Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 54
Filter
1.
J Prev Alzheimers Dis ; 10(4): 828-836, 2023.
Article in English | MEDLINE | ID: mdl-37874105

ABSTRACT

BACKGROUND: Plasma p217+tau has shown high concordance with cerebrospinal fluid (CSF) and positron emission tomography (PET) measures of amyloid-ß (Aß) and tau in Alzheimer's Disease (AD). However, its association with longitudinal cognition and comparative performance to PET Aß and tau in predicting cognitive decline are unknown. OBJECTIVES: To evaluate whether p217+tau can predict the rate of cognitive decline observed over two-year average follow-up and compare this to prediction based on Aß (18F-NAV4694) and tau (18F-MK6240) PET. We also explored the sample size required to detect a 30% slowing in cognitive decline in a 2-year trial and selection test cost using p217+tau (pT+) as compared to PET Aß (A+) and tau (T+) with and without p217+tau pre-screening. DESIGN: A prospective observational cohort study. SETTING: Participants of the Australian Imaging, Biomarker and Lifestyle Flagship Study of Ageing (AIBL) and Australian Dementia Network (ADNeT). PARTICIPANTS: 153 cognitively unimpaired (CU) and 50 cognitively impaired (CI) individuals. MEASUREMENTS: Baseline p217+tau Simoa® assay, 18F-MK6240 tau-PET and 18F-NAV4694 Aß-PET with neuropsychological follow-up (MMSE, CDR-SB, AIBL-PACC) over 2.4 ± 0.8 years. RESULTS: In CI, p217+tau was a significant predictor of change in MMSE (ß = -0.55, p < 0.001) and CDR-SB (ß =0.61, p < 0.001) with an effect size similar to Aß Centiloid (MMSE ß = -0.48, p = 0.002; CDR-SB ß = 0.43, p = 0.004) and meta-temporal (MetaT) tau SUVR (MMSE: ß = -0.62, p < 0.001; CDR-SB: ß = 0.65, p < 0.001). In CU, only MetaT tau SUVR was significantly associated with change in AIBL-PACC (ß = -0.22, p = 0.008). Screening pT+ CI participants into a trial could lead to 24% reduction in sample size compared to screening with PET for A+ and 6-13% compared to screening with PET for T+ (different regions). This would translate to an 81-83% biomarker test cost-saving assuming the p217+tau test cost one-fifth of a PET scan. In a trial requiring PET A+ or T+, p217+tau pre-screening followed by PET in those who were pT+ would cost more in the CI group, compared to 26-38% biomarker test cost-saving in the CU. CONCLUSIONS: Substantial cost reduction can be achieved using p217+tau alone to select participants with MCI or mild dementia for a clinical trial designed to slow cognitive decline over two years, compared to participant selection by PET. In pre-clinical AD trials, p217+tau provides significant cost-saving if used as a pre-screening measure for PET A+ or T+ but in MCI/mild dementia trials this may add to cost both in testing and in the increased number of participants needed for testing.


Subject(s)
Alzheimer Disease , Dementia , Humans , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/cerebrospinal fluid , Prognosis , tau Proteins/cerebrospinal fluid , Prospective Studies , Australia , Amyloid beta-Peptides/cerebrospinal fluid , Biomarkers
2.
J Prev Alzheimers Dis ; 10(2): 251-258, 2023.
Article in English | MEDLINE | ID: mdl-36946452

ABSTRACT

OBJECTIVES: Longitudinal tau quantification may provide a useful marker of drug efficacy in clinical trials. Different tau PET tracers may have different sensitivity to longitudinal changes, but without a head-to-head dataset or a carefully designed case-matching procedure, comparing results in different cohorts can be biased. In this study, we compared the tau PET tracers, 18F-MK6240 and 18F-flortaucipir (FTP), both cross-sectionally and longitudinally by case-matching subjects in the AIBL and ADNI longitudinal cohort studies. METHODS: A subset of 113 participants from AIBL and 113 from ADNI imaged using 18F-MK6240 and 18F-FTP respectively, with baseline and follow-up, were matched based on baseline clinical diagnosis, MMSE, age and amyloid (Aß) PET centiloid value. Subjects were grouped as 64 Aß- cognitively unimpaired (CU), 22 Aß+ CU, 14 Aß+ mild cognitive impairment (MCI) and 13 Aß+ Alzheimer's disease (AD). Tracer retention was measured in the mesial, temporoparietal, rest of the cortex, and a meta-temporal region composed of entorhinal, inferior/middle temporal, fusiform, parahippocampus and amygdala. T-tests were employed to assess group separation at baseline using SUVR Z-scores and longitudinally using SUVR%/Yr. RESULTS: Both tracers detected statistically significant differences at baseline in most regions between all clinical groups. Only 18F-MK6240 showed statistically significant higher rate of SUVR increase in Aß+ CU compared to Aß- CU in the mesial, meta-temporal and temporoparietal regions. CONCLUSION: 18F-MK6240 appears to be a more sensitive tracer for change in tau level at the preclinical stage of AD.


