Correction of partial volume effect in 18F-FDG PET brain studies using coregistered MR volumes: Voxel based analysis of tracer uptake in the white matter

NeuroImage

Volumn 72, Issue , 2013, Pages 183-192

  Coello, Christopher ^a,b   Willoch, Frode ^a,b,c   Selnes, Per ^b   Gjerstad, Leif ^d,e   Fladby, Tormod ^b,e   Skretting, Arne ^a,d  

^a UNIVERSITY OF OSLO   (Norway)

^b AKERSHUS UNIVERSITY HOSPITAL   (Norway)

^c Aleris Health ^*  (Norway)

^d OSLO UNIVERSITY HOSPITAL   (Norway)

^e UNIVERSITY OF OSLO   (Norway)

Author keywords

Fluorodeoxyglucose (FDG); Magnetic resonance imaging (MRI); Partial volume correction (PVC); Partial volume effect; Partial volume effect (PVE); Positron emission tomography (PET); White matter (WM)

Indexed keywords

FLUORODEOXYGLUCOSE F 18;

ARTICLE; BRAIN METABOLISM; BRAIN REGION; BRAIN SIZE; CLASSIFICATION ALGORITHM; DRUG METABOLISM; DRUG UPTAKE; GRAY MATTER; HUMAN; HUMAN EXPERIMENT; HUMAN TISSUE; IMAGE ANALYSIS; IMAGE PROCESSING; INTERMETHOD COMPARISON; ISOTOPE LABELING; MATHEMATICAL COMPUTING; MATHEMATICAL MODEL; NEUROANATOMY; NEUROIMAGING; NORMAL HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; POSITRON EMISSION TOMOGRAPHY; PRIORITY JOURNAL; QUANTITATIVE STUDY; RADIOISOTOPE DISTRIBUTION; VOXEL BASED MORPHOMETRY; WHITE MATTER;

ALGORITHMS; BRAIN; FLUORODEOXYGLUCOSE F18; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MILD COGNITIVE IMPAIRMENT; NERVE FIBERS, MYELINATED; POSITRON-EMISSION TOMOGRAPHY; RADIOPHARMACEUTICALS;

EID: 84874392940     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2013.01.043     Document Type: Article

References (44)

