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1.
Alzheimers Dement ; 20(4): 2397-2407, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38298155

ABSTRACT

INTRODUCTION: Evidence suggests microglial activation precedes regional tau and neurodegeneration in Alzheimer's disease (AD). We characterized microglia with translocator protein (TSPO) positron emission tomography (PET) within an AD progression model where global amyloid beta (Aß) precedes local tau and neurodegeneration, resulting in cognitive impairment. METHODS: Florbetaben, PBR28, and MK-6240 PET, T1 magnetic resonance imaging, and cognitive measures were performed in 19 cognitively unimpaired older adults and 22 patients with mild cognitive impairment or mild AD to examine associations among microglia activation, Aß, tau, and cognition, adjusting for neurodegeneration. Mediation analyses evaluated the possible role of microglial activation along the AD progression model. RESULTS: Higher PBR28 uptake was associated with higher Aß, higher tau, and lower MMSE score, independent of neurodegeneration. PBR28 mediated associations between tau in early and middle Braak stages, between tau and neurodegeneration, and between neurodegeneration and cognition. DISCUSSION: Microglia are associated with AD pathology and cognition and may mediate relationships between subsequent steps in AD progression.


Subject(s)
Alzheimer Disease , Cognitive Dysfunction , Humans , Aged , Alzheimer Disease/pathology , Amyloid beta-Peptides/metabolism , Microglia/metabolism , tau Proteins/metabolism , Positron-Emission Tomography/methods , Cognitive Dysfunction/metabolism , Disease Progression , Receptors, GABA/metabolism
2.
Alzheimers Dement ; 18(2): 272-282, 2022 02.
Article in English | MEDLINE | ID: mdl-34057284

ABSTRACT

INTRODUCTION: Positron emission tomography (PET) imaging for neurofibrillary tau allows investigation of the in vivo spatiotemporal progression of Alzheimer's disease (AD) pathology. We evaluated the suitability of 18 F-MK-6240 in a clinical sample and determined the relationships among 18 F-MK-6240 binding, age, cognition, and cerebrospinal fluid (CSF)-based AD biomarkers. METHODS: Participants (n = 101, 72 ± 9 years, 52% women) underwent amyloid PET, tau PET, structural T1-weighted magnetic resonance imaging, and neuropsychological evaluation. Twenty-one participants had lumbar puncture for CSF measurement of amyloid beta (Aß)42 , tau, and phosphorylated tau (p-tau). RESULTS: 18 F-MK-6240 recapitulated Braak staging and correlated with CSF tau and p-tau, normalized to Aß42 . 18 F-MK-6240 negatively correlated with age across Braak regions in amyloid-positive participants, consistent with greater tau pathology in earlier onset AD. Domain-specific, regional patterns of 18 F-MK-6240 binding were associated with reduced memory, executive, and language performance, but only in amyloid-positive participants. DISCUSSION: 18 F-MK-6240 can approximate Braak staging across the AD continuum and provide region-dependent insights into biomarker-based AD models.


Subject(s)
Alzheimer Disease , Cognitive Dysfunction , Aged , Aged, 80 and over , Alzheimer Disease/pathology , Amyloid beta-Peptides/metabolism , Biomarkers , Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/metabolism , Female , Humans , Isoquinolines/metabolism , Male , Middle Aged , Positron-Emission Tomography/methods , tau Proteins/cerebrospinal fluid
3.
Nat Commun ; 12(1): 5659, 2021 09 27.
Article in English | MEDLINE | ID: mdl-34580300

ABSTRACT

Early Alzheimer's disease (AD) pathology can be found in cortical biopsies taken during shunt placement for Normal Pressure Hydrocephalus. This represents an opportunity to study early AD pathology in living patients. Here we report RNA-seq data on 106 cortical biopsies from this patient population. A restricted set of genes correlate with AD pathology in these biopsies, and co-expression network analysis demonstrates an evolution from microglial homeostasis to a disease-associated microglial phenotype in conjunction with increasing AD pathologic burden, along with a subset of additional astrocytic and neuronal genes that accompany these changes. Further analysis demonstrates that these correlations are driven by patients that report mild cognitive symptoms, despite similar levels of biopsy ß-amyloid and tau pathology in comparison to patients who report no cognitive symptoms. Taken together, these findings highlight a restricted set of microglial and non-microglial genes that correlate with early AD pathology in the setting of subjective cognitive decline.