Subject(s)
Alzheimer Disease , Humans , Alzheimer Disease/diagnostic imaging , Amyloid beta-Peptides/metabolism , tau Proteins/metabolism , Longitudinal Studies , Cross-Sectional Studies , Positron-Emission Tomography/methods , Brain/diagnostic imaging , Brain/metabolism
3.
J Prev Alzheimers Dis ; 6(4): 248-255, 2019.
Article in English | MEDLINE | ID: mdl-31686097

ABSTRACT

BACKGROUND: The National Institute on Aging and Alzheimer's Association (NIA-AA) have proposed a new Research Framework: Towards a biological definition of Alzheimer's disease, which uses a three-biomarker construct: Aß-amyloid, tau and neurodegeneration AT(N), to generate a biomarker based definition of Alzheimer's disease. OBJECTIVES: To stratify AIBL participants using the new NIA-AA Research Framework using cerebrospinal fluid (CSF) biomarkers. To evaluate the clinical and cognitive profiles of the different groups resultant from the AT(N) stratification. To compare the findings to those that result from stratification using two-biomarker construct criteria (AT and/or A(N)). DESIGN: Individuals were classified as being positive or negative for each of the A, T, and (N) categories and then assigned to the appropriate AT(N) combinatorial group: A-T-(N)-; A+T-(N)-; A+T+(N)-; A+T-(N)+; A+T+(N)+; A-T+(N)-; A-T-(N)+; A-T+(N)+. In line with the NIA-AA research framework, these eight AT(N) groups were then collapsed into four main groups of interest (normal AD biomarkers, AD pathologic change, AD and non-AD pathologic change) and the respective clinical and cognitive trajectories over 4.5 years for each group were assessed. In two sensitivity analyses the methods were replicated after assigning individuals to four groups based on being positive or negative for AT biomarkers as well as A(N) biomarkers. SETTING: Two study centers in Melbourne (Victoria) and Perth (Western Australia), Australia recruited MCI individuals and individuals with AD from primary care physicians or tertiary memory disorder clinics. Cognitively healthy, elderly NCs were recruited through advertisement or via spouses of participants in the study. PARTICIPANTS: One-hundred and forty NC, 33 MCI participants, and 27 participants with AD from the AIBL study who had undergone CSF evaluation using Elecsys® assays. INTERVENTION (if any): Not applicable. MEASUREMENTS: Three CSF biomarkers, namely amyloid ß1-42, phosphorylated tau181, and total tau, were measured to provide the AT(N) classifications. Clinical and cognitive trajectories were evaluated using the AIBL Preclinical Alzheimer Cognitive Composite (AIBL-PACC), a verbal episodic memory composite, an executive function composite, California Verbal Learning Test - Second Edition; Long-Delay Free Recall, Mini-Mental State Examination, and Clinical Dementia Rating Sum of Boxes scores. RESULTS: Thirty-eight percent of the elderly NCs had no evidence of abnormal AD biomarkers, whereas 33% had biomarker levels consistent with AD or AD pathologic change, and 29% had evidence of non-AD biomarker change. Among NC participants, those with biomarker evidence of AD pathology tended to perform worse on cognitive outcome assessments than other biomarker groups. Approximately three in four participants with MCI or AD had biomarker levels consistent with the research framework's definition of AD or AD pathologic change. For MCI participants, a decrease in AIBL-PACC scores was observed with increasing abnormal biomarkers; and increased abnormal biomarkers were also associated with increased rates of decline across some cognitive measures. CONCLUSIONS: Increasing biomarker abnormality appears to be associated with worse cognitive trajectories. The implementation of biomarker classifications could help better characterize prognosis in clinical practice and identify those at-risk individuals more likely to clinically progress, for their inclusion in future therapeutic trials.


Subject(s)
Alzheimer Disease/cerebrospinal fluid , Amyloid beta-Peptides/cerebrospinal fluid , Cognitive Dysfunction/cerebrospinal fluid , Peptide Fragments/cerebrospinal fluid , tau Proteins/cerebrospinal fluid , Aged , Aged, 80 and over , Alzheimer Disease/physiopathology , Alzheimer Disease/psychology , Australia , Case-Control Studies , Cognitive Dysfunction/physiopathology , Cognitive Dysfunction/psychology , Disease Progression , Female , Humans , Male , Phosphoproteins
4.
Stat Med ; 36(17): 2720-2734, 2017 Jul 30.
Article in English | MEDLINE | ID: mdl-28444781

ABSTRACT

In epidemiology, cohort studies utilised to monitor and assess disease status and progression often result in short-term and sparse follow-up data. Thus, gaining an understanding of the full-term disease pathogenesis can be difficult, requiring shorter-term data from many individuals to be collated. We investigate and evaluate methods to construct and quantify the underlying long-term longitudinal trajectories for disease markers using short-term follow-up data, specifically applied to Alzheimer's disease. We generate individuals' follow-up data to investigate approaches to this problem adopting a four-step modelling approach that (i) determines individual slopes and anchor points for their short-term trajectory, (ii) fits polynomials to these slopes and anchor points, (iii) integrates the reciprocated polynomials and (iv) inverts the resulting curve providing an estimate of the underlying longitudinal trajectory. To alleviate the potential problem of roots of polynomials falling into the region over which we integrate, we propose the use of non-negative polynomials in Step 2. We demonstrate that our approach can construct underlying sigmoidal trajectories from individuals' sparse, short-term follow-up data. Furthermore, to determine an optimal methodology, we consider variations to our modelling approach including contrasting linear mixed effects regression to linear regression in Step 1 and investigating different orders of polynomials in Step 2. Cubic order polynomials provided more accurate results, and there were negligible differences between regression methodologies. We use bootstrap confidence intervals to quantify the variability in our estimates of the underlying longitudinal trajectory and apply these methods to data from the Alzheimer's Disease Neuroimaging Initiative to demonstrate their practical use. Copyright © 2017 John Wiley & Sons, Ltd.


