapir PET and calculating global Centiloid scale and regional Z‐score values
title_full_unstemmed Development of software for measuring brain amyloid accumulation using (18)F‐florbetapir PET and calculating global Centiloid scale and regional Z‐score values
title_short Development of software for measuring brain amyloid accumulation using (18)F‐florbetapir PET and calculating global Centiloid scale and regional Z‐score values
title_sort development of software for measuring brain amyloid accumulation using (18)f‐florbetapir pet and calculating global centiloid scale and regional z‐score values
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10338776/
https://www.ncbi.nlm.nih.gov/pubmed/37287410
http://dx.doi.org/10.1002/brb3.3092
work_keys_str_mv AT matsudahiroshi developmentofsoftwareformeasuringbrainamyloidaccumulationusing18fflorbetapirpetandcalculatingglobalcentiloidscaleandregionalzscorevalues
AT somatsutomu developmentofsoftwareformeasuringbrainamyloidaccumulationusing18fflorbetapirpetandcalculatingglobalcentiloidscaleandregionalzscorevalues
AT okitakyoji developmentofsoftwareformeasuringbrainamyloidaccumulationusing18fflorbetapirpetandcalculatingglobalcentiloidscaleandregionalzscorevalues
AT shigemotoyoko developmentofsoftwareformeasuringbrainamyloidaccumulationusing18fflorbetapirpetandcalculatingglobalcentiloidscaleandregionalzscorevalues
AT satonoriko developmentofsoftwareformeasuringbrainamyloidaccumulationusing18fflorbetapirpetandcalculatingglobalcentiloidscaleandregionalzscorevalues