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1.
Brain ; 147(6): 2158-2168, 2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38315899

ABSTRACT

Vascular dysfunction is increasingly recognized as an important contributor to the pathogenesis of Alzheimer's disease. Alterations in vascular endothelial growth factor (VEGF) pathways have been implicated as potential mechanisms. However, the specific impact of VEGF proteins in preclinical Alzheimer's disease and their relationships with other Alzheimer's disease and vascular pathologies during this critical early period remain to be elucidated. We included 317 older adults from the Harvard Aging Brain Study, a cohort of individuals who were cognitively unimpaired at baseline and followed longitudinally for up to 12 years. Baseline VEGF family protein levels (VEGFA, VEGFC, VEGFD, PGF and FLT1) were measured in fasting plasma using high-sensitivity immunoassays. Using linear mixed effects models, we examined the interactive effects of baseline plasma VEGF proteins and amyloid PET burden (Pittsburgh Compound-B) on longitudinal cognition (Preclinical Alzheimer Cognitive Composite-5). We further investigated if effects on cognition were mediated by early neocortical tau accumulation (flortaucipir PET burden in the inferior temporal cortex) or hippocampal atrophy. Lastly, we examined the impact of adjusting for baseline cardiovascular risk score or white matter hyperintensity volume. Baseline plasma VEGFA and PGF each showed a significant interaction with amyloid burden on prospective cognitive decline. Specifically, low VEGFA and high PGF were associated with greater cognitive decline in individuals with elevated amyloid, i.e. those on the Alzheimer's disease continuum. Concordantly, low VEGFA and high PGF were associated with accelerated longitudinal tau accumulation in those with elevated amyloid. Moderated mediation analyses confirmed that accelerated tau accumulation fully mediated the effects of low VEGFA and partially mediated (31%) the effects of high PGF on faster amyloid-related cognitive decline. The effects of VEGFA and PGF on tau and cognition remained significant after adjusting for cardiovascular risk score or white matter hyperintensity volume. There were concordant but non-significant associations with longitudinal hippocampal atrophy. Together, our findings implicate low VEGFA and high PGF in accelerating early neocortical tau pathology and cognitive decline in preclinical Alzheimer's disease. Additionally, our results underscore the potential of these minimally-invasive plasma biomarkers to inform the risk of Alzheimer's disease progression in the preclinical population. Importantly, VEGFA and PGF appear to capture distinct effects from vascular risks and cerebrovascular injury. This highlights their potential as new therapeutic targets, in combination with anti-amyloid and traditional vascular risk reduction therapies, to slow the trajectory of preclinical Alzheimer's disease and delay or prevent the onset of cognitive decline.


Subject(s)
Alzheimer Disease , Cognition , Vascular Endothelial Growth Factor A , tau Proteins , Humans , Alzheimer Disease/blood , Alzheimer Disease/metabolism , Alzheimer Disease/pathology , Male , Female , Vascular Endothelial Growth Factor A/blood , Vascular Endothelial Growth Factor A/metabolism , Aged , tau Proteins/metabolism , tau Proteins/blood , Longitudinal Studies , Aged, 80 and over , Cognition/physiology , Positron-Emission Tomography , Cognitive Dysfunction/metabolism , Cognitive Dysfunction/blood , Biomarkers/blood
2.
Proc Biol Sci ; 291(2016): 20232666, 2024 Feb 14.
Article in English | MEDLINE | ID: mdl-38351808

ABSTRACT

Wildlife is increasingly exposed to sublethal transient cancer risk factors, including mutagenic substances, which activates their anti-cancer defences, promotes tumourigenesis, and may negatively impact populations. Little is known about how exposure to cancer risk factors impacts the behaviour of wildlife. Here, we investigated the effects of a sublethal, short-term exposure to a carcinogen at environmentally relevant concentrations on the activity patterns of wild Girardia tigrina planaria during a two-phase experiment, consisting of a 7-day exposure to cadmium period followed by a 7-day recovery period. To comprehensively explore the effects of the exposure on activity patterns, we employed the double hierarchical generalized linear model framework which explicitly models residual intraindividual variability in addition to the mean and variance of the population. We found that exposed planaria were less active compared to unexposed individuals and were able to recover to pre-exposure activity levels albeit with a reduced variance in activity at the start of the recovery phase. Planaria showing high activity levels were less predictable with larger daily activity variations and higher residual variance. Thus, the shift in behavioural variability induced by an exposure to a cancer risk factor can be quantified using advanced tools from the field of behavioural ecology. This is required to understand how tumourous processes affect the ecology of species.


Subject(s)
Ecology , Neoplasms , Humans , Animals , Behavior, Animal , Animals, Wild , Risk Factors
3.
Alzheimers Dement ; 20(6): 3958-3971, 2024 06.
Article in English | MEDLINE | ID: mdl-38676563

