Skip to main content
Erschienen in: European Journal of Nuclear Medicine and Molecular Imaging 10/2007

01.10.2007 | Original Article

Partial volume effect-corrected FDG PET and grey matter volume loss in patients with mild Alzheimer’s disease

verfasst von: Miharu Samuraki, Ichiro Matsunari, Wei-Ping Chen, Kazuyoshi Yajima, Daisuke Yanase, Akihiko Fujikawa, Nozomi Takeda, Shintaro Nishimura, Hiroshi Matsuda, Masahito Yamada

Erschienen in: European Journal of Nuclear Medicine and Molecular Imaging | Ausgabe 10/2007

Einloggen, um Zugang zu erhalten

Abstract

Purpose

Although 18F-fluorodeoxyglucose (FDG) PET is an established imaging technique to assess brain glucose utilisation, accurate measurement of tracer concentration is confounded by the presence of partial volume effect (PVE) due to the limited spatial resolution of PET, which is particularly true in atrophic brains such as those encountered in patients with Alzheimer’s disease (AD). Our aim was to investigate the effects of PVE correction on FDG PET in conjunction with voxel-based morphometry (VBM) in patients with mild AD.

Methods

Thirty-nine AD patients and 73 controls underwent FDG PET and MRI. The PVE-corrected grey matter PET images were obtained using an MRI-based three-compartment method. Additionally, the results of PET were compared with grey matter loss detected by VBM.

Results

Before PVE correction, reduced FDG uptake was observed in posterior cingulate gyri (PCG) and parieto-temporal lobes (PTL) in AD patients, which persisted after PVE correction. Notably, PVE correction revealed relatively preserved FDG uptake in hippocampal areas, despite the grey matter loss in medial temporal lobe (MTL) revealed by VBM.