Subject(s)
Alzheimer Disease/complications , Cerebral Cortex/pathology , Cognitive Dysfunction/immunology , Gene Regulatory Networks/immunology , Hydrocephalus, Normal Pressure/immunology , Age of Onset , Aged , Aged, 80 and over , Alzheimer Disease/genetics , Alzheimer Disease/immunology , Alzheimer Disease/pathology , Astrocytes/immunology , Astrocytes/pathology , Biopsy , Cerebral Cortex/cytology , Cerebral Cortex/immunology , Cognitive Dysfunction/diagnosis , Cognitive Dysfunction/genetics , Cognitive Dysfunction/pathology , Female , Humans , Hydrocephalus, Normal Pressure/genetics , Hydrocephalus, Normal Pressure/pathology , Hydrocephalus, Normal Pressure/surgery , Male , Microglia/immunology , Microglia/pathology , Neuropsychological Tests , RNA-Seq , Retrospective Studies
4.
Neurobiol Aging ; 103: 109-116, 2021 07.
Article in English | MEDLINE | ID: mdl-33894641

ABSTRACT

It is unclear whether women have higher brain tau pathology. The objective of this study was to examine whether women have higher tau burden than men, and whether tau differences are independent of amyloid ß (Aß) burden. We conducted a cross-sectional analysis of a multiethnic sample of 252 nondemented late middle-aged (mean age: 64.1 years) adults with tau and amyloid Positron Emission Tomography (PET) data. Tau burden was measured as global standardized uptake value ratio (SUVR) in the middle/inferior temporal gyri and medial temporal cortex with 18F-MK-6240 PET. Aß was measured as global SUVR with 18F-Florbetaben PET. Women had higher middle/inferior temporal gyri tau SUVR compared to men. However, no sex differences in the medial temporal cortex were observed. Women had higher brain Aß SUVR compared to men. Continuous Aß SUVR was positively correlated with medial temporal cortex and middle/inferior temporal gyri tau SUVR. However, there was no evidence of effect modification by Aß SUVR on sex and tau. Compared with men, women in late middle age show higher tau burden, independent of Aß.


Subject(s)
Sex Characteristics , Tauopathies/diagnosis , Temporal Lobe/metabolism , tau Proteins/metabolism , Aged , Amyloid beta-Peptides/metabolism , Biomarkers/metabolism , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Neuroimaging , Positron-Emission Tomography , Sex Factors , Tauopathies/epidemiology , Temporal Lobe/diagnostic imaging
5.
J Alzheimers Dis ; 80(3): 1051-1065, 2021.
Article in English | MEDLINE | ID: mdl-33646153

