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1.
Cell ; 186(20): 4404-4421.e20, 2023 09 28.
Article in English | MEDLINE | ID: mdl-37774679

ABSTRACT

Persistent DNA double-strand breaks (DSBs) in neurons are an early pathological hallmark of neurodegenerative diseases including Alzheimer's disease (AD), with the potential to disrupt genome integrity. We used single-nucleus RNA-seq in human postmortem prefrontal cortex samples and found that excitatory neurons in AD were enriched for somatic mosaic gene fusions. Gene fusions were particularly enriched in excitatory neurons with DNA damage repair and senescence gene signatures. In addition, somatic genome structural variations and gene fusions were enriched in neurons burdened with DSBs in the CK-p25 mouse model of neurodegeneration. Neurons enriched for DSBs also had elevated levels of cohesin along with progressive multiscale disruption of the 3D genome organization aligned with transcriptional changes in synaptic, neuronal development, and histone genes. Overall, this study demonstrates the disruption of genome stability and the 3D genome organization by DSBs in neurons as pathological steps in the progression of neurodegenerative diseases.


Subject(s)
DNA Breaks, Double-Stranded , Neurodegenerative Diseases , Animals , Humans , Mice , Alzheimer Disease/genetics , DNA , DNA Repair/genetics , Neurodegenerative Diseases/genetics , Neurons/physiology , Single-Cell Analysis , Sequence Analysis, RNA , Genomic Instability
2.
Cell ; 186(20): 4386-4403.e29, 2023 09 28.
Article in English | MEDLINE | ID: mdl-37774678

ABSTRACT

Altered microglial states affect neuroinflammation, neurodegeneration, and disease but remain poorly understood. Here, we report 194,000 single-nucleus microglial transcriptomes and epigenomes across 443 human subjects and diverse Alzheimer's disease (AD) pathological phenotypes. We annotate 12 microglial transcriptional states, including AD-dysregulated homeostatic, inflammatory, and lipid-processing states. We identify 1,542 AD-differentially-expressed genes, including both microglia-state-specific and disease-stage-specific alterations. By integrating epigenomic, transcriptomic, and motif information, we infer upstream regulators of microglial cell states, gene-regulatory networks, enhancer-gene links, and transcription-factor-driven microglial state transitions. We demonstrate that ectopic expression of our predicted homeostatic-state activators induces homeostatic features in human iPSC-derived microglia-like cells, while inhibiting activators of inflammation can block inflammatory progression. Lastly, we pinpoint the expression of AD-risk genes in microglial states and differential expression of AD-risk genes and their regulators during AD progression. Overall, we provide insights underlying microglial states, including state-specific and AD-stage-specific microglial alterations at unprecedented resolution.


Subject(s)
Alzheimer Disease , Microglia , Humans , Alzheimer Disease/genetics , Alzheimer Disease/pathology , Gene Expression Regulation , Inflammation/pathology , Microglia/metabolism , Transcription Factors/metabolism , Transcriptome , Epigenome
3.
Cell ; 186(20): 4422-4437.e21, 2023 09 28.
Article in English | MEDLINE | ID: mdl-37774680

ABSTRACT

Recent work has identified dozens of non-coding loci for Alzheimer's disease (AD) risk, but their mechanisms and AD transcriptional regulatory circuitry are poorly understood. Here, we profile epigenomic and transcriptomic landscapes of 850,000 nuclei from prefrontal cortexes of 92 individuals with and without AD to build a map of the brain regulome, including epigenomic profiles, transcriptional regulators, co-accessibility modules, and peak-to-gene links in a cell-type-specific manner. We develop methods for multimodal integration and detecting regulatory modules using peak-to-gene linking. We show AD risk loci are enriched in microglial enhancers and for specific TFs including SPI1, ELF2, and RUNX1. We detect 9,628 cell-type-specific ATAC-QTL loci, which we integrate alongside peak-to-gene links to prioritize AD variant regulatory circuits. We report differential accessibility of regulatory modules in late AD in glia and in early AD in neurons. Strikingly, late-stage AD brains show global epigenome dysregulation indicative of epigenome erosion and cell identity loss.