Subject(s)
Disease Progression , Models, Statistical , Aged , Aged, 80 and over , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/physiopathology , Computer Simulation , Female , Follow-Up Studies , Humans , Male , Monte Carlo Method , Neuroimaging , Regression Analysis
5.
Eur J Neurol ; 24(1): 130-136, 2017 01.
Article in English | MEDLINE | ID: mdl-27797445

ABSTRACT

BACKGROUND AND PURPOSE: Visualization of pathogenic protein aggregates is crucial to elucidate pathomechanisms and to make an accurate diagnosis in many neurodegenerative conditions. Aggregates of the microtubule-binding protein, tau, are one of the most important pathogenic molecules in neurodegenerative disorders. Progressive supranuclear palsy (PSP) is characterized by the deposition of tau proteins in some specific area such as the basal ganglia and brainstem. We tried to detect tau lesions in the brains of living patients with PSP with a novel positron emission tomography (PET) tracer, [18 F]THK-5351, which we have recently developed. METHODS: Paraffin-embedded brain sections of the patients with PSP were used for autoradiography with [3 H]THK-5351 and immunohistochemistry. Nine healthy controls, 13 patients with Alzheimer's disease and three patients with PSP participated in this PET study with [18 F]THK-5351. To detect amyloid-ß deposition, PET imaging with Pittsburgh compound B was also performed. RESULTS: Autoradiography in the brain sections of patients with PSP demonstrated [3 H]THK-5351 binding to tau deposits with a high selectivity. Although patients with PSP exhibited no remarkable [18 F]THK-5351 retention in the temporal cortex, significantly higher tracer retention was observed in the globus pallidus and midbrain. In contrast, amyloid imaging with Pittsburgh compound B showed no remarkable accumulation in the cerebral cortex of PSP. CONCLUSIONS: We conclude that [18 F]THK-5351 PET can potentially be used to detect the regional brain distribution of tau lesions in PSP, thereby facilitating the differential diagnosis of neurodegenerative disorders associated with tau protein.


Subject(s)
Brain/diagnostic imaging , Positron-Emission Tomography , Supranuclear Palsy, Progressive/diagnostic imaging , tau Proteins/metabolism , Aged , Aged, 80 and over , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/metabolism , Alzheimer Disease/pathology , Aniline Compounds , Brain/metabolism , Brain/pathology , Female , Humans , Male , Supranuclear Palsy, Progressive/metabolism , Supranuclear Palsy, Progressive/pathology , Thiazoles
6.
Mol Psychiatry ; 20(11): 1322-8, 2015 Nov.
Article in English | MEDLINE | ID: mdl-25288138

ABSTRACT

Accumulation of ß-amyloid (Aß) in the brain is associated with memory decline in healthy individuals as a prelude to Alzheimer's disease (AD). Genetic factors may moderate this decline. We examined the role of apolipoprotein E (ɛ4 carrier[ɛ4(+)], ɛ4 non-carrier[ɛ4(-)]) and brain-derived neurotrophic factor (BDNF(Val/Val), BDNF(Met)) in the extent to which they moderate Aß-related memory decline. Healthy adults (n=333, Mage=70 years) enrolled in the Australian Imaging, Biomarkers and Lifestyle study underwent Aß neuroimaging. Neuropsychological assessments were conducted at baseline, 18-, 36- and 54-month follow-ups. Aß positron emission tomography neuroimaging was used to classify participants as Aß(-) or Aß(+). Relative to Aß(-)ɛ4(-), Aß(+)ɛ4(+) individuals showed significantly faster rates of cognitive decline over 54 months across all domains (d=0.40-1.22), while Aß(+)ɛ4(-) individuals showed significantly faster decline only on verbal episodic memory (EM). There were no differences in rates of cognitive change between Aß(-)ɛ4(-) and Aß(-)ɛ4(+) groups. Among Aß(+) individuals, ɛ4(+)/BDNF(Met) participants showed a significantly faster rate of decline on verbal and visual EM, and language over 54 months compared with ɛ4(-)/BDNF(Val/Val) participants (d=0.90-1.02). At least two genetic loci affect the rate of Aß-related cognitive decline. Aß(+)ɛ4(+)/BDNF(Met) individuals can expect to show clinically significant memory impairment after 3 years, whereas Aß(+)ɛ4(+)/BDNF(Val/Val) individuals can expect a similar degree of impairment after 10 years. Little decline over 54 months was observed in the Aß(-) and Aß(+) ɛ4(-) groups, irrespective of BDNF status. These data raise important prognostic issues in managing preclinical AD, and should be considered in designing secondary preventative clinical trials.


Subject(s)
Alzheimer Disease/complications , Amyloid beta-Peptides/metabolism , Apolipoproteins E/genetics , Brain-Derived Neurotrophic Factor/genetics , Cognition Disorders , Polymorphism, Single Nucleotide/genetics , Aged , Aged, 80 and over , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/genetics , Aniline Compounds/metabolism , Cognition Disorders/etiology , Cognition Disorders/genetics , Cognition Disorders/metabolism , Female , Follow-Up Studies , Genetic Engineering , Genotype , Humans , Male , Middle Aged , Neuropsychological Tests , Positron-Emission Tomography , Psychiatric Status Rating Scales , Thiazoles/metabolism
7.
Mol Psychiatry ; 20(10): 1188-96, 2015 Oct.
Article in English | MEDLINE | ID: mdl-25349172

ABSTRACT

There is no consensus for a blood-based test for the early diagnosis of Alzheimer's disease (AD). Expression profiling of small non-coding RNA's, microRNA (miRNA), has revealed diagnostic potential in human diseases. Circulating miRNA are found in small vesicles known as exosomes within biological fluids such as human serum. The aim of this work was to determine a set of differential exosomal miRNA biomarkers between healthy and AD patients, which may aid in diagnosis. Using next-generation deep sequencing, we profiled exosomal miRNA from serum (N=49) collected from the Australian Imaging, Biomarkers and Lifestyle Flagship Study (AIBL). Sequencing results were validated using quantitative reverse transcription PCR (qRT-PCR; N=60), with predictions performed using the Random Forest method. Additional risk factors collected during the 4.5-year AIBL Study including clinical, medical and cognitive assessments, and amyloid neuroimaging with positron emission tomography were assessed. An AD-specific 16-miRNA signature was selected and adding established risk factors including age, sex and apolipoprotein ɛ4 (APOE ɛ4) allele status to the panel of deregulated miRNA resulted in a sensitivity and specificity of 87% and 77%, respectively, for predicting AD. Furthermore, amyloid neuroimaging information for those healthy control subjects incorrectly classified with AD-suggested progression in these participants towards AD. These data suggest that an exosomal miRNA signature may have potential to be developed as a suitable peripheral screening tool for AD.