ABSTRACT

INTRODUCTION: Animal research has shown that tau pathology in the locus coeruleus (LC) is associated with reduced norepinephrine signaling, lower projection density to the medial temporal lobe (MTL), atrophy, and cognitive impairment. We investigated the contribution of LC-MTL functional connectivity (FCLC-MTL) on cortical atrophy across Braak stage regions and its impact on cognition. METHODS: We analyzed functional magnetic resonance imaging and amyloid beta (Aß) positron emission tomography data from 128 cognitively normal participants, associating novelty-related FCLC-MTL with longitudinal atrophy and cognition with and without Aß moderation. RESULTS: Cross-sectionally, lower FCLC-MTL was associated with atrophy in Braak stage II regions. Longitudinally, atrophy in Braak stage 2 to 4 regions related to lower baseline FCLC-MTL at elevated levels of Aß, but not to other regions. Atrophy in Braak stage 2 regions mediated the relation between FCLC-MTL and subsequent cognitive decline. DISCUSSION: FCLC-MTL is implicated in Aß-related cortical atrophy, suggesting that LC-MTL connectivity could confer neuroprotective effects in preclinical AD. HIGHLIGHTS: Novelty-related functional magnetic resonance imaging (fMRI) LC-medial temporal lobe (MTL) connectivity links to longitudinal Aß-dependent atrophy. This relationship extended to higher Braak stage regions with increasing Aß burden. Longitudinal MTL atrophy mediated the LC-MTL connectivity-cognition relationship. Our findings mirror the animal data on MTL atrophy following NE signal dysfunction.


Subject(s)
Alzheimer Disease , Atrophy , Cognitive Dysfunction , Locus Coeruleus , Magnetic Resonance Imaging , Positron-Emission Tomography , Humans , Locus Coeruleus/diagnostic imaging , Locus Coeruleus/pathology , Male , Female , Atrophy/pathology , Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/pathology , Aged , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/pathology , Cross-Sectional Studies , Temporal Lobe/pathology , Temporal Lobe/diagnostic imaging , Amyloid beta-Peptides/metabolism , Longitudinal Studies , Neural Pathways/diagnostic imaging , Neural Pathways/pathology
4.
Alzheimers Dement ; 2024 Jul 10.
Article in English | MEDLINE | ID: mdl-38988055

ABSTRACT

INTRODUCTION: Spatial extent-based measures of how far amyloid beta (Aß) has spread throughout the neocortex may be more sensitive than traditional Aß-positron emission tomography (PET) measures of Aß level for detecting early Aß deposits in preclinical Alzheimer's disease (AD) and improve understanding of Aß's association with tau proliferation and cognitive decline. METHODS: Pittsburgh Compound-B (PIB)-PET scans from 261 cognitively unimpaired older adults from the Harvard Aging Brain Study were used to measure Aß level (LVL; neocortical PIB DVR) and spatial extent (EXT), calculated as the proportion of the neocortex that is PIB+. RESULTS: EXT enabled earlier detection of Aß deposits longitudinally confirmed to reach a traditional LVL-based threshold for Aß+ within 5 years. EXT improved prediction of cognitive decline (Preclinical Alzheimer Cognitive Composite) and tau proliferation (flortaucipir-PET) over LVL. DISCUSSION: These findings indicate EXT may be more sensitive to Aß's role in preclinical AD than level and improve targeting of individuals for AD prevention trials. HIGHLIGHTS: Aß spatial extent (EXT) was measured as the percentage of the neocortex with elevated Pittsburgh Compound-B. Aß EXT improved detection of Aß below traditional PET thresholds. Early regional Aß deposits were spatially heterogeneous. Cognition and tau were more closely tied to Aß EXT than Aß level. Neocortical tau onset aligned with reaching widespread neocortical Aß.

5.
Ann Neurol ; 92(5): 745-755, 2022 11.
Article in English | MEDLINE | ID: mdl-35880989

ABSTRACT

OBJECTIVE: Elevated vascular risk and beta-amyloid (Aß) burden have been synergistically associated with cognitive decline in preclinical Alzheimer's disease (AD), although the underlying mechanisms remain unclear. We examined whether accelerated longitudinal tau accumulation mediates the vascular risk-Aß interaction on cognitive decline. METHODS: We included 175 cognitively unimpaired older adults (age 70.5 ± 8.0 years). Baseline vascular risk was quantified using the office-based Framingham Heart Study general cardiovascular disease risk score (FHS-CVD). Baseline Aß burden was measured with Pittsburgh Compound-B positron emission tomography (PET). Tau burden was measured longitudinally (3.6 ± 1.5 years) with Flortaucipir PET, focusing on inferior temporal cortex (ITC). Cognition was assessed longitudinally (7.0 ± 2.0 years) using the Preclinical Alzheimer's Cognitive Composite. Linear mixed effects models examined the interactive effects of baseline vascular risk and Aß on longitudinal ITC tau. Additionally, moderated mediation was used to determine whether tau accumulation mediated the FHS-CVD*Aß effect on cognitive decline. RESULTS: We observed a significant interaction between elevated baseline FHS-CVD and Aß on greater ITC tau accumulation (p = 0.004), even in individuals with Aß burden below the conventional threshold for amyloid positivity. Examining individual vascular risk factors, we found elevated systolic blood pressure and body mass index showed independent interactions with Aß on longitudinal tau (both p < 0.0001). ITC tau accumulation mediated 33% of the interactive association of FHS-CVD and Aß on cognitive decline. INTERPRETATION: Vascular risks interact with subthreshold levels of Aß to promote cognitive decline, partially by accelerating early neocortical tau accumulation. Our findings support vascular risk reduction, especially treating hypertension and obesity, to attenuate Aß-related tau pathology and reduce late-life cognitive decline. ANN NEUROL 2022;92:745-755.


