Background: We explored the presence of both reserve and resilience in late-converter mild cognitive impairment due to Alzheimer's disease (MCI-AD) and in patients with slowly progressing amyloid-positive MCI by assessing the topography and extent of neurodegeneration with respect to both "aggressive" and typically progressing phenotypes and in the whole group of patients with MCI, grounding the stratification on education level. Methods: We analyzed 94 patients with MCI-AD followed until conversion to dementia and 39 patients with MCI who had brain amyloidosis (AMY+ MCI), all with available baseline F-18-fluorodeoxyglucose positron emission tomography (FDG-PET) results. Using a data-driven approach based on conversion time, patients with MCI-AD were divided into typical AD and late-converter subgroups. Similarly, on the basis of annual rate of Mini Mental State Examination score reduction, AMY+ MCI group was divided, obtaining smoldering (first tertile) and aggressive (third tertile) subgroups. Finally, we divided the whole group (MCI-AD and AMY+ MCI) according to years of schooling, obtaining four subgroups: poorly educated (Low-EDUC; first quartile), patients with average education (Average-EDUC; second quartile), highly educated (High-EDUC; third quartile), and exceptionally educated (Except-EDUC; fourth quartile). FDG-PET of typical AD, late converters, and aggressive and smoldering AMY+ MCI subgroups, as well as education level-based subgroups, were compared with healthy volunteer control subjects (CTR) and within each group using a two-samples t test design (SPM8; p < 0.05 family-wise error-corrected). Results: Late converters were characterized by relatively preserved metabolism in the right middle temporal gyrus (Brodmann area [BA] 21) and in the left orbitofrontal cortex (BA 47) with respect to typical AD. When compared with CTR, the High-EDUC subgroup demonstrated a more extended bilateral hypometabolism in the posterior parietal cortex, posterior cingulate cortex, and precuneus than the Low-and Average-EDUC subgroups expressing the same level of cognitive impairment. The Except-EDUC subgroup showed a cluster of significant hypometabolism including only the left posterior parietal cortex (larger than the Low-and Average-EDUC subgroups but not further extended with respect to the High-EDUC subgroup). Conclusions: Middle and inferior temporal gyri may represent sites of resilience rather than a hallmark of a more aggressive pattern (when hypometabolic). These findings thus support the existence of a relatively homogeneous AD progression pattern of hypometabolism despite AD heterogeneity and interference of cognitive reserve. In fact, cortical regions whose "metabolic resistance" was associated with slower clinical progression had different localization with respect to the regions affected by education-related reserve.
机构:
INSERM, U1077, Caen, France
Univ Caen Normandie, UMR S1077, Caen, France
Ecole Prat Hautes Etud, UMR S1077, Caen, France
CHU Caen, U1077, Caen, FranceINSERM, U1077, Caen, France
Arenaza-Urquijo, Eider M.
Bejanin, Alexandre
论文数: 0引用数: 0
h-index: 0
机构:
INSERM, U1077, Caen, France
Univ Caen Normandie, UMR S1077, Caen, France
Ecole Prat Hautes Etud, UMR S1077, Caen, France
CHU Caen, U1077, Caen, FranceINSERM, U1077, Caen, France
Bejanin, Alexandre
Gonneaud, Julie
论文数: 0引用数: 0
h-index: 0
机构:
INSERM, U1077, Caen, France
Univ Caen Normandie, UMR S1077, Caen, France
Ecole Prat Hautes Etud, UMR S1077, Caen, France