Subject(s)
Alzheimer Disease , Brain , Gene Expression Regulation , Humans , Alzheimer Disease/genetics , Alzheimer Disease/pathology , Brain/pathology , Epigenome , Epigenomics , Genome-Wide Association Study
4.
Cell ; 186(20): 4365-4385.e27, 2023 09 28.
Article in English | MEDLINE | ID: mdl-37774677

ABSTRACT

Alzheimer's disease (AD) is the most common cause of dementia worldwide, but the molecular and cellular mechanisms underlying cognitive impairment remain poorly understood. To address this, we generated a single-cell transcriptomic atlas of the aged human prefrontal cortex covering 2.3 million cells from postmortem human brain samples of 427 individuals with varying degrees of AD pathology and cognitive impairment. Our analyses identified AD-pathology-associated alterations shared between excitatory neuron subtypes, revealed a coordinated increase of the cohesin complex and DNA damage response factors in excitatory neurons and in oligodendrocytes, and uncovered genes and pathways associated with high cognitive function, dementia, and resilience to AD pathology. Furthermore, we identified selectively vulnerable somatostatin inhibitory neuron subtypes depleted in AD, discovered two distinct groups of inhibitory neurons that were more abundant in individuals with preserved high cognitive function late in life, and uncovered a link between inhibitory neurons and resilience to AD pathology.


Subject(s)
Alzheimer Disease , Brain , Aged , Humans , Alzheimer Disease/metabolism , Alzheimer Disease/pathology , Brain/metabolism , Brain/pathology , Cognition , Cognitive Dysfunction/metabolism , Neurons/metabolism
5.
Nature ; 632(8026): 858-868, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39048816

ABSTRACT

Alzheimer's disease is the leading cause of dementia worldwide, but the cellular pathways that underlie its pathological progression across brain regions remain poorly understood1-3. Here we report a single-cell transcriptomic atlas of six different brain regions in the aged human brain, covering 1.3 million cells from 283 post-mortem human brain samples across 48 individuals with and without Alzheimer's disease. We identify 76 cell types, including region-specific subtypes of astrocytes and excitatory neurons and an inhibitory interneuron population unique to the thalamus and distinct from canonical inhibitory subclasses. We identify vulnerable populations of excitatory and inhibitory neurons that are depleted in specific brain regions in Alzheimer's disease, and provide evidence that the Reelin signalling pathway is involved in modulating the vulnerability of these neurons. We develop a scalable method for discovering gene modules, which we use to identify cell-type-specific and region-specific modules that are altered in Alzheimer's disease and to annotate transcriptomic differences associated with diverse pathological variables. We identify an astrocyte program that is associated with cognitive resilience to Alzheimer's disease pathology, tying choline metabolism and polyamine biosynthesis in astrocytes to preserved cognitive function late in life. Together, our study develops a regional atlas of the ageing human brain and provides insights into cellular vulnerability, response and resilience to Alzheimer's disease pathology.


Subject(s)
Alzheimer Disease , Brain , Gene Expression Profiling , Single-Cell Analysis , Aged, 80 and over , Animals , Female , Humans , Male , Mice , Aging/metabolism , Aging/pathology , Alzheimer Disease/pathology , Alzheimer Disease/genetics , Alzheimer Disease/metabolism , Astrocytes/classification , Astrocytes/cytology , Astrocytes/metabolism , Astrocytes/pathology , Autopsy , Brain/anatomy & histology , Brain/cytology , Brain/metabolism , Brain/pathology , Case-Control Studies , Choline/metabolism , Cognition/physiology , Gene Regulatory Networks , Interneurons/classification , Interneurons/cytology , Interneurons/metabolism , Interneurons/pathology , Nerve Tissue Proteins/metabolism , Nerve Tissue Proteins/genetics , Neural Inhibition , Neurons/classification , Neurons/cytology , Neurons/metabolism , Neurons/pathology , Polyamines/metabolism , Reelin Protein , Signal Transduction , Thalamus/cytology , Thalamus/metabolism , Thalamus/pathology , Transcriptome
6.
Nature ; 633(8030): 634-645, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39198642

ABSTRACT

Alzheimer's disease (AD) has recently been associated with diverse cell states1-11, yet when and how these states affect the onset of AD remains unclear. Here we used a data-driven approach to reconstruct the dynamics of the brain's cellular environment and identified a trajectory leading to AD that is distinct from other ageing-related effects. First, we built a comprehensive cell atlas of the aged prefrontal cortex from 1.65 million single-nucleus RNA-sequencing profiles sampled from 437 older individuals, and identified specific glial and neuronal subpopulations associated with AD-related traits. Causal modelling then prioritized two distinct lipid-associated microglial subpopulations-one drives amyloid-ß proteinopathy while the other mediates the effect of amyloid-ß on tau proteinopathy-as well as an astrocyte subpopulation that mediates the effect of tau on cognitive decline. To model the dynamics of cellular environments, we devised the BEYOND methodology, which identified two distinct trajectories of brain ageing, each defined by coordinated progressive changes in certain cellular communities that lead to (1) AD dementia or (2) alternative brain ageing. Thus, we provide a cellular foundation for a new perspective on AD pathophysiology that informs personalized therapeutic development, targeting different cellular communities for individuals on the path to AD or to alternative brain ageing.


