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Arterial spin labeling versus (18)F-FDG-PET to identify mild cognitive impairment
Neurodegenerative biomarkers support diagnosis and measurement of disease progression in the Alzheimer's disease (AD) continuum. (18)F-Fluorodeoxyglucose Positron Emission Tomography ((18)F-FDG-PET), which measures glucose metabolism, is one of the most commonly used biomarkers of neurodegenera...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6957781/ https://www.ncbi.nlm.nih.gov/pubmed/31931403 http://dx.doi.org/10.1016/j.nicl.2019.102146 |
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author | Dolui, Sudipto Li, Zhengjun Nasrallah, Ilya M. Detre, John A. Wolk, David A. |
author_facet | Dolui, Sudipto Li, Zhengjun Nasrallah, Ilya M. Detre, John A. Wolk, David A. |
author_sort | Dolui, Sudipto |
collection | PubMed |
description | Neurodegenerative biomarkers support diagnosis and measurement of disease progression in the Alzheimer's disease (AD) continuum. (18)F-Fluorodeoxyglucose Positron Emission Tomography ((18)F-FDG-PET), which measures glucose metabolism, is one of the most commonly used biomarkers of neurodegeneration, but is expensive and requires exposure to ionizing radiation. Arterial Spin Labeled (ASL) perfusion Magnetic Resonance Imaging (MRI) provides non invasive quantification of cerebral blood flow (CBF), which is believed to be tightly coupled to glucose metabolism. Here we aimed to compare the performances of ASL derived CBF and (18)F-FDG-PET derived standardized uptake value ratio (SUVR) in discriminating patients with mild cognitive impairment (MCI) from older Controls. 2D pseudo continuous ASL and (18)F-FDG-PET data with adequate scan quality from 50 MCI study participants (age=73.0 ± 7.0 years, 16 female) and 35 older controls (age=70.2 ± 6.9 years, 20 female), acquired in close temporal proximity, usually on the same day, were considered for this study. We assessed Control-patient group differences both at voxel level and within a priori regions of interest (ROIs). We also compared their area under receiver operating characteristic curves (AUC) with mean CBF or SUVR in a priori selected posterior cingulate cortex (PCC). CBF and (18)F-FDG-PET showed abnormalities in similar areas, particularly in medial temporoparietal regions, consistent with the typically observed pattern of prodromal AD. The hypoperfusion pattern with relative CBF (obtained by normalizing voxel CBF values with mean CBF in putamen) was more localized than with absolute CBF. Pearson's correlation coefficients between the T-scores corresponding to the group-differences obtained with (18)F-FDG-PET SUVR and absolute and relative ASL CBF were 0.46 and 0.43 (p<0.001), respectively. ROI analyses were also consistent, with the strongest differences observed in PCC (p<0.01). (18)F-FDG-PET SUVR, absolute and relative CBF in the PCC ROI demonstrated moderate and similar discriminatory power in predicting MCI status with AUC of 0.71 ± 0.12, 0.77 ± 0.12 and 0.74 ± 0.13, respectively. In conclusion, ASL CBF may be a reasonable, less expensive and safer substitute for (18)F-FDG-PET in clinical research. |
format | Online Article Text |
id | pubmed-6957781 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-69577812020-01-17 Arterial spin labeling versus (18)F-FDG-PET to identify mild cognitive impairment Dolui, Sudipto Li, Zhengjun Nasrallah, Ilya M. Detre, John A. Wolk, David A. Neuroimage Clin Regular Article Neurodegenerative biomarkers support diagnosis and measurement of disease progression in the Alzheimer's disease (AD) continuum. (18)F-Fluorodeoxyglucose Positron Emission Tomography ((18)F-FDG-PET), which measures glucose metabolism, is one of the most commonly used biomarkers of neurodegeneration, but is expensive and requires exposure to ionizing radiation. Arterial Spin Labeled (ASL) perfusion Magnetic Resonance Imaging (MRI) provides non invasive quantification of cerebral blood flow (CBF), which is believed to be tightly coupled to glucose metabolism. Here we aimed to compare the performances of ASL derived CBF and (18)F-FDG-PET derived standardized uptake value ratio (SUVR) in discriminating patients with mild cognitive impairment (MCI) from older Controls. 2D pseudo continuous ASL and (18)F-FDG-PET data with adequate scan quality from 50 MCI study participants (age=73.0 ± 7.0 years, 16 female) and 35 older controls (age=70.2 ± 6.9 years, 20 female), acquired in close temporal proximity, usually on the same day, were considered for this study. We assessed Control-patient group differences both at voxel level and within a priori regions of interest (ROIs). We also compared their area under receiver operating characteristic curves (AUC) with mean CBF or SUVR in a priori selected posterior cingulate cortex (PCC). CBF and (18)F-FDG-PET showed abnormalities in similar areas, particularly in medial temporoparietal regions, consistent with the typically observed pattern of prodromal AD. The hypoperfusion pattern with relative CBF (obtained by normalizing voxel CBF values with mean CBF in putamen) was more localized than with absolute CBF. Pearson's correlation coefficients between the T-scores corresponding to the group-differences obtained with (18)F-FDG-PET SUVR and absolute and relative ASL CBF were 0.46 and 0.43 (p<0.001), respectively. ROI analyses were also consistent, with the strongest differences observed in PCC (p<0.01). (18)F-FDG-PET SUVR, absolute and relative CBF in the PCC ROI demonstrated moderate and similar discriminatory power in predicting MCI status with AUC of 0.71 ± 0.12, 0.77 ± 0.12 and 0.74 ± 0.13, respectively. In conclusion, ASL CBF may be a reasonable, less expensive and safer substitute for (18)F-FDG-PET in clinical research. Elsevier 2019-12-23 /pmc/articles/PMC6957781/ /pubmed/31931403 http://dx.doi.org/10.1016/j.nicl.2019.102146 Text en © 2020 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Regular Article Dolui, Sudipto Li, Zhengjun Nasrallah, Ilya M. Detre, John A. Wolk, David A. Arterial spin labeling versus (18)F-FDG-PET to identify mild cognitive impairment |
title | Arterial spin labeling versus (18)F-FDG-PET to identify mild cognitive impairment |
title_full | Arterial spin labeling versus (18)F-FDG-PET to identify mild cognitive impairment |
title_fullStr | Arterial spin labeling versus (18)F-FDG-PET to identify mild cognitive impairment |
title_full_unstemmed | Arterial spin labeling versus (18)F-FDG-PET to identify mild cognitive impairment |
title_short | Arterial spin labeling versus (18)F-FDG-PET to identify mild cognitive impairment |
title_sort | arterial spin labeling versus (18)f-fdg-pet to identify mild cognitive impairment |
topic | Regular Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6957781/ https://www.ncbi.nlm.nih.gov/pubmed/31931403 http://dx.doi.org/10.1016/j.nicl.2019.102146 |
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