CHU Caen, U1077, Caen, FranceINSERM, U1077, Caen, France
Gonneaud, Julie
Wirth, Miranka
论文数: 0引用数: 0
h-index: 0
机构:
INSERM, U1077, Caen, France
Univ Caen Normandie, UMR S1077, Caen, France
Ecole Prat Hautes Etud, UMR S1077, Caen, France
CHU Caen, U1077, Caen, FranceINSERM, U1077, Caen, France
Wirth, Miranka
La Joie, Renaud
论文数: 0引用数: 0
h-index: 0
机构:
INSERM, U1077, Caen, France
Univ Caen Normandie, UMR S1077, Caen, France
Ecole Prat Hautes Etud, UMR S1077, Caen, France
CHU Caen, U1077, Caen, FranceINSERM, U1077, Caen, France
La Joie, Renaud
Mutlu, Justine
论文数: 0引用数: 0
h-index: 0
机构:
INSERM, U1077, Caen, France
Univ Caen Normandie, UMR S1077, Caen, France
Ecole Prat Hautes Etud, UMR S1077, Caen, France
CHU Caen, U1077, Caen, FranceINSERM, U1077, Caen, France
Mutlu, Justine
Gaubert, Malo
论文数: 0引用数: 0
h-index: 0
机构:
INSERM, U1077, Caen, France
Univ Caen Normandie, UMR S1077, Caen, France
Ecole Prat Hautes Etud, UMR S1077, Caen, France
CHU Caen, U1077, Caen, FranceINSERM, U1077, Caen, France
Gaubert, Malo
Landeau, Brigitte
论文数: 0引用数: 0
h-index: 0
机构:
INSERM, U1077, Caen, France
Univ Caen Normandie, UMR S1077, Caen, France
Ecole Prat Hautes Etud, UMR S1077, Caen, France
CHU Caen, U1077, Caen, FranceINSERM, U1077, Caen, France
Landeau, Brigitte
de la Sayette, Vincent
论文数: 0引用数: 0
h-index: 0
机构:
INSERM, U1077, Caen, France
Univ Caen Normandie, UMR S1077, Caen, France
Ecole Prat Hautes Etud, UMR S1077, Caen, France
CHU Caen, Serv Neurol, Caen, FranceINSERM, U1077, Caen, France
de la Sayette, Vincent
Eustache, Francis
论文数: 0引用数: 0
h-index: 0
机构:
INSERM, U1077, Caen, France
Univ Caen Normandie, UMR S1077, Caen, France
Ecole Prat Hautes Etud, UMR S1077, Caen, France
CHU Caen, U1077, Caen, FranceINSERM, U1077, Caen, France
Eustache, Francis
Chetelat, Gael
论文数: 0引用数: 0
h-index: 0
机构:
INSERM, U1077, Caen, France
Univ Caen Normandie, UMR S1077, Caen, France
Ecole Prat Hautes Etud, UMR S1077, Caen, France
CHU Caen, U1077, Caen, FranceINSERM, U1077, Caen, France
机构:
Univ Genoa, Dept Hlth Sci, Nucl Med Unit, Largo R Benzi 10, I-16132 Genoa, Italy
IRCCS AOU San Martino IST, I-16132 Genoa, ItalyUniv Genoa, Dept Hlth Sci, Nucl Med Unit, Largo R Benzi 10, I-16132 Genoa, Italy
Bauckneht, Matteo
Picco, Agnese
论文数: 0引用数: 0
h-index: 0
机构:
IRCCS AOU San Martino IST, I-16132 Genoa, Italy
Univ Genoa, Clin Neurol Unit, Dept Neurosci, I-16132 Genoa, ItalyUniv Genoa, Dept Hlth Sci, Nucl Med Unit, Largo R Benzi 10, I-16132 Genoa, Italy
Picco, Agnese
Nobili, Flavio
论文数: 0引用数: 0
h-index: 0
机构:
IRCCS AOU San Martino IST, I-16132 Genoa, Italy
Univ Genoa, Clin Neurol Unit, Dept Neurosci, I-16132 Genoa, ItalyUniv Genoa, Dept Hlth Sci, Nucl Med Unit, Largo R Benzi 10, I-16132 Genoa, Italy
Nobili, Flavio
Morbelli, Silvia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Genoa, Dept Hlth Sci, Nucl Med Unit, Largo R Benzi 10, I-16132 Genoa, Italy
IRCCS AOU San Martino IST, I-16132 Genoa, ItalyUniv Genoa, Dept Hlth Sci, Nucl Med Unit, Largo R Benzi 10, I-16132 Genoa, Italy
Morbelli, Silvia
[J].
WORLD JOURNAL OF RADIOLOGY,
2015,
7
(12):
: 475
-
483
机构:
Univ Vita Salute San Raffaele, Milan, Italy
Hosp San Raffaele, San Raffaele Sci Inst, Div Neurosci, Nucl Med Unit, I-20132 Milan, ItalyCNR, Inst Mol Bioimaging & Physiol, Segrate, MI, Italy
机构:
INSERM, U1077, Caen, France
Univ Caen Normandie, UMR S1077, Caen, France
Ecole Prat Hautes Etud, UMR S1077, Caen, France
CHU Caen, U1077, Caen, FranceINSERM, U1077, Caen, France
Arenaza-Urquijo, Eider M.