Subject(s)
Alzheimer Disease , Cardiovascular Diseases , Cognitive Dysfunction , Humans , Aged , Middle Aged , tau Proteins , Cognitive Dysfunction/diagnostic imaging , Amyloid beta-Peptides , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/psychology , Positron-Emission Tomography , Biomarkers
6.
Ann Neurol ; 92(3): 358-363, 2022 09.
Article in English | MEDLINE | ID: mdl-35670654

ABSTRACT

Autosomal-dominant, Dutch-type cerebral amyloid angiopathy (D-CAA) offers a unique opportunity to develop biomarkers for pre-symptomatic cerebral amyloid angiopathy (CAA). We hypothesized that neuroimaging measures of white matter injury would be present and progressive in D-CAA prior to hemorrhagic lesions or symptomatic hemorrhage. In a longitudinal cohort of D-CAA carriers and non-carriers, we observed divergence of white matter injury measures between D-CAA carriers and non-carriers prior to the appearance of cerebral microbleeds and >14 years before the average age of first symptomatic hemorrhage. These results indicate that white matter disruption measures may be valuable cross-sectional and longitudinal biomarkers of D-CAA progression. ANN NEUROL 2022;92:358-363.


Subject(s)
Cerebral Amyloid Angiopathy , White Matter , Cerebral Amyloid Angiopathy/diagnostic imaging , Cerebral Amyloid Angiopathy/pathology , Cerebral Hemorrhage/diagnostic imaging , Cerebral Hemorrhage/pathology , Cross-Sectional Studies , Hemorrhage/pathology , Humans , Magnetic Resonance Imaging , Neuroimaging , White Matter/diagnostic imaging , White Matter/pathology
7.
Mol Ecol ; 31(23): 6273-6285, 2022 12.
Article in English | MEDLINE | ID: mdl-35510763

ABSTRACT

Recent developments in telomere and cancer evolutionary ecology demonstrate a very complex relationship between the need of tissue repair and controlling the emergence of abnormally proliferating cells. The trade-off is balanced by natural and sexual selection and mediated via both intrinsic and environmental factors. Here, we explore the effects of telomere-cancer dynamics on life history traits and strategies as well as on the cumulative effects of genetic and environmental factors. We show that telomere-cancer dynamics constitute an incredibly complex and multifaceted process. From research to date, it appears that the relationship between telomere length and cancer risk is likely nonlinear with good evidence that both (too) long and (too) short telomeres can be associated with increased cancer risk. The ability and propensity of organisms to respond to the interplay of telomere dynamics and oncogenic processes, depends on the combination of its tissue environments, life history strategies, environmental challenges (i.e., extreme climatic conditions), pressure by predators and pollution, as well as its evolutionary history. Consequently, precise interpretation of telomere-cancer dynamics requires integrative and multidisciplinary approaches. Finally, incorporating information on telomere dynamics and the expression of tumour suppressor genes and oncogenes could potentially provide the synergistic overview that could lay the foundations to study telomere-cancer dynamics at ecosystem levels.


Subject(s)
Ecosystem , Neoplasms , Humans , Telomere Shortening/genetics , Neoplasms/genetics , Biological Evolution , Telomere/genetics
8.
Mol Psychiatry ; 26(12): 7813-7822, 2021 12.
Article in English | MEDLINE | ID: mdl-34588623

ABSTRACT

Noninvasive biomarkers of early neuronal injury may help identify cognitively normal individuals at risk of developing Alzheimer's disease (AD). A recent diffusion-weighted imaging (DWI) method allows assessing cortical microstructure via cortical mean diffusivity (cMD), suggested to be more sensitive than macrostructural neurodegeneration. Here, we aimed to investigate the association of cMD with amyloid-ß and tau pathology in older adults, and whether cMD predicts longitudinal cognitive decline, neurodegeneration and clinical progression. The study sample comprised n = 196 cognitively normal older adults (mean[SD] 72.5 [9.4] years; 114 women [58.2%]) from the Harvard Aging Brain Study. At baseline, all participants underwent structural MRI, DWI, 11C-Pittsburgh compound-B-PET, 18F-flortaucipir-PET imaging, and cognitive assessments. Longitudinal measures of Preclinical Alzheimer Cognitive Composite-5 were available for n = 186 individuals over 3.72 (1.96)-year follow-up. Prospective clinical follow-up was available for n = 163 individuals over 3.2 (1.7) years. Surface-based image analysis assessed vertex-wise relationships between cMD, global amyloid-ß, and entorhinal and inferior-temporal tau. Multivariable regression, mixed effects models and Cox proportional hazards regression assessed longitudinal cognition, brain structural changes and clinical progression. Tau, but not amyloid-ß, was positively associated with cMD in AD-vulnerable regions. Correcting for baseline demographics and cognition, increased cMD predicted steeper cognitive decline, which remained significant after correcting for amyloid-ß, thickness, and entorhinal tau; there was a synergistic interaction between cMD and both amyloid-ß and tau on cognitive slope. Regional cMD predicted hippocampal atrophy rate, independently from amyloid-ß, tau, and thickness. Elevated cMD predicted progression to mild cognitive impairment. Cortical microstructure is a noninvasive biomarker that independently predicts subsequent cognitive decline, neurodegeneration and clinical progression, suggesting utility in clinical trials.


