Automated Spatial Brain Normalization and Hindbrain White Matter Reference Tissue Give Improved [18F]-Florbetaben PET Quantitation in Alzheimer's Model Mice

被引:47
作者
Overhoff, Felix [1 ]
Brendel, Matthias [1 ]
Jaworska, Anna [2 ,3 ]
Korzhova, Viktoria [2 ]
Delker, Andreas [1 ]
Probst, Federico [1 ]
Focke, Carola [1 ]
Gildehaus, Franz-Josef [1 ]
Carlsen, Janette [1 ]
Baumann, Karlheinz [4 ]
Haass, Christian [2 ,5 ,6 ]
Bartenstein, Peter [1 ,5 ]
Herms, Jochen [2 ,5 ]
Rominger, Axel [1 ,5 ]
机构
[1] Univ Munich, Dept Nucl Med, Munich, Germany
[2] DZNE German Ctr Neurodegenerat Dis, Munich, Germany
[3] Int Inst Mol & Cell Biol, Lab Neurodegenerat, Warsaw, Poland
[4] F Hoffmann La Roche & Co Ltd, Roche Innovat Ctr Basel, Roche Pharma Res & Early Dev, Neurosci Discovery, CH-4002 Basel, Switzerland
[5] Munich Cluster Syst Neurol SyNergy, Munich, Germany
[6] Univ Munich, Biomed Ctr, Munich, Germany
关键词
Alzheimer's disease; beta-amyloid; F-18]-florbetaben; small animal PET; reference region; brain normalization; MILD COGNITIVE IMPAIRMENT; BETA-AMYLOID DEPOSITION; TRANSGENIC MOUSE MODEL; GLUCOSE-METABOLISM; DISEASE; BURDEN;
D O I
10.3389/fnins.2016.00045
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Preclinical PET studies of 13-amyloid (A beta) accumulation are of growing importance, but comparisons between research sites require standardized and optimized methods for quantitation. Therefore, we aimed to evaluate systematically the (1) impact of an automated algorithm for spatial brain normalization, and (2) intensity scaling methods of different reference regions for A beta-PET in a large dataset of transgenic mice. PS2APP mice in a 6 week longitudinal setting (N = 37) and another set of PS2APP mice at a histologically assessed narrow range of A beta burden (N = 40) were investigated by florbetaben PET Manual spatial normalization by three readers at different training levels was performed prior to application of an automated brain spatial normalization and inter -reader agreement was assessed by Fleiss Kappa (kappa). For this method the impact of templates at different pathology stages was investigated. Four different reference regions on brain uptake normalization were used to calculate frontal cortical standardized uptake value ratios (SUVRc-rx/REF) relative to raw SUVCTX. Results were compared on the basis of longitudinal stability (Cohen's d), and in reference to gold standard histopathological quantitation (Pearson's R). Application of an automated brain spatial normalization resulted in nearly perfect agreement (all If kappa >= 0.99) between different readers, with constant or improved correlation with histology. Templates based on inappropriate pathology stage resulted in up to 2.9% systematic bias for SUVRc-Fx, /REF " All SUVRG-Fx, /REF methods performed better than SUVGTx both with regard to longitudinal stability (d >= 1.21 vs. d = 0.23) and histological gold standard agreement (R >= 0.66 vs. R >= 0.31). Voxel-wise analysis suggested a physiologically implausible longitudinal decrease by global mean scaling. The hindbrain white matter reference (R-mean = 0.75)
引用
收藏
页数:12
相关论文
共 36 条
[1]  
[Anonymous], 2013, CALCULATION TEST DIF
[2]   Multifunctional Liposomes Reduce Brain β-Amyloid Burden and Ameliorate Memory Impairment in Alzheimer's Disease Mouse Models [J].
Balducci, Claudia ;
Mancini, Simona ;
Minniti, Stefania ;
La Vitola, Pietro ;
Zotti, Margherita ;
Sancini, Giulio ;
Mauri, Mario ;
Cagnotto, Alfredo ;
Colombo, Laura ;
Fiordaliso, Fabio ;
Grigoli, Emanuele ;
Salmona, Mario ;
Snellman, Anniina ;
Haaparanta-Solin, Merja ;
Forloni, Gianluigi ;
Masserini, Massimo ;
Re, Francesca .
JOURNAL OF NEUROSCIENCE, 2014, 34 (42) :14022-14031
[3]   Florbetaben to Trace Amyloid-β in the Alzheimer Brain by Means of PET [J].
