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1.
AJNR Am J Neuroradiol ; 31(7): 1247-53, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20299441

ABSTRACT

BACKGROUND AND PURPOSE: Decreased glucose metabolism in the temporal and parietal lobes on FDG-PET is recognized as an early imaging marker for the AD pathology. Our objective was to investigate the effects of age on FDG-PET findings in aMCI. MATERIALS AND METHODS: Twenty-five patients with aMCI at 55-86 years of age (median = 73 years) and 25 age- and sex-matched CN subjects underwent FDG-PET. SPM5 was used to compare the FDG uptake in patients in aMCI-old (>73 years) and aMCI-young (

Subject(s)
Aging/metabolism , Blood Glucose/metabolism , Cognition Disorders/diagnostic imaging , Cognition Disorders/metabolism , Positron-Emission Tomography/methods , Aged , Aged, 80 and over , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/metabolism , Atrophy , Biomarkers/metabolism , Early Diagnosis , Female , Fluorodeoxyglucose F18 , Humans , Male , Middle Aged , Parietal Lobe/diagnostic imaging , Parietal Lobe/metabolism , Parietal Lobe/pathology , Positron-Emission Tomography/standards , Reproducibility of Results , Temporal Lobe/diagnostic imaging , Temporal Lobe/metabolism , Temporal Lobe/pathology
2.
Neurology ; 72(17): 1519-25, 2009 Apr 28.
Article in English | MEDLINE | ID: mdl-19398707

ABSTRACT

OBJECTIVE: To investigate the combined ability of hippocampal volumes, 1H magnetic resonance spectroscopy (MRS) metabolites, and cerebrovascular disease to predict the risk of progression to dementia in mild cognitive impairment (MCI). METHODS: We identified 151 consecutively recruited subjects with MCI from the Mayo Clinic Alzheimer's Disease Research Center and Patient Registry who underwent MRI and 1H MRS studies at baseline and were followed up with approximately annual clinical examinations. A multivariable proportional hazards model that considered all imaging predictors simultaneously was used to determine whether hippocampal volumes, posterior cingulate gyrus 1H MRS metabolites, white matter hyperintensity load, and presence of cortical and subcortical infarctions are complementary in predicting the risk of progression from MCI to dementia. RESULTS: Seventy-five subjects with MCI progressed to dementia by last follow-up. The model that best predicted progression to dementia included age, sex, hippocampal volumes, N-acetylaspartate (NAA)/creatine (Cr) on 1H MRS, and cortical infarctions. Based on age- and sex-adjusted Kaplan-Meier plots, we estimated that by 3 years, 26% of the MCI patients with normal hippocampal volumes, NAA/Cr ratios >1 SD, and no cortical infarctions will progress to dementia, compared with 78% of the MCI patients with hippocampal atrophy, low NAA/Cr (< or =1 SD), and cortical infarction. CONCLUSIONS: Multiple magnetic resonance (MR) markers of underlying dementia pathologies improve the ability to identify patients with prodromal dementia over a single MR marker, supporting the concept that individuals with multiple brain pathologies have increased odds of dementia compared with individuals with a single pathology.


Subject(s)
Cerebrovascular Disorders/diagnosis , Cognition Disorders/diagnosis , Cognition Disorders/metabolism , Dementia/diagnosis , Dementia/metabolism , Aged , Aged, 80 and over , Aspartic Acid/analogs & derivatives , Aspartic Acid/analysis , Aspartic Acid/metabolism , Atrophy/etiology , Atrophy/pathology , Atrophy/physiopathology , Biomarkers/analysis , Biomarkers/metabolism , Brain/metabolism , Brain/pathology , Brain/physiopathology , Cerebrovascular Disorders/complications , Cognition Disorders/physiopathology , Cohort Studies , Creatine/analysis , Creatine/metabolism , Dementia/physiopathology , Disease Progression , Female , Hippocampus/metabolism , Hippocampus/pathology , Hippocampus/physiopathology , Humans , Magnetic Resonance Imaging/methods , Magnetic Resonance Spectroscopy , Male , Middle Aged , Predictive Value of Tests , Proportional Hazards Models , Risk Factors
3.
Neurology ; 70(19 Pt 2): 1740-52, 2008 May 06.
Article in English | MEDLINE | ID: mdl-18032747