ABSTRACT

BACKGROUND: Olfactory impairment is evident in Alzheimer's disease (AD); however, its precise relationships with clinical biomarker measures of tau pathology and neuroinflammation are not well understood. OBJECTIVE: To determine if odor identification performance measured with the University of Pennsylvania Smell Identification Test (UPSIT) is related to in vivo measures of tau pathology and neuroinflammation. METHODS: Cognitively normal and cognitively impaired participants were selected from an established research cohort of adults aged 50 and older who underwent neuropsychological testing, brain MRI, and amyloid PET. Fifty-four participants were administered the UPSIT. Forty-one underwent 18F-MK-6240 PET (measuring tau pathology) and fifty-three underwent 11C-PBR28 PET (measuring TSPO, present in activated microglia). Twenty-three participants had lumbar puncture to measure CSF concentrations of total tau (t-tau), phosphorylated tau (p-tau), and amyloid-ß (Aß42). RESULTS: Low UPSIT performance was associated with greater18F-MK-6240 binding in medial temporal cortex, hippocampus, middle/inferior temporal gyri, inferior parietal cortex, and posterior cingulate cortex (p < 0.05). Similar relationships were seen for 11C-PBR28. These relationships were primarily driven by amyloid-positive participants. Lower UPSIT performance was associated with greater CSF concentrations of t-tau and p-tau (p < 0.05). Amyloid status and cognitive status exhibited independent effects on UPSIT performance (p < 0.01). CONCLUSION: Olfactory identification deficits are related to extent of tau pathology and neuroinflammation, particularly in those with amyloid pathophysiology. The independent association of amyloid-positivity and cognitive impairment with odor identification suggests that low UPSIT performance may be a marker for AD pathophysiology in cognitive normal individuals, although impaired odor identification is associated with both AD and non-AD related neurodegeneration.NCT Registration Numbers: NCT03373604; NCT02831283.


Subject(s)
Alzheimer Disease/pathology , Brain/pathology , Olfaction Disorders/etiology , tau Proteins/cerebrospinal fluid , Aged , Alzheimer Disease/complications , Alzheimer Disease/metabolism , Amyloid beta-Peptides/metabolism , Biomarkers , Female , Humans , Male , Middle Aged , Olfaction Disorders/metabolism , Olfaction Disorders/pathology , Positron-Emission Tomography
6.
Alzheimers Dement (Amst) ; 13(1): e12264, 2021.
Article in English | MEDLINE | ID: mdl-35005197

ABSTRACT

INTRODUCTION: Positron emission tomography (PET) imaging targeting neurofibrillary tau tangles is increasingly used in the study of Alzheimer's disease (AD), but its utility may be limited by conventional quantitative or qualitative evaluation techniques in earlier disease states. Convolutional neural networks (CNNs) are effective in learning spatial patterns for image classification. METHODS: 18F-MK6240 (n = 320) and AV-1451 (n = 446) PET images were pooled from multiple studies. We performed iterations with differing permutations of radioligands, heuristics, and architectures. Performance was compared to a standard region of interest (ROI)-based approach on prediction of memory impairment. We visualized attention of the network to illustrate decision making. RESULTS: Overall, models had high accuracy (> 80%) with good average sensitivity and specificity (75% and 82%, respectively), and had comparable or higher accuracy to the ROI standard. Visualizations of model attention highlight known characteristics of tau radioligand binding. DISCUSSION: CNNs could improve tau PET's role in early disease and extend the utility of tau PET across generations of radioligands.

7.
J Alzheimers Dis ; 74(4): 1243-1252, 2020.
Article in English | MEDLINE | ID: mdl-32250303

ABSTRACT

BACKGROUND: Females may have a higher risk of dementia than males. It is not clear if sex differences in Alzheimer's disease (AD) neuropathology explain the higher risk of dementia in females. Sex differences in AD neuropathology might begin in middle age, decades before the sex differences in dementia are apparent. OBJECTIVE: To examine sex differences in in vivo AD neuropathology in late middle age. METHODS: We conducted a cross-sectional comparison of AD biomarkers among 266 Hispanic males and females (mean age: 64.0; 71.8% females) without dementia. Amyloid burden was measured as global standardized uptake value ratio (SUVR) with18F-Florbetaben positron emission tomography (PET). Neurodegeneration was ascertained as cortical thickness in AD signature areas using brain magnetic resonance imaging. Tau burden was measured as tau SUVR in the middle/inferior temporal gyri and medial temporal cortex with 18F-MK-6240 in 75 of the 266 participants. RESULTS: Females had higher amyloid SUVR and tau SUVR in the middle/inferior temporal gyri than males. However, females had higher cortical thickness than males and performed better in a test of verbal memory despite having higher AD neuropathology burden. CONCLUSION: Higher amyloid and tau in females compared to males in late middle-age may explain the reported higher dementia risk in elderly females compared to males. Longitudinal follow-up is necessary to examine whether higher amyloid and tau burden in late middle age is followed by increased neurodegeneration and cognitive decline in females as compared with males.