Subject(s)
Aging , Alzheimer Disease , Cell Biology , Prefrontal Cortex , Aged , Aged, 80 and over , Animals , Female , Humans , Male , Aging/genetics , Aging/metabolism , Aging/pathology , Alzheimer Disease/genetics , Alzheimer Disease/metabolism , Alzheimer Disease/pathology , Amyloid beta-Peptides/metabolism , Astrocytes/pathology , Astrocytes/metabolism , Cognitive Dysfunction/genetics , Cognitive Dysfunction/metabolism , Cognitive Dysfunction/pathology , Microglia/pathology , Microglia/metabolism , Neurons/pathology , Neurons/metabolism , Prefrontal Cortex/pathology , Prefrontal Cortex/cytology , Prefrontal Cortex/metabolism , Single-Cell Gene Expression Analysis , tau Proteins/metabolism , Tauopathies/genetics , Tauopathies/metabolism , Tauopathies/pathology , Atlases as Topic
7.
Cell ; 152(3): 642-54, 2013 Jan 31.
Article in English | MEDLINE | ID: mdl-23333102

ABSTRACT

Differences in chromatin organization are key to the multiplicity of cell states that arise from a single genetic background, yet the landscapes of in vivo tissues remain largely uncharted. Here, we mapped chromatin genome-wide in a large and diverse collection of human tissues and stem cells. The maps yield unprecedented annotations of functional genomic elements and their regulation across developmental stages, lineages, and cellular environments. They also reveal global features of the epigenome, related to nuclear architecture, that also vary across cellular phenotypes. Specifically, developmental specification is accompanied by progressive chromatin restriction as the default state transitions from dynamic remodeling to generalized compaction. Exposure to serum in vitro triggers a distinct transition that involves de novo establishment of domains with features of constitutive heterochromatin. We describe how these global chromatin state transitions relate to chromosome and nuclear architecture, and discuss their implications for lineage fidelity, cellular senescence, and reprogramming.


Subject(s)
Chromatin Assembly and Disassembly , Chromatin/metabolism , Epigenesis, Genetic , Gene-Environment Interaction , Genome-Wide Association Study , Cell Nucleus , Cellular Senescence , Embryonic Stem Cells/metabolism , Gene Expression Regulation , Humans , Induced Pluripotent Stem Cells/metabolism , Organ Specificity
8.
Cell ; 153(3): 707-20, 2013 Apr 25.
Article in English | MEDLINE | ID: mdl-23622250

ABSTRACT

The genetics of complex disease produce alterations in the molecular interactions of cellular pathways whose collective effect may become clear through the organized structure of molecular networks. To characterize molecular systems associated with late-onset Alzheimer's disease (LOAD), we constructed gene-regulatory networks in 1,647 postmortem brain tissues from LOAD patients and nondemented subjects, and we demonstrate that LOAD reconfigures specific portions of the molecular interaction structure. Through an integrative network-based approach, we rank-ordered these network structures for relevance to LOAD pathology, highlighting an immune- and microglia-specific module that is dominated by genes involved in pathogen phagocytosis, contains TYROBP as a key regulator, and is upregulated in LOAD. Mouse microglia cells overexpressing intact or truncated TYROBP revealed expression changes that significantly overlapped the human brain TYROBP network. Thus the causal network structure is a useful predictor of response to gene perturbations and presents a framework to test models of disease mechanisms underlying LOAD.