Conclusion

FDG uptake in PCG and PTL is reduced in AD regardless of whether or not PVE correction is applied, supporting the notion that the reduced FDG uptake in these areas is not the result of atrophy. Furthermore, FDG uptake by grey matter tissue in the MTL, including hippocampal areas, is relatively preserved, suggesting that compensatory mechanisms may play a role in patients with mild AD.
Literatur
1.
Zurück zum Zitat Minoshima S, Giordani B, Berent S, Frey KA, Foster NL, Kuhl DE. Metabolic reduction in the posterior cingulate cortex in very early Alzheimer’s disease. Ann Neurol 1997;42:85–94.PubMedCrossRef Minoshima S, Giordani B, Berent S, Frey KA, Foster NL, Kuhl DE. Metabolic reduction in the posterior cingulate cortex in very early Alzheimer’s disease. Ann Neurol 1997;42:85–94.PubMedCrossRef
2.
Zurück zum Zitat Herholz K, Salmon E, Perani D, Baron JC, Holthoff V, Frolich L, et al. Discrimination between Alzheimer dementia and controls by automated analysis of multicenter FDG PET. Neuroimage 2002;17:302–16.PubMedCrossRef Herholz K, Salmon E, Perani D, Baron JC, Holthoff V, Frolich L, et al. Discrimination between Alzheimer dementia and controls by automated analysis of multicenter FDG PET. Neuroimage 2002;17:302–16.PubMedCrossRef
3.
Zurück zum Zitat Drzezga A, Lautenschlager N, Siebner H, Riemenschneider M, Willoch F, Minoshima S, et al. Cerebral metabolic changes accompanying conversion of mild cognitive impairment into Alzheimer’s disease: a PET follow-up study. Eur J Nucl Med Mol Imaging 2003;30:1104–13.PubMedCrossRef Drzezga A, Lautenschlager N, Siebner H, Riemenschneider M, Willoch F, Minoshima S, et al. Cerebral metabolic changes accompanying conversion of mild cognitive impairment into Alzheimer’s disease: a PET follow-up study. Eur J Nucl Med Mol Imaging 2003;30:1104–13.PubMedCrossRef
5.
Zurück zum Zitat Chen WP, Matsunari I, Noda A, Yanase D, Yajima K, Takeda N, et al. Rapid scanning protocol for brain 18F-FDG PET: a validation study. J Nucl Med 2005;46:1633–41.PubMed Chen WP, Matsunari I, Noda A, Yanase D, Yajima K, Takeda N, et al. Rapid scanning protocol for brain 18F-FDG PET: a validation study. J Nucl Med 2005;46:1633–41.PubMed
6.
Zurück zum Zitat Ibáñez V, Pietrini P, Alexander GE, Furey ML, Teichberg D, Rajapakse JC, et al. Regional glucose metabolic abnormalities are not the result of atrophy in Alzheimer’s disease. Neurology 1998;50:1585–93.PubMed Ibáñez V, Pietrini P, Alexander GE, Furey ML, Teichberg D, Rajapakse JC, et al. Regional glucose metabolic abnormalities are not the result of atrophy in Alzheimer’s disease. Neurology 1998;50:1585–93.PubMed
7.
Zurück zum Zitat Matsuda H, Ohnishi T, Asada T, Li ZJ, Kanetaka H, Imabayashi E, et al. Correction for partial-volume effects on brain perfusion SPECT in healthy men. J Nucl Med 2003;44:1243–52.PubMed Matsuda H, Ohnishi T, Asada T, Li ZJ, Kanetaka H, Imabayashi E, et al. Correction for partial-volume effects on brain perfusion SPECT in healthy men. J Nucl Med 2003;44:1243–52.PubMed
8.
Zurück zum Zitat Yanase D, Matsunari I, Yajima K, Chen W, Fujikawa A, Nishimura S, et al. Brain FDG PET study of normal aging in Japanese: effect of atrophy correction. Eur J Nucl Med Mol Imaging 2005;32:794–805.PubMedCrossRef Yanase D, Matsunari I, Yajima K, Chen W, Fujikawa A, Nishimura S, et al. Brain FDG PET study of normal aging in Japanese: effect of atrophy correction. Eur J Nucl Med Mol Imaging 2005;32:794–805.PubMedCrossRef
9.
10.
Zurück zum Zitat Pelletier D, Garrison K, Henry R. Measurement of whole-brain atrophy in multiple sclerosis. J Neuroimaging 2004;14:11S–9S.PubMedCrossRef Pelletier D, Garrison K, Henry R. Measurement of whole-brain atrophy in multiple sclerosis. J Neuroimaging 2004;14:11S–9S.PubMedCrossRef
11.
