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PET amyloid in normal aging: direct comparison of visual and automatic processing methods

Assessment of amyloid deposits is a critical step for the identification of Alzheimer disease (AD) signature in asymptomatic elders. Whether the different amyloid processing methods impacts on the quality of clinico-radiological correlations is still unclear. We directly compared in 155 elderly cont...

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Autores principales: Haller, Sven, Montandon, Marie-Louise, Lilja, Johan, Rodriguez, Cristelle, Garibotto, Valentina, Herrmann, François R., Giannakopoulos, Panteleimon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7542434/
https://www.ncbi.nlm.nih.gov/pubmed/33028945
http://dx.doi.org/10.1038/s41598-020-73673-1
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author Haller, Sven
Montandon, Marie-Louise
Lilja, Johan
Rodriguez, Cristelle
Garibotto, Valentina
Herrmann, François R.
Giannakopoulos, Panteleimon
author_facet Haller, Sven
Montandon, Marie-Louise
Lilja, Johan
Rodriguez, Cristelle
Garibotto, Valentina
Herrmann, François R.
Giannakopoulos, Panteleimon
author_sort Haller, Sven
collection PubMed
description Assessment of amyloid deposits is a critical step for the identification of Alzheimer disease (AD) signature in asymptomatic elders. Whether the different amyloid processing methods impacts on the quality of clinico-radiological correlations is still unclear. We directly compared in 155 elderly controls with extensive neuropsychological testing at baseline and 4.5 years follow-up three approaches: (i) operator-dependent standard visual reading, (ii) operator-independent automatic SUVR with four different reference regions, and (iii) novel operator and region of reference-independent automatic Aβ-index. The coefficient of variance was used to examine inter-individual variability for each processing method. Using visually-established amyloid positivity as the gold standard, the area under the receiver operating characteristic curve (ROC) was computed. Linear regression models were used to assess the association between changes in continuous cognitive score and amyloid uptake values. In SUVR analyses, the coefficient of variance varied from 1.718 to 1.762 according to the area of reference and was of − 3.045 for the Aβ-index method. Compared to the visual rating, Aβ-index method showed the largest area under the ROC curve [0.9568 (95% CI 0.9252, 0.98833)]. The best cut-off score was of − 0.3359 with sensitivity and specificity values of 0.97 and 0.83, respectively. Only the Aß-index was related to more severe decrement of cognitive performances [regression coefficient: 9.103 (95% CI 1.148, 17.058)]. The Aβ-index is considered as preferred option in asymptomatic elders, since it is operator-independent, avoids the selection of reference area, is closer to established visual scoring and correlates with the evolution of cognitive performances.
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spelling pubmed-75424342020-10-14 PET amyloid in normal aging: direct comparison of visual and automatic processing methods Haller, Sven Montandon, Marie-Louise Lilja, Johan Rodriguez, Cristelle Garibotto, Valentina Herrmann, François R. Giannakopoulos, Panteleimon Sci Rep Article Assessment of amyloid deposits is a critical step for the identification of Alzheimer disease (AD) signature in asymptomatic elders. Whether the different amyloid processing methods impacts on the quality of clinico-radiological correlations is still unclear. We directly compared in 155 elderly controls with extensive neuropsychological testing at baseline and 4.5 years follow-up three approaches: (i) operator-dependent standard visual reading, (ii) operator-independent automatic SUVR with four different reference regions, and (iii) novel operator and region of reference-independent automatic Aβ-index. The coefficient of variance was used to examine inter-individual variability for each processing method. Using visually-established amyloid positivity as the gold standard, the area under the receiver operating characteristic curve (ROC) was computed. Linear regression models were used to assess the association between changes in continuous cognitive score and amyloid uptake values. In SUVR analyses, the coefficient of variance varied from 1.718 to 1.762 according to the area of reference and was of − 3.045 for the Aβ-index method. Compared to the visual rating, Aβ-index method showed the largest area under the ROC curve [0.9568 (95% CI 0.9252, 0.98833)]. The best cut-off score was of − 0.3359 with sensitivity and specificity values of 0.97 and 0.83, respectively. Only the Aß-index was related to more severe decrement of cognitive performances [regression coefficient: 9.103 (95% CI 1.148, 17.058)]. The Aβ-index is considered as preferred option in asymptomatic elders, since it is operator-independent, avoids the selection of reference area, is closer to established visual scoring and correlates with the evolution of cognitive performances. Nature Publishing Group UK 2020-10-07 /pmc/articles/PMC7542434/ /pubmed/33028945 http://dx.doi.org/10.1038/s41598-020-73673-1 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Haller, Sven
Montandon, Marie-Louise
Lilja, Johan
Rodriguez, Cristelle
Garibotto, Valentina
Herrmann, François R.
Giannakopoulos, Panteleimon
PET amyloid in normal aging: direct comparison of visual and automatic processing methods
title PET amyloid in normal aging: direct comparison of visual and automatic processing methods
title_full PET amyloid in normal aging: direct comparison of visual and automatic processing methods
title_fullStr PET amyloid in normal aging: direct comparison of visual and automatic processing methods
title_full_unstemmed PET amyloid in normal aging: direct comparison of visual and automatic processing methods
title_short PET amyloid in normal aging: direct comparison of visual and automatic processing methods
title_sort pet amyloid in normal aging: direct comparison of visual and automatic processing methods
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7542434/
https://www.ncbi.nlm.nih.gov/pubmed/33028945
http://dx.doi.org/10.1038/s41598-020-73673-1
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