Subject(s)
Alzheimer Disease/blood , Alzheimer Disease/genetics , MicroRNAs/blood , Aged , Aged, 80 and over , Alzheimer Disease/diagnosis , Biomarkers/blood , Case-Control Studies , Exosomes/genetics , Female , Genetic Testing , Humans , Male , Neuroimaging/methods , Neuropsychological Tests , Prognosis , Reproducibility of Results , Sensitivity and Specificity , Sequence Analysis, RNA , Transcriptome
8.
Q J Nucl Med Mol Imaging ; 58(4): 398-412, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25358680

ABSTRACT

The last decade has witnessed the development and characterization of tracers for the evaluation of neuropathology in vivo. The introduction of these tracers, namely ß-amyloid (Aß) and later tau, are providing the tools to change the landscape and refine our understanding of Aß and tau deposition in the brain, allowing to investigate the causes, refine diagnosis and improve treatment of major neurodegenerative conditions such as Alzheimer's disease (AD), chronic traumatic encephalopathy (CTE) and frontotemporal lobar degeneration (FTLD). Aß and tau imaging allow examination of the regional and global changes of these disease markers over time as well as their relationship with other relevant parameters such as cognitive performance and neurodegenerative changes. Aß and tau imaging will enable to establish the role Aß and tau play -and interplay- in aging and disease. Aß and tau imaging value resides in being not only diagnostic, prognostic or progression markers, but also surrogate markers of disease, crucial for patient recruitment and efficacy evaluation of disease-specific therapies.


Subject(s)
Amyloid beta-Peptides/chemistry , Brain Injury, Chronic/diagnostic imaging , Dementia/diagnostic imaging , Frontotemporal Lobar Degeneration/diagnostic imaging , Positron-Emission Tomography/methods , Radiopharmaceuticals , tau Proteins/chemistry , Animals , Brain/diagnostic imaging , Brain/pathology , Brain Injury, Chronic/diagnosis , Dementia/diagnosis , Frontotemporal Lobar Degeneration/diagnosis , Humans , Mice
9.
Mol Psychiatry ; 19(1): 69-75, 2014 Jan.
Article in English | MEDLINE | ID: mdl-23089633

ABSTRACT

Testosterone and gonadotropins have been associated with cognitive decline in men and the modulation of ß amyloid (Aß) metabolism. The relatively few studies that have investigated whether changes in one or a combination of these hormones influence Aß levels have focused primarily on plasma Aß(1-40) and not on the more pathogenic Aß(1-42). Currently, no study has investigated whether these hormones are associated with an increase in brain amyloid deposition, ante mortem. Through the highly characterised Australian imaging, biomarkers and lifestyle study, we have determined the impact of these hormones on plasma Aß levels and brain amyloid burden (Pittsburgh compound B (PiB) retention). Spearman's rank correlation and linear regression analysis was carried out across the cohort and within subclassifications. Luteinizing hormone (LH) was the only variable shown, in the total cohort, to have a significant impact on plasma Aß(1-40) and Aß(1-42) levels (beta=0.163, P<0.001; beta=0.446, P<0.001). This held in subjective memory complainers (SMC) (Aß(1-40); beta=0.208, P=0.017; Aß(1-42); beta=0.215, P=0.017) but was absent in mild cognitive impairment (MCI) and Alzheimer's disease (AD) groups. In SMC, increased frequency of the APOE-ɛ4 allele (beta=0.536, P<0.001) and increasing serum LH levels (beta=0.421, P=0.004) had a significant impact on PiB retention. Whereas in MCI, PiB retention was associated with increased APOE-ɛ4 allele copy number (beta=0.674, P<0.001) and decreasing calculated free testosterone (beta=-0.303, P=0.043). These findings suggest a potential progressive involvement of LH and testosterone in the early preclinical stages of AD. Furthermore, these hormones should be considered while attempting to predict AD at these earliest stages of the disease.


Subject(s)
Alzheimer Disease/metabolism , Amyloid beta-Peptides/metabolism , Gonadotropins/metabolism , Peptide Fragments/metabolism , Testosterone/metabolism , Aged , Aged, 80 and over , Alzheimer Disease/diagnostic imaging , Aniline Compounds , Apolipoproteins E/genetics , Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/metabolism , Cohort Studies , Humans , Linear Models , Male , Memory Disorders/diagnostic imaging , Memory Disorders/metabolism , Middle Aged , Neuropsychological Tests , Positron-Emission Tomography , Psychiatric Status Rating Scales , Risk Factors , Statistics, Nonparametric , Thiazoles
10.
Mol Psychiatry ; 19(4): 519-26, 2014 Apr.
Article in English | MEDLINE | ID: mdl-23628985

ABSTRACT

Dementia is a global epidemic with Alzheimer's disease (AD) being the leading cause. Early identification of patients at risk of developing AD is now becoming an international priority. Neocortical Aß (extracellular ß-amyloid) burden (NAB), as assessed by positron emission tomography (PET), represents one such marker for early identification. These scans are expensive and are not widely available, thus, there is a need for cheaper and more widely accessible alternatives. Addressing this need, a blood biomarker-based signature having efficacy for the prediction of NAB and which can be easily adapted for population screening is described. Blood data (176 analytes measured in plasma) and Pittsburgh Compound B (PiB)-PET measurements from 273 participants from the Australian Imaging, Biomarkers and Lifestyle (AIBL) study were utilised. Univariate analysis was conducted to assess the difference of plasma measures between high and low NAB groups, and cross-validated machine-learning models were generated for predicting NAB. These models were applied to 817 non-imaged AIBL subjects and 82 subjects from the Alzheimer's Disease Neuroimaging Initiative (ADNI) for validation. Five analytes showed significant difference between subjects with high compared to low NAB. A machine-learning model (based on nine markers) achieved sensitivity and specificity of 80 and 82%, respectively, for predicting NAB. Validation using the ADNI cohort yielded similar results (sensitivity 79% and specificity 76%). These results show that a panel of blood-based biomarkers is able to accurately predict NAB, supporting the hypothesis for a relationship between a blood-based signature and Aß accumulation, therefore, providing a platform for developing a population-based screen.