Barthel, Henryk ;
Sabri, Osama .
JOURNAL OF ALZHEIMERS DISEASE, 2011, 26 :117-121
[4]   Subcortical elevation of metabolism in Parkinson's disease - A critical reappraisal in the context of global mean normalization [J].
Borghammer, Per ;
Cumming, Paul ;
Aanerud, Joel ;
Foerster, Stefan ;
Gjedde, Albert .
NEUROIMAGE, 2009, 47 (04) :1514-1521
[5]   Amyloid-PET predicts inhibition of de novo plaque formation upon chronic γ-secretase modulator treatment [J].
Brendel, M. ;
Jaworska, A. ;
Herms, J. ;
Trambauer, J. ;
Roetzer, C. ;
Gildehaus, F-J ;
Carlsen, J. ;
Cumming, P. ;
Bylund, J. ;
Luebbers, T. ;
Bartenstein, P. ;
Steiner, H. ;
Haass, C. ;
Baumann, K. ;
Rominger, A. .
MOLECULAR PSYCHIATRY, 2015, 20 (10) :1179-1187
[6]   Cross-Sectional Comparison of Small Animal [18F]-Florbetaben Amyloid-PET between Transgenic AD Mouse Models [J].
Brendel, Matthias ;
Jaworska, Anna ;
Grieinger, Eric ;
Rtzer, Christina ;
Burgold, Steffen ;
Gildehaus, Franz-Josef ;
Carlsen, Janette ;
Cumming, Paul ;
Baumann, Karlheinz ;
Haass, Christian ;
Steiner, Harald ;
Bartenstein, Peter ;
Herms, Jochen ;
Rominger, Axel .
PLOS ONE, 2015, 10 (02)
[7]   Improved longitudinal [18F]-AV45 amyloid PET by white matter reference and VOI-based partial volume effect correction [J].
Brendel, Matthias ;
Hoegenauer, Marcus ;
Delker, Andreas ;
Sauerbeck, Julia ;
Bartenstein, Peter ;
Seibyl, John ;
Rominger, Axel .
NEUROIMAGE, 2015, 108 :450-459
[8]   Impact of partial volume effect correction on cerebral β-amyloid imaging in APP-Swe mice using [18F]-florbetaben PET [J].
Brendel, Matthias ;
Delker, Andreas ;
Roetzer, Christina ;
Boening, Guido ;
Carlsen, Janette ;
Cyran, Clemens ;
Mille, Erik ;
Gildehaus, Franz Josef ;
Cumming, Paul ;
Baumann, Karlheinz ;
Steiner, Harald ;
Haass, Christian ;
Herms, Jochen ;
Bartenstein, Peter ;
Rominger, Axel .
NEUROIMAGE, 2014, 84 :843-853
[9]   Improved Power for Characterizing Longitudinal Amyloid-β PET Changes and Evaluating Amyloid-Modifying Treatments with a Cerebral White Matter Reference Region [J].
Chen, Kewei ;
Roontiva, Auttawut ;
Thiyyagura, Pradeep ;
Lee, Wendy ;
Liu, Xiaofen ;
Ayutyanont, Napatkamon ;
Protas, Hillary ;
Luo, Ji Luo ;
Bauer, Robert ;
Reschke, Cole ;
Bandy, Daniel ;
Koeppe, Robert A. ;
Fleisher, Adam S. ;
Caselli, Richard J. ;
Landau, Susan ;
Jagust, William J. ;
Weiner, Michael W. ;
Reiman, Eric M. .
JOURNAL OF NUCLEAR MEDICINE, 2015, 56 (04) :560-566
[10]   Use of Florbetapir-PET for Imaging β-Amyloid Pathology [J].
Clark, Christopher M. ;
Schneider, Julie A. ;
Bedell, Barry J. ;
Beach, Thomas G. ;
Bilker, Warren B. ;
Mintun, Mark A. ;
Pontecorvo, Michael J. ;
Hefti, Franz ;
Carpenter, Alan P. ;
Flitter, Matthew L. ;
Krautkramer, Michael J. ;
Kung, Hank F. ;
Coleman, R. Edward ;
Doraiswamy, P. Murali ;
Fleisher, Adam S. ;
Sabbagh, Marwan N. ;
Sadowsky, Carl H. ;
Reiman, P. Eric M. ;
Zehntner, Simone P. ;
Skovronsky, Daniel M. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2011, 305 (03) :275-283