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1.
Neurobiol Aging ; 82: 110-119, 2019 10.
Article in English | MEDLINE | ID: mdl-31437719

ABSTRACT

The goal of this study was to compare regional brain atrophy patterns in cognitively unimpaired (CU) older adults with and without brain accumulation of amyloid-ß (Aß) to elucidate contributions of Aß, age, and other variables to atrophy rates. In 80 CU participants from the Alzheimer's Disease Neuroimaging Initiative, we determined effects of Aß and age on longitudinal, regional atrophy rates, while accounting for confounding variables including sex, APOE ε4 genotype, white matter lesions, and cerebrospinal fluid total and phosphorylated tau levels. We not only found overlapping patterns of atrophy in Aß+ versus Aß- participants but also identified regions where atrophy pattern differed between the 2 groups. Higher Aß load was associated with increased longitudinal atrophy in the entorhinal cortex, amygdala, and hippocampus, even when accounting for age and other variables. Age was associated with atrophy in insula, fusiform gyrus, and isthmus cingulate, even when accounting for Aß. We found age by Aß interactions in the postcentral gyrus and lateral orbitofrontal cortex. These results elucidate the separate and related effects of age, Aß, and other important variables on longitudinal brain atrophy rates in CU older adults.


Subject(s)
Aging/metabolism , Amyloid beta-Peptides/metabolism , Brain/diagnostic imaging , Brain/metabolism , Cognition/physiology , Aged , Aged, 80 and over , Atrophy , Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/metabolism , Databases, Factual/trends , Female , Humans , Longitudinal Studies , Male , Middle Aged
2.
Sci Rep ; 6: 37071, 2016 11 24.
Article in English | MEDLINE | ID: mdl-27883015

ABSTRACT

In this study, we evaluated an MRI fingerprinting approach (MRvF) designed to provide high-resolution parametric maps of the microvascular architecture (i.e., blood volume fraction, vessel diameter) and function (blood oxygenation) simultaneously. The method was tested in rats (n = 115), divided in 3 models: brain tumors (9 L, C6, F98), permanent stroke, and a control group of healthy animals. We showed that fingerprinting can robustly distinguish between healthy and pathological brain tissues with different behaviors in tumor and stroke models. In particular, fingerprinting revealed that C6 and F98 glioma models have similar signatures while 9 L present a distinct evolution. We also showed that it is possible to improve the results of MRvF and obtain supplemental information by changing the numerical representation of the vascular network. Finally, good agreement was found between MRvF and conventional MR approaches in healthy tissues and in the C6, F98, and permanent stroke models. For the 9 L glioma model, fingerprinting showed blood oxygenation measurements that contradict results obtained with a quantitative BOLD approach. In conclusion, MR vascular fingerprinting seems to be an efficient technique to study microvascular properties in vivo. Multiple technical improvements are feasible and might improve diagnosis and management of brain diseases.


Subject(s)
Brain Neoplasms/diagnostic imaging , Brain/blood supply , Brain/diagnostic imaging , Magnetic Resonance Imaging/methods , Microvessels/diagnostic imaging , Stroke/diagnostic imaging , Animals , Cell Line, Tumor , Disease Models, Animal , Glioma/diagnostic imaging , Male , Rats, Inbred F344
3.
Neuroimage ; 89: 262-70, 2014 Apr 01.
Article in English | MEDLINE | ID: mdl-24321559

ABSTRACT

In the present study, we describe a fingerprinting approach to analyze the time evolution of the MR signal and retrieve quantitative information about the microvascular network. We used a Gradient Echo Sampling of the Free Induction Decay and Spin Echo (GESFIDE) sequence and defined a fingerprint as the ratio of signals acquired pre- and post-injection of an iron-based contrast agent. We then simulated the same experiment with an advanced numerical tool that takes a virtual voxel containing blood vessels as input, then computes microscopic magnetic fields and water diffusion effects, and eventually derives the expected MR signal evolution. The parameter inputs of the simulations (cerebral blood volume [CBV], mean vessel radius [R], and blood oxygen saturation [SO2]) were varied to obtain a dictionary of all possible signal evolutions. The best fit between the observed fingerprint and the dictionary was then determined by using least square minimization. This approach was evaluated in 5 normal subjects and the results were compared to those obtained by using more conventional MR methods, steady-state contrast imaging for CBV and R and a global measure of oxygenation obtained from the superior sagittal sinus for SO2. The fingerprinting method enabled the creation of high-resolution parametric maps of the microvascular network showing expected contrast and fine details. Numerical values in gray matter (CBV=3.1±0.7%, R=12.6±2.4µm, SO2=59.5±4.7%) are consistent with literature reports and correlated with conventional MR approaches. SO2 values in white matter (53.0±4.0%) were slightly lower than expected. Numerous improvements can easily be made and the method should be useful to study brain pathologies.