Subject(s)
Alzheimer Disease/genetics , Brain/metabolism , Gene Regulatory Networks , Adaptor Proteins, Signal Transducing/metabolism , Alzheimer Disease/metabolism , Animals , Bayes Theorem , Brain/pathology , Humans , Membrane Proteins/metabolism , Mice , Microglia/metabolism
9.
Nature ; 603(7903): 893-899, 2022 03.
Article in English | MEDLINE | ID: mdl-35158371

ABSTRACT

Despite the importance of the cerebrovasculature in maintaining normal brain physiology and in understanding neurodegeneration and drug delivery to the central nervous system1, human cerebrovascular cells remain poorly characterized owing to their sparsity and dispersion. Here we perform single-cell characterization of the human cerebrovasculature using both ex vivo fresh tissue experimental enrichment and post mortem in silico sorting of human cortical tissue samples. We capture 16,681 cerebrovascular nuclei across 11 subtypes, including endothelial cells, mural cells and three distinct subtypes of perivascular fibroblast along the vasculature. We uncover human-specific expression patterns along the arteriovenous axis and determine previously uncharacterized cell-type-specific markers. We use these human-specific signatures to study changes in 3,945 cerebrovascular cells from patients with Huntington's disease, which reveal activation of innate immune signalling in vascular and glial cell types and a concomitant reduction in the levels of proteins critical for maintenance of blood-brain barrier integrity. Finally, our study provides a comprehensive molecular atlas of the human cerebrovasculature to guide future biological and therapeutic studies.


Subject(s)
Endothelial Cells , Huntington Disease , Blood-Brain Barrier/metabolism , Brain/metabolism , Endothelial Cells/metabolism , Humans , Huntington Disease/metabolism , Immune System , Neuroglia , Proteins/metabolism
10.
Nature ; 611(7937): 769-779, 2022 11.
Article in English | MEDLINE | ID: mdl-36385529

ABSTRACT

APOE4 is the strongest genetic risk factor for Alzheimer's disease1-3. However, the effects of APOE4 on the human brain are not fully understood, limiting opportunities to develop targeted therapeutics for individuals carrying APOE4 and other risk factors for Alzheimer's disease4-8. Here, to gain more comprehensive insights into the impact of APOE4 on the human brain, we performed single-cell transcriptomics profiling of post-mortem human brains from APOE4 carriers compared with non-carriers. This revealed that APOE4 is associated with widespread gene expression changes across all cell types of the human brain. Consistent with the biological function of APOE2-6, APOE4 significantly altered signalling pathways associated with cholesterol homeostasis and transport. Confirming these findings with histological and lipidomic analysis of the post-mortem human brain, induced pluripotent stem-cell-derived cells and targeted-replacement mice, we show that cholesterol is aberrantly deposited in oligodendrocytes-myelinating cells that are responsible for insulating and promoting the electrical activity of neurons. We show that altered cholesterol localization in the APOE4 brain coincides with reduced myelination. Pharmacologically facilitating cholesterol transport increases axonal myelination and improves learning and memory in APOE4 mice. We provide a single-cell atlas describing the transcriptional effects of APOE4 on the aging human brain and establish a functional link between APOE4, cholesterol, myelination and memory, offering therapeutic opportunities for Alzheimer's disease.


Subject(s)
Apolipoprotein E4 , Brain , Cholesterol , Nerve Fibers, Myelinated , Oligodendroglia , Animals , Humans , Mice , Alzheimer Disease/genetics , Alzheimer Disease/metabolism , Alzheimer Disease/pathology , Apolipoprotein E4/genetics , Apolipoprotein E4/metabolism , Brain/metabolism , Brain/pathology , Cholesterol/metabolism , Oligodendroglia/metabolism , Oligodendroglia/pathology , Nerve Fibers, Myelinated/metabolism , Nerve Fibers, Myelinated/pathology , Autopsy , Induced Pluripotent Stem Cells , Neurons/metabolism , Neurons/pathology , Heterozygote , Biological Transport , Homeostasis , Single-Cell Analysis , Memory , Aging/genetics , Gene Expression Profiling , Myelin Sheath/metabolism , Myelin Sheath/pathology
11.
Nature ; 611(7934): 115-123, 2022 11.
Article in English | MEDLINE | ID: mdl-36180795