Zurück zum Zitat May A. The role of imaging in the pathophysiology and diagnosis of headache. Curr Opin Neurol 2005;18:293–7.PubMedCrossRef May A. The role of imaging in the pathophysiology and diagnosis of headache. Curr Opin Neurol 2005;18:293–7.PubMedCrossRef
12.
Zurück zum Zitat Karas GB, Burton EJ, Rombouts SA, van Schijndel RA, O’Brien JT, Scheltens P, et al. A comprehensive study of gray matter loss in patients with Alzheimer’s disease using optimized voxel-based morphometry. Neuroimage 2003;18:895–907.PubMedCrossRef Karas GB, Burton EJ, Rombouts SA, van Schijndel RA, O’Brien JT, Scheltens P, et al. A comprehensive study of gray matter loss in patients with Alzheimer’s disease using optimized voxel-based morphometry. Neuroimage 2003;18:895–907.PubMedCrossRef
13.
Zurück zum Zitat Ishii K, Sasaki H, Kono AK, Miyamoto N, Fukuda T, Mori E. Comparison of gray matter and metabolic reduction in mild Alzheimer’s disease using FDG-PET and voxel-based morphometric MR studies. Eur J Nucl Med Mol Imaging 2005;32:959–63.PubMedCrossRef Ishii K, Sasaki H, Kono AK, Miyamoto N, Fukuda T, Mori E. Comparison of gray matter and metabolic reduction in mild Alzheimer’s disease using FDG-PET and voxel-based morphometric MR studies. Eur J Nucl Med Mol Imaging 2005;32:959–63.PubMedCrossRef
14.
Zurück zum Zitat McKhann G, Drachman D, Folstein M, Katzman R, Price D, Stadlan EM. Clinical diagnosis of Alzheimer’s disease: report of the NINCDS-ADRDA Work Group under the auspices of Department of Health and Human Services Task Force on Alzheimer’s Disease. Neurology 1984;34:939–44.PubMed McKhann G, Drachman D, Folstein M, Katzman R, Price D, Stadlan EM. Clinical diagnosis of Alzheimer’s disease: report of the NINCDS-ADRDA Work Group under the auspices of Department of Health and Human Services Task Force on Alzheimer’s Disease. Neurology 1984;34:939–44.PubMed
15.
Zurück zum Zitat Berg L. Clinical dementia rating. Br J Psychiatry 1984;145:339.PubMed Berg L. Clinical dementia rating. Br J Psychiatry 1984;145:339.PubMed
16.
Zurück zum Zitat Talairach J, Tournoux P. Co-planar stereotaxic atlas of the human brain. Stuttgart: Thieme Medical, 1988. Talairach J, Tournoux P. Co-planar stereotaxic atlas of the human brain. Stuttgart: Thieme Medical, 1988.
17.
Zurück zum Zitat Frith CD, Friston K, Ashburner J, Holmes A, Poline J, Worsley K, et al. Principles and methods. In: Frackowiak RSJ, Friston KJ, Frith C, Dolan R, Mazziotta J, editors. Human brain function. San Diego: Academic; 1997. p. 3–159. Frith CD, Friston K, Ashburner J, Holmes A, Poline J, Worsley K, et al. Principles and methods. In: Frackowiak RSJ, Friston KJ, Frith C, Dolan R, Mazziotta J, editors. Human brain function. San Diego: Academic; 1997. p. 3–159.
18.
Zurück zum Zitat Ishii K, Sasaki M, Kitagaki H, Yamaji S, Sakamoto S, Matsuda K, et al. Reduction of cerebellar glucose metabolism in advanced Alzheimer’s disease. J Nucl Med 1997;38:925–8.PubMed Ishii K, Sasaki M, Kitagaki H, Yamaji S, Sakamoto S, Matsuda K, et al. Reduction of cerebellar glucose metabolism in advanced Alzheimer’s disease. J Nucl Med 1997;38:925–8.PubMed
19.
Zurück zum Zitat Soonawala D, Amin T, Ebmeier KP, Steele JD, Dougall NJ, Best J, et al. Statistical parametric mapping of 99mTc-HMPAO-SPECT images for the diagnosis of Alzheimer’s disease: normalizing to cerebellar tracer uptake. Neuroimage 2002;17:1193–202.PubMedCrossRef Soonawala D, Amin T, Ebmeier KP, Steele JD, Dougall NJ, Best J, et al. Statistical parametric mapping of 99mTc-HMPAO-SPECT images for the diagnosis of Alzheimer’s disease: normalizing to cerebellar tracer uptake. Neuroimage 2002;17:1193–202.PubMedCrossRef
20.