Subject(s)
Brain/blood supply , Magnetic Resonance Imaging , Adult , Blood Volume Determination , Female , Humans , Male , Middle Aged , Models, Theoretical , Oxygen
4.
AJNR Am J Neuroradiol ; 33(7): 1392-7, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22383234

ABSTRACT

BACKGROUND AND PURPOSE: The basis for decreased vulnerability to AD among apoE ε2 carriers is unknown. The purpose of this study was to use diffusion tensor imaging to detect possible differences in white matter integrity between cognitively normal elderly apoE ε2 carriers and apoE ε3/ε3 controls. MATERIALS AND METHODS: Thirty-nine cognitively normal elderly individuals (19 heterozygous carriers of the apoE ε2 allele, 20 apoE ε3/ε3 subjects as controls) underwent diffusion tensor MR imaging on a 4T scanner. Fractional anisotropy, MD, and axial and radial diffusivity were compared using a ROI approach. In addition, an exploratory whole-brain analysis of fractional anisotropy between the 2 groups was undertaken using TBSS. RESULTS: apoE ε2 carriers had higher FA in the posterior cingulate white matter (P = .01) and anterior corpus callosum (P = .005) than apoE ε3/ε3 controls, secondary to lower radial diffusivity. No significant differences in the FA of the posterior corpus callosum, anterior cingulate white matter, or parahippocampal white matter were seen. Whole-brain TBSS analysis detected regions of higher FA in the apoE ε2 group in the superior longitudinal fasciculus, right thalamus, and the bilateral anterior limbs of the internal capsule, in addition to the posterior cingulum and corpus callosum (P < .005). There were no regions in which the apoE ε3/ε3 group had higher FA. CONCLUSIONS: apoE ε2 carriers harbor more robust white matter integrity that may be associated with decreased vulnerability to developing AD. This provides further evidence that regional DTI metrics may serve as early imaging biomarkers of AD risk.


Subject(s)
Alzheimer Disease/genetics , Alzheimer Disease/pathology , Apolipoprotein E2/genetics , Brain/pathology , Brain/physiopathology , Heterozygote , Nerve Fibers, Myelinated/pathology , Aged , Cognition Disorders/genetics , Cognition Disorders/pathology , Diffusion Tensor Imaging/methods , Disease Resistance/genetics , Female , Humans , Male , Reproducibility of Results , Sensitivity and Specificity
5.
Neurobiol Aging ; 32(4): 572-80, 2011 Apr.
Article in English | MEDLINE | ID: mdl-19446370

ABSTRACT

The overall goal was to identify patterns of brain atrophy associated with cognitive impairment and future cognitive decline in non-demented elders. Seventy-one participants were studied with structural MRI and neuropsychological testing at baseline and 1-year follow-up. Deformation-based morphometry was used to examine the relationship between regional baseline brain tissue volume with baseline and longitudinal measures of delayed verbal memory, semantic memory, and executive function. Smaller right hippocampal and entorhinal cortex (ERC) volumes at baseline were associated with worse delayed verbal memory performance at baseline while smaller left ERC volume was associated with greater longitudinal decline. Smaller left superior temporal cortex at baseline was associated with worse semantic memory at baseline, while smaller left temporal white and gray matter volumes were associated with greater semantic memory decline. Increased CSF and smaller frontal lobe volumes were associated with impaired executive function at baseline and greater longitudinal executive decline. These findings suggest that baseline volumes of prefrontal and temporal regions may underlie continuing cognitive decline due to aging, pathology, or both in non-demented elderly individuals.


Subject(s)
Brain/pathology , Cognition Disorders/pathology , Cognition , Aged , Aged, 80 and over , Atrophy , Cognition Disorders/psychology , Executive Function , Female , Humans , Magnetic Resonance Imaging , Male , Memory , Middle Aged , Neuropsychological Tests , Organ Size
6.
Neurology ; 75(22): 1976-81, 2010 Nov 30.
Article in English | MEDLINE | ID: mdl-20980669

ABSTRACT

OBJECTIVE: To determine whether elderly normal APOE E2 (APOE2) carriers exhibit slower rates of hippocampal atrophy and memory decline compared to APOE3/3 carriers. We also determined whether APOE2 carriers have less Alzheimer pathology as reflected by CSF biomarkers. METHODS: We included longitudinal data from 134 cognitively normal individuals (27 APOE2/2 or E2/3, 107 APOE3/3) from the Alzheimer's Disease Neuroimaging Initiative, a prospective cohort study. A linear mixed-effects model was used to determine how APOE2 affected rates of hippocampal atrophy and cognitive change over time. In a subsample of 72 individuals who also underwent CSF analysis, an ordinary least-squares regression was used to determine whether CSF ß-amyloid (Aß), total tau, and phosphorylated tau-181 (p-tau) differed by APOE2 status. RESULTS: APOE2 carriers demonstrated slower rates of hippocampal atrophy (p = 0.004). The mean rate of hippocampal atrophy among APOE2 carriers was -33 mm(3)/year (95% confidence interval -65 to +0.4), or -0.5%/year, compared to -86 mm(3)/year (95% confidence interval -102 to -71), or -1.3%/year, in the APOE3/3 group. No differences in the rates of episodic memory (p = 0.23) or overall cognitive change (p = 0.90) were detected. In the CSF subsample, APOE2 carriers had higher levels of CSF Aß (p = 0.01), lower p-tau (p = 0.02), and marginally lower tau (p = 0.12). CONCLUSION: A slower rate of hippocampal atrophy in normal APOE2 carriers is consistent with the lower risk of Alzheimer disease in these individuals. We hypothesize that the slower atrophy rate is related to decreased preclinical Alzheimer pathology.