Subject(s)
Alzheimer Disease/blood , Alzheimer Disease/pathology , Amyloid beta-Peptides/metabolism , Neocortex/metabolism , Aged , Aged, 80 and over , Alzheimer Disease/genetics , Aniline Compounds , Apolipoproteins E/genetics , Chemokine CCL3/blood , Cohort Studies , Cullin Proteins , Female , Humans , Interleukin-17 , Male , Neocortex/diagnostic imaging , Pancreatic Polypeptide , Positron-Emission Tomography , Predictive Value of Tests , ROC Curve , Thiazoles
11.
J Am Med Inform Assoc ; 20(6): 1046-52, 2013.
Article in English | MEDLINE | ID: mdl-23775173

ABSTRACT

OBJECTIVE: As large-scale medical imaging studies are becoming more common, there is an increasing reliance on automated software to extract quantitative information from these images. As the size of the cohorts keeps increasing with large studies, there is a also a need for tools that allow results from automated image processing and analysis to be presented in a way that enables fast and efficient quality checking, tagging and reporting on cases in which automatic processing failed or was problematic. MATERIALS AND METHODS: MilxXplore is an open source visualization platform, which provides an interface to navigate and explore imaging data in a web browser, giving the end user the opportunity to perform quality control and reporting in a user friendly, collaborative and efficient way. DISCUSSION: Compared to existing software solutions that often provide an overview of the results at the subject's level, MilxXplore pools the results of individual subjects and time points together, allowing easy and efficient navigation and browsing through the different acquisitions of a subject over time, and comparing the results against the rest of the population. CONCLUSIONS: MilxXplore is fast, flexible and allows remote quality checks of processed imaging data, facilitating data sharing and collaboration across multiple locations, and can be easily integrated into a cloud computing pipeline. With the growing trend of open data and open science, such a tool will become increasingly important to share and publish results of imaging analysis.


Subject(s)
Data Mining/methods , Databases as Topic/organization & administration , Diagnostic Imaging , Image Interpretation, Computer-Assisted , Software , Database Management Systems , Humans , Internet
12.
Int Psychogeriatr ; 25(8): 1307-15, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23693133

ABSTRACT

BACKGROUND: The prognostic value of subjective memory complaints (SMCs) in the diagnosis of dementia of the Alzheimer's type is unclear. While some studies have found an association between SMCs and cognitive decline, many have found a stronger association with depression, which raises questions about their diagnostic utility. METHODS: We examined the cross-sectional association between SMC severity (as measured using the MAC-Q, a brief SMC questionnaire) and affect, memory, and Alzheimer's disease (AD) biomarkers (ß-amyloid deposition and the apolipoprotein E ε4 (APOEε4) allele) in healthy elderly controls (HC; M = 78.74 years, SD = 6.7) and individuals with mild cognitive impairment (MCI; M = 72.74 years, SD = 8.8). We analyzed a subset of individuals drawn from the Australian Imaging Biomarkers and Lifestyle (AIBL) Study of Aging. RESULTS: SMCs were more severe in MCI patients than in HCs. SMC severity was related to affective variables and the interaction between age and group membership (HC/MCI). Within the HC group, SMC severity was related to affective variables only, while severity correlated only with age in the MCI group. SMCs were not related to cognitive variables or AD biomarkers. CONCLUSION: SMCs were related to solely by poorer mood (greater depressive and anxious symptomatology) in the cognitively healthy elderly however mean levels were subclinical. This finding argues for the assessment of affective symptomatology in conjunction with cognitive assessment in elderly memory complainers. Future AIBL research will focus on assessing other AD biomarkers, such as brain atrophy and Aß plasma markers, in relation to complaint severity. Once our 36-month follow-up data are collected, we propose to assess whether SMCs can predict future cognitive decline.


Subject(s)
Aging , Alzheimer Disease/complications , Biomarkers/blood , Memory , Affect , Aged , Aged, 80 and over , Alzheimer Disease/diagnosis , Australia , Case-Control Studies , Cognitive Dysfunction/diagnosis , Cross-Sectional Studies , Female , Geriatric Assessment/methods , Humans , Life Style , Male , Middle Aged , Neuropsychological Tests , Prognosis , Severity of Illness Index , Surveys and Questionnaires
13.
Mol Psychiatry ; 18(8): 875-81, 2013 Aug.
Article in English | MEDLINE | ID: mdl-22889922

ABSTRACT

Previous studies suggest physical activity improves cognition and lowers Alzheimer's disease (AD) risk. However, key AD pathogenic factors that are thought to be influenced by physical activity, particularly plasma amyloid-ß (Aß) and Aß brain load, have yet to be thoroughly investigated. The objective of this study was to determine if plasma Aß and amyloid brain deposition are associated with physical activity levels, and whether these associations differed between carriers and non-carriers of the apolipoprotein E (APOE) ε4 allele. Five-hundred and forty six cognitively intact participants (aged 60-95 years) from the Australian Imaging, Biomarkers and Lifestyle Study of Ageing (AIBL) were included in these analyses. Habitual physical activity levels were measured using the International Physical Activity Questionnaire (IPAQ). Serum insulin, glucose, cholesterol and plasma Aß levels were measured in fasting blood samples. A subgroup (n=116) underwent (11)C-Pittsburgh compound B (PiB) positron emission tomography (PET) scanning to quantify brain amyloid load. Higher levels of physical activity were associated with higher high density lipoprotein (HDL) (P=0.037), and lower insulin (P<0.001), triglycerides (P=0.019) and Aß1-42/1-40 ratio (P=0.001). After stratification of the cohort based on APOE ε4 allele carriage, it was evident that only non-carriers received the benefit of reduced plasma Aß from physical activity. Conversely, lower levels of PiB SUVR (standardised uptake value ratio) were observed in higher exercising APOE ε4 carriers. Lower plasma Aß1-42/1-40 and brain amyloid was observed in those reporting higher levels of physical activity, consistent with the hypothesis that physical activity may be involved in the modulation of pathogenic changes associated with AD.