ABSTRACT

BACKGROUND: We tested if rates of brain atrophy accelerate in individuals with amnestic mild cognitive impairment (aMCI) as they progress to typical late onset Alzheimer disease (AD). We included comparisons to subjects with aMCI who did not progress (labeled aMCI-S) and also to cognitively normal elderly subjects (CN). METHODS: We studied 46 subjects with aMCI who progressed to AD (labeled aMCI-P), 46 CN, and 23 aMCI-S. All subjects must have had three or more serial MRI scans. Rates of brain shrinkage and ventricular expansion were measured across all available serial MRI scans in each subject. Change in volumes relative to the point at which subjects progressed to a clinical diagnosis of AD (the index date) was modeled in aMCI-P. Change in volumes relative to age was modeled in all three clinical groups. RESULTS: In aMCI-P the change in pre to post index rate (i.e., acceleration) of ventricular expansion was 1.7 cm(3)/year, and acceleration in brain shrinkage was 5.3 cm(3)/year. Brain volume declined and ventricular volume increased in all three groups with age. Volume changes decelerated with increasing age in aMCI-P, and to a lesser extent in aMCI-S, but were linear in the matched CN. Among all subjects with aMCI, rates of atrophy were greater in apolipoprotein E epsilon 4 carriers than noncarriers. CONCLUSIONS: Rates of atrophy accelerate as individuals progress from amnestic mild cognitive impairment (aMCI) to typical late onset Alzheimer disease (AD). Rates of atrophy are greater in younger than older subjects with aMCI who progressed to AD and subjects with aMCI who did not progress. We did not find that atrophy rates varied with age in 70- to 90-year-old cognitively normal subjects.


Subject(s)
Alzheimer Disease/pathology , Amnesia/pathology , Atrophy/pathology , Cognition Disorders/pathology , Age Factors , Aged , Aged, 80 and over , Aging/pathology , Alzheimer Disease/physiopathology , Amnesia/physiopathology , Atrophy/physiopathology , Cognition Disorders/physiopathology , Disease Progression , Female , Humans , Lateral Ventricles/pathology , Magnetic Resonance Imaging , Male , Predictive Value of Tests , Prognosis , Severity of Illness Index , Time Factors
4.
Neurology ; 70(7): 512-20, 2008 Feb 12.
Article in English | MEDLINE | ID: mdl-17898323

ABSTRACT

OBJECTIVE: To compare the patterns of gray matter loss in subjects with amnestic mild cognitive impairment (aMCI) who progress to Alzheimer disease (AD) within a fixed clinical follow-up time vs those who remain stable. METHODS: Twenty-one subjects with aMCI were identified from the Mayo Clinic Alzheimer's research program who remained clinically stable for their entire observed clinical course (aMCI-S), where the minimum required follow-up time from MRI to last follow-up assessment was 3 years. These subjects were age- and gender-matched to 42 aMCI subjects who progressed to AD within 18 months of the MRI (aMCI-P). Each subject was then age- and gender-matched to a control subject. Voxel-based morphometry (VBM) was used to assess patterns of gray matter atrophy in the aMCI-P and aMCI-S groups compared to the control group, and compared to each other. RESULTS: The aMCI-P group showed bilateral loss affecting the medial and inferior temporal lobe, temporoparietal association neocortex, and frontal lobes, compared to controls. The aMCI-S group showed no regions of gray matter loss when compared to controls. When the aMCI-P and aMCI-S groups were compared directly, the aMCI-P group showed greater loss in the medial and inferior temporal lobes, the temporoparietal neocortex, posterior cingulate, precuneus, anterior cingulate, and frontal lobes than the aMCI-S group. CONCLUSIONS: The regions of loss observed in subjects with amnestic mild cognitive impairment (aMCI) who progressed to Alzheimer disease (AD) within 18 months of the MRI are typical of subjects with AD. The lack of gray matter loss in subjects with aMCI who remained clinically stable for their entire observed clinical course is consistent with the notion that patterns of atrophy on MRI at baseline map well onto the subsequent clinical course.


