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August 1, 1996

Regional hypometabolism in Alzheimer's disease as measured by positron emission tomography after correction for effects of partial volume averaging

August 1996 issue
47 (2) 454-461

Abstract

Measurements of cerebral metabolism in patients with Alzheimer's disease (AD) using PET are artifactually depressed due to partial volume averaging of brain tissue activity with enlarged CSF spaces.To investigate the effects of correction for the expansion of CSF spaces on regional metabolic measures, as well as the correlations between neuropsychological test results and resting cerebral metabolism before and after partial volume correction, we applied an MRI-based method of partial volume correction to18 F-fluorodeoxyglucose (FDG)-PET data from eight patients diagnosed with probable AD and ten healthy elderly individuals. Before correction, the AD group had significantly lower cortex-to-cerebellum ratios in the posterior temporal, parietal, and frontal lobes in comparison to the control subjects. Partial volume correction of PET data resulted in 19 to 49% increases in regional activity in the AD group and 16 to 38% increases in the control group. The patients' persistence of significant hypometabolism in the frontal, posterior temporal, and parietal regions after partial volume correction suggests that a true reduction in regional cerebral glucose metabolism occurs in AD, even though its magnitude is a result of both metabolic reductions and the effects of atrophy. Partial volume correction of PET data in the AD group had a significant impact on the correlations between regional glucose metabolism and neuropsychological performance. These findings suggest that accounting for differential extent and distribution of cerebral atrophy in patients with AD and in healthy individuals may potentially improve our ability to interpret specific cognitive dysfunction in the context of the functional imaging data.
NEUROLOGY 1996;47: 454-461