Subject(s)
Aging/metabolism , Amyloid beta-Peptides/metabolism , Brain/metabolism , Motor Activity , Aged , Aged, 80 and over , Aging/genetics , Alleles , Amyloid beta-Peptides/blood , Apolipoprotein E4/genetics , Biomarkers/blood , Biomarkers/metabolism , Blood Glucose , Cholesterol/blood , Female , Functional Neuroimaging , Humans , Insulin/blood , Life Style , Male , Middle Aged
14.
Neurology ; 78(7): 477-84, 2012 Feb 14.
Article in English | MEDLINE | ID: mdl-22302548

ABSTRACT

OBJECTIVE: Given the recent and growing interest in the concepts of prodromal and presymptomatic Alzheimer disease, it is crucial to determine whether the presence of ß-amyloid (Aß) in the brain of asymptomatic elderly individuals is a pathologic condition associated with accelerated neuronal and synaptic loss. The aim of the present study was to assess whether Aß influences the rate of atrophy in cognitively normal elderly individuals. METHODS: Seventy-four healthy elderly individuals underwent an MRI scan and a 11C-Pittsburgh compound B (PiB) PET scan at baseline and a second MRI scan 18 months later. Voxel-wise analyses were performed using maps of annual rate of atrophy generated from the serial MRI scans, including comparison between individuals with high vs low neocortical PiB and correlation with baseline neocortical PiB. RESULTS: The rate of atrophy was significantly higher in the normal elderly individuals with high PiB compared with those with low PiB and was significantly correlated with baseline neocortical PiB, with the highest significance in the temporal neocortex and the posterior cingulate cortex. CONCLUSIONS: Our findings show that the presence of Aß in the brain, known to occur in about one-third of asymptomatic elderly individuals, is actually a pathologic state associated with accelerated atrophy. They also suggest that therapy aimed to reduce the neurodegenerative process should be commenced in presymptomatic individuals with high PiB.


Subject(s)
Amyloid beta-Peptides/metabolism , Cerebral Cortex/pathology , Cognition/physiology , Aged , Aged, 80 and over , Aniline Compounds , Atrophy , Brain Mapping , Cerebellum/pathology , Cerebral Cortex/diagnostic imaging , Cognitive Dysfunction/pathology , Cognitive Dysfunction/psychology , Disease Progression , Female , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Male , Neocortex/pathology , Positron-Emission Tomography , Radiopharmaceuticals , Thiazoles
15.
Neurology ; 77(1): 48-54, 2011 Jul 05.
Article in English | MEDLINE | ID: mdl-21700585

ABSTRACT

OBJECTIVES: Incidental cerebral microhemorrhage (MH) is frequently found in older individuals scanned with susceptibility-weighted MRI (SWI) or gradient-recalled echo MRI. MH have been linked with ß-amyloid (Aß) deposition using (11)C-Pittsburgh compound B (PiB) PET in Alzheimer disease (AD) and cerebral amyloid angiopathy (CAA). We hypothesized that Aß deposition in asymptomatic elderly individuals is associated with lobar MH (LMH). METHODS: This was a cross-sectional study of 84 elderly healthy controls (HC), 28 subjects with mild cognitive impairment (MCI), and 26 subjects with probable AD who underwent 3-T SWI and (11)C-PiB PET. (11)C-PiB cortical binding was quantified normalized to cerebellar cortex (standardized uptake value ratio [SUVR]) and scans classified as positive (PiB+) or negative (PiB-) by visual inspection. MH were manually counted and categorized by region and as lobar or nonlobar. RESULTS: LMH were present in 30.8% of AD, 35.7% of MCI, and 19.1% of HC. The prevalence of LMH among PiB+ subjects was similar, regardless of clinical classification (AD 30.8%, MCI 38.9%, HC 41.4%, p > 0.7). HC with LMH had significantly higher mean neocortical SUVR (1.7 ± 0.5) than HC without LMH (1.3 ± 0.3, p ± 0.01). In HC, there was a positive correlation between number of LMH and SUVR, and between LMH and age. In HC, PiB+ (odds ratio [OR] 7.3, 95% confidence interval [CI] 1.6-33.7, p = 0.01) and age (OR 1.2, 95% CI 1.03-1.3, p = 0.02) both independently predicted the occurrence of LMH using logistic regression. CONCLUSION: Asymptomatic Aß deposition in older adults is strongly associated with LMH.


