NEUROLOGY 2004;63:2332-2340
© 2004 American Academy of Neurology
MCI conversion to dementia and the APOE genotype
A prediction study with FDG-PET
L. Mosconi, MD,
D. Perani, MD,
S. Sorbi, MD,
K. Herholz, MD,
B. Nacmias, PhD,
V. Holthoff, MD,
E. Salmon, MD,
J.-C. Baron, MD,
M. T.R. De Cristofaro, MD,
A. Padovani, MD,
B. Borroni, MD,
M. Franceschi, MD,
L. Bracco, MD and
A. Pupi, MD
From the Departments of Clinical Pathophysiology (Drs. Mosconi, De Cristofaro, and Pupi) and Neurological and Psychiatric Sciences (Drs. Sorbi, Nacmias, and Bracco), University of Florence, Institute of Bioimaging and Molecular PhysiologyCNR (Drs. Perani and Franceschi), Vita-Salute H. San Raffaele University, and Institute H. San Raffaele (Dr. Perani), Milan, and Department of Neurological Sciences (Drs. Padovani and Borroni), University of Brescia, Italy; Department of Psychiatry (Dr. Mosconi), New York University School of Medicine; Department of Psychiatry and Psychotherapy (Dr. Herholz), University of Technology, Dresden, and Neurological Clinic and Max Planck Institute for Neurological Research (Drs. Baron and Borroni), University of Cologne, Germany; Cyclotron Research Centre and Service of Neurology (Dr. Holthoff), University of Liege, Belgium; and INSERM Unit 320 (Dr. Salmon), Cyceron, University of Caen, France.
Address correspondence and reprint requests to Dr. A. Pupi, Nuclear Medicine Unit, Department of Clinical Pathophysiology, University of Florence, viale Morgagni 85, 50134 Florence, Italy; e-mail: a.pupi{at}dfc.unifi.it
Objectives: To investigate whether the combination of fluoro-2-deoxy-D-glucose (FDG) PET measures with the APOE genotype would improve prediction of the conversion from mild cognitive impairment (MCI) to Alzheimer disease (AD).
Method: After 1 year, 8 of 37 patients with MCI converted to AD (22%). Differences in baseline regional glucose metabolic rate (rCMRglc) across groups were assessed on a voxel-based basis using a two-factor analysis of variance with outcome (converters [n = 8] vs nonconverters [n = 29]) and APOE genotype (E4 carriers [E4+] [n = 16] vs noncarriers [E4] [n = 21]) as grouping factors. Results were considered significant at p < 0.05, corrected for multiple comparisons.
Results: All converters showed reduced rCMRglc in the inferior parietal cortex (IPC) as compared with the nonconverters. Hypometabolism in AD-typical regions, that is, temporoparietal and posterior cingulate cortex, was found for the E4+ as compared with the E4 patients, with the E4+/converters (n = 5) having additional rCMRglc reductions within frontal areas, such as the anterior cingulate (ACC) and inferior frontal (IFC) cortex. For the whole MCI sample, IPC rCMRglc predicted conversion to AD with 84% overall diagnostic accuracy (p = 0.003). Moreover, ACC and IFC rCMRglc improved prediction for the E4+ group, yielding 100% sensitivity, 90% specificity, and 94% accuracy (p < 0.0005), thus leading to an excellent discrimination.
Conclusion: Fluoro-2-deoxy-D-glucose-PET measures may improve prediction of the conversion to Alzheimer disease, especially in combination with the APOE genotype.
Received April 23, 2004.
Accepted in final form September 2, 2004.
Additional material related to this article can be found on the Neurology Web site. Go to www.neurology.org and scroll down the Table of Contents for the December 28 issue to find the title link for this article.
This article has been cited by other articles:

|
 |

|
 |
 
F. Liu, J. Shi, H. Tanimukai, J. Gu, J. Gu, I. Grundke-Iqbal, K. Iqbal, and C.-X. Gong
Reduced O-GlcNAcylation links lower brain glucose metabolism and tau pathology in Alzheimer's disease
Brain,
July 1, 2009;
132(7):
1820 - 1832.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
V. J. Lowe, B. J. Kemp, C. R. Jack Jr., M. Senjem, S. Weigand, M. Shiung, G. Smith, D. Knopman, B. Boeve, B. Mullan, et al.
Comparison of 18F-FDG and PiB PET in Cognitive Impairment
J. Nucl. Med.,
June 1, 2009;
50(6):
878 - 886.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
K. Kantarci, S. D. Weigand, S. A. Przybelski, M. M. Shiung, J. L. Whitwell, S. Negash, D. S. Knopman, B. F. Boeve, P. C. O'Brien, R. C. Petersen, et al.
Risk of dementia in MCI: Combined effect of cerebrovascular disease, volumetric MRI, and 1H MRS
Neurology,
April 28, 2009;
72(17):
1519 - 1525.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J J Virta, S Aalto, T Jarvenpaa, M Karrasch, J Kaprio, M Koskenvuo, I Raiha, T Viljanen, and J O Rinne
Voxel-based analysis of cerebral glucose metabolism in mono- and dizygotic twins discordant for Alzheimer disease
J. Neurol. Neurosurg. Psychiatry,
March 1, 2009;
80(3):
259 - 266.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
B. Kuczynski, W. Jagust, H. C. Chui, and B. Reed
An inverse association of cardiovascular risk and frontal lobe glucose metabolism
Neurology,
February 24, 2009;
72(8):
738 - 743.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
Y. Yuan, Z.-X. Gu, and W.-S. Wei
Fluorodeoxyglucose-Positron-Emission Tomography, Single-Photon Emission Tomography, and Structural MR Imaging for Prediction of Rapid Conversion to Alzheimer Disease in Patients with Mild Cognitive Impairment: A Meta-Analysis
AJNR Am. J. Neuroradiol.,
February 1, 2009;
30(2):
404 - 410.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
V. Garibotto, B. Borroni, E. Kalbe, K. Herholz, E. Salmon, V. Holtoff, S. Sorbi, S. F. Cappa, A. Padovani, F. Fazio, et al.
Education and occupation as proxies for reserve in aMCI converters and AD: FDG-PET evidence
Neurology,
October 21, 2008;
71(17):
1342 - 1349.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
N. Nicolakakis, T. Aboulkassim, B. Ongali, C. Lecrux, P. Fernandes, P. Rosa-Neto, X.-K. Tong, and E. Hamel
Complete Rescue of Cerebrovascular Function in Aged Alzheimer's Disease Transgenic Mice by Antioxidants and Pioglitazone, a Peroxisome Proliferator-Activated Receptor {gamma} Agonist
J. Neurosci.,
September 10, 2008;
28(37):
9287 - 9296.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
L. Mosconi, W. H. Tsui, K. Herholz, A. Pupi, A. Drzezga, G. Lucignani, E. M. Reiman, V. Holthoff, E. Kalbe, S. Sorbi, et al.
Multicenter Standardized 18F-FDG PET Diagnosis of Mild Cognitive Impairment, Alzheimer's Disease, and Other Dementias
J. Nucl. Med.,
March 1, 2008;
49(3):
390 - 398.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. Ewers, K. Buerger, S. J. Teipel, P. Scheltens, J. Schroder, R. P. Zinkowski, F. H. Bouwman, P. Schonknecht, N.S.M. Schoonenboom, N. Andreasen, et al.
Multicenter assessment of CSF-phosphorylated tau for the prediction of conversion of MCI
Neurology,
December 11, 2007;
69(24):
2205 - 2212.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
L. Mosconi, M. Brys, R. Switalski, R. Mistur, L. Glodzik, E. Pirraglia, W. Tsui, S. De Santi, and M. J. de Leon
From the Cover: Maternal family history of Alzheimer's disease predisposes to reduced brain glucose metabolism
PNAS,
November 27, 2007;
104(48):
19067 - 19072.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. Sarazin, C. Berr, J. De Rotrou, C. Fabrigoule, F. Pasquier, S. Legrain, B. Michel, M. Puel, M. Volteau, J. Touchon, et al.
Amnestic syndrome of the medial temporal type identifies prodromal AD: A longitudinal study
Neurology,
November 6, 2007;
69(19):
1859 - 1867.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. Awad, J. E. Warren, S. K. Scott, F. E. Turkheimer, and R. J. S. Wise
A Common System for the Comprehension and Production of Narrative Speech
J. Neurosci.,
October 24, 2007;
27(43):
11455 - 11464.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
H. Matsuda
Role of Neuroimaging in Alzheimer's Disease, with Emphasis on Brain Perfusion SPECT
J. Nucl. Med.,
August 1, 2007;
48(8):
1289 - 1300.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
G. W. Small
Diagnostic Issues in Dementia: Neuroimaging as a Surrogate Marker of Disease
J Geriatr Psychiatry Neurol,
September 1, 2006;
19(3):
180 - 185.
[Abstract]
[PDF]
|
 |
|

|
 |

|
 |
 
R. A. Velliquette, T. O'Connor, and R. Vassar
Energy Inhibition Elevates {beta}-Secretase Levels and Activity and Is Potentially Amyloidogenic in APP Transgenic Mice: Possible Early Events in Alzheimer's Disease Pathogenesis
J. Neurosci.,
November 23, 2005;
25(47):
10874 - 10883.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. Drzezga, T. Grimmer, M. Riemenschneider, N. Lautenschlager, H. Siebner, P. Alexopoulus, S. Minoshima, M. Schwaiger, and A. Kurz
Prediction of Individual Clinical Outcome in MCI by Means of Genetic Assessment and 18F-FDG PET
J. Nucl. Med.,
October 1, 2005;
46(10):
1625 - 1632.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
L. Mosconi, W. -H. Tsui, S. De Santi, J. Li, H. Rusinek, A. Convit, Y. Li, M. Boppana, and M. J. de Leon
Reduced hippocampal metabolism in MCI and AD: Automated FDG-PET image analysis
Neurology,
June 14, 2005;
64(11):
1860 - 1867.
[Abstract]
[Full Text]
[PDF]
|
 |
|
|