Subject(s)
Alzheimer Disease/genetics , Apolipoprotein E2/genetics , Genetic Predisposition to Disease , Hippocampus/pathology , tau Proteins/cerebrospinal fluid , Aged , Aged, 80 and over , Alleles , Alzheimer Disease/cerebrospinal fluid , Alzheimer Disease/pathology , Atrophy/pathology , Cognition , Disease Progression , Female , Genotype , Humans , Longitudinal Studies , Magnetic Resonance Imaging , Male , Neuropsychological Tests , Phosphorylation , Risk
7.
Neurobiol Aging ; 31(3): 368-77, 2010 Mar.
Article in English | MEDLINE | ID: mdl-18550226

ABSTRACT

We sought to determine whether there are structural and metabolic changes in the brains of older adults with cognitive complaints yet who do not meet MCI criteria (i.e., preMCI). We compared the volumes of regional lobar gray matter (GM) and medial temporal lobe structures, including the hippocampus, entorhinal cortex (ERC), fusiform and parahippocampal gyri, and metabolite ratios from the posterior cingulate in individuals who had a Clinical Demetia Rating (CDR) of 0.5, but who did not meet MCI criteria (preMCI, N=17), patients with mild cognitive impairment (MCI, N=13), and cognitively normal controls (N=18). Controls had more ERC, fusiform, and frontal gray matter volume than preMCI and MCI subjects and greater parahippocampal volume and more posterior cingulate N-acetylaspartate (NAA)/myoinosotil (mI) than MCI. There were no significant differences between MCI and preMCI subjects on any of these measures. These findings suggest there are neurodegenerative changes in the brains of older adults who have cognitive complaints severe enough to qualify for CDR=0.5 yet show no deficits on formal neuropsychological testing. The results further support the hypothesis that detection of individuals with very mild forms of Alzheimer's disease (AD) may be facilitated by use of the CDR, which emphasizes changes in cognition over time within individuals rather than comparison with group norms.


Subject(s)
Brain/pathology , Cognition Disorders/pathology , Nerve Degeneration/pathology , Aged , Aged, 80 and over , Brain/metabolism , Cognition Disorders/diagnosis , Cognition Disorders/metabolism , Female , Humans , Magnetic Resonance Imaging , Magnetic Resonance Spectroscopy , Male , Middle Aged , Nerve Degeneration/metabolism , Neuropsychological Tests , Protons , Psychiatric Status Rating Scales
8.
Brain ; 132(Pt 4): 1067-77, 2009 Apr.
Article in English | MEDLINE | ID: mdl-19251758

ABSTRACT

Hippocampal volume change over time, measured with MRI, has huge potential as a marker for Alzheimer's disease. The objectives of this study were: (i) to test if constant and accelerated hippocampal loss can be detected in Alzheimer's disease, mild cognitive impairment and normal ageing over short periods, e.g. 6-12 months, with MRI in the large multicentre setting of the Alzheimer's Disease Neuroimaging Initiative (ADNI); (ii) to determine the extent to which the polymorphism of the apolipoprotein E (ApoE) gene modulates hippocampal change; and (iii) to determine if rates of hippocampal loss correlate with cerebrospinal fluid (CSF) biomarkers of Alzheimer's disease, such as the beta-amyloid (Abeta(1-42)) and tau proteins (tau). The MRI multicentre study included 112 cognitive normal elderly individuals, 226 mild cognitive impairment and 96 Alzheimer's disease patients who all had at least three successive MRI scans, involving 47 different imaging centres. The mild cognitive impairment and Alzheimer's disease groups showed hippocampal volume loss over 6 months and accelerated loss over 1 year. Moreover, increased rates of hippocampal loss were associated with presence of the ApoE allele epsilon4 gene in Alzheimer's disease and lower CSF Abeta(1-42) in mild cognitive impairment, irrespective of ApoE genotype, whereas relations with tau were only trends. The power to measure hippocampal change was improved by exploiting correlations statistically between successive MRI observations. The demonstration of considerable hippocampal loss in mild cognitive impairment and Alzheimer's disease patients over only 6 months and accelerated loss over 12 months illustrates the power of MRI to track morphological brain changes over time in a large multisite setting. Furthermore, the relations between faster hippocampal loss in the presence of ApoE allele epsilon4 and decreased CSF Abeta(1-42) supports the concept that increased hippocampal loss is an indicator of Alzheimer's disease pathology and a potential marker for the efficacy of therapeutic interventions in Alzheimer's disease.