Subject(s)
Aging/pathology , Alzheimer Disease/pathology , Amyloid beta-Peptides/metabolism , Brain/metabolism , Cerebral Hemorrhage/etiology , Aged , Aged, 80 and over , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/genetics , Aniline Compounds , Apolipoprotein E4/genetics , Benzothiazoles , Brain/diagnostic imaging , Brain Mapping , Carbon Radioisotopes , Cognition Disorders/diagnostic imaging , Cognition Disorders/genetics , Cognition Disorders/pathology , Female , Humans , Logistic Models , Magnetic Resonance Imaging/methods , Male , Nerve Fibers, Myelinated/diagnostic imaging , Nerve Fibers, Myelinated/pathology , Positron-Emission Tomography/methods , Psychiatric Status Rating Scales , Thiazoles
16.
Neurology ; 76(12): 1091-8, 2011 Mar 22.
Article in English | MEDLINE | ID: mdl-21422459

ABSTRACT

OBJECTIVE: There is mounting evidence for the contribution of apoE to the pathophysiology of Alzheimer disease (AD). Studies also indicate that plasma apoE levels may reflect disease status, suggesting that apoE is a potential AD biomarker. However, while some studies of apoE levels in plasma have presented correlations with AD pathology, others have not. Thus, there is a lack of consensus as to the suitability of plasma apoE as an AD biomarker. The major objective of this cross-sectional study was to investigate total plasma apoE as well as levels of the apoE4 form in a large, highly characterized cohort which included both healthy controls and participants with early-stage AD. METHODS: Total apoE and apoE4 were measured in 1,079 individuals drawn from the highly characterized Australian Imaging, Biomarkers and Lifestyle (AIBL) study. Total and isoform-specific plasma apoE levels were then compared with cerebral Aß load, as assessed by PET using Pittsburgh compound B (PiB). RESULTS: Total apoE and apoE4 levels were found to be significantly lower in patients with AD in the entire cohort, and decrease with Aß load in the PiB-PET subset. ApoE levels were significantly lower among ε4 homozygous individuals. In APOE ε3/ε4 heterozygote carriers, apoE4 levels decrease, indicating that apoE3 levels increase with disease. CONCLUSION: Analysis of cross-sectional data from the AIBL study indicates that plasma apoE levels are altered in AD and correlate with AD pathology level. The significance of these findings will be determined in the AIBL longitudinal study of aging.


Subject(s)
Aging/metabolism , Alzheimer Disease/diagnosis , Apolipoprotein E4/blood , Apolipoproteins E/blood , Brain/metabolism , Cognition Disorders/diagnosis , Positron-Emission Tomography/methods , Aged , Aging/blood , Aging/psychology , Alzheimer Disease/blood , Alzheimer Disease/complications , Alzheimer Disease/diagnostic imaging , Amyloid beta-Peptides/metabolism , Aniline Compounds , Biomarkers/blood , Brain/diagnostic imaging , Carbon Radioisotopes , Cognition Disorders/blood , Cognition Disorders/complications , Cognition Disorders/diagnostic imaging , Cross-Sectional Studies , Heterozygote , Homozygote , Humans , Risk Factors , Thiazoles
17.
Neurology ; 74(6): 487-93, 2010 Feb 09.
Article in English | MEDLINE | ID: mdl-20142615

ABSTRACT

BACKGROUND: The in vivo diagnosis of cerebral amyloid angiopathy (CAA) is inferred from clinical and structural imaging features. (11)C-Pittsburgh compound B (PIB) is a PET ligand that binds to beta-amyloid in extracellular plaques and vessel walls. We hypothesized that patients with a clinical diagnosis of CAA-related hemorrhage (CAAH) have increased (11)C-PIB uptake and that the pattern differs from Alzheimer disease (AD). METHODOLOGY: Patients with CAAH based on established clinical criteria were studied using (11)C-PIB PET and were compared with age-matched controls and patients with AD. Distribution volume ratio (DVR) parametric maps were created using the cerebellar cortex as a reference region. RESULTS: Twelve patients with CAAH of mean age 73.9 (range 58-93) years were compared with 22 normal controls and 13 patients with AD of mean age 71.8 (59-83) and 73.8 (56-90) years, respectively. CAAH PIB median DVR binding was higher in cortical regions (1.69, interquartile range 1.44-1.97) compared with controls (1.32, 1.21-1.44, p = 0.002) but lower than AD (2.04, 1.93-2.26, p = 0.004). The occipital-global uptake ratio was lower among patients with AD than among patients with CAAH (p = 0.008), and the frontal-global uptake ratio was higher (p = 0.012). CONCLUSION: (11)C-Pittsburgh compound B (PIB) binding is moderately increased in most patients with probable cerebral amyloid angiopathy (CAA)-related intracerebral hemorrhage. The distribution may differ from that seen in Alzheimer disease. (11)C-PIB PET may assist in the in vivo diagnosis of CAA and serve as a surrogate marker for future therapeutic studies.


Subject(s)
Benzothiazoles/metabolism , Carbon Radioisotopes/metabolism , Cerebral Amyloid Angiopathy/complications , Cerebral Amyloid Angiopathy/diagnostic imaging , Hemorrhage/complications , Hemorrhage/diagnostic imaging , Aged , Aged, 80 and over , Aniline Compounds , Female , Humans , Magnetic Resonance Imaging/methods , Male , Mental Status Schedule , Middle Aged , Positron-Emission Tomography/methods , Prospective Studies , Retrospective Studies , Surveys and Questionnaires , Thiazoles
18.
Neurology ; 74(2): 121-7, 2010 Jan 12.
Article in English | MEDLINE | ID: mdl-20065247

ABSTRACT

OBJECTIVE: To investigate whether global and regional beta-amyloid (Abeta) burden as measured with 11C Pittsburgh compound B (PIB) PET is associated with hippocampal atrophy characterized using MRI in healthy controls and patients with amnestic mild cognitive impairment (aMCI) or Alzheimer disease (AD). METHODS: Ninety-two elderly healthy controls, 32 subjects with aMCI, and 35 patients with AD were imaged using 11C-PIB PET and MRI. Hippocampal volume was measured and PIB standardized uptake value ratio was extracted after partial volume correction within 41 regions of interest. Global, regional, and voxel-based correlations between PIB and hippocampal volume were computed for each group. RESULTS: In healthy control participants with elevated neocortex PIB retention, significant correlation was found between PIB retention in the inferior temporal region and hippocampal volume using both region-based and voxel-based approaches. No correlation was found in any other group. CONCLUSIONS: The strong correlation between hippocampal atrophy and beta-amyloid (Abeta) burden in the Pittsburgh compound B-positive healthy control group suggests that Abeta deposition in the inferior temporal neocortex is related to hippocampal synaptic and neuronal degeneration.