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REFERENCES

1.
Nyback H, Nyman H, Blomqvist G, et al. Brain metabolism in Alzheimer's dementia: studies of sup 11 C-deoxyglucose accumulation, CSF monoamine metabolites and neuropsychological test performance in patients and healthy subjects. J Neurol Neurosurg Psychiatry 1991;54:672-678.
2.
Polinsky RJ, Noble J, Di Chiro G, et al. Dominantly inherited Alzheimer's disease: cerebral glucose metabolism. J Neurol Neurosurg Psychiatry 1987;50:752-757.
3.
Jamieson DG, Chawluk JB, Alavi A, et al. The effect of disease severity on local cerebral glucose metabolism in Alzheimer's disease. J Cereb Blood Flow Metab 1987;7(suppl 1):S410.
4.
Duara R, Grady C, Haxby J, et al. Positron emission tomography in Alzheimer's disease. Neurology 1986;36:879-887.
5.
Chawluk J, Alavi A, Hurtig H, et al. Altered patterns of regional cerebral glucose metabolism in aging and dementia. J Cereb Blood Flow Metab 1985;5(suppl 1):S121-S122.
6.
Foster NL, Chase TN, Mansi L, et al. Cortical abnormalities in Alzheimer's disease. Ann Neurol 1984;16:649-654.
7.
Friedland RP, Budinger TF, Ganz E, et al. Regional cerebral metabolic alterations in dementia of the Alzheimer type: positron emission tomography with sup 18 F-fluorodeoxyglucose. J Comput Assist Tomogr 1983;7:590-598.
8.
Cutler NR, Haxby JV, Duara R, et al. Clinical history, brain metabolism, and neuropsychological function in Alzheimer's disease. Ann Neurol 1985;18:298-309.
9.
Benson DF, Kuhl DE, Hawkins RA, et al. The fluorodeoxyglucose sup 18 F scan in Alzheimer's disease and multi-infarct dementia. Arch Neurol 1983;40:711-714.
10.
Tanna NK, Kohn MI, Horwich DN, et al. Analysis of brain and cerebrospinal fluid volumes with MR imaging: impact on PET data correction for atrophy, part II. Aging and Alzheimer dementia. Radiology 1991;178:123-130.
11.
Coleman PD, Flood DG. Neuron numbers and dendritic extent in normal aging and Alzheimer's disease. Neurobiol Aging 1987;8:521-545.
12.
Creasey H, Schwartz M, Frederickson H, et al. Quantitative computed tomography in dementia of the Alzheimer type. Neurology 1986;36:1563-1568.
13.
Brun A, Englund E. Regional pattern of degeneration in Alzheimer's disease: neuronal loss and histopathological grading. Histopathology 1981;5:549-564.
14.
Terry RD, Peck A, DeTeresa R, et al. Some morphometric aspects of the brain in senile dementia of the Alzheimer type. Ann Neurol 1981;10:184-192.
15.
Shefer VF. Absolute numbers of neurons and thickness of the cerebral cortex during aging, senile and vascular dementia, and Pick's and Alzheimer's diseases. Neurosci Behav Physiol 1972;6:319-324.
16.
Dahlbeck SW, McCluney KW, Yeakley JW, et al. The intertruncal distance: a new MR measurement for the hippocampal atrophy of Alzheimer disease. AJNR Am J Neuroradiol 1991;12:931-932.
17.
DeCarli C, Kaye JA, Horwitz B, Rapoport SI. Critical analysis of the use of computer-assisted transverse axial tomography to study human brain in aging and dementia of the Alzheimer type. Neurology 1990;40:872-883.
18.
Seab JP, Jagust WJ, Wong STS, et al. Quantitative NMR measurements of hippocampal atrophy in Alzheimer's disease. Magn Reson Med 1988;8:200-208.
19.
George AE, Stylopoulos LA, de Leon MJ, et al. Temporal lobe CT diagnostic features of Alzheimer disease [abstract]. AJNR Am J Neuroradiol 1987;8:931.
20.
Brinkman SD, Sarwar M, Levin HS, Morris HH. Quantitative indexes of computed tomography in dementia and normal aging. Radiology 1981;138:89-92.
21.
Fazekas F, Alavi A, Chawluk JB, et al. Comparison of CT, MR, and PET in Alzheimer's dementia and normal aging. J Nucl Med 1989;30:1607-1615.
22.
McGeer PL, Kamo H, Harrop R, et al. Comparison of PET, MRI, and CT with pathology in a proven case of Alzheimer's disease. Neurology 1986;36:1569-1574.
23.
Mann DMA, Yates PO, Marcyniuk B. Some morphometric observations on the cerebral cortex and hippocampus in presenile Alzheimer's disease, senile dementia of Alzheimer type and Down's syndrome in middle age. J Neurol Sci 1985;69:139-159.
24.
Mountjoy CQ, Roth M, Evans NJR, Evans HM. Cortical neuronal counts in normal elderly controls and demented patients. Neurobiol Aging 1983;4:1-11.
25.
Kessler RM, Ellis JR, Eden M. Analysis of emission tomographic scan data: limitations imposed by resolution and background. J Comput Assist Tomogr 1984;8:514-522.
26.
Mazziotta JC, Phelps ME, Plummer D, Kuhl DE. Quantitation in positron emission tomography: 5. Physical-anatomical effects. J Comput Assist Tomogr 1981;5:734-743.
27.
de Leon MJ, Ferris SH, George AE, et al. Computed tomography and positron emission transaxial tomography evaluations of normal aging and Alzheimer's disease. J Cereb Blood Flow Metab 1983;3:391-394.
28.
Lim KO, Zipursky RB, Watts MC, Pfefferbaum A. Decreased gray matter in normal aging: an in vivo magnetic resonance study. J Gerontol 1992;47:B26-30.
29.
Albert MS, Sandor T, Boston DP, Moss M, Jolesz F. Measurment of age-related differences in gray matter, white matter, and cerebrospinal fluid. Radiology 1992;185(P):200.
30.
Meltzer CC, Leal JP, Mayberg HS, et al. Correction of PET data for partial volume effects in human cerebral cortex by MR imaging. J Comput Assist Tomogr 1990;14:561-570.
31.
Meltzer CC, Leal JP, Cromwell CC, et al. Partial volume correction of regional cerebral glucose metabolism in Alzheimer's disease. Radiology 1990;177(P):217.
32.
Videen TO, Perlmutter JS, Mintun MA, Raichle ME. Regional correction of positron emission tomography data for the effects of cerebral atrophy. J Cereb Blood Flow Metab 1988;8:662-670.
33.
American Psychiatric Association Work Group to Revise DSM-III. Diagnostic and Statistical Manual of Mental Disorders-Revised. Washington, DC: American Psychiatric Association, 1987:119-122.