Subject(s)
Alzheimer Disease/pathology , Apolipoproteins E/genetics , Hippocampus/pathology , Aged , Aged, 80 and over , Alzheimer Disease/genetics , Alzheimer Disease/psychology , Amyloid beta-Peptides/cerebrospinal fluid , Biomarkers/cerebrospinal fluid , Cognition Disorders/etiology , Disease Progression , Female , Genetic Predisposition to Disease , Genotype , Humans , Magnetic Resonance Imaging/methods , Male , Peptide Fragments/cerebrospinal fluid , Polymorphism, Genetic/genetics , Psychiatric Status Rating Scales , Sample Size
9.
Neuroimage ; 42(1): 42-8, 2008 Aug 01.
Article in English | MEDLINE | ID: mdl-18534867

ABSTRACT

BACKGROUND: Details of the internal hippocampal structure visible at 4 T allow for in vivo volumetry of subfields. The aims of this study were: 1. To determine if Apo e4 has subfield specific effects in controls. 2. To study the influence of Apo e4 on hippocampal subfields in AD. METHODS: 81 subjects (66 controls, mean age 60.8+/-13.6, range: 28-85 years), and 15 AD (mean age 67.5+/-9.3) were studied. Entorhinal cortex, subiculum, CA1, CA1-CA2 transition zone, CA3-4 and dentate gyrus (CA3&DG) and total hippocampal volume were determined using a manual marking strategy. RESULTS: Significant effects for Apo e4 on the CA3&DG were found in the total control population (p=0.042) and in older controls (61-85 years) (p=0.036) but not in younger (28-60 years) controls. Significant effects for Apo e4 (p=0.0035) on CA3&DG were also found in a subgroup of older subjects and AD subjects. AD with Apo e4 had smaller CA3&DG than AD without Apo e4 (p=0.027). CONCLUSIONS: These findings suggest that Apo e4 exerts a regionally selective effect on CA3&DG in normal aging and AD.


Subject(s)
Aging/genetics , Aging/pathology , Alzheimer Disease/genetics , Alzheimer Disease/pathology , Apolipoprotein E4/genetics , Hippocampus/pathology , Adult , Aged , Aged, 80 and over , Dentate Gyrus/pathology , Female , Genetic Predisposition to Disease/genetics , Humans , Image Enhancement/methods , Magnetic Resonance Imaging/methods , Male , Middle Aged
10.
Neurology ; 68(1): 13-9, 2007 Jan 02.
Article in English | MEDLINE | ID: mdl-17200485

ABSTRACT

BACKGROUND: Neuroimaging in mild cognitive impairment (MCI) and Alzheimer disease (AD) generally shows medial temporal lobe atrophy and diminished glucose metabolism and cerebral blood flow in the posterior cingulate gyrus. However, it is unclear whether these abnormalities also impact the cingulum fibers, which connect the medial temporal lobe and the posterior cingulate regions. OBJECTIVE: To use diffusion tensor imaging (DTI), by measuring fractional anisotropy (FA), to test 1) if MCI and AD are associated with DTI abnormalities in the parahippocampal and posterior cingulate regions of the cingulum fibers; 2) if white matter abnormalities extend to the neocortical fiber connections in the corpus callosum (CC); 3) if DTI improves accuracy to separate AD and MCI from healthy aging vs structural MRI. METHODS: DTI and structural MRI were preformed on 17 patients with AD, 17 with MCI, and 18 cognitively normal (CN) subjects. RESULTS: FA of the cingulum fibers was significantly reduced in MCI, and even more in AD. FA was also significantly reduced in the splenium of the CC in AD, but not in MCI. Adding DTI to hippocampal volume significantly improved the accuracy to separate MCI and AD from CN. CONCLUSION: Assessment of the cingulum fibers using diffusion tensor imaging may aid early diagnosis of Alzheimer disease.


