Parametric mapping using spectral analysis for 11C-PBR28 PET reveals neuroinflammation in mild cognitive impairment subjects
Purpose Neuroinflammation and microglial activation play an important role in amnestic mild cognitive impairment (MCI) and Alzheimer’s disease. In this study, we investigated the spatial distribution of neuroinflammation in MCI subjects, using spectral analysis (SA) to generate parametric maps and q...
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Published in | European journal of nuclear medicine and molecular imaging Vol. 45; no. 8; pp. 1432 - 1441 |
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Main Authors | , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Berlin/Heidelberg
Springer Berlin Heidelberg
01.07.2018
Springer Nature B.V |
Subjects | |
Online Access | Get full text |
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Summary: | Purpose
Neuroinflammation and microglial activation play an important role in amnestic mild cognitive impairment (MCI) and Alzheimer’s disease. In this study, we investigated the spatial distribution of neuroinflammation in MCI subjects, using spectral analysis (SA) to generate parametric maps and quantify
11
C–PBR28 PET, and compared these with compartmental and other kinetic models of quantification.
Methods
Thirteen MCI and nine healthy controls were enrolled in this study. Subjects underwent
11
C–PBR28 PET scans with arterial cannulation. Spectral analysis with an arterial plasma input function was used to generate
11
C–PBR28 parametric maps. These maps were then compared with regional
11
C–PBR28 V
T
(volume of distribution) using a two-tissue compartment model and Logan graphic analysis. Amyloid load was also assessed with
18
F–Flutemetamol PET.
Results
With SA, three component peaks were identified in addition to blood volume. The
11
C–PBR28 impulse response function (IRF) at 90 min produced the lowest coefficient of variation. Single-subject analysis using this IRF demonstrated microglial activation in five out of seven amyloid-positive MCI subjects. IRF parametric maps of
11
C–PBR28 uptake revealed a group-wise significant increase in neuroinflammation in amyloid-positive MCI subjects versus HC in multiple cortical association areas, and particularly in the temporal lobe. Interestingly, compartmental analysis detected group-wise increase in
11
C–PBR28 binding in the thalamus of amyloid-positive MCI subjects, while Logan parametric maps did not perform well.
Conclusions
This study demonstrates for the first time that spectral analysis can be used to generate parametric maps of
11
C–PBR28 uptake, and is able to detect microglial activation in amyloid-positive MCI subjects. IRF parametric maps of
11
C–PBR28 uptake allow voxel-wise single-subject analysis and could be used to evaluate microglial activation in individual subjects. |
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Bibliography: | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 |
ISSN: | 1619-7070 1619-7089 1619-7089 |
DOI: | 10.1007/s00259-018-3984-5 |