Subject(s)
Alzheimer Disease/diagnosis , Amnesia/diagnosis , Atrophy/pathology , Brain/pathology , Cognition Disorders/diagnosis , Aged , Aged, 80 and over , Alzheimer Disease/physiopathology , Amnesia/physiopathology , Atrophy/physiopathology , Brain/physiopathology , Brain Mapping , Cognition Disorders/physiopathology , Diagnosis, Differential , Disease Progression , Female , Follow-Up Studies , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Predictive Value of Tests , Prognosis , Temporal Lobe/pathology , Temporal Lobe/physiopathology
5.
Neurology ; 65(8): 1227-31, 2005 Oct 25.
Article in English | MEDLINE | ID: mdl-16247049

ABSTRACT

OBJECTIVE: To test the hypothesis that the atrophy rate measured from serial MRI studies is associated with time to subsequent clinical conversion to a more impaired state in both cognitively healthy elderly subjects and in subjects with amnestic mild cognitive impairment (MCI). METHODS: Ninety-one healthy elderly patients and 72 patients with amnestic MCI who met inclusion criteria were identified from the Mayo Alzheimer's Disease Research Center and Alzheimer's Disease Patient Registry. Atrophy rates of four different brain structures--hippocampus, entorhinal cortex, whole brain, and ventricle--were measured from a pair of MRI studies separated by 1 to 2 years. The time of the second scan marked the beginning of the clinical observation period. RESULTS: During follow-up, 13 healthy patients converted to MCI or Alzheimer disease (AD), whereas 39 MCI subjects converted to AD. Among those healthy at baseline, only larger ventricular annual percent volume change (APC) was associated with a higher risk of conversion (hazard ratio for a 1-SD increase 1.9, p = 0.03). Among MCI subjects, both greater ventricular volume APC (hazard ratio for a 1-SD increase 1.7, p < 0.001) and greater whole brain APC (hazard ratio for a 1-SD increase 1.4, p = 0.007) increased the risk of conversion to AD. Both ventricular APC (hazard ratio for a 1-SD increase 1.59, p = 0.001) and whole brain APC (hazard ratio for a 1-SD increase 1.32, p = 0.009) provided additional predictive information to covariate-adjusted cross-sectional hippocampal volume at baseline about the risk of converting from MCI to AD. DISCUSSION: Higher whole brain and ventricle atrophy rates 1 to 2 years before baseline are associated with an increased hazard of conversion to a more impaired state. Combining a measure of hippocampal volume at baseline with a measure of either whole brain or ventricle atrophy rates from serial MRI scans provides complimentary predictive information about the hazard of subsequent conversion from mild cognitive impairment to Alzheimer disease. However, overlap among those who did vs those who did not convert indicate that these measures are unlikely to provide absolute prognostic information for individual patients.