Subject(s)
Alzheimer Disease/diagnosis , Cognition Disorders/diagnosis , Diffusion Magnetic Resonance Imaging/methods , Gyrus Cinguli/pathology , Aged , Aged, 80 and over , Alzheimer Disease/classification , Cognition Disorders/classification , Female , Humans , Male , Middle Aged , Nerve Fibers, Myelinated/pathology , Parahippocampal Gyrus/pathology
11.
Neurobiol Aging ; 28(5): 719-26, 2007 May.
Article in English | MEDLINE | ID: mdl-16713659

ABSTRACT

Histological studies suggest that hippocampal subfields are differently affected by aging and Alzheimer's disease (AD). The aims of this study were: (1) To test if hippocampal subfields can be identified and marked using anatomical landmarks on high resolution MR images obtained on a 4T magnet. (2) To test if age-specific volume changes of subfields can be detected. Forty-two healthy controls (21-85 years) and three AD subjects (76-86 years) were studied with a high resolution T2 weighted fast spin echo sequence. The entorhinal cortex (ERC), subiculum, CA1, CA2 and CA3/4 and dentate were marked. A significant correlation between age and CA1 (r=-0.51, p=0.0002) which was most pronounced in the seventh decade of life was found in healthy controls. In AD subjects, CA1 and subiculum were smaller than in age-matched controls. These preliminary findings suggest that measurement of hippocampal subfields may be helpful to distinguish between normal aging and AD.


Subject(s)
Aging/metabolism , Hippocampus/metabolism , Magnetic Resonance Imaging/methods , Adolescent , Adult , Aged , Aged, 80 and over , Aging/pathology , Aging/psychology , Female , Hippocampus/pathology , Humans , Male , Memory/physiology , Middle Aged , Neuropsychological Tests
12.
Br J Radiol ; 80 Spec No 2: S109-14, 2007 Dec.
Article in English | MEDLINE | ID: mdl-18445740

ABSTRACT

The concept of mild cognitive impairment (MCI) has been introduced to describe older individuals who cognitively lie between normal ageing and dementia. Nowadays, there is a particular interest in MCI because this syndrome is thought to be a transitional stage to Alzheimer's disease (AD) that may define a window for effective therapeutic interventions. However, not all patients with MCI will go on to develop AD. Imaging offers an extraordinary opportunity to study MCI. We will review key findings of brain imaging studies in MCI, including structural brain changes studied with MRI, white matter changes with diffusion tensor imaging and altered brain activity and blood flow studied with various imaging modalities, such as positron emission tomography, single-photon emission computed tomography and arterial spin labelling MRI, a non-invasive approach to measure cerebral blood flow. The strength and limitations of each modality for diagnosis of MCI, prediction of MCI outcome and assessment of drug efficacy will be discussed.


Subject(s)
Cognition Disorders/diagnosis , Dementia/diagnosis , Brain/diagnostic imaging , Brain/metabolism , Brain/pathology , Brain Mapping/methods , Cognition Disorders/diagnostic imaging , Dementia/diagnostic imaging , Diffusion Magnetic Resonance Imaging/methods , Humans , Magnetic Resonance Imaging/methods , Positron-Emission Tomography , Tomography, Emission-Computed, Single-Photon
13.
Neurology ; 67(7): 1215-20, 2006 Oct 10.
Article in English | MEDLINE | ID: mdl-17030755

ABSTRACT

OBJECTIVES: To test if arterial spin labeling (ASL) MRI could detect a pattern of hypoperfusion in frontotemporal dementia (FTD) vs cognitively normal (CN) control subjects; to determine the regional difference of perfusion between FTD and Alzheimer disease (AD); and to determine whether hypoperfusion in FTD correlates with cognitive impairment. METHODS: We included 21 patients with FTD, 24 patients with AD, and 25 CN subjects in this cross-sectional MRI study. All subjects had MRI scans including T1-weighted structural images and ASL-MR images. RESULTS: ASL-MRI detected a pattern of hypoperfusion in right frontal regions in patients with FTD vs CN subjects, similar to PET and SPECT. FTD had higher perfusion than AD in the parietal regions and posterior cingulate. Frontal hypoperfusion in FTD correlated with deficits in judgment and problem solving. Adding frontal perfusion to gray matter (GM) atrophy significantly improved the classification of FTD from normal aging to 74%, and adding parietal perfusion to GM atrophy significantly improved the classification of FTD from AD to 75%. Combining frontal and parietal lobe perfusion further improved the classification of FTD from AD to 87%. CONCLUSION: Frontotemporal dementia and Alzheimer disease display different spatial distributions of hypoperfusion on arterial spin labeling MRI. With further development and evaluation, arterial spin labeling MRI could contribute to the differential diagnosis between frontotemporal dementia and Alzheimer disease.


Subject(s)
Alzheimer Disease/diagnosis , Brain Ischemia/diagnosis , Cerebral Arteries/pathology , Cerebrovascular Circulation , Dementia/diagnosis , Magnetic Resonance Imaging/methods , Adult , Aged , Aged, 80 and over , Alzheimer Disease/complications , Brain Ischemia/complications , Dementia/complications , Diagnosis, Differential , Female , Humans , Male , Middle Aged , Reproducibility of Results , Sensitivity and Specificity , Spin Labels
14.
NMR Biomed ; 19(6): 655-68, 2006 Oct.
Article in English | MEDLINE | ID: mdl-16986115