34.
Folstein MF, Folstein SE, McHugh PR. Mini-mental state. J Psychiatr Res 1976;12:189-198.
35.
Teng EL, Wimer C, Roberts E, et al. Alzheimer's dementia: performance on parallel forms of Dementia Assessment Battery. J Clin Exp Neuropsychol 1989;11:899-912.
36.
Meltzer CC, Bryan RN, Holcomb HH, et al. Anatomical localization for PET using MR imaging. J Comput Assist Tomogr 1990;14:418-426.
37.
Bruning JL, Kintz BL, eds. Computational handbook of statistics. Glenview, IL: Scott, Foresman & Co., 1987.
38.
Smith G, deLeon M, Volkow N, et al. Topography of glucose metabolic deficits in Alzheimer's disease: evidence from cross-sectional and longitudinal studies. Soc Neurosci Abstr 1989;15:1112.
39.
Schlageter NL, Horowitz B, Creasey H, et al. Relation of measured brain glucose utilization and cerebral atrophy in man. J Neurol Neurosurg Psychiatry 1987;50:779-785.
40.
Herscovitch P, Auchus AP, Gado M, et al. Correction of positron emission tomography data for cerebral atrophy. J Cereb Blood Flow Metab 1986;6:120-124.
41.
Chawluk JB, Alavi A, Dann R, et al. Positron emission tomography in aging and dementia: effect of cerebral atrophy. J Nucl Med 1987;28:431-437.
42.
Chawluk JB, Dann R, Alavi A, et al. The effect of focal cerebral atrophy in positron emission tomographic studies of aging and dementia. Nucl Med Biol 1990;17:797-804.
43.
Filipek PA, Kennedy DN, Caviness VS, Rossnick SL, Spraggins TA, Starewicz PM. Magnetic resonance imaging-based brain morphometry: development and application to normal subjects. Ann Neurol 1989;25:61-67.
44.
Condon BR, Patterson J, Wyper D, et al. A quantitative index of ventricular and extraventricular intracranial CSF volumes using MR imaging. J Comput Assist Tomogr 1986;10:784-792.
45.
Wyper DJ, Pickard JD, Matheson M. Accuracy of ventricular volume estimation. J Neurol Neurosurg Psychiatry 1979;42:345-350.
46.
Penn RD, Belanger MG, Yasnoff MD. Ventricular volume in man computed from CAT scans. Ann Neurol 1978;3:216-223.
47.
Alavi A, Newberg AB, Souder E, Berlin JA. Quantitative analysis of PET and MRI data in normal aging and Alzheimer's disease: atrophy-weighted total brain metabolism and absolute whole brain metabolism as reliable discriminators. J Nucl Med 1993;34:1681-1687.
48.
Muller-Gartner HW, Links JM, Prince JL, et al. 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.
49.
Lavy S, Melamed E, Bentin S, et al. Bihemispheric decreases of regional cerebral blood flow in dementia: correlation with age-matched normal controls. Ann Neurol 1978;4:445-450.
50.
Jolles PR, Chapman PR, Alavi A. PET, CT, and MRI in the evaluation of neuropsychiatric disorders: current applications. J Nucl Med 1989;30:1589-1606.
51.
Haxby JV, Duara R, Grady GL, et al. Relations between neuropsychological and cerebral metabolic asymmetries in early Alzheimer's disease. J Cereb Blood Flow Metab 1985;5:193-200.
52.
Reige WH, Metter EJ, Kuhl DE. Correlation of memory and brain glucose metabolism in depression and probable Alzheimer's disease. J Cereb Blood Flow Metab 1985;5(Suppl 1):S125-S126.
53.
Foster NL, Chase TN, Fedio P, et al. Alzheimer's disease: focal cortical changes shown by positron emission tomography. Neurology 1983;33:961-965.
54.
Friedland RP, Koss E, Jagust WJ. Lateral hemispheric asymmetries of glucose use in Alzheimer's disease: relationships to behavior, age of onset, and prognosis. J Cereb Blood Flow Metab 1985;5(Suppl 1):S123.
55.
Jagust WJ, Reed BR, Seab PJ, et al. Alzheimer's disease: age at onset and single-photon emission computed tomographic patterns of regional cerebral blood flow. Arch Neurol 1990;47:628-633.
56.
Haxby JV, Grady CL, Koss E, et al. Longitudinal study of cerebral metabolic asymmetries and associated neuropsychological patterns in early dementia of the Alzheimer type. Arch Neurol 1990;47:753-760.
57.
LeMay M. CT changes in dementing diseases: a review. AJNR Am J Neuroradiol 1986;7:841-853.
58.
Gray E, Haug H, Chimelli L, et al. Prominent cortical atrophy with neuronal loss as correlate of human immunodeficiency virus encephalopathy. Acta Neuropathol 1991;82:229-233.
59.
Ashtari M, Barr WB, Schaul N, Bogerts B. Three-dimensional fast low-angle shot imaging and computerized volume measurement of the hippocampus in patients with chronic epilepsy of the temporal lobe. AJNR Am J Neuroradiol 1991;12:941-947.
60.
Schroth G, Naegele T, Klose U, et al. Reversible brain shrinkage in abstinent alcoholics, measured by MRI. Neuroradiology 1988;30:385-389.

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Published In

Neurology®
Volume 47Number 2August 1996
Pages: 454-461
PubMed: 8757020

Publication History

Published online: August 1, 1996
Published in print: August 1996

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Affiliations & Disclosures

J. K. Zubieta, MD, PhD
From the Department of Radiology (Drs. Meltzer, Zubieta, and Frost), Department of Psychiatry (Drs. Brandt and Tune), Department of Environmental Health Sciences (Drs. Mayberg and Frost), Department of Neurology (Dr. Mayberg), and Department of Neuroscience (Dr. Frost), The Johns Hopkins Medical Institutions, Baltimore, MD; and the Division of Neuroradiology, Department of Radiology, University of Pittsburgh Medical Center, Pittsburgh, PA (Dr. Meltzer).
This work was supported by United States Public Health Service grants AG08740 and AG10624.
Received January 27, 1995. Accepted in final form November 22, 1995.
Address correspondence and reprint requests to Dr. J. James Frost, Department of Radiology, The Johns Hopkins University, School of Medicine, B1-130 Nelson-Tower Bldg, 600 N. Wolfe Street, Baltimore, MD 21287.

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