ABSTRACT

Previous genome-wide association studies (GWASs) of stroke - the second leading cause of death worldwide - were conducted predominantly in populations of European ancestry1,2. Here, in cross-ancestry GWAS meta-analyses of 110,182 patients who have had a stroke (five ancestries, 33% non-European) and 1,503,898 control individuals, we identify association signals for stroke and its subtypes at 89 (61 new) independent loci: 60 in primary inverse-variance-weighted analyses and 29 in secondary meta-regression and multitrait analyses. On the basis of internal cross-ancestry validation and an independent follow-up in 89,084 additional cases of stroke (30% non-European) and 1,013,843 control individuals, 87% of the primary stroke risk loci and 60% of the secondary stroke risk loci were replicated (P < 0.05). Effect sizes were highly correlated across ancestries. Cross-ancestry fine-mapping, in silico mutagenesis analysis3, and transcriptome-wide and proteome-wide association analyses revealed putative causal genes (such as SH3PXD2A and FURIN) and variants (such as at GRK5 and NOS3). Using a three-pronged approach4, we provide genetic evidence for putative drug effects, highlighting F11, KLKB1, PROC, GP1BA, LAMC2 and VCAM1 as possible targets, with drugs already under investigation for stroke for F11 and PROC. A polygenic score integrating cross-ancestry and ancestry-specific stroke GWASs with vascular-risk factor GWASs (integrative polygenic scores) strongly predicted ischaemic stroke in populations of European, East Asian and African ancestry5. Stroke genetic risk scores were predictive of ischaemic stroke independent of clinical risk factors in 52,600 clinical-trial participants with cardiometabolic disease. Our results provide insights to inform biology, reveal potential drug targets and derive genetic risk prediction tools across ancestries.


Subject(s)
Drug Discovery , Genetic Predisposition to Disease , Ischemic Stroke , Humans , Brain Ischemia/genetics , Genetic Predisposition to Disease/genetics , Genome-Wide Association Study , Ischemic Stroke/genetics , Molecular Targeted Therapy , Multifactorial Inheritance , Europe/ethnology , Asia, Eastern/ethnology , Africa/ethnology
12.
Am J Hum Genet ; 111(9): 1848-1863, 2024 Sep 05.
Article in English | MEDLINE | ID: mdl-39079537

ABSTRACT

Transcriptome-wide association study (TWAS) tools have been applied to conduct proteome-wide association studies (PWASs) by integrating proteomics data with genome-wide association study (GWAS) summary data. The genetic effects of PWAS-identified significant genes are potentially mediated through genetically regulated protein abundance, thus informing the underlying disease mechanisms better than GWAS loci. However, existing TWAS/PWAS tools are limited by considering only one statistical model. We propose an omnibus PWAS pipeline to account for multiple statistical models and demonstrate improved performance by simulation and application studies of Alzheimer disease (AD) dementia. We employ the Aggregated Cauchy Association Test to derive omnibus PWAS (PWAS-O) p values from PWAS p values obtained by three existing tools assuming complementary statistical models-TIGAR, PrediXcan, and FUSION. Our simulation studies demonstrated improved power, with well-calibrated type I error, for PWAS-O over all three individual tools. We applied PWAS-O to studying AD dementia with reference proteomic data profiled from dorsolateral prefrontal cortex of postmortem brains from individuals of European ancestry. We identified 43 risk genes, including 5 not identified by previous studies, which are interconnected through a protein-protein interaction network that includes the well-known AD risk genes TOMM40, APOC1, and APOC2. We also validated causal genetic effects mediated through the proteome for 27 (63%) PWAS-O risk genes, providing insights into the underlying biological mechanisms of AD dementia and highlighting promising targets for therapeutic development. PWAS-O can be easily applied to studying other complex diseases.


Subject(s)
Alzheimer Disease , Genetic Predisposition to Disease , Genome-Wide Association Study , Proteome , Alzheimer Disease/genetics , Alzheimer Disease/metabolism , Humans , Proteome/genetics , Proteome/metabolism , Proteomics/methods , Apolipoprotein C-I/genetics , Apolipoprotein C-I/metabolism , Polymorphism, Single Nucleotide , Risk Factors , Transcriptome , Mitochondrial Precursor Protein Import Complex Proteins
13.
PLoS Biol ; 22(8): e3002723, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39172952

ABSTRACT

The transfer of mitochondrial DNA into the nuclear genomes of eukaryotes (Numts) has been linked to lifespan in nonhuman species and recently demonstrated to occur in rare instances from one human generation to the next. Here, we investigated numtogenesis dynamics in humans in 2 ways. First, we quantified Numts in 1,187 postmortem brain and blood samples from different individuals. Compared to circulating immune cells (n = 389), postmitotic brain tissue (n = 798) contained more Numts, consistent with their potential somatic accumulation. Within brain samples, we observed a 5.5-fold enrichment of somatic Numt insertions in the dorsolateral prefrontal cortex (DLPFC) compared to cerebellum samples, suggesting that brain Numts arose spontaneously during development or across the lifespan. Moreover, an increase in the number of brain Numts was linked to earlier mortality. The brains of individuals with no cognitive impairment (NCI) who died at younger ages carried approximately 2 more Numts per decade of life lost than those who lived longer. Second, we tested the dynamic transfer of Numts using a repeated-measures whole-genome sequencing design in a human fibroblast model that recapitulates several molecular hallmarks of aging. These longitudinal experiments revealed a gradual accumulation of 1 Numt every ~13 days. Numtogenesis was independent of large-scale genomic instability and unlikely driven by cell clonality. Targeted pharmacological perturbations including chronic glucocorticoid signaling or impairing mitochondrial oxidative phosphorylation (OxPhos) only modestly increased the rate of numtogenesis, whereas patient-derived SURF1-mutant cells exhibiting mtDNA instability accumulated Numts 4.7-fold faster than healthy donors. Combined, our data document spontaneous numtogenesis in human cells and demonstrate an association between brain cortical somatic Numts and human lifespan. These findings open the possibility that mito-nuclear horizontal gene transfer among human postmitotic tissues produces functionally relevant human Numts over timescales shorter than previously assumed.