ABSTRACT

Neurodegeneration refers to a large clinically and pathologically heterogeneous disease entity associated with slowly progressive neuronal loss in different anatomical and functional systems of the brain. Neurodegenerative diseases often affect cognition, e.g. Alzheimer's disease (AD), dementia with Lewy bodies and vascular dementia, or different aspects of the motor system, e.g., amyotrophic lateral sclerosis, Parkinson's disease and ataxic disorders. Owing to increasing knowledge about the mechanisms leading to neurodegeneration, the development of treatments able to modify the neurodegenerative process becomes possible for the first time. Currently, clinical outcome measures are used to assess the efficacy of such treatments. However, most clinical outcome measures have a low test-retest reliability and thus considerable measurement variance. Therefore, large patient populations and long observation times are needed to detect treatment effects. Furthermore, clinical outcome measures cannot distinguish between symptomatic and disease-modifying treatment effects. Therefore, alternative biomarkers including neuroimaging may take on a more important role in this process. Because MR scanners are widely available and allow for non-invasive detection and quantification of changes in brain structure and metabolism, there is increasing interest in the use of MRI/MRS to monitor objectively treatment effects in clinical trials of neurodegenerative diseases. Particularly volumetric MRI has been used to measure atrophy rates in treatment trials of AD because the relationship between atrophic changes and neuron loss is well established and correlates well with clinical measures. More research is needed to determine the value of other MR modalities, i.e. diffusion, perfusion and functional MRI and MR spectroscopy, for clinical trials with neuroprotective drugs.


Subject(s)
Alzheimer Disease/drug therapy , Magnetic Resonance Imaging/methods , Magnetic Resonance Spectroscopy/methods , Neurodegenerative Diseases/drug therapy , Alzheimer Disease/diagnosis , Amyotrophic Lateral Sclerosis/diagnosis , Amyotrophic Lateral Sclerosis/drug therapy , Clinical Trials as Topic , Dementia, Vascular/diagnosis , Dementia, Vascular/drug therapy , Humans , Neurodegenerative Diseases/diagnosis , Neuroprotective Agents/therapeutic use , Parkinson Disease/diagnosis , Parkinson Disease/drug therapy , Positron-Emission Tomography/methods , Tomography, Emission-Computed, Single-Photon/methods , Treatment Outcome
15.
NMR Biomed ; 19(4): 492-503, 2006 Jun.
Article in English | MEDLINE | ID: mdl-16763967

ABSTRACT

Image reconstruction for magnetic resonance spectroscopic imaging (MRSI) requires specialized spatial and spectral data processing methods and benefits from the use of several sources of prior information that are not commonly available, including MRI-derived tissue segmentation, morphological analysis and spectral characteristics of the observed metabolites. In addition, incorporating information obtained from MRI data can enhance the display of low-resolution metabolite images and multiparametric and regional statistical analysis methods can improve detection of altered metabolite distributions. As a result, full MRSI processing and analysis can involve multiple processing steps and several different data types. In this paper, a processing environment is described that integrates and automates these data processing and analysis functions for imaging of proton metabolite distributions in the normal human brain. The capabilities include normalization of metabolite signal intensities and transformation into a common spatial reference frame, thereby allowing the formation of a database of MR-measured human metabolite values as a function of acquisition, spatial and subject parameters. This development is carried out under the MIDAS project (Metabolite Imaging and Data Analysis System), which provides an integrated set of MRI and MRSI processing functions. It is anticipated that further development and distribution of these capabilities will facilitate more widespread use of MRSI for diagnostic imaging, encourage the development of standardized MRSI acquisition, processing and analysis methods and enable improved mapping of metabolite distributions in the human brain.


Subject(s)
Brain Diseases/diagnosis , Brain Diseases/metabolism , Diagnosis, Computer-Assisted/methods , Magnetic Resonance Spectroscopy/methods , Nerve Tissue Proteins/analysis , Neurotransmitter Agents/analysis , User-Computer Interface , Algorithms , Biomarkers/analysis , Brain Mapping/methods , Computer Graphics , Data Display , Information Storage and Retrieval/methods , Magnetic Resonance Imaging/methods
16.
Magn Reson Med ; 55(3): 706-11, 2006 Mar.
Article in English | MEDLINE | ID: mdl-16463345

ABSTRACT

Short echo time proton MR Spectroscopic Imaging (MRSI) suffers from low signal-to-noise ratio (SNR), limiting accuracy to estimate metabolite intensities. A method to coherently sum spectra in a region of interest of the human brain by appropriate peak alignment was developed to yield a mean spectrum with increased SNR. Furthermore, principal component (PC) spectra were calculated to estimate the variance of the mean spectrum. The mean or alternatively the first PC (PC(1)) spectrum from the same region can be used for quantitation of peak areas of metabolites in the human brain at increased SNR. Monte Carlo simulations showed that both mean and PC(1) spectra were more accurate in estimating regional metabolite concentrations than solutions that regress individual spectra against the tissue compositions of MRSI voxels. Back-to-back MRSI studies on 10 healthy volunteers showed that mean spectra markedly improved reliability of brain metabolite measurements, most notably for myo-inositol, as compared to regression methods.