Bejanin, Alexandre
论文数: 0引用数: 0
h-index: 0
机构:
INSERM, U1077, Caen, France
Univ Caen Normandie, UMR S1077, Caen, France
Ecole Prat Hautes Etud, UMR S1077, Caen, France
CHU Caen, U1077, Caen, FranceINSERM, U1077, Caen, France
Bejanin, Alexandre
Gonneaud, Julie
论文数: 0引用数: 0
h-index: 0
机构:
INSERM, U1077, Caen, France
Univ Caen Normandie, UMR S1077, Caen, France
Ecole Prat Hautes Etud, UMR S1077, Caen, France
CHU Caen, U1077, Caen, FranceINSERM, U1077, Caen, France
Gonneaud, Julie
Wirth, Miranka
论文数: 0引用数: 0
h-index: 0
机构:
INSERM, U1077, Caen, France
Univ Caen Normandie, UMR S1077, Caen, France
Ecole Prat Hautes Etud, UMR S1077, Caen, France
CHU Caen, U1077, Caen, FranceINSERM, U1077, Caen, France
Wirth, Miranka
La Joie, Renaud
论文数: 0引用数: 0
h-index: 0
机构:
INSERM, U1077, Caen, France
Univ Caen Normandie, UMR S1077, Caen, France
Ecole Prat Hautes Etud, UMR S1077, Caen, France
CHU Caen, U1077, Caen, FranceINSERM, U1077, Caen, France
La Joie, Renaud
Mutlu, Justine
论文数: 0引用数: 0
h-index: 0
机构:
INSERM, U1077, Caen, France
Univ Caen Normandie, UMR S1077, Caen, France
Ecole Prat Hautes Etud, UMR S1077, Caen, France
CHU Caen, U1077, Caen, FranceINSERM, U1077, Caen, France
Mutlu, Justine
Gaubert, Malo
论文数: 0引用数: 0
h-index: 0
机构:
INSERM, U1077, Caen, France
Univ Caen Normandie, UMR S1077, Caen, France
Ecole Prat Hautes Etud, UMR S1077, Caen, France
CHU Caen, U1077, Caen, FranceINSERM, U1077, Caen, France
Gaubert, Malo
Landeau, Brigitte
论文数: 0引用数: 0
h-index: 0
机构:
INSERM, U1077, Caen, France
Univ Caen Normandie, UMR S1077, Caen, France
Ecole Prat Hautes Etud, UMR S1077, Caen, France
CHU Caen, U1077, Caen, FranceINSERM, U1077, Caen, France
Landeau, Brigitte
de la Sayette, Vincent
论文数: 0引用数: 0
h-index: 0
机构:
INSERM, U1077, Caen, France
Univ Caen Normandie, UMR S1077, Caen, France
Ecole Prat Hautes Etud, UMR S1077, Caen, France
CHU Caen, Serv Neurol, Caen, FranceINSERM, U1077, Caen, France
de la Sayette, Vincent
Eustache, Francis
论文数: 0引用数: 0
h-index: 0
机构:
INSERM, U1077, Caen, France
Univ Caen Normandie, UMR S1077, Caen, France
Ecole Prat Hautes Etud, UMR S1077, Caen, France
CHU Caen, U1077, Caen, FranceINSERM, U1077, Caen, France
Eustache, Francis
Chetelat, Gael
论文数: 0引用数: 0
h-index: 0
机构:
INSERM, U1077, Caen, France
Univ Caen Normandie, UMR S1077, Caen, France
Ecole Prat Hautes Etud, UMR S1077, Caen, France
CHU Caen, U1077, Caen, FranceINSERM, U1077, Caen, France
机构:
Univ Genoa, Dept Hlth Sci, Nucl Med Unit, Largo R Benzi 10, I-16132 Genoa, Italy
IRCCS AOU San Martino IST, I-16132 Genoa, ItalyUniv Genoa, Dept Hlth Sci, Nucl Med Unit, Largo R Benzi 10, I-16132 Genoa, Italy
Bauckneht, Matteo
Picco, Agnese
论文数: 0引用数: 0
h-index: 0
机构:
IRCCS AOU San Martino IST, I-16132 Genoa, Italy
Univ Genoa, Clin Neurol Unit, Dept Neurosci, I-16132 Genoa, ItalyUniv Genoa, Dept Hlth Sci, Nucl Med Unit, Largo R Benzi 10, I-16132 Genoa, Italy
Picco, Agnese
Nobili, Flavio
论文数: 0引用数: 0
h-index: 0
机构:
IRCCS AOU San Martino IST, I-16132 Genoa, Italy
Univ Genoa, Clin Neurol Unit, Dept Neurosci, I-16132 Genoa, ItalyUniv Genoa, Dept Hlth Sci, Nucl Med Unit, Largo R Benzi 10, I-16132 Genoa, Italy
Nobili, Flavio
Morbelli, Silvia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Genoa, Dept Hlth Sci, Nucl Med Unit, Largo R Benzi 10, I-16132 Genoa, Italy
IRCCS AOU San Martino IST, I-16132 Genoa, ItalyUniv Genoa, Dept Hlth Sci, Nucl Med Unit, Largo R Benzi 10, I-16132 Genoa, Italy
Morbelli, Silvia
[J].
WORLD JOURNAL OF RADIOLOGY,
2015,
7
(12):
: 475
-
483
机构:
Univ Vita Salute San Raffaele, Milan, Italy
Hosp San Raffaele, San Raffaele Sci Inst, Div Neurosci, Nucl Med Unit, I-20132 Milan, ItalyCNR, Inst Mol Bioimaging & Physiol, Segrate, MI, Italy