Cargando…

Parametric mapping using spectral analysis for (11)C-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...

Descripción completa

Detalles Bibliográficos
Autores principales: Fan, Zhen, Dani, Melanie, Femminella, Grazia D., Wood, Melanie, Calsolaro, Valeria, Veronese, Mattia, Turkheimer, Federico, Gentleman, Steve, Brooks, David J., Hinz, Rainer, Edison, Paul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5993844/
https://www.ncbi.nlm.nih.gov/pubmed/29523926
http://dx.doi.org/10.1007/s00259-018-3984-5
_version_ 1783330296968511488
author Fan, Zhen
Dani, Melanie
Femminella, Grazia D.
Wood, Melanie
Calsolaro, Valeria
Veronese, Mattia
Turkheimer, Federico
Gentleman, Steve
Brooks, David J.
Hinz, Rainer
Edison, Paul
author_facet Fan, Zhen
Dani, Melanie
Femminella, Grazia D.
Wood, Melanie
Calsolaro, Valeria
Veronese, Mattia
Turkheimer, Federico
Gentleman, Steve
Brooks, David J.
Hinz, Rainer
Edison, Paul
author_sort Fan, Zhen
collection PubMed
description 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. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00259-018-3984-5) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-5993844
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher Springer Berlin Heidelberg
record_format MEDLINE/PubMed
spelling pubmed-59938442018-06-21 Parametric mapping using spectral analysis for (11)C-PBR28 PET reveals neuroinflammation in mild cognitive impairment subjects Fan, Zhen Dani, Melanie Femminella, Grazia D. Wood, Melanie Calsolaro, Valeria Veronese, Mattia Turkheimer, Federico Gentleman, Steve Brooks, David J. Hinz, Rainer Edison, Paul Eur J Nucl Med Mol Imaging Original Article 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. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00259-018-3984-5) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2018-03-09 2018 /pmc/articles/PMC5993844/ /pubmed/29523926 http://dx.doi.org/10.1007/s00259-018-3984-5 Text en © The Author(s) 2018 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Original Article
Fan, Zhen
Dani, Melanie
Femminella, Grazia D.
Wood, Melanie
Calsolaro, Valeria
Veronese, Mattia
Turkheimer, Federico
Gentleman, Steve
Brooks, David J.
Hinz, Rainer
Edison, Paul
Parametric mapping using spectral analysis for (11)C-PBR28 PET reveals neuroinflammation in mild cognitive impairment subjects
title Parametric mapping using spectral analysis for (11)C-PBR28 PET reveals neuroinflammation in mild cognitive impairment subjects
title_full Parametric mapping using spectral analysis for (11)C-PBR28 PET reveals neuroinflammation in mild cognitive impairment subjects
title_fullStr Parametric mapping using spectral analysis for (11)C-PBR28 PET reveals neuroinflammation in mild cognitive impairment subjects
title_full_unstemmed Parametric mapping using spectral analysis for (11)C-PBR28 PET reveals neuroinflammation in mild cognitive impairment subjects
title_short Parametric mapping using spectral analysis for (11)C-PBR28 PET reveals neuroinflammation in mild cognitive impairment subjects
title_sort parametric mapping using spectral analysis for (11)c-pbr28 pet reveals neuroinflammation in mild cognitive impairment subjects
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5993844/
https://www.ncbi.nlm.nih.gov/pubmed/29523926
http://dx.doi.org/10.1007/s00259-018-3984-5
work_keys_str_mv AT fanzhen parametricmappingusingspectralanalysisfor11cpbr28petrevealsneuroinflammationinmildcognitiveimpairmentsubjects
AT danimelanie parametricmappingusingspectralanalysisfor11cpbr28petrevealsneuroinflammationinmildcognitiveimpairmentsubjects
AT femminellagraziad parametricmappingusingspectralanalysisfor11cpbr28petrevealsneuroinflammationinmildcognitiveimpairmentsubjects
AT woodmelanie parametricmappingusingspectralanalysisfor11cpbr28petrevealsneuroinflammationinmildcognitiveimpairmentsubjects
AT calsolarovaleria parametricmappingusingspectralanalysisfor11cpbr28petrevealsneuroinflammationinmildcognitiveimpairmentsubjects
AT veronesemattia parametricmappingusingspectralanalysisfor11cpbr28petrevealsneuroinflammationinmildcognitiveimpairmentsubjects
AT turkheimerfederico parametricmappingusingspectralanalysisfor11cpbr28petrevealsneuroinflammationinmildcognitiveimpairmentsubjects
AT gentlemansteve parametricmappingusingspectralanalysisfor11cpbr28petrevealsneuroinflammationinmildcognitiveimpairmentsubjects
AT brooksdavidj parametricmappingusingspectralanalysisfor11cpbr28petrevealsneuroinflammationinmildcognitiveimpairmentsubjects
AT hinzrainer parametricmappingusingspectralanalysisfor11cpbr28petrevealsneuroinflammationinmildcognitiveimpairmentsubjects
AT edisonpaul parametricmappingusingspectralanalysisfor11cpbr28petrevealsneuroinflammationinmildcognitiveimpairmentsubjects