A comparison of CT- and MR-based attenuation correction in neurological PET

被引:61
作者
Dickson, John C. [1 ]
O'Meara, Celia [1 ]
Barnes, Anna [1 ]
机构
[1] Univ Coll London Hosp, Inst Nucl Med, London NW1 2BU, England
关键词
PET/MR; Attenuation correction; Quantification; Brain; PET; MOTION CORRECTION; SEGMENTATION;
D O I
10.1007/s00259-013-2652-z
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose To assess the quantitative accuracy of current MR attenuation correction (AC) methods in neurological PET, in comparison to data derived using CT AC. Methods This retrospective study included 25 patients who were referred for a neurological FDG PET examination and were imaged sequentially by PET/CT and simultaneous PET/MR. Differences between activity concentrations derived using Dixon and ultrashort echo time (UTE) MR-based AC and those derived from CT AC were compared using volume of interest and voxel-based approaches. The same comparisons were also made using PET data represented as SUV ratios (SUVr) using grey matter cerebellum as the reference region. Results Extensive and statistically significant regional under-estimations of activity concentrations were found with both Dixon AC (P<0.001) and UTE AC (P<0.001) in all brain regions when compared to CT AC. The greatest differences were found in the cortical grey matter (Dixon AC 21.3 %, UTE AC 15.7 %) and cerebellum (Dixon AC 19.8 %, UTE AC 17.3 %). The underestimation using UTE AC was significantly less than with Dixon AC (P<0.001) in most regions. Voxel-based comparisons showed that all cortical grey matter and cerebellum uptake was underestimated with Dixon AC compared to CT AC. Using UTE AC the extent and significance of these differences were reduced. Inaccuracies in cerebellar activity concentrations led to a mixture of predominantly cortical underestimation and subcortical overestimation in SUVr PET data for both MR AC methodologies. Conclusion MR-based AC results in significant underestimation of activity concentrations throughout the brain, which makes the use of SUVr data difficult. These effects limit the quantitative accuracy of neurological PET/MR.
引用
收藏
页码:1176 / 1189
页数:14
相关论文
共 30 条
[1]   Combined PET/MR imaging in neurology: MR-based attenuation correction implies a strong spatial bias when ignoring bone [J].
Andersen, Flemming Littrup ;
Ladefoged, Claes Nohr ;
Beyer, Thomas ;
Keller, Sune Hogild ;
Hansen, Adam Espe ;
Hojgaard, Liselotte ;
Kjaer, Andreas ;
Law, Ian ;
Holm, Soren .
NEUROIMAGE, 2014, 84 :206-216
[2]  
Ashburner J, 1999, HUM BRAIN MAPP, V7, P254, DOI 10.1002/(SICI)1097-0193(1999)7:4<254::AID-HBM4>3.0.CO
[3]  
2-G
[4]   MRI-Based Attenuation Correction for Hybrid PET/MRI Systems: A 4-Class Tissue Segmentation Technique Using a Combined Ultrashort-Echo-Time/Dixon MRI Sequence [J].
Berker, Yannick ;
Franke, Jochen ;
Salomon, Andre ;
Palmowski, Moritz ;
Donker, Henk C. W. ;
Temur, Yavuz ;
Mottaghy, Felix M. ;
Kuhl, Christiane ;
Izquierdo-Garcia, David ;
Fayad, Zahi A. ;
Kiessling, Fabian ;
Schulz, Volkmar .
JOURNAL OF NUCLEAR MEDICINE, 2012, 53 (05) :796-804
[5]  
Brett M., 2002, 8 INT CONFERANCE FUN
[6]   PET attenuation coefficients from CT images: experimental evaluation of the transformation of CT into PET 511-keV attenuation coefficients [J].
Burger, C ;
Goerres, G ;
Schoenes, S ;
Buck, A ;
Lonn, AHR ;
von Schulthess, GK .
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2002, 29 (07) :922-927
[7]   Using PET with 18F-AV-45 (florbetapir) to quantify brain amyloid load in a clinical environment [J].
Camus, V. ;
Payoux, P. ;
Barre, L. ;
Desgranges, B. ;
Voisin, T. ;
Tauber, C. ;
La Joie, R. ;
Tafani, M. ;
Hommet, C. ;
Chetelat, G. ;
Mondon, K. ;
de la Sayette, V. ;
Cottier, J. P. ;
Beaufils, E. ;
Ribeiro, M. J. ;
Gissot, V. ;
Vierron, E. ;
Vercouillie, J. ;
Vellas, B. ;
Eustache, F. ;
Guilloteau, D. .
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2012, 39 (04) :621-631
[8]   PET and MR Imaging: The Odd Couple or a Match Made in Heaven? [J].
Catana, Ciprian ;
Guimaraes, Alexander R. ;
Rosen, Bruce R. .
JOURNAL OF NUCLEAR MEDICINE, 2013, 54 (05) :815-824
[9]   MRI-Assisted PET Motion Correction for Neurologic Studies in an Integrated MR-PET Scanner [J].
Catana, Ciprian ;
Benner, Thomas ;
van der Kouwe, Andre ;
Byars, Larry ;
Hamm, Michael ;
Chonde, Daniel B. ;
Michel, Christian J. ;
El Fakhri, Georges ;
Schmand, Matthias ;
Sorensen, Gregory .
JOURNAL OF NUCLEAR MEDICINE, 2011, 52 (01) :154-161
[10]   Toward Implementing an MRI-Based PET Attenuation-Correction Method for Neurologic Studies on the MR-PET Brain Prototype [J].
Catana, Ciprian ;
van der Kouwe, Andre ;
Benner, Thomas ;
Michel, Christian J. ;
Hamm, Michael ;
Fenchel, Matthias ;
Fischl, Bruce ;
Rosen, Bruce ;
Schmand, Matthias ;
Sorensen, A. Gregory .
JOURNAL OF NUCLEAR MEDICINE, 2010, 51 (09) :1431-1438