An evaluation of the diagnostic equivalence of 18F-FDG-PET between hybrid PET/MRI and PET/CT in drug-resistant epilepsy: A pilot study

被引:17
作者
Poirier, Stefan E. [1 ,2 ]
Kwan, Benjamin Y. M. [3 ]
Jurkiewicz, Michael T. [4 ]
Samargandy, Lina [4 ]
Iacobelli, Maryssa [1 ]
Steven, David A. [5 ,6 ]
Cheung, Victor Lam Shin [4 ]
Moran, Gerald [7 ]
Prato, Frank S. [1 ,2 ,4 ]
Thompson, R. Terry [1 ,2 ,4 ]
Burneo, Jorge G. [5 ,6 ]
Anazodo, Udunna C. [1 ,2 ,5 ,8 ]
Thiessen, Jonathan D. [1 ,2 ,4 ]
机构
[1] Lawson Hlth Res Inst, Lawson Imaging, 268 Grosvenor St, London, ON N6A 4V2, Canada
[2] Western Univ, Schulich Sch Med & Dent, Dept Med Biophys, London, ON, Canada
[3] Queens Univ, Dept Diagnost Radiol, Kingston, ON, Canada
[4] Western Univ, Schulich Sch Med & Dent, Dept Med Imaging, London, ON, Canada
[5] Western Univ, Schulich Sch Med & Dent, Dept Clin Neurol Sci, London, ON, Canada
[6] Western Univ, Schulich Sch Med & Dent, Dept Epidemiol & Biostat, London, ON, Canada
[7] Siemens Healthineers, Oakville, ON, Canada
[8] McGill Univ, Res Ctr Studies Aging, Montreal, PQ, Canada
关键词
PET; MRI; CT; Drug-resistant epilepsy; Fluorodeoxyglucose; MRI-based attenuation correction; POSITRON-EMISSION-TOMOGRAPHY; ATTENUATION CORRECTION; MRI; COREGISTRATION; EXPERIENCE; IMAGES;
D O I
10.1016/j.eplepsyres.2021.106583
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objective: Hybrid PET/MRI may improve detection of seizure-onset zone (SOZ) in drug-resistant epilepsy (DRE), however, concerns over PET bias from MRI-based attenuation correction (MRAC) have limited clinical adoption of PET/MRI. This study evaluated the diagnostic equivalency and potential clinical value of PET/MRI against PET/CT in DRE. Materials and methods: MRI, FDG-PET and CT images (n = 18) were acquired using a hybrid PET/MRI and a CT scanner. To assess diagnostic equivalency, PET was reconstructed using MRAC (RESOLUTE) and CT-based attenuation correction (CTAC) to generate PET/MRI and PET/CT images, respectively. PET/MRI and PET/CT images were compared qualitatively through visual assessment and quantitatively through regional standardized uptake value (SUV) and z-score assessment. Diagnostic accuracy and sensitivity of PET/MRI and PET/CT for SOZ detection were calculated through comparison to reference standards (clinical hypothesis and histopathology, respectively). Results: Inter-reader agreement in visual assessment of PET/MRI and PET/CT images was 78 % and 81 %, respectively. PET/MRI and PET/CT were strongly correlated in mean SUV (r = 0.99, p < 0.001) and z-scores (r = 0.92, p < 0.001) across all brain regions. MRAC SUV bias was <5% in most brain regions except the inferior temporal gyrus, temporal pole, and cerebellum. Diagnostic accuracy and sensitivity were similar between PET/ MRI and PET/CT (87 % vs. 85 % and 83 % vs. 83 %, respectively). Conclusion: We demonstrate here that PET/MRI with optimal MRAC can yield similar diagnostic performance as PET/CT. Nevertheless, further exploration of the potential added value of PET/MRI is necessary before clinical adoption of PET/MRI for epilepsy imaging.
引用
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页数:9
相关论文
共 39 条
[1]   Preliminary evaluation of MRI-derived input function for quantitative measurement of glucose metabolism in an integrated PET-MRI [J].