Subject(s)
Alzheimer Disease , Cognitive Dysfunction , Aged , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/pathology , Amyloid beta-Peptides , Cognitive Dysfunction/diagnostic imaging , Female , Humans , Magnetic Resonance Imaging , Positron-Emission Tomography , Prospective Studies , tau Proteins
9.
Brain ; 144(1): 266-277, 2021 02 12.
Article in English | MEDLINE | ID: mdl-33578418

ABSTRACT

Multiple neuropathological processes can manifest in life as a corticobasal syndrome. We sought to relate retention of the tau-PET tracer 18F-AV-1451 and structural magnetic resonance measures of regional atrophy to clinical features in clinically diagnosed and neuropathologically confirmed cases of corticobasal syndrome and to determine whether these vary with the underlying neuropathological changes. In this observational, cross-sectional study, 11 subjects (eight female and three male, median age 72 years) with corticobasal syndrome underwent structural MRI, tau-PET with 18F-AV-1451, amyloid-PET with 11C-Pittsburgh compound B, detailed clinical examinations and neuropsychological testing. Of the 11, three had evidence of high amyloid burden consistent with Alzheimer's disease while eight did not. Neuropathological evaluations were acquired in six cases. Mixed effects general linear models were used to compare 18F-AV-1451 retention and atrophy in amyloid-negative corticobasal syndrome cases to 32 age-matched healthy control subjects and to relate cortical and subcortical 18F-AV-1451 retention and atrophy to clinical features. Subjects without amyloid, including three with pathologically confirmed corticobasal degeneration, showed greater regional 18F-AV-1451 retention and associated regional atrophy in areas commonly associated with corticobasal degeneration pathology than healthy control subjects [retention was higher compared to healthy controls (P = 0.0011), driven especially by the precentral gyrus (P = 0.011) and pallidum (P < 0.0001), and greater atrophy was seen in subjects compared to control subjects (P = 0.0004)]. Both 18F-AV-1451 retention and atrophy were greater in the clinically more affected hemisphere [on average, retention was 0.173 standardized uptake value ratio units higher on the more affected side (95% confidence interval, CI 0.11-0.24, P < 0.0001), and volume was 0.719 lower on the more affected side (95% CI 0.35-1.08, P = 0.0001)]. 18F-AV-1451 retention was greater in subcortical than in cortical regions, P < 0.0001. In contrast to these findings, subjects with amyloid-positive corticobasal syndrome, including two neuropathologically confirmed cases of Alzheimer's disease, demonstrated greater and more widespread 18F-AV-1451 retention and regional atrophy than observed in the amyloid-negative cases. There was thalamic 18F-AV-1451 retention but minimal cortical and basal ganglia uptake in a single corticobasal syndrome subject without neuropathological evidence of tau pathology, likely representing non-specific signal. Asymmetric cortical and basal ganglia 18F-AV-1451 retention consonant with the clinical manifestations characterize corticobasal syndrome due to corticobasal degeneration, whereas the cortical retention in cases associated with Alzheimer's disease is greater and more diffuse.


Subject(s)
Basal Ganglia Diseases/pathology , Cerebral Cortex/pathology , Neural Pathways/pathology , Aged , Aged, 80 and over , Basal Ganglia Diseases/diagnostic imaging , Carbolines , Cerebral Cortex/diagnostic imaging , Female , Humans , Male , Middle Aged , Neural Pathways/diagnostic imaging , Positron-Emission Tomography/methods
10.
Alzheimers Dement ; 18(4): 645-653, 2022 04.
Article in English | MEDLINE | ID: mdl-34160128

ABSTRACT

INTRODUCTION: Immune dysregulation is implicated in neurodegeneration and altered cytokine levels are seen in people with dementia. However, whether cytokine levels are predictive of cognitive decline in cognitively unimpaired (CU) elderly, especially in the setting of elevated amyloid beta (Aß), remains unclear. METHODS: We measured nine cytokines in the baseline plasma of 298 longitudinally followed CU elderly and assessed whether these measures were associated with cognitive decline, alone or synergistically with Aß. We next examined associations between cytokine levels and neuroimaging biomarkers of Aß/tau/neurodegeneration. RESULTS: Higher IL-12p70 was associated with slower cognitive decline in the setting of higher Aß (false discovery rate [FDR] = 0.0023), whereas higher IFN-γ was associated with slower cognitive decline independent of Aß (FDR = 0.013). Higher IL-12p70 was associated with less tau and neurodegeneration in participants with higher Aß. DISCUSSION: Immune dysregulation is implicated in early-stage cognitive decline, and greater IL-12/IFN-γ axis activation may be protective against cognitive decline and early-stage AD progression.


Subject(s)
Alzheimer Disease , Cognitive Dysfunction , Aged , Amyloid beta-Peptides , Biomarkers , Cognition , Cognitive Dysfunction/diagnostic imaging , Humans , Interleukin-12 , Positron-Emission Tomography , tau Proteins
11.
Neuroimage ; 231: 117845, 2021 05 01.
Article in English | MEDLINE | ID: mdl-33582276

ABSTRACT

Recent advances in automated face recognition algorithms have increased the risk that de-identified research MRI scans may be re-identifiable by matching them to identified photographs using face recognition. A variety of software exist to de-face (remove faces from) MRI, but their ability to prevent face recognition has never been measured and their image modifications can alter automated brain measurements. In this study, we compared three popular de-facing techniques and introduce our mri_reface technique designed to minimize effects on brain measurements by replacing the face with a population average, rather than removing it. For each technique, we measured 1) how well it prevented automated face recognition (i.e. effects on exceptionally-motivated individuals) and 2) how it altered brain measurements from SPM12, FreeSurfer, and FSL (i.e. effects on the average user of de-identified data). Before de-facing, 97% of scans from a sample of 157 volunteers were correctly matched to photographs using automated face recognition. After de-facing with popular software, 28-38% of scans still retained enough data for successful automated face matching. Our proposed mri_reface had similar performance with the best existing method (fsl_deface) at preventing face recognition (28-30%) and it had the smallest effects on brain measurements in more pipelines than any other, but these differences were modest.