Subject(s)
Brain , DNA, Mitochondrial , Fibroblasts , Humans , DNA, Mitochondrial/genetics , Fibroblasts/metabolism , Brain/metabolism , Male , Female , Cell Nucleus/metabolism , Middle Aged , Adult , Aged , Longevity/genetics , Aging/physiology , Aging/genetics
14.
Proc Natl Acad Sci U S A ; 121(27): e2317673121, 2024 Jul 02.
Article in English | MEDLINE | ID: mdl-38889126

ABSTRACT

Psychosocial experiences affect brain health and aging trajectories, but the molecular pathways underlying these associations remain unclear. Normal brain function relies on energy transformation by mitochondria oxidative phosphorylation (OxPhos). Two main lines of evidence position mitochondria both as targets and drivers of psychosocial experiences. On the one hand, chronic stress exposure and mood states may alter multiple aspects of mitochondrial biology; on the other hand, functional variations in mitochondrial OxPhos capacity may alter social behavior, stress reactivity, and mood. But are psychosocial exposures and subjective experiences linked to mitochondrial biology in the human brain? By combining longitudinal antemortem assessments of psychosocial factors with postmortem brain (dorsolateral prefrontal cortex) proteomics in older adults, we find that higher well-being is linked to greater abundance of the mitochondrial OxPhos machinery, whereas higher negative mood is linked to lower OxPhos protein content. Combined, positive and negative psychosocial factors explained 18 to 25% of the variance in the abundance of OxPhos complex I, the primary biochemical entry point that energizes brain mitochondria. Moreover, interrogating mitochondrial psychobiological associations in specific neuronal and nonneuronal brain cells with single-nucleus RNA sequencing (RNA-seq) revealed strong cell-type-specific associations for positive psychosocial experiences and mitochondria in glia but opposite associations in neurons. As a result, these "mind-mitochondria" associations were masked in bulk RNA-seq, highlighting the likely underestimation of true psychobiological effect sizes in bulk brain tissues. Thus, self-reported psychosocial experiences are linked to human brain mitochondrial phenotypes.


Subject(s)
Brain , Mitochondria , Oxidative Phosphorylation , Humans , Mitochondria/metabolism , Male , Female , Brain/metabolism , Aged , Stress, Psychological/metabolism , Middle Aged , Prefrontal Cortex/metabolism , Neurons/metabolism , Proteomics/methods , Affect/physiology
15.
Hum Mol Genet ; 33(15): 1315-1327, 2024 Jul 22.
Article in English | MEDLINE | ID: mdl-38679805

ABSTRACT

Late-Onset Alzheimer's Disease (LOAD) is a heterogeneous neurodegenerative disorder with complex etiology and high heritability. Its multifactorial risk profile and large portions of unexplained heritability suggest the involvement of yet unidentified genetic risk factors. Here we describe the "whole person" genetic risk landscape of polygenic risk scores for 2218 traits in 2044 elderly individuals and test if novel eigen-PRSs derived from clustered subnetworks of single-trait PRSs can improve the prediction of LOAD diagnosis, rates of cognitive decline, and canonical LOAD neuropathology. Network analyses revealed distinct clusters of PRSs with clinical and biological interpretability. Novel eigen-PRSs (ePRS) from these clusters significantly improved LOAD-related phenotypes prediction over current state-of-the-art LOAD PRS models. Notably, an ePRS representing clusters of traits related to cholesterol levels was able to improve variance explained in a model of the brain-wide beta-amyloid burden by 1.7% (likelihood ratio test P = 9.02 × 10-7). All associations of ePRS with LOAD phenotypes were eliminated by the removal of APOE-proximal loci. However, our association analysis identified modules characterized by PRSs of high cholesterol and LOAD. We believe this is due to the influence of the APOE region from both PRSs. We found significantly higher mean SNP effects for LOAD in the intersecting APOE region SNPs. Combining genetic risk factors for vascular traits and dementia could improve current single-trait PRS models of LOAD, enhancing the use of PRS in risk stratification. Our results are catalogued for the scientific community, to aid in generating new hypotheses based on our maps of clustered PRSs and associations with LOAD-related phenotypes.