Zurück zum Zitat Good CD, Johnsrude IS, Ashburner J, Henson RN, Friston KJ, Frackowiak RS. A voxel-based morphometric study of ageing in 465 normal adult human brains. Neuroimage 2001;14:21–36.PubMedCrossRef Good CD, Johnsrude IS, Ashburner J, Henson RN, Friston KJ, Frackowiak RS. A voxel-based morphometric study of ageing in 465 normal adult human brains. Neuroimage 2001;14:21–36.PubMedCrossRef
21.
Zurück zum Zitat Meltzer CC, Zubieta JK, Brandt J, Tune LE, Mayberg HS, Frost JJ. Regional hypometabolism in Alzheimer’s disease as measured by positron emission tomography after correction for effects of partial volume averaging. Neurology 1996;47:454–61.PubMed Meltzer CC, Zubieta JK, Brandt J, Tune LE, Mayberg HS, Frost JJ. Regional hypometabolism in Alzheimer’s disease as measured by positron emission tomography after correction for effects of partial volume averaging. Neurology 1996;47:454–61.PubMed
22.
Zurück zum Zitat Meltzer CC, Kinahan PE, Greer PJ, Nichols TE, Comtat C, Cantwell MN, et al. Comparative evaluation of MR-based partial-volume correction schemes for PET. J Nucl Med 1999;40:2053–65.PubMed Meltzer CC, Kinahan PE, Greer PJ, Nichols TE, Comtat C, Cantwell MN, et al. Comparative evaluation of MR-based partial-volume correction schemes for PET. J Nucl Med 1999;40:2053–65.PubMed
23.
Zurück zum Zitat Ishii K, Willoch F, Minoshima S, Drzezga A, Ficaro EP, Cross DJ, et al. Statistical brain mapping of 18F-FDG PET in Alzheimer’s disease: validation of anatomic standardization for atrophied brains. J Nucl Med 2001;42:548–57.PubMed Ishii K, Willoch F, Minoshima S, Drzezga A, Ficaro EP, Cross DJ, et al. Statistical brain mapping of 18F-FDG PET in Alzheimer’s disease: validation of anatomic standardization for atrophied brains. J Nucl Med 2001;42:548–57.PubMed
24.
Zurück zum Zitat Ball MJ. Neuronal loss, neurofibrillary tangles and granulovacuolar degeneration in the hippocampus with ageing and dementia. A quantitative study. Acta Neuropathol (Berl) 1977;37:111–8.CrossRef Ball MJ. Neuronal loss, neurofibrillary tangles and granulovacuolar degeneration in the hippocampus with ageing and dementia. A quantitative study. Acta Neuropathol (Berl) 1977;37:111–8.CrossRef
25.
Zurück zum Zitat Hyman BT, Van Hoesen GW, Damasio AR, Barnes CL. Alzheimer’s disease: cell-specific pathology isolates the hippocampal formation. Science 1984;225:1168–70.PubMedCrossRef Hyman BT, Van Hoesen GW, Damasio AR, Barnes CL. Alzheimer’s disease: cell-specific pathology isolates the hippocampal formation. Science 1984;225:1168–70.PubMedCrossRef
26.
Zurück zum Zitat Ball MJ, Fisman M, Hachinski V, Blume W, Fox A, Kral VA, et al. A new definition of Alzheimer’s disease: a hippocampal dementia. Lancet 1985;1:14–6.PubMedCrossRef Ball MJ, Fisman M, Hachinski V, Blume W, Fox A, Kral VA, et al. A new definition of Alzheimer’s disease: a hippocampal dementia. Lancet 1985;1:14–6.PubMedCrossRef
27.
Zurück zum Zitat Ouchi Y, Nobezawa S, Okada H, Yoshikawa E, Futatsubashi M, Kaneko M. Altered glucose metabolism in the hippocampal head in memory impairment. Neurology 1998;51:136–42.PubMed Ouchi Y, Nobezawa S, Okada H, Yoshikawa E, Futatsubashi M, Kaneko M. Altered glucose metabolism in the hippocampal head in memory impairment. Neurology 1998;51:136–42.PubMed
28.
Zurück zum Zitat De Santi S, de Leon MJ, Rusinek H, Convit A, Tarshish CY, Roche A, et al. Hippocampal formation glucose metabolism and volume losses in MCI and AD. Neurobiol Aging 2001;22:529–39.PubMedCrossRef De Santi S, de Leon MJ, Rusinek H, Convit A, Tarshish CY, Roche A, et al. Hippocampal formation glucose metabolism and volume losses in MCI and AD. Neurobiol Aging 2001;22:529–39.PubMedCrossRef
29.
Zurück zum Zitat Mosconi L, Tsui WH, De Santi S, Li J, Rusinek H, Convit A, et al. Reduced hippocampal metabolism in MCI and AD: automated FDG-PET image analysis. Neurology 2005;64:1860–7.PubMedCrossRef Mosconi L, Tsui WH, De Santi S, Li J, Rusinek H, Convit A, et al. Reduced hippocampal metabolism in MCI and AD: automated FDG-PET image analysis. Neurology 2005;64:1860–7.PubMedCrossRef