Subject(s)
Brain Chemistry , Magnetic Resonance Spectroscopy/methods , Adult , Aged , Humans , Inositol/analysis , Middle Aged
17.
Neurology ; 65(4): 565-71, 2005 Aug 23.
Article in English | MEDLINE | ID: mdl-16116117

ABSTRACT

OBJECTIVE: To examine how baseline and change of volumetric MRI relate to cognitive decline in older individuals. BACKGROUND: Memory is associated with hippocampal integrity, whereas executive function has been linked to impaired frontal lobe function. Previous studies have shown that hippocampal and cortical atrophy are more strongly related to cognition than are measures of subcortical cerebrovascular disease (CVD). The authors hypothesized that memory (MEM) decline would be related to change in hippocampal volume (HC), whereas decline in executive function (EXEC) would be related to change of cortical gray matter volume (CGM) and measures of subcortical CVD. METHODS: Subjects from a multicenter study (n = 103) included cognitively normal, mildly impaired, and demented cases with and without subcortical lacunes. All had longitudinal cognitive evaluation (mean = 4.8 years) and two or more MRI scans at least one year apart (mean = 3.4 years). MRI measures included HC, CGM, total lacune volume (LAC), and white matter hyperintensity volume (WMH). Random effects modeling of longitudinal data assessed effects of MRI baseline and MRI change on baseline and change of psychometrically matched measures of MEM and EXEC. RESULTS: Change in MEM was related to HC baseline and HC change. Change in EXEC was related to baseline CGM and to change in CGM, HC, and LAC. Results were unchanged when demented cases were excluded. WMH was not associated with change in MEM or EXEC independent of HC, CGM, and LAC. CONCLUSION: Hippocampal volume was the primary determinant of memory decline, whereas executive function (EXEC) decline was related to multiple brain components. Results support a hypothesis that MEM decline is strongly influenced by Alzheimer disease (AD), whereas EXEC decline may be complexly determined by cerebrovascular disease and AD.


Subject(s)
Aging/pathology , Atrophy/diagnosis , Brain/pathology , Cognition Disorders/diagnosis , Memory Disorders/diagnosis , Aged , Aged, 80 and over , Alzheimer Disease/diagnosis , Alzheimer Disease/physiopathology , Alzheimer Disease/psychology , Atrophy/etiology , Atrophy/physiopathology , Brain/physiopathology , Cerebral Cortex/pathology , Cerebral Cortex/physiopathology , Cognition Disorders/physiopathology , Cognition Disorders/psychology , Data Collection , Dementia/diagnosis , Dementia/physiopathology , Dementia, Vascular/diagnosis , Dementia, Vascular/physiopathology , Dementia, Vascular/psychology , Disease Progression , Female , Hippocampus/pathology , Hippocampus/physiopathology , Humans , Longitudinal Studies , Magnetic Resonance Imaging , Male , Memory Disorders/physiopathology , Memory Disorders/psychology , Middle Aged , Neuropsychological Tests , Predictive Value of Tests
18.
Neurology ; 64(2): 282-9, 2005 Jan 25.
Article in English | MEDLINE | ID: mdl-15668426

ABSTRACT

BACKGROUND: N-acetylaspartate (NAA) in the medial temporal lobe (MTL) and parietal lobe gray matter (GM) is diminished in Alzheimer disease (AD). Because NAA is considered a marker of neuronal integrity, reduced medial temporal and parietal lobe NAA could be an early indication of dementia-related pathology in elderly individuals. OBJECTIVES: 1) To determine whether cognitively impaired but nondemented (CIND) elderly individuals exhibit a similar pattern of reduced medial temporal and parietal lobe NAA as AD patients. 2) To compare regional NAA patterns, hippocampal and neocortical gray matter (GM) volumes in CIND patients who remained cognitively stable and those who became demented over 3.6 years of follow-up. 3) To examine the relationship between memory performance, medial temporal lobe NAA, and hippocampal volume. METHODS: Seventeen CIND, 24 AD, and 24 cognitively normal subjects were studied using MRSI and MRI. RESULTS: Relative to controls, CIND patients had reduced MTL NAA (19 to 21%, p = 0.005), hippocampal (11 to 14%, p < or = 0.04), and neocortical GM (5%, p = 0.05) volumes. CIND patients who later became demented had less MTL NAA (26%, p = 0.01), hippocampal (17 to 23%, p < or = 0.05), and neocortical GM (13%, p = 0.02) volumes than controls, but there were no significant differences between stable CIND patients and controls. MTL NAA in combination with hippocampal volume improved discrimination of CIND and controls over hippocampal volume alone. In AD and CIND patients, decreased MTL NAA correlated significantly with impaired memory performance. CONCLUSION: Reduced medial temporal lobe N-acetylaspartate, together with reduced hippocampal and neocortical gray matter volumes, may be early indications of dementia-related pathology in subjects at high risk for developing dementia.


