Quantification of dopamine D2/3 receptors in rat brain using factor analysis corrected [18F]Fallypride images

被引:23
作者
Millet, Philippe [1 ]
Moulin-Sallanon, Marcelle [1 ,2 ]
Tournier, Benjamin B. [1 ,3 ]
Dumas, Noe [1 ]
Charnay, Yves [4 ]
Ibanez, Vicente [1 ]
Ginovart, Nathalie [1 ,3 ]
机构
[1] Univ Hosp Geneva, Dept Psychiat, Div Neuropsychiat, Clin Neurophysiol & Neuroimaging Unit, CH-1225 Geneva, Switzerland
[2] Univ Grenoble 1, INSERM, Unit 1039, La Tronche, France
[3] Univ Geneva, Dept Psychiat, Geneva, Switzerland
[4] Univ Hosp Geneva, Dept Psychiat, Div Neuropsychiat, Morphol Unit, CH-1225 Geneva, Switzerland
基金
瑞士国家科学基金会;
关键词
Factor analysis; Fallypride; Dopamine D-2/3 receptors; Kinetic modeling; PET; POSITRON-EMISSION-TOMOGRAPHY; PARTIAL-VOLUME CORRECTION; RADIOLIGAND BINDING; PET; F-18-FALLYPRIDE; SEQUENCES; QUANTITATION; AMPHETAMINE; RADIOTRACER; AFFINITY;
D O I
10.1016/j.neuroimage.2012.05.075
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The goal of this work is to quantify the binding parameters of [F-18]Fallypride in the striatal and extrastriatal regions of the rat brain using factor analysis (FA) to correct small animal PET kinetic imaging for spillover defluorination radioactivity. Eleven rats were employed for YAP-(S)PET acquisitions and metabolite studies. All kinetic parameters including B'(max) and KdVR were estimated with a three-tissue compartment seven-parameter model (3T-7k) on the basis of all the FA-corrected data from the multi-injection protocol. Binding potential (BPND) was calculated with Logan's graphical analysis taking cerebellum as the reference region and using the first injection raw (BPND-RAW) and FA-corrected (BPND-FA) data. Three distinct factors corresponding to free + non-specific binding, specific binding and skull and gland accumulation were recovered from FA with their corresponding spatial distributions. The resulting reconstructed images without skull and gland accumulation were improved to provide a better contrast between specific and non-specific regions. Very bad fits were obtained when using time-activity curves (TACs) calculated from the raw [F-18]Fallypride data, whereas all TACs were well fitted by the 3T-7k model after FA correction. FA-corrected data enables the cerebellar region to be used as reference for the Logan approach. The magnitude of the BPND-FA values was increased from 21% to 108% across regions and the rank order of BPND-RA values (Cx < Hip < MB approximate to Thal < VST < DST) matched those of B'(max) values. This [F-18]Fallypride study in rats shows that all brain regions are contaminated by skull and gland radioactivity accumulation. We show that FA is a very effective method of correcting kinetic data for spillover activity. Moreover, the approach presented here with [F-18]Fallypride data can be extended to other radioligands and also to human data which can be highly distorted by radiodefluorination as shown in the literature. (c) 2012 Elsevier Inc. All rights reserved.
引用
收藏
页码:1455 / 1468
页数:14
相关论文
共 47 条
[1]   Positron emission tomography partial volume correction: Estimation and algorithms [J].
Aston, JAD ;
Cunningham, VJ ;
Asselin, MC ;
Hammers, A ;
Evans, AC ;
Gunn, RN .
JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2002, 22 (08) :1019-1034
[2]   A STATISTICAL-MODEL FOR THE DETERMINATION OF THE OPTIMAL METRIC IN FACTOR-ANALYSIS OF MEDICAL IMAGE SEQUENCES (FAMIS) [J].
BENALI, H ;
BUVAT, I ;
FROUIN, F ;
BAZIN, JP ;
DIPAOLA, R .
PHYSICS IN MEDICINE AND BIOLOGY, 1993, 38 (08) :1065-1080
[3]   TARGET APEX-SEEKING IN FACTOR-ANALYSIS OF MEDICAL IMAGE SEQUENCES [J].
BUVAT, I ;
BENALI, H ;
FROUIN, F ;
BAZIN, JP ;
DIPAOLA, R .
PHYSICS IN MEDICINE AND BIOLOGY, 1993, 38 (01) :123-138
[4]   Statistical distribution of factors and factor images in factor analysis of medical image sequences [J].
Buvat, I ;
Benali, H ;
Di Paola, R .
PHYSICS IN MEDICINE AND BIOLOGY, 1998, 43 (06) :1695-1711
[5]   Brain uptake of the acid metabolites of F-18-labeled WAY 100635 analogs [J].
Carson, RE ;
Wu, YJ ;
Lang, LX ;
Ma, Y ;
Der, MG ;
Herscovitch, P ;
Eckelman, WC .
JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2003, 23 (02) :249-260
[6]   Measuring the in vivo binding parameters of [18F]-fallypride in monkeys using a PET multiple-injection protocol [J].
Christian, BT ;
Narayanan, T ;
Shi, B ;
Morris, ED ;
Mantil, J ;
Mukherjee, J .
JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2004, 24 (03) :309-322
[7]  
Christian BT, 2000, SYNAPSE, V38, P71, DOI 10.1002/1098-2396(200010)38:1<71::AID-SYN8>3.0.CO
[8]  
2-2
[9]   Striatal and Extrastriatal MicroPET Imaging of D2/D3 Dopamine Receptors in Rat Brain With [18F] Fallypride and [18F] Desmethoxyfallypride [J].
Constantinescu, Cristian C. ;
Coleman, Robert A. ;
Pan, Min-Liang ;
Mukherjee, Jogeshwar .
SYNAPSE, 2011, 65 (08) :778-787
[10]   Nucleus Accumbens D2/3 receptors predict trait impulsivity and cocaine reinforcement [J].
Dalley, Jeffrey W. ;
Fryer, Tim D. ;
Brichard, Laurent ;
Robinson, Emma S. J. ;
Theobald, David E. H. ;
Laeaene, Kristjan ;
Pena, Yolanda ;
Murphy, Emily R. ;
Shah, Yasmene ;
Probst, Katrin ;
Abakumova, Irina ;
Aigbirhio, Franklin I. ;
Richards, Hugh K. ;
Hong, Young ;
Baron, Jean-Claude ;
Everitt, Barry J. ;
Robbins, Trevor W. .
SCIENCE, 2007, 315 (5816) :1267-1270