30.
Zurück zum Zitat Jagust WJ. Functional imaging patterns in Alzheimer’s disease. Relationships to neurobiology. Ann N Y Acad Sci 1996;777:30–6.PubMedCrossRef Jagust WJ. Functional imaging patterns in Alzheimer’s disease. Relationships to neurobiology. Ann N Y Acad Sci 1996;777:30–6.PubMedCrossRef
31.
Zurück zum Zitat Ishii K, Sasaki M, Yamaji S, Sakamoto S, Kitagaki H, Mori E. Relatively preserved hippocampal glucose metabolism in mild Alzheimer’s disease. Dement Geriatr Cogn Disord 1998;9:317–22.PubMedCrossRef Ishii K, Sasaki M, Yamaji S, Sakamoto S, Kitagaki H, Mori E. Relatively preserved hippocampal glucose metabolism in mild Alzheimer’s disease. Dement Geriatr Cogn Disord 1998;9:317–22.PubMedCrossRef
32.
Zurück zum Zitat Mosconi L. Brain glucose metabolism in the early and specific diagnosis of Alzheimer’s disease. FDG-PET studies in MCI and AD. Eur J Nucl Med Mol Imaging 2005;32:486–510.PubMedCrossRef Mosconi L. Brain glucose metabolism in the early and specific diagnosis of Alzheimer’s disease. FDG-PET studies in MCI and AD. Eur J Nucl Med Mol Imaging 2005;32:486–510.PubMedCrossRef
33.
Zurück zum Zitat Horwitz B. Neuroplasticity and the progression of Alzheimer’s disease. Int J Neurosci 1988;41:1–14.PubMed Horwitz B. Neuroplasticity and the progression of Alzheimer’s disease. Int J Neurosci 1988;41:1–14.PubMed
34.
Zurück zum Zitat Davies CA, Mann DM, Sumpter PQ, Yates PO. A quantitative morphometric analysis of the neuronal and synaptic content of the frontal and temporal cortex in patients with Alzheimer’s disease. J Neurol Sci 1987;78:151–64.PubMedCrossRef Davies CA, Mann DM, Sumpter PQ, Yates PO. A quantitative morphometric analysis of the neuronal and synaptic content of the frontal and temporal cortex in patients with Alzheimer’s disease. J Neurol Sci 1987;78:151–64.PubMedCrossRef
35.
Zurück zum Zitat Jueptner M, Weiller C. Review: does measurement of regional cerebral blood flow reflect synaptic activity? Implications for PET and fMRI. Neuroimage 1995;2:148–56.PubMedCrossRef Jueptner M, Weiller C. Review: does measurement of regional cerebral blood flow reflect synaptic activity? Implications for PET and fMRI. Neuroimage 1995;2:148–56.PubMedCrossRef
36.
Zurück zum Zitat Scheff SW, DeKosky ST, Price DA. Quantitative assessment of cortical synaptic density in Alzheimer’s disease. Neurobiol Aging 1990;11:29–37.PubMedCrossRef Scheff SW, DeKosky ST, Price DA. Quantitative assessment of cortical synaptic density in Alzheimer’s disease. Neurobiol Aging 1990;11:29–37.PubMedCrossRef
37.
Zurück zum Zitat Geddes JW, Monaghan DT, Cotman CW, Lott IT, Kim RC, Chui HC. Plasticity of hippocampal circuitry in Alzheimer’s disease. Science 1985;230:1179–81.PubMedCrossRef Geddes JW, Monaghan DT, Cotman CW, Lott IT, Kim RC, Chui HC. Plasticity of hippocampal circuitry in Alzheimer’s disease. Science 1985;230:1179–81.PubMedCrossRef
38.
Zurück zum Zitat Dickerson BC, Salat DH, Greve DN, Chua EF, Rand-Giovannetti E, Rentz DM, et al. Increased hippocampal activation in mild cognitive impairment compared to normal aging and AD. Neurology 2005;65:404–11.PubMedCrossRef Dickerson BC, Salat DH, Greve DN, Chua EF, Rand-Giovannetti E, Rentz DM, et al. Increased hippocampal activation in mild cognitive impairment compared to normal aging and AD. Neurology 2005;65:404–11.PubMedCrossRef
39.
Zurück zum Zitat Insausti R, Amaral DG, Cowan WM. The entorhinal cortex of the monkey: II. Cortical afferents. J Comp Neurol 1987;264:356–95.PubMedCrossRef Insausti R, Amaral DG, Cowan WM. The entorhinal cortex of the monkey: II. Cortical afferents. J Comp Neurol 1987;264:356–95.PubMedCrossRef
40.