Subject(s)
Amyloid beta-Peptides/metabolism , Atrophy/pathology , Hippocampus/pathology , Neocortex/pathology , Plaque, Amyloid/pathology , Temporal Lobe/pathology , Age Factors , Aged , Aged, 80 and over , Aging/metabolism , Aging/pathology , Algorithms , Aniline Compounds , Atrophy/diagnostic imaging , Atrophy/metabolism , Biomarkers/analysis , Biomarkers/metabolism , Brain Mapping/methods , Carbon Radioisotopes , Cohort Studies , Disease Progression , Female , Hippocampus/diagnostic imaging , Hippocampus/metabolism , Humans , Image Processing, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Male , Middle Aged , Neocortex/diagnostic imaging , Neocortex/metabolism , Nerve Degeneration/diagnostic imaging , Nerve Degeneration/metabolism , Nerve Degeneration/pathology , Plaque, Amyloid/metabolism , Positron-Emission Tomography/methods , Severity of Illness Index , Temporal Lobe/diagnostic imaging , Temporal Lobe/metabolism , Thiazoles
19.
Synapse ; 63(9): 752-63, 2009 Sep.
Article in English | MEDLINE | ID: mdl-19484724

ABSTRACT

Extensive experimental and neuropathological evidence supports the general hypothesis that decline in the basal forebrain cholinergic system contributes significantly to age-related cognitive impairment. Postmortem studies suggest reductions in neuronal nicotinic acetylcholine receptors (nAChRs, particularly the alpha(4)beta(2) subtype) with aging. This study aimed to determine the distribution of alpha(4)beta(2)-subtype nAChRs in vivo by 2-FA PET in healthy subjects (aged 21-83) and to establish whether there is an age-related decline in nAChRs. Furthermore, the relationship between PET measures of 2-FA binding and neurobehavioral measures of cognitive function was investigated. All participants were nonsmokers and underwent extensive cognitive testing and a PET scan after injection of 2-FA (200 MBq). Brain regional 2-FA binding was assessed through a simplified estimation of distribution volume (DV(S)). As expected, increasing age was associated with poorer cognitive performance, particularly on tasks assessing episodic memory and attentional processes. No significant age-related differences in regional nAChR DV(S) were found. Furthermore, no significant correlations were found between cognitive measures and nAChR DV(S). These results are consistent with recent studies suggesting the stability of cholinergic markers during senescence. It is plausible that changes in alpha(4)beta(2) nAChRs do occur with advancing age, but are beyond detection by the clinical 2-FA PET approach adopted here. However, this approach may be appropriate for use in pathologies considered to undergo extensive nAChR loss such as Alzheimer's disease and Parkinson's disease.


Subject(s)
Acetylcholine/metabolism , Aging/metabolism , Brain/metabolism , Cognition Disorders/metabolism , Memory Disorders/metabolism , Receptors, Nicotinic/metabolism , Adult , Aged , Aged, 80 and over , Aging/psychology , Azetidines , Binding, Competitive/drug effects , Binding, Competitive/physiology , Brain/diagnostic imaging , Brain/physiopathology , Brain Mapping , Cognition Disorders/diagnostic imaging , Cognition Disorders/physiopathology , Female , Fluorine Radioisotopes , Humans , Male , Memory Disorders/diagnostic imaging , Memory Disorders/physiopathology , Middle Aged , Neuropsychological Tests , Positron-Emission Tomography , Receptors, Nicotinic/drug effects , Young Adult
20.
J Neurol Neurosurg Psychiatry ; 80(9): 998-1001, 2009 Sep.
Article in English | MEDLINE | ID: mdl-19332421

ABSTRACT

OBJECTIVE: Brain amyloid imaging using positron emission tomography (PET) is of increasing importance in the premortem evaluation of dementias, particularly in relation to Alzheimer disease (AD). The purpose of this study was to explore the premortem diagnostic utility of (11)C-PiB PET in sporadic Creutzfeldt-Jakob disease (CJD). METHODS: Two patients, 72 and 59 years old, underwent evaluation for rapidly progressive cognitive decline, dying after illness durations of 5 and 7 months, respectively. As part of their comprehensive assessment, (18)F-FDG PET and (11)C-PiB PET studies were performed approximately 2-4 weeks prior to death, and the brain regional distributions compared with those from cohorts of healthy controls (HC) and AD patients. RESULTS: Routine investigations, including brain MRI scans, revealed changes typical of sporadic CJD, with the diagnosis confirmed at autopsy in both patients. The (18)F-FDG PET showed global hypometabolism in one patient and thalamic and frontal hypometabolism with unexpected hypermetabolism in the dentate nuclei of the cerebellum in the other. Neither patient displayed cerebral cortical (11)C-PiB PET retention above the levels observed in HC. CONCLUSIONS: No grey-matter (11)C-PiB retention was observed in two pathologically confirmed cases of typical sporadic CJD. We speculate that low PrP plaque density and small plaque size, as well as a relatively low affinity of the radioligand, explain the absence of (11)C-PiB retention. More studies to validate this hypothesis are warranted.


Subject(s)
Benzothiazoles , Creutzfeldt-Jakob Syndrome/diagnostic imaging , Aged , Aniline Compounds , Brain/pathology , Brain Chemistry/physiology , Codon/genetics , Creutzfeldt-Jakob Syndrome/metabolism , Creutzfeldt-Jakob Syndrome/pathology , Fatal Outcome , Female , Fluorodeoxyglucose F18 , Humans , Immunohistochemistry , Magnetic Resonance Imaging , Middle Aged , Positron-Emission Tomography , Radiopharmaceuticals , Thiazoles
SELECTION OF CITATIONS
SEARCH DETAIL
...