1. Barret O., Mularczyk P., Mikolajczyk K., Burger C. Performance evaluation of PMOD integrated partial volume correction method for brain pet data. Neuroimage 2010, 52(Supplement 1):S10. 10.1016/j.neuroimage.2010.04.191.
2. Boussion N., Hatt M., Lamare F., Bizais Y., Turzo A., Rest C.C.L., Visvikis D. A multiresolution image based approach for correction of partial volume effects in emission tomography. Phys. Med. Biol. 2006, 51:1857-1876.
3. Breteler M.M. Vascular risk factors for Alzheimer's disease: an epidemiologic perspective. Neurobiol. Aging 2000, 21:153-160.
4. Brooks Rodney A., Di Chiro G. Slice geometry in computer assisted tomography. J. Comput. Assist. Tomogr. 1977, 1. (-).
5. Brun A., Englund E. A white matter disorder in dementia of the alzheimer type: a pathoanatomical study. Ann. Neurol. 1986, 19:253-262.
6. de la Torre J.C. Alzheimer disease as a vascular disorder: nosological evidence. Stroke 2002, 33:1152-1162.
7. Erlandsson K., Buvat I., Pretorius P.H., Thomas B.A., Hutton B.F. A review of partial volume correction techniques for emission tomography and their applications in neurology, cardiology and oncology. Phys. Med. Biol. 2012, 57:R119-R159.
8. Fischl B., van der Kouwe A., Destrieux C., Halgren E., Ségonne F., Salat D.H., Busa E., Seidman L.J., Goldstein J., Kennedy D., Caviness V., Makris N., Rosen B., Dale A.M. Automatically parcellating the human cerebral cortex. Cereb. Cortex 2004, 14:11-22.
9. Fjell A.M., Walhovd K.B., Amlien I., Bjørnerud A., Reinvang I., Gjerstad L., Cappelen T., Willoch F., Due-Tønnessen P., Grambaite R., Skinningsrud A., Stenset V., Fladby T. Morphometric changes in the episodic memory network and tau pathologic features correlate with memory performance in patients with mild cognitive impairment. AJNR Am. J. Neuroradiol. 2008, 29:1183-1189.
10. Frouin V., Comtat C., Reilhac A., Grégoire M.C. Correction of partial-volume effect for pet striatal imaging: fast implementation and study of robustness. J. Nucl. Med. 2002, 43:1715-1726.
11. Hansen P.C., O'Leary D.P. The use of the l-curve in the regularization of discrete ill-posed problems. SIAM J. Sci. Comput. 1993, 14:1487-1503.
12. Kadekaro M., Vance W.H., Terrell M.L., Gary H., Eisenberg H.M., Sokoloff L. Effects of antidromic stimulation of the ventral root on glucose utilization in the ventral horn of the spinal cord in the rat. Proc. Natl. Acad. Sci. 1987, 84:5492-5495.
13. Kiebel S.J., Ashburner J., Poline J.B., Friston K.J. MRI and pet coregistration - a cross validation of statistical parametric mapping and automated image registration. Neuroimage 1997, 5:271-279.
14. Meltzer C.C., Leal J.P., Mayberg H.S., Wagner H.N., Frost J.J. Correction of pet data for partial volume effects in human cerebral cortex by MR imaging. J. Comput. Assist. Tomogr. 1990, 14:561-570.
15. Mielke R., Kessler J., Szelies B., Herholz K., Wienhard K., Heiss W.D. Normal and pathological aging - findings of positron-emission-tomography. J. Neural Transm. 1998, 105:821-837.
16. Minoshima S., Giordani B., Berent S., Frey K., Foster N., Kuhl D. Metabolic reduction in the posterior cingulate cortex in very early Alzheimer's disease. Ann. Neurol. 1997, 42:85-94.
17. Mosconi L. Brain glucose metabolism in the early and specific diagnosis of Alzheimer's disease. Eur. J. Nucl. Med. Mol. Imaging 2005, 32:486-510. 10.1007/s00259-005-1762-7.
18. Müller-Gärtner H.W., Links J.M., Prince J.L., Bryan R.N., McVeigh E., Leal J.P., Davatzikos C., Frost J.J. Measurement of radiotracer concentration in brain gray matter using positron emission tomography: MRI-based correction for partial volume effects. J. Cereb. Blood Flow Metab. 1992, 12:571-583.
19. Pantoni L., Garcia J.H. Pathogenesis of leukoaraiosis: a review. Stroke 1997, 28:652-659.
20. Quarantelli M., Berkouk K., Prinster A., Landeau B., Svarer C., Balkay L., Alfano B., Brunetti A., Baron J.C., Salvatore M. Integrated software for the analysis of brain pet/spect studies with partial-volume-effect correction. J. Nucl. Med. 2004, 45:192-201.
21. Rahmim A., Zhou Y., Tang J., Lu L., Sossi V., Wong D.F. Direct 4d parametric imaging for linearized models of reversibly binding pet tracers using generalized AB-EM reconstruction. Phys. Med. Biol. 2012, 57:733.
22. Reilhac A., Batan G., Michel C., Grova C., Tohka J., Louis Collins D., Costes N., Evans A. PET-SORTEO: validation and development of database of simulated pet volumes. IEEE Trans. Nucl. Sci. 2005, 52:1321-1328. (Cited By (since 1996) 30).