Zurück zum Zitat Munoz M, Insausti R. Cortical efferents of the entorhinal cortex and the adjacent parahippocampal region in the monkey (Macaca fascicularis). Eur J Neurosci 2005;22:1368–88.PubMedCrossRef Munoz M, Insausti R. Cortical efferents of the entorhinal cortex and the adjacent parahippocampal region in the monkey (Macaca fascicularis). Eur J Neurosci 2005;22:1368–88.PubMedCrossRef
41.
Zurück zum Zitat Johnson NA, Jahng GH, Weiner MW, Miller BL, Chui HC, Jagust WJ, et al. Pattern of cerebral hypoperfusion in Alzheimer disease and mild cognitive impairment measured with arterial spin-labeling MR imaging: initial experience. Radiology 2005;234:851–9.PubMedCrossRef Johnson NA, Jahng GH, Weiner MW, Miller BL, Chui HC, Jagust WJ, et al. Pattern of cerebral hypoperfusion in Alzheimer disease and mild cognitive impairment measured with arterial spin-labeling MR imaging: initial experience. Radiology 2005;234:851–9.PubMedCrossRef
42.
Zurück zum Zitat West MJ, Coleman PD, Flood DG, Troncoso JC. Differences in the pattern of hippocampal neuronal loss in normal ageing and Alzheimer’s disease. Lancet 1994;344:769–72.PubMedCrossRef West MJ, Coleman PD, Flood DG, Troncoso JC. Differences in the pattern of hippocampal neuronal loss in normal ageing and Alzheimer’s disease. Lancet 1994;344:769–72.PubMedCrossRef
43.
Zurück zum Zitat Hof PR, Bussiere T, Gold G, Kovari E, Giannakopoulos P, Bouras C, et al. Stereologic evidence for persistence of viable neurons in layer II of the entorhinal cortex and the CA1 field in Alzheimer disease. J Neuropathol Exp Neurol 2003;62:55–67.PubMed Hof PR, Bussiere T, Gold G, Kovari E, Giannakopoulos P, Bouras C, et al. Stereologic evidence for persistence of viable neurons in layer II of the entorhinal cortex and the CA1 field in Alzheimer disease. J Neuropathol Exp Neurol 2003;62:55–67.PubMed
44.
Zurück zum Zitat Rasmusson DX, Brandt J, Steele C, Hedreen JC, Troncoso JC, Folstein MF. Accuracy of clinical diagnosis of Alzheimer disease and clinical features of patients with non-Alzheimer disease neuropathology. Alzheimer Dis Assoc Disord 1996;10:180–8.PubMedCrossRef Rasmusson DX, Brandt J, Steele C, Hedreen JC, Troncoso JC, Folstein MF. Accuracy of clinical diagnosis of Alzheimer disease and clinical features of patients with non-Alzheimer disease neuropathology. Alzheimer Dis Assoc Disord 1996;10:180–8.PubMedCrossRef
45.
Zurück zum Zitat Petrella JR, Coleman RE, Doraiswamy PM. Neuroimaging and early diagnosis of Alzheimer disease: a look to the future. Radiology 2003;226:315–36.PubMedCrossRef Petrella JR, Coleman RE, Doraiswamy PM. Neuroimaging and early diagnosis of Alzheimer disease: a look to the future. Radiology 2003;226:315–36.PubMedCrossRef
46.
Zurück zum Zitat Mosconi L, De Santi S, Li Y, Li J, Zhan J, Tsui WH, et al. Visual rating of medial temporal lobe metabolism in mild cognitive impairment and Alzheimer’s disease using FDG-PET. Eur J Nucl Med Mol Imaging 2006;33:210–21.PubMedCrossRef Mosconi L, De Santi S, Li Y, Li J, Zhan J, Tsui WH, et al. Visual rating of medial temporal lobe metabolism in mild cognitive impairment and Alzheimer’s disease using FDG-PET. Eur J Nucl Med Mol Imaging 2006;33:210–21.PubMedCrossRef
Metadaten
Titel
Partial volume effect-corrected FDG PET and grey matter volume loss in patients with mild Alzheimer’s disease
verfasst von
Miharu Samuraki
Ichiro Matsunari
Wei-Ping Chen
Kazuyoshi Yajima
Daisuke Yanase
Akihiko Fujikawa
Nozomi Takeda
Shintaro Nishimura
Hiroshi Matsuda
Masahito Yamada
Publikationsdatum
01.10.2007
Verlag
Springer-Verlag
Erschienen in
European Journal of Nuclear Medicine and Molecular Imaging / Ausgabe 10/2007
Print ISSN: 1619-7070
Elektronische ISSN: 1619-7089
DOI
https://doi.org/10.1007/s00259-007-0454-x

Weitere Artikel der Ausgabe 10/2007

European Journal of Nuclear Medicine and Molecular Imaging 10/2007 Zur Ausgabe