Subject(s)
Automated Facial Recognition/methods , Biomedical Research/methods , Brain/diagnostic imaging , Image Processing, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Neuroimaging/methods , Adult , Aged , Aged, 80 and over , Algorithms , Automated Facial Recognition/trends , Brain/physiology , Female , Humans , Image Processing, Computer-Assisted/trends , Magnetic Resonance Imaging/trends , Male , Middle Aged , Neuroimaging/trends , Software/trends
12.
Ann Neurol ; 88(5): 921-932, 2020 11.
Article in English | MEDLINE | ID: mdl-32799367

ABSTRACT

OBJECTIVE: The goal of this study was to examine sex differences in tau distribution across the brain of older adults, using positron emission tomography (PET), and investigate how these differences might associate with cognitive trajectories. METHODS: Participants were 343 clinically normal individuals (women, 58%; 73.8 [8.5] years) and 55 individuals with mild cognitive impairment (MCI; women, 38%; 76.9 [7.3] years) from the Harvard Aging Brain Study and the Alzheimer's Disease Neuroimaging Initiative. We examined 18 F-Flortaucipir (FTP)-positron emission tomography (PET) signal across 41 cortical and subcortical regions of interest (ROIs). Linear regression models estimated the effect of sex on FTP-signal for each ROI after adjusting for age and cohort. We also examined interactions between sex*Aß-PET positive / negative (+ / -) and sex*apolipoprotein ε4 (APOEε4) status. Linear mixed models estimated the moderating effect of sex on the relationship between a composite of sex-differentiated tau ROIs and cognitive decline. RESULTS: Women showed significantly higher FTP-signals than men across multiple regions of the cortical mantle (p < 0.007). ß-amyloid (Aß)-moderated sex differences in tau signal were localized to medial and inferio-lateral temporal regions (p < 0.007); Aß + women exhibited greater FTP-signal than other groups. APOEε4-moderated sex differences in FTP-signal were only found in the lateral occipital lobe. Women with higher FTP-signals in composite ROI exhibited faster cognitive decline than men (p = 0.04). INTERPRETATION: Tau vulnerability in women is not just limited to the medial temporal lobe and significantly contributed to greater risk of faster cognitive decline. Interactive effects of sex and Aß were predominantly localized in the temporal lobe, however, sex differences in extra-temporal tau highlights the possibility of accelerated tau proliferation in women with the onset of clinical symptomatology. ANN NEUROL 2020;88:921-932.


Subject(s)
Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/psychology , Tauopathies/diagnostic imaging , Tauopathies/psychology , Aged , Aged, 80 and over , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/psychology , Amyloid beta-Peptides/genetics , Apolipoprotein E4/genetics , Carbolines , Disease Progression , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Neuroimaging , Occipital Lobe/diagnostic imaging , Positron-Emission Tomography , Radiopharmaceuticals , Sex Characteristics , Temporal Lobe/diagnostic imaging
13.
Cereb Cortex ; 30(3): 1974-1983, 2020 03 14.
Article in English | MEDLINE | ID: mdl-31696223

ABSTRACT

Judgments of learning (JOL) pertain to introspective metamemory processes evaluating how well information is learned. Using a functional magnetic resonance imaging (fMRI) task, we investigated the neural substrates of JOL predictions in a group of 105 cognitively unimpaired older adults from the Harvard Aging Brain Study. Associations of JOL performance and its neural correlates with amyloid-ß (Aß) and tau pathology, two proteinopathies associated with Alzheimer's disease (AD) and aging, were also examined. We found that trials judged as learned well relative to trials judged as learned less well (high JOL > low JOL) engaged the ventromedial prefrontal cortex and precuneus, among other midline regions, in addition to bilateral hippocampi. In this cohort of older adults, greater levels of entorhinal tau deposition were associated with overestimation of memory performance and with lower fMRI signal in midline regions during predicted memory success. No associations with Aß were found. The findings suggest that tau pathology in unimpaired older adults may play a role in altered metamemory processes. We discuss our findings in light of the hypothesis that JOLs are partially dependent on a process involving attempts to retrieve a correct answer from memory, as well as implications for clinical research investigating unawareness of memory performance (i.e., anosognosia) in patients with AD dementia.


Subject(s)
Aging/pathology , Alzheimer Disease/pathology , Brain/physiopathology , Judgment/physiology , Aged , Aged, 80 and over , Aging/physiology , Alzheimer Disease/physiopathology , Brain/pathology , Cognition/physiology , Female , Humans , Learning/physiology , Male , Memory/physiology , tau Proteins/metabolism
14.
J Neurosci ; 39(3): 548-556, 2019 01 16.
Article in English | MEDLINE | ID: mdl-30482786