Subject(s)
Alzheimer Disease , Genetic Risk Score , Aged , Aged, 80 and over , Female , Humans , Male , Alzheimer Disease/genetics , Alzheimer Disease/pathology , Amyloid beta-Peptides/metabolism , Amyloid beta-Peptides/genetics , Apolipoproteins E/genetics , Cognitive Dysfunction/genetics , Genome-Wide Association Study , Phenotype , Polymorphism, Single Nucleotide
16.
Hum Mol Genet ; 2024 Aug 16.
Article in English | MEDLINE | ID: mdl-39146503

ABSTRACT

CD2-Associated protein (CD2AP) is a candidate susceptibility gene for Alzheimer's disease, but its role in the mammalian central nervous system remains largely unknown. We show that CD2AP protein is broadly expressed in the adult mouse brain, including within cortical and hippocampal neurons, where it is detected at pre-synaptic terminals. Deletion of Cd2ap altered dendritic branching and spine density, and impaired ubiquitin-proteasome system activity. Moreover, in mice harboring either one or two copies of a germline Cd2ap null allele, we noted increased paired-pulse facilitation at hippocampal Schaffer-collateral synapses, consistent with a haploinsufficient requirement for pre-synaptic release. Whereas conditional Cd2ap knockout in the brain revealed no gross behavioral deficits in either 3.5- or 12-month-old mice, Cd2ap heterozygous mice demonstrated subtle impairments in discrimination learning using a touchscreen task. Based on unbiased proteomics, partial or complete loss of Cd2ap triggered perturbation of proteins with roles in protein folding, lipid metabolism, proteostasis, and synaptic function. Overall, our results reveal conserved, dose-sensitive requirements for CD2AP in the maintenance of neuronal structure and function, including synaptic homeostasis and plasticity, and inform our understanding of possible cell-type specific mechanisms in Alzheimer's Disease.

17.
J Neurosci ; 44(3)2024 Jan 17.
Article in English | MEDLINE | ID: mdl-38050142

ABSTRACT

ZCCHC17 is a putative master regulator of synaptic gene dysfunction in Alzheimer's disease (AD), and ZCCHC17 protein declines early in AD brain tissue, before significant gliosis or neuronal loss. Here, we investigate the function of ZCCHC17 and its role in AD pathogenesis using data from human autopsy tissue (consisting of males and females) and female human cell lines. Co-immunoprecipitation (co-IP) of ZCCHC17 followed by mass spectrometry analysis in human iPSC-derived neurons reveals that ZCCHC17's binding partners are enriched for RNA-splicing proteins. ZCCHC17 knockdown results in widespread RNA-splicing changes that significantly overlap with splicing changes found in AD brain tissue, with synaptic genes commonly affected. ZCCHC17 expression correlates with cognitive resilience in AD patients, and we uncover an APOE4-dependent negative correlation of ZCCHC17 expression with tangle burden. Furthermore, a majority of ZCCHC17 interactors also co-IP with known tau interactors, and we find a significant overlap between alternatively spliced genes in ZCCHC17 knockdown and tau overexpression neurons. These results demonstrate ZCCHC17's role in neuronal RNA processing and its interaction with pathology and cognitive resilience in AD, and suggest that the maintenance of ZCCHC17 function may be a therapeutic strategy for preserving cognitive function in the setting of AD pathology.