Udunna Anazodo ;
Matthew Kewin ;
Elizabeth Finger ;
Jonathan Thiessen ;
Jennifer Hadway ;
John Butler ;
William Pavlosky ;
Frank Prato ;
Terry Thompson ;
Keith St Lawrence .
EJNMMI Physics, 2 (Suppl 1)
[2]   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
[3]   Combined 18F-FDG-PET and diffusion tensor imaging in mesial temporal lobe epilepsy with hippocampal sclerosis [J].
Aparicio, Javier ;
Carreno, Mar ;
Bargallo, Nuria ;
Setoain, Xavier ;
Rubi, Sebastia ;
Rumia, Jordi ;
Falcon, Carles ;
Calvo, Anna ;
Marti-Fuster, Berta ;
Padilla, Nelly ;
Boget, Teresa ;
Pintor, Luis ;
Donaire, Antonio .
NEUROIMAGE-CLINICAL, 2016, 12 :976-989
[4]   Recommendations for the use of structural magnetic resonance imaging in the care of patients with epilepsy: A consensus report from the International League Against Epilepsy Neuroimaging Task Force [J].
Bernasconi, Andrea ;
Cendes, Fernando ;
Theodore, William H. ;
Gill, Ravnoor S. ;
Koepp, Matthias J. ;
Hogan, Robert Edward ;
Jackson, Graeme D. ;
Federico, Paolo ;
Labate, Angelo ;
Vaudano, Anna Elisabetta ;
Bluemcke, Ingmar ;
Ryvlin, Philippe ;
Bernasconi, Neda .
EPILEPSIA, 2019, 60 (06) :1054-1068
[5]   The Utility of Positron Emission Tomography in Epilepsy [J].
Burneo, Jorge G. ;
Poon, Raymond ;
Kellett, Sarah ;
Snead, O. Carter, III .
CANADIAN JOURNAL OF NEUROLOGICAL SCIENCES, 2015, 42 (06) :360-371
[6]   Metabolic patterns and seizure outcomes following anterior temporal lobectomy [J].
Cahill, Varduhi ;
Sinclair, Benjamin ;
Malpas, Charles B. ;
McIntosh, Anne M. ;
Chen, Zhibin ;
Vivash, Lucy E. ;
O'Shea, Marie F. ;
Wilson, Sarah J. ;
Desmond, Patricia M. ;
Berlangieri, Salvatore U. ;
Hicks, Rodney J. ;
Rowe, Christopher C. ;
Morokoff, Andrew P. ;
King, James A. ;
Fabinyi, Gavin C. ;
Kaye, Andrew H. ;
Kwan, Patrick ;
Berkovic, Samuel F. ;
O'Brien, Terence J. .
ANNALS OF NEUROLOGY, 2019, 85 (02) :241-250
[7]   Method for transforming CT images for attenuation correction in PET/CT imaging [J].
Carney, JPJ ;
Townsend, DW ;
Rappoport, V ;
Bendriem, B .
MEDICAL PHYSICS, 2006, 33 (04) :976-983
[8]   FDG-PET improves surgical outcome in negative MRI Taylor-type focal cortical dysplasias [J].
Chassoux, F. ;
Rodrigo, S. ;
Semah, F. ;
Beuvon, F. ;
Landre, E. ;
Devaux, B. ;
Turak, B. ;
Mellerio, C. ;
Meder, J. -F. ;
Roux, F. -X. ;
Daumas-Duport, C. ;
Merlet, P. ;
Dulac, O. ;
Chiron, C. .
NEUROLOGY, 2010, 75 (24) :2168-2175
[9]   The long-term outcome of adult epilepsy surgery, patterns of seizure remission, and relapse: a cohort study [J].
de Tisi, Jane ;
Bell, Gail S. ;
Peacock, Janet L. ;
McEvoy, Andrew W. ;
Harkness, William F. J. ;
Sander, Josemir W. ;
Duncan, John S. .
LANCET, 2011, 378 (9800) :1388-1395
[10]  
Desarnaud S, 2018, EUR J NUCL MED MOL I, V45, P1449, DOI 10.1007/s00259-018-3994-3