Subject(s)
Alzheimer Disease/pathology , Hispanic or Latino/statistics & numerical data , Amyloidogenic Proteins/metabolism , Biomarkers/metabolism , Brain/diagnostic imaging , Brain/metabolism , Brain/pathology , Cross-Sectional Studies , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Neuroimaging , Positron-Emission Tomography , Sex Factors , tau Proteins/metabolism
8.
Neurobiol Aging ; 85: 11-21, 2020 01.
Article in English | MEDLINE | ID: mdl-31698286

ABSTRACT

We sought to determine if upstream amyloid accumulation and downstream cognitive impairment have independent relationships with microglial activation and tau pathology. Fifty-eight older adults were stratified by amyloid and cognitive status based on 18F-florbetaben PET, history, and neuropsychological testing. Of these, 57 had 11C-PBR28 PET to measure microglial activation and 43 had 18F-MK-6240 PET to measure tau pathology. Amyloid and cognitive status were associated with increased overall binding for both 11C-PBR28 and 18F-MK-6240 (p's < 0.01). While there was no interaction between amyloid and cognitive status in their association with 11C-PBR28 binding (p = 0.6722), there was an interaction in their association with 18F-MK-6240 binding (p = 0.0115). Binding of both radioligands was greater in amyloid-positive controls than in amyloid-negative controls; however, this difference was seen in neocortical regions for 11C-PBR28 and only in medial temporal cortex for 18F-MK-6240. We conclude that, in the absence of cognitive symptoms, amyloid deposition has a greater association with microglial activation than with tau pathology.


Subject(s)
Alzheimer Disease/etiology , Amyloid/metabolism , Memory Disorders/etiology , Microglia , Aged , Aged, 80 and over , Alzheimer Disease/diagnostic imaging , Female , Humans , Male , Memory Disorders/diagnostic imaging , Middle Aged , Positron-Emission Tomography , tau Proteins/metabolism
9.
Bioinformatics ; 34(3): 367-371, 2018 02 01.
Article in English | MEDLINE | ID: mdl-29028963

ABSTRACT

Motivation: In an effort to better understand the molecular drivers of synaptic and neurophysiologic dysfunction in Alzheimer's disease (AD), we analyzed neuronal gene expression data from human AD brain tissue to identify master regulators of synaptic gene expression. Results: Master regulator analysis identifies ZCCHC17 as normally supporting the expression of a network of synaptic genes, and predicts that ZCCHC17 dysfunction in AD leads to lower expression of these genes. We demonstrate that ZCCHC17 is normally expressed in neurons and is reduced early in the course of AD pathology. We show that ZCCHC17 loss in rat neurons leads to lower expression of the majority of the predicted synaptic targets and that ZCCHC17 drives the expression of a similar gene network in humans and rats. These findings support a conserved function for ZCCHC17 between species and identify ZCCHC17 loss as an important early driver of lower synaptic gene expression in AD. Availability and implementation: Matlab and R scripts used in this paper are available at https://github.com/afteich/AD_ZCC. Contact: aft25@cumc.columbia.edu. Supplementary information: Supplementary data are available at Bioinformatics online.


Subject(s)
Alzheimer Disease/genetics , Brain/metabolism , Gene Expression Regulation , Neurons/metabolism , Nuclear Proteins/genetics , Alzheimer Disease/metabolism , Animals , Gene Expression Profiling , Male , Nuclear Proteins/metabolism , Rats , Sequence Analysis, RNA
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