Subject(s)
Alzheimer Disease , Resilience, Psychological , Female , Humans , Male , Alzheimer Disease/metabolism , Cognition , Neurons/metabolism , RNA , RNA Splicing/genetics , tau Proteins/metabolism
18.
Ann Neurol ; 95(4): 653-664, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38407546

ABSTRACT

OBJECTIVE: While studies suggested that locus coeruleus (LC) neurodegeneration contributes to sleep-wake dysregulation in Alzheimer's disease (AD), the association between LC integrity and circadian rest-activity patterns remains unknown. Here, we investigated the relationships between 24-hour rest-activity rhythms, cognitive trajectories, and autopsy-derived LC integrity in older adults with and without cortical AD neuropathology. METHODS: This retrospective study leveraged multi-modal data from participants of the longitudinal clinical-pathological Rush Memory and Aging Project. Indices of 24-hour rest-activity rhythm fragmentation (intradaily variability) and stability (interdaily stability) were extracted from annual actigraphic recordings, and cognitive trajectories were computed from annual cognitive evaluations. At autopsy, LC neurodegeneration was determined by the presence of hypopigmentation, and cortical AD neuropathology was assessed. Contributions of comorbid pathologies (Lewy bodies, cerebrovascular pathology) were evaluated. RESULTS: Among the 388 cases included in the study sample (age at death = 92.1 ± 5.9 years; 273 women), 98 (25.3%) displayed LC hypopigmentation, and 251 (64.7%) exhibited cortical AD neuropathology. Logistic regression models showed that higher rest-activity rhythm fragmentation, measured up to ~7.1 years before death, was associated with increased risk to display LC neurodegeneration at autopsy (odds ratio [OR] = 1.46, 95% confidence interval [CI95%]: 1.16-1.84, pBONF = 0.004), particularly in individuals with cortical AD neuropathology (OR = 1.56, CI95%: 1.15-2.15, pBONF = 0.03) and independently of comorbid pathologies. In addition, longitudinal increases in rest-activity rhythm fragmentation partially mediated the association between LC neurodegeneration and cognitive decline (estimate = -0.011, CI95%: -0.023--0.002, pBONF = 0.03). INTERPRETATION: These findings highlight the LC as a neurobiological correlate of sleep-wake dysregulation in AD, and further underscore the clinical relevance of monitoring rest-activity patterns for improved detection of at-risk individuals. ANN NEUROL 2024;95:653-664.


Subject(s)
Alzheimer Disease , Cognitive Dysfunction , Hypopigmentation , Humans , Female , Aged , Aged, 80 and over , Alzheimer Disease/pathology , Locus Coeruleus/pathology , Retrospective Studies , Cognitive Dysfunction/pathology , Hypopigmentation/pathology , Autopsy , Circadian Rhythm/physiology
19.
Ann Neurol ; 95(4): 665-676, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38379184

ABSTRACT

OBJECTIVE: To examine associations of serum insulin and related measures with neuropathology and cognition in older persons. METHODS: We studied 192 older persons (96 with diabetes and 96 without, matched by sex and balanced by age-at-death, education, and postmortem interval) from a community-based, clinical-pathologic study of aging, with annual evaluations including neuropsychological testing (summarized into global cognition and 5 cognitive domains) and postmortem autopsy. We assessed serum insulin, glucose, leptin, adiponectin, hemoglobin A1C, advanced glycation-end products (AGEs), and receptors for advanced glycation-end products, and calculated the Homeostasis Model Assessment of Insulin Resistance (HOMA-IR) and adiponectin-to-leptin ratio. Using adjusted regression analyses, we examined the associations of serum measures with neuropathology of cerebrovascular disease and Alzheimer's disease, and with the level of cognition proximate-to-death. RESULTS: Higher HOMA-IR was associated with the presence of brain infarcts and specifically microinfarcts, and higher HOMA-IR and leptin were each associated with subcortical infarcts. Further, higher leptin levels and lower adiponectin-to-leptin ratios were associated with the presence of moderate-to-severe atherosclerosis. Serum insulin and related measures were not associated with the level of Alzheimer's disease pathology, as assessed by global, as well as amyloid burden or tau tangle density scores. Regarding cognitive outcomes, higher insulin and leptin levels, and lower adiponectin and receptors for advanced glycation-end products levels, respectively, were each associated with lower levels of global cognition. INTERPRETATION: Peripheral insulin resistance indicated by HOMA-IR and related serum measures was associated with a greater burden of cerebrovascular neuropathology and lower cognition. ANN NEUROL 2024;95:665-676.


Subject(s)
Alzheimer Disease , Diabetes Mellitus , Insulin Resistance , Nervous System Diseases , Humans , Aged , Aged, 80 and over , Leptin , Alzheimer Disease/pathology , Adiponectin , Cognition , Insulin
20.
Mol Psychiatry ; 29(7): 2001-2008, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38355788

ABSTRACT

The locus coeruleus-noradrenaline system regulates brain-wide neural activity involved in cognition and behavior. Integrity of this subcortical