ABSTRACT

Animal studies demonstrate that hyperactive neurons facilitate early accumulation and spread of tau and amyloid-ß proteins in the pathological cascade of Alzheimer's disease (AD). Human neuroimaging studies have linked hippocampal hyperactivity to amyloid-ß accumulation, apolipoprotein ε4 (APOE4) and clinical progression from prodromal AD to clinical dementia. The relationship between hippocampal hyperactivity and early AD molecular pathology (amyloid-ß and tau accumulation) before clinical symptoms remains to be elucidated. Here, we studied 120 clinically normal older humans (80 females/40 males) enrolled in the Harvard Aging Brain Study. We measured functional magnetic resonance imaging (fMRI) activity during successful memory encoding and amyloid-ß accumulation with PiB-positron emission tomography imaging. Additionally, we measured tau accumulation using AV1451 PET imaging in a subset of 87 participants. In this subset, we found that inferior temporal tau accumulation was associated with increased fMRI activity in the hippocampus, but showed no clear association with amyloid. Together, the findings support a hypothetical model of the evolution of preclinical AD that place hippocampal hyperactivity concurrent with spread of tau pathology to neocortical regions before clinical impairment.SIGNIFICANCE STATEMENT The circumstances under which the hippocampus becomes hyperactive in preclinical stages of Alzheimer's disease (AD) have thus far remained elusive. Recent advances in positron emission tomography (PET) tracers now enable in vivo characterization of amyloid-ß and tau accumulation. Here, we combine amyloid and tau PET with functional magnetic resonance imaging (fMRI) to examine the association between Alzheimer's disease pathology and memory-related brain activity in clinically normal older adults. We found an association between increased hippocampal activity and tau accumulation in the inferior temporal cortex. These data suggest that the pathogenesis of hippocampal hyperactivity occurs concurrent with the spread of tau pathology from the entorhinal cortex to the neocortex, before the clinical manifestations of Alzheimer's disease.


Subject(s)
Hippocampus/metabolism , Hippocampus/physiopathology , tau Proteins/metabolism , Aged , Aged, 80 and over , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/physiopathology , Amyloid beta-Peptides/metabolism , Brain Mapping , Female , Hippocampus/diagnostic imaging , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Positron-Emission Tomography , Psychomotor Performance , Temporal Lobe/diagnostic imaging , Temporal Lobe/metabolism
15.
Neuroimage ; 220: 116991, 2020 10 15.
Article in English | MEDLINE | ID: mdl-32512123

ABSTRACT

Neurofibrillary tau tangles are a hallmark pathology of Alzheimer's disease (AD) and are more closely associated with AD-related cortical atrophy and symptom severity than amyloid-beta (Aß). However, studies regarding the effect of tau on longitudinal cortical thinning, particularly in healthy aging and preclinical AD, have been limited in number due to the relatively recent introduction of in vivo PET tracers for imaging tau pathology. Here, we investigate [18F]-flortaucipir (FTP, a marker of paired helical filament tau) PET as a predictor of atrophy in healthy aging and preclinical AD. We examine longitudinal structural MRI brain imaging data, retrospectively and prospectively relative to FTP imaging, using piecewise linear mixed-effect models with time centered at each participant's FTP-PET session. Participants include 111 individuals from the Harvard Aging Brain Study who underwent at least three MRI sessions over an average of 4.46 years and one FTP-PET at the approximate midpoint of the observation period. Our primary analyses focus on inferior temporal (IT) FTP standardized uptake value ratios and longitudinal FreeSurfer defined cortical regions of interest. Relationships were also explored using other regional FTP measures (entorhinal, composite, and local), within high and low Pittsburgh compound-B (PiB) PET groups, and with longitudinal subcortical volume. Strong associations between IT FTP and cortical thinning were found, most notably in temporal, midline, and prefrontal regions, with stronger effects generally observed in the prospective as compared to retrospective time frame. Significant differences between prospective and retrospective rates of thinning were found in the inferior and middle temporal gyri, cingulate areas, as well as pars orbitalis such that higher IT FTP was associated with greater prospective rates of thinning. Within the high PiB group, significant differences between prospective and retrospective rates of thinning were similarly observed. However, no consistent pattern of tau-related change in cortical thickness within the low PiB group was discerned. These results provide support for the hypothesis that tau pathology is a driver of future atrophy as well as provide additional evidence for tau-PET as an effective AD biomarker for interventional clinical trials.


Subject(s)
Aging/pathology , Alzheimer Disease/diagnostic imaging , Brain/diagnostic imaging , Cerebral Cortex/diagnostic imaging , Cerebral Cortical Thinning/diagnostic imaging , tau Proteins/metabolism , Aged , Aging/metabolism , Alzheimer Disease/metabolism , Alzheimer Disease/pathology , Amyloid beta-Peptides/metabolism , Brain/metabolism , Brain/pathology , Cerebral Cortex/metabolism , Cerebral Cortex/pathology , Cerebral Cortical Thinning/metabolism , Cerebral Cortical Thinning/pathology , Female , Humans , Magnetic Resonance Imaging , Male , Models, Neurological , Neurofibrillary Tangles/metabolism , Neurofibrillary Tangles/pathology , Positron-Emission Tomography , Retrospective Studies
16.
Ann Neurol ; 85(2): 181-193, 2019 02.
Article in English | MEDLINE | ID: mdl-30549303