23. Rousset O.G., Zaidi H. Correction for Partial Volume Effects in Emission Tomography 2006, Springer.
24. Rousset O.G., Ma Y., Evans A.C. Correction for partial volume effects in pet: principle and validation. J. Nucl. Med. 1998, 39:904-911.
25. Rousset O., Rahmim A., Alavi A., Zaidi H. Partial volume correction strategies in pet. PET Clin. 2007, 2:235-249.
26. Rousset O.G., Collins D.L., Rahmim A., Wong D.F. Design and implementation of an automated partial volume correction in pet: application to dopamine receptor quantification in the normal human striatum. J. Nucl. Med. 2008, 49:1097-1106.
27. Saporta G. Probabilité, Analyse des données et Statistique. Technip 2006.
28. Segobin S., Matthews J., Markiewicz P., Herholz K. A hybrid between region-based and voxel-based methods for partial volume correction in pet. Nuclear Science Symposium Conference Record (NSS/MIC), 2010 IEEE 2010, 3073-3078. 10.1109/NSSMIC.2010.5874365.
29. Selnes P., Blennow K., Zetterberg H., Grambaite R., Rosengren L., Johnsen L., Stenset V., Fladby T. Effects of cerebrovascular disease on amyloid precursor protein metabolites in cerebrospinal fluid. Cerebrospinal Fluid Res. 2010, 7:10.
30. Selnes P., Fjell A.M., Gjerstad L., Bjørnerud A., Wallin A., Due-Tønnessen P., Grambaite R., Stenset V., Fladby T. White matter imaging changes in subjective and mild cognitive impairment. Alzheimers Dement. 2012, 8:S112-S121.
31. Shidahara M., Tsoumpas C., Hammers A., Boussion N., Visvikis D., Suhara T., Kanno I., Turkheimer F.E. Functional and structural synergy for resolution recovery and partial volume correction in brain PET. Neuroimage 2009, 44:340-348.
32. Shima K., Matsunari I., Samuraki M., Chen W.P., Yanase D., Noguchi-Shinohara M., Takeda N., Ono K., Yoshita M., Miyazaki Y., Matsuda H., Yamada M. Posterior cingulate atrophy and metabolic decline in early stage Alzheimer's disease. Neurobiol. Aging 2012, 33:2006-2017. 10.1016/j.neurobiolaging.2011.07.009.
33. Sjöbeck M., Haglund M., Englund E. White matter mapping in Alzheimer's disease: a neuropathological study. Neurobiol. Aging 2006, 27:673-680.
34. Skretting A. 'Intensity diffusion' is a better description than 'partial volume effect'. Eur. J. Nucl. Med. Mol. Imaging 2009, 36:536-537.
35. Skretting A. A method for on-site measurements of the effective spatial resolution in pet image volumes reconstructed with OSEM and Gaussian post-filters. Radiat. Prot. Dosimetry 2010, 139:195-198.
36. Snowdon D.A., Greiner L.H., Mortimer J.A., Riley K.P., Greiner P.A., Markesbery W.R. Brain infarction and the clinical expression of Alzheimer disease. The Nun Study. JAMA 1997, 277:813-817.
37. Soret M., Bacharach S.L., Buvat I. Partial-volume effect in pet tumor imaging. J. Nucl. Med. 2007, 48:932-945.
38. Stenset V., Johnsen L., Kocot D., Negaard A., Skinningsrud A., Gulbrandsen P., Wallin A., Fladby T. Associations between white matter lesions, cerebrovascular risk factors, and low CSF Abeta42. Neurology 2006, 67:830-833.
39. Teo B.K., Seo Y., Bacharach S.L., Carrasquillo J.A., Libutti S.K., Shukla H., Hasegawa B.H., Hawkins R.A., Franc B.L. Partial-volume correction in pet: validation of an iterative postreconstruction method with phantom and patient data. J. Nucl. Med. 2007, 48:802-810.
40. Thomas B., Erlandsson K., Modat M., Thurfjell L., Vandenberghe R., Ourselin S., Hutton B. The importance of appropriate partial volume correction for pet quantification in Alzheimer's disease. Eur. J. Nucl. Med. Mol. Imaging 2011, 38:1104-1119.
41. Tian J., Shi J., Bailey K., Mann D.M.A. Relationships between arteriosclerosis, cerebral amyloid angiopathy and myelin loss from cerebral cortical white matter in Alzheimer's disease. Neuropathol. Appl. Neurobiol. 2004, 30:46-56.
42. Tohka J., Reilhac A. Deconvolution-based partial volume correction in raclopride-pet and Monte Carlo comparison to MR-based method. Neuroimage 2008, 39:1570-1584.
43. Vermeer S.E., Longstreth W.T., Koudstaal P.J. Silent brain infarcts: a systematic review. Lancet Neurol. 2007, 6:611-619.
44. Walhovd K.B., Fjell A.M., Amlien I., Grambaite R., Stenset V., Bjørnerud A., Reinvang I., Gjerstad L., Cappelen T., Due-Tønnessen P., Fladby T. Multimodal imaging in mild cognitive impairment: metabolism, morphometry and diffusion of the temporal-parietal memory network. Neuroimage 2009, 45:215-223.