Subject(s)
Aspartic Acid/analogs & derivatives , Cognition Disorders/metabolism , Temporal Lobe/chemistry , Aged , Aspartic Acid/analysis , Atrophy , Cognition Disorders/pathology , Dementia/epidemiology , Female , Hippocampus/chemistry , Hippocampus/pathology , Humans , Magnetic Resonance Imaging , Magnetic Resonance Spectroscopy , Male , Parietal Lobe/metabolism , Parietal Lobe/pathology , Risk Factors , Temporal Lobe/pathology
19.
Article in English | MEDLINE | ID: mdl-15512902

ABSTRACT

OBJECTIVES: After replication of previous findings we aimed to: 1) determine if previously reported (1)H MRSI differences between ALS patients and control subjects are limited to the motor cortex; and 2) determine the longitudinal metabolic changes corresponding to varying levels of diagnostic certainty. METHODS: Twenty-one patients with possible/suspected ALS, 24 patients with probable/definite ALS and 17 control subjects underwent multislice (1)H MRSI co-registered with tissue-segmented MRI to obtain concentrations of the brain metabolites N-acetylaspartate (NAA), creatine, and choline in the left and right motor cortex and in gray matter and white matter of non-motor regions in the brain. RESULTS: In the more affected hemisphere, reductions in the ratios, NAA/Cho and NAA/Cre+Cho were observed both within (12.6% and 9.5% respectively) and outside (9.2% and 7.3% respectively) the motor cortex in probable/definite ALS. However, these reductions were significantly greater within the motor cortex (P<0.05 for NAA/Cho and P<0.005 for NAA/Cre+Cho). Longitudinal changes in NAA were observed at three months within the motor cortex of both possible/suspected ALS patients (P<0.005) and at nine months outside the motor cortex of probable/definite patients (P<0.005). However, there was no clear pattern of progressive change over time. CONCLUSIONS: NAA ratios are reduced in the motor cortex and outside the motor cortex in ALS, suggesting widespread neuronal injury. Longitudinal changes of NAA are not reliable, suggesting that NAA may not be a useful surrogate marker for treatment trials.


Subject(s)
Amyotrophic Lateral Sclerosis/metabolism , Aspartic Acid/analogs & derivatives , Aspartic Acid/metabolism , Motor Cortex/metabolism , Aged , Amyotrophic Lateral Sclerosis/diagnosis , Brain/metabolism , Brain/pathology , Brain Mapping , Choline/metabolism , Creatine/metabolism , Cross-Sectional Studies , Female , Functional Laterality/physiology , Humans , Image Processing, Computer-Assisted , Longitudinal Studies , Magnetic Resonance Imaging/methods , Magnetic Resonance Spectroscopy/methods , Male , Middle Aged , Motor Cortex/pathology , Reference Values , Tritium/metabolism
20.
Neuroimage ; 21(4): 1387-98, 2004 Apr.
Article in English | MEDLINE | ID: mdl-15050564

ABSTRACT

High-resolution structural MRI scans of 20 subjects diagnosed with semantic dementia were compared against scans of 20 cognitively normal control subjects using whole brain deformation tensor morphometry to study spatially consistent differences in local anatomical size. A fine lattice free-form volume registration algorithm was used to estimate a continuous mapping from a reference MRI to each individual subject MRI. The Jacobian of these transformations at each voxel were used to quantitatively map relative anatomical size in each individual brain. Intensity consistent filtering was applied to the determinant of these Jacobians. A careful validation using manually traced gyral anatomy was carried out and used to select an optimal deformation tensor filter scale at which to examine the anatomical size maps. General linear modeling at each voxel was used to decompose the influence of age and head size from the primary diagnosis. Maps of the T statistic of the diagnosis across the 40 subjects highlighted significant (P < 0.01 Bonferroni corrected) focal tissue contraction effects related to dementia diagnosis in the left temporal pole extending into the hippocampus, occipitotemporal gyrus and parahippocampal gyrus. Some evidence of greater focal contraction in gray over white matter was also apparent. Contraction effects were also seen, but with reduced significance in the right temporal anatomy, focused toward the temporal pole and hippocampal regions. Additional lower significance findings (P < 0.05 permutation corrected) were detected in the left superior frontal gyrus, left orbital gyrus and left parietal lobe.


Subject(s)
Brain/pathology , Dementia/diagnosis , Image Enhancement , Image Processing, Computer-Assisted , Imaging, Three-Dimensional , Magnetic Resonance Imaging , Aged , Atrophy , Brain Mapping , Cerebral Cortex/pathology , Dominance, Cerebral/physiology , Female , Humans , Linear Models , Male , Mental Status Schedule , Middle Aged , Neuropsychological Tests , Reference Values , Reproducibility of Results
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