ABSTRACT

OBJECTIVES: Amyloid-beta (Aß) and tau pathologies are commonly observed among clinically normal older individuals at postmortem and can now be detected with in vivo neuroimaging. The association and interaction of these proteinopathies with prospective cognitive decline in normal aging and preclinical Alzheimer's disease (AD) remains to be fully elucidated. METHODS: One hundred thirty-seven older individuals (age = 76.3 ± 6.22 years) participating in the Harvard Aging Brain Study underwent Aß (11 C-Pittsburgh compound B) and tau (18 F-flortaucipir) positron emission tomography (PET) with prospective neuropsychological assessments following PET imaging (mean number of cognitive visits = 2.8 ± 1.1). Tau and Aß PET measures were assessed in regions of interest (ROIs) as well as vertex-wise map analyses. Cognitive change was evaluated with Memory and Executive Function composites. RESULTS: Higher levels of Aß and tau were both associated with greater memory decline, but not with change in executive function. Higher cortical Aß was associated with higher tau levels in all ROIs, independent of age, and very elevated levels of tau were observed primarily in clinically normal with elevated Aß. A significant interaction between tau and Aß was observed in both ROI and map-level analyses, such that rapid prospective memory decline was observed in participants who had high levels of both pathologies. INTERPRETATION: Our results are consistent with the supposition that both Aß and tau are necessary for memory decline in the preclinical stages of AD. These findings may be relevant for disambiguating aging and early cognitive manifestations of AD, and to inform secondary prevention trials in preclinical AD. Ann Neurol 2019;00:1-3 ANN NEUROL 2019;85:181-193.


Subject(s)
Amyloid beta-Peptides/metabolism , Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/metabolism , Memory, Episodic , tau Proteins/metabolism , Aged , Aged, 80 and over , Female , Humans , Longitudinal Studies , Male , Positron-Emission Tomography/methods
17.
Ann Neurol ; 85(2): 272-279, 2019 02.
Article in English | MEDLINE | ID: mdl-30565287

ABSTRACT

OBJECTIVE: Neuropathological studies have demonstrated that cerebrovascular disease and Alzheimer disease (AD) pathology frequently co-occur in older adults. The extent to which cerebrovascular disease influences the progression of AD pathology remains unclear. Leveraging newly available positron emission tomography (PET) imaging, we examined whether a well-validated measure of systemic vascular risk and ß-amyloid (Aß) burden have an interactive association with regional tau burden. METHODS: Vascular risk was quantified at baseline in 152 clinically normal older adults (mean age = 73.5 ± 6.1 years) with the office-based Framingham Heart Study cardiovascular disease risk algorithm (FHS-CVD). We acquired Aß (11 C-Pittsburgh compound B) and tau (18 F-flortaucipir) PET imaging on the same participants. Aß PET was performed at baseline; tau PET was acquired on average 2.98 ± 1.1 years later. Tau was measured in the entorhinal cortex (EC), an early site of tau deposition, and in the inferior temporal cortex (ITC), an early site of neocortical tau accumulation associated with AD. Linear regression models examined FHS-CVD and Aß as interactive predictors of tau deposition, adjusting for age, sex, APOE ε4 status, and the time interval between baseline and the tau PET scan. RESULTS: We observed a significant interaction between FHS-CVD and Aß burden on subsequently measured ITC tau (p < 0.001), whereby combined higher FHS-CVD and elevated Aß burden was associated with increased tau. The interaction was not significant for EC tau (p = 0.16). INTERPRETATION: Elevated vascular risk may influence tau burden when coupled with high Aß burden. These results suggest a potential link between vascular risk and tau pathology in preclinical AD. Ann Neurol 2019; 1-8 ANN NEUROL 2019;85:272-279.


Subject(s)
Amyloid beta-Peptides/metabolism , Brain/metabolism , Cardiovascular Diseases/epidemiology , tau Proteins/metabolism , Aged , Aniline Compounds , Brain/diagnostic imaging , Carbolines , Contrast Media , Entorhinal Cortex , Female , Healthy Volunteers , Humans , Linear Models , Longitudinal Studies , Male , Positron-Emission Tomography , Risk , Risk Assessment , Temporal Lobe , Thiazoles
18.
Ann Neurol ; 86(4): 616-625, 2019 10.
Article in English | MEDLINE | ID: mdl-31361916

ABSTRACT

OBJECTIVE: To determine whether amyloid imaging with the positron emission tomography (PET) agent Pittsburgh compound B (PiB) can detect vascular ß-amyloid (Aß) in the essentially pure form of cerebral amyloid angiopathy associated with the Dutch-type hereditary cerebral amyloid angiopathy (D-CAA) mutation. METHODS: PiB retention in a cortical composite of frontal, lateral, and retrosplenial regions (FLR) was measured by PiB-PET in 19 D-CAA mutation carriers (M+ ; 13 without neurologic symptoms, 6 with prior lobar intracerebral hemorrhage) and 17 mutation noncarriers (M- ). Progression of PiB retention was analyzed in a subset of 18 serially imaged individuals (10 asymptomatic M+ , 8 M- ). We also analyzed associations between PiB retention and cerebrospinal fluid (CSF) Aß concentrations in 17 M+ and 11 M- participants who underwent lumbar puncture and compared the findings to PiB-PET and CSF Aß in 37 autosomal dominant Alzheimer disease (ADAD) mutation carriers. RESULTS: D-CAA M+ showed greater age-dependent FLR PiB retention (p < 0.001) than M- , and serially imaged asymptomatic M+ demonstrated greater longitudinal increases (p = 0.004). Among M+ , greater FLR PiB retention associated with reduced CSF concentrations of Aß40 (r = -0.55, p = 0.021) but not Aß42 (r = 0.01, p = 0.991). Despite comparably low CSF Aß40 and Aß42, PiB retention was substantially less in D-CAA than ADAD (p < 0.001). INTERPRETATION: Increased PiB retention in D-CAA and correlation with reduced CSF Aß40 suggest this compound labels vascular amyloid, although to a lesser degree than amyloid deposits in ADAD. Progression in PiB signal over time suggests amyloid PET as a potential biomarker in trials of candidate agents for this untreatable cause of hemorrhagic stroke. ANN NEUROL 2019;86:616-625.


Subject(s)
Amyloid beta-Peptides/metabolism , Cerebral Amyloid Angiopathy, Familial/diagnostic imaging , Heterozygote , Adult , Alzheimer Disease/genetics , Amyloid beta-Peptides/cerebrospinal fluid , Aniline Compounds/metabolism , Brain/blood supply , Brain/diagnostic imaging , Brain/metabolism , Case-Control Studies , Cerebral Amyloid Angiopathy, Familial/cerebrospinal fluid , Cerebral Amyloid Angiopathy, Familial/genetics , Female , Functional Neuroimaging , Humans , Male , Middle Aged , Neuroimaging , Positron-Emission Tomography , Thiazoles/metabolism
19.
Cereb Cortex ; 29(8): 3445-3456, 2019 07 22.
Article in English | MEDLINE | ID: mdl-30192928

ABSTRACT

Disrupted cholinergic neurotransmission plays a central role in Alzheimer's disease, medication-induced memory impairment, and delirium. At the systems level, this suggests anticholinergic drugs may alter the activity and interplay of anatomically distributed neural networks critical for memory function. Using a network-sensitive imaging technique (functional connectivity MRI) and a double-blind, crossover design, we examined the consequences of anticholinergic drug administration on episodic memory and functional network architecture in a group of clinically normal elderly. We observed that low-dose scopolamine (0.2 mg IV) decreased episodic memory performance and selectively decreased connectivity strength in 3 of 7 cortical networks. Both memory and connectivity effects were independent of ß-amyloid burden. Drug-induced connectivity changes within the Default and Salience networks, as well as reductions in the strength of anticorrelation between these 2 networks, were sufficient to fully statistically mediate the effects of scopolamine on memory performance. These results provide experimental support for the importance of the Default and Salience networks to memory performance and suggest scopolamine-induced amnesia is underpinned by disrupted connectivity within and between these 2 networks. More broadly, these results support the potential utility of fcMRI as tool examine the systems-level pharmacology of psychoactive drugs.


Subject(s)
Brain/drug effects , Cholinergic Antagonists/pharmacology , Memory, Episodic , Memory/drug effects , Scopolamine/pharmacology , Aged , Aged, 80 and over , Amyloid beta-Peptides/metabolism , Aniline Compounds , Brain/diagnostic imaging , Brain/metabolism , Brain/physiopathology , Female , Functional Neuroimaging , Healthy Volunteers , Humans , Magnetic Resonance Imaging , Male , Neural Pathways , Positron-Emission Tomography , Thiazoles
20.
Neuroimage ; 186: 446-454, 2019 02 01.
Article in English | MEDLINE | ID: mdl-30458305

ABSTRACT

INTRODUCTION: There is a growing need in clinical research domains for direct comparability between amyloid-beta (Aß) Positron Emission Tomography (PET) measures obtained via different radiotracers and processing methodologies. Previous efforts to provide a common measurement scale fail to account for non-linearities between measurement scales that can arise from these differences. We introduce a new application of distribution mapping, based on well established statistical orthodoxy, that we call Nonlinear Distribution Mapping (NoDiM). NoDiM uses cumulative distribution functions to derive mappings between Aß-PET measurements from different tracers and processing streams that align data based on their location in their respective distributions. METHODS: Utilizing large datasets of Florbetapir (FBP) from the Alzheimer's Disease Neuroimaging Initiative (n = 349 female (%) = 53) and Pittsburgh Compound B (PiB) from the Harvard Aging Brain Study (n = 305 female (%) = 59.3) and the Australian Imaging, Biomarker & Lifestyle Flagship Study of Ageing (n = 184 female (%) = 53.3), we fit explicit mathematical models of a mixture of two normal distributions, with parameter estimates from Gaussian Mixture Models, to each tracer's empirical data. We demonstrate the accuracy of these fits, and then show the ability of NoDiM to transform FBP measurements into PiB-like units. RESULTS: A mixture of two normal distributions fit both the FBP and PiB empirical data and provides a strong basis for derivation of a transfer function. Transforming Aß-PET data with NoDiM results in FBP and PiB distributions that are closely aligned throughout their entire range, while a linear transformation does not. Additionally the NoDiM transform better matches true positive and false positive profiles across tracers. DISCUSSION: The NoDiM transformation provides a useful alternative to the linear mapping advocated in the Centiloid project, and provides improved correspondence between measurements from different tracers across the range of observed values. This improved alignment enables disparate measures to be merged on to continuous scale, and better enables the use of uniform thresholds across tracers.


Subject(s)
Aging , Alzheimer Disease/diagnostic imaging , Aniline Compounds , Brain/diagnostic imaging , Ethylene Glycols , Image Processing, Computer-Assisted/methods , Models, Theoretical , Neuroimaging/methods , Positron-Emission Tomography/methods , Radiopharmaceuticals , Thiazoles , Aged , Aged, 80 and over , Datasets as Topic , Female , Humans , Male , Middle Aged
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