Subject(s)
Aging/pathology , Amnesia/diagnosis , Atrophy/diagnosis , Brain/pathology , Brain/physiopathology , Age Factors , Aged, 80 and over , Amnesia/etiology , Amnesia/physiopathology , Atrophy/complications , Atrophy/physiopathology , Cohort Studies , Disease Progression , Entorhinal Cortex/pathology , Entorhinal Cortex/physiopathology , Female , Hippocampus/pathology , Hippocampus/physiopathology , Humans , Lateral Ventricles/pathology , Lateral Ventricles/physiopathology , Magnetic Resonance Imaging , Male , Predictive Value of Tests , Time Factors
6.
Neurology ; 64(5): 902-4, 2005 Mar 08.
Article in English | MEDLINE | ID: mdl-15753434

ABSTRACT

The authors assessed whether measures of hippocampal water diffusivity at baseline can predict future progression to Alzheimer disease (AD) in amnestic mild cognitive impairment (aMCI). Higher baseline hippocampal diffusivity was associated with a greater risk of progression to AD in aMCI (p = 0.002). Magnetic resonance diffusion-weighted imaging may help identify patients with aMCI who will progress to AD as well as or better than structural MRI measures of hippocampal atrophy.


Subject(s)
Alzheimer Disease/pathology , Amnesia/pathology , Cognition Disorders/pathology , Hippocampus/pathology , Age Factors , Aged , Aged, 80 and over , Aging/metabolism , Aging/pathology , Alzheimer Disease/physiopathology , Amnesia/complications , Amnesia/physiopathology , Biomarkers , Body Water/metabolism , Cognition Disorders/complications , Cognition Disorders/physiopathology , Diffusion , Diffusion Magnetic Resonance Imaging , Disease Progression , Early Diagnosis , Female , Hippocampus/chemistry , Hippocampus/physiopathology , Humans , Male , Multivariate Analysis , Neuropsychological Tests , Predictive Value of Tests , Prognosis
7.
Neurology ; 62(4): 591-600, 2004 Feb 24.
Article in English | MEDLINE | ID: mdl-14981176

ABSTRACT

OBJECTIVE: To correlate different methods of measuring rates of brain atrophy from serial MRI with corresponding clinical change in normal elderly subjects, patients with mild cognitive impairment (MCI), and patients with probable Alzheimer disease (AD). METHODS: One hundred sixty subjects were recruited from the Mayo Clinic Alzheimer's Disease Research Center and Alzheimer's Disease Patient Registry Studies. At baseline, 55 subjects were cognitively normal, 41 met criteria for MCI, and 64 met criteria for AD. Each subject underwent an MRI examination of the brain at the time of the baseline clinical assessment and then again at the time of a follow-up clinical assessment, 1 to 5 years later. The annualized changes in volume of four structures were measured from the serial MRI studies: hippocampus, entorhinal cortex, whole brain, and ventricle. Rates of change on several cognitive tests/rating scales were also assessed. Subjects who were classified as normal or MCI at baseline could either remain stable or convert to a lower-functioning group. AD subjects were dichotomized into slow vs fast progressors. RESULTS: All four atrophy rates were greater among normal subjects who converted to MCI or AD than among those who remained stable, greater among MCI subjects who converted to AD than among those who remained stable, and greater among fast than slow AD progressors. In general, atrophy on MRI was detected more consistently than decline on specific cognitive tests/rating scales. With one exception, no differences were found among the four MRI rate measures in the strength of the correlation with clinical deterioration at different stages of the disease. CONCLUSIONS: These data support the use of rates of change from serial MRI studies in addition to standard clinical/psychometric measures as surrogate markers of disease progression in AD. Estimated sample sizes required to power a therapeutic trial in MCI were an order of magnitude less for MRI than for change measures based on cognitive tests/rating scales.


Subject(s)
Alzheimer Disease/pathology , Brain/pathology , Magnetic Resonance Imaging , Aged , Aged, 80 and over , Alzheimer Disease/genetics , Apolipoprotein E4 , Apolipoproteins E/genetics , Atrophy , Cognition Disorders/genetics , Cognition Disorders/pathology , Cohort Studies , Disease Progression , Entorhinal Cortex/pathology , Female , Hippocampus/pathology , Humans , Male , Middle Aged
8.
Neurology ; 60(2): 253-60, 2003 Jan 28.
Article in English | MEDLINE | ID: mdl-12552040

ABSTRACT

OBJECTIVE: To assess the feasibility of using MRI measurements as a surrogate endpoint for disease progression in a therapeutic trial for AD. METHODS: A total of 362 patients with probable AD from 38 different centers participated in the MRI portion of a 52-week randomized placebo-controlled trial of milameline, a muscarinic receptor agonist. The therapeutic trial itself was not completed due to projected lack of efficacy on interim analysis; however, the MRI arm of the study was continued. Of the 362 subjects who underwent a baseline MRI study, 192 subjects underwent a second MRI 1 year later. Hippocampal volume and temporal horn volume were measured from the MRI scans. RESULTS: The annualized percent changes in hippocampal volume (-4.9%) and temporal horn volume (16.1%) in the study patients were consistent with data from prior single-site studies. Correlations between the rate of MRI volumetric change and change in behavioral/cognitive measures were greater for the temporal horn than for the hippocampus. Decline over time was more consistently seen with imaging measures, 99% of the time for the hippocampus, than behavioral/cognitive measures (p < 0.001). Greater consistency in MRI than behavioral/clinical measures resulted in markedly lower estimated sample size requirements for clinical trials. The estimated number of subjects per arm required to detect a 50% reduction in the rate of decline over 1 year are: AD Assessment Scale-cognitive subscale 320; Mini-Mental Status Examination 241; hippocampal volume 21; temporal horn volume 54. CONCLUSION: The consistency of MRI measurements obtained across sites, and the consistency between the multisite milameline data and that obtained in prior single-site studies, demonstrate the technical feasibility of using structural MRI measures as a surrogate endpoint of disease progression in therapeutic trials. However, validation of imaging as a biomarker of therapeutic efficacy in AD awaits a positive trial.


Subject(s)
Alzheimer Disease/drug therapy , Alzheimer Disease/pathology , Brain/pathology , Dihydropyridines/therapeutic use , Magnetic Resonance Imaging , Oximes/therapeutic use , Adolescent , Adult , Aged , Aged, 80 and over , Biomarkers , Disease Progression , Feasibility Studies , Female , Hippocampus/pathology , Humans , Male , Middle Aged , Muscarinic Agonists/therapeutic use , Neuroprotective Agents/therapeutic use , Neuropsychological Tests , Predictive Value of Tests , Reference Values , Sample Size , Sex Distribution , Treatment Outcome
9.
J Magn Reson Imaging ; 14(6): 668-76, 2001 Dec.
Article in English | MEDLINE | ID: mdl-11747022

ABSTRACT

The purposes of this study were to develop a method to measure brain and white matter hyperintensity (leukoaraiosis) volume that is based on the segmentation of the intensity histogram of fluid-attenuated inversion recovery (FLAIR) images and to assess the accuracy and reproducibility of the method. Whole-head synthetic image phantoms with manually introduced leukoaraiosis lesions of varying severity were constructed. These synthetic image phantom sets incorporated image contrast and anatomic features that mimicked leukoaraiosis found in real life. One set of synthetic image phantoms was used to develop the segmentation algorithm (FLAIR-histoseg). A second set was used to measure its accuracy. Test retest reproducibility was assessed in 10 elderly volunteers who were imaged twice. The mean absolute error of the FLAIR-histoseg method was 6.6% for measurement of leukoaraiosis volume and 1.4% for brain volume. The mean test retest coefficient of variation was 1.4% for leukoaraiosis volume and 0.3% for brain volume. We conclude that the FLAIR-histoseg method is an accurate and reproducible method for measuring leukoaraiosis and whole-brain volume in elderly subjects.


Subject(s)
Brain Diseases/pathology , Brain/pathology , Magnetic Resonance Imaging , Signal Processing, Computer-Assisted , Aged , Algorithms , Humans , Magnetic Resonance Imaging/instrumentation , Magnetic Resonance Imaging/methods , Phantoms, Imaging , Reproducibility of Results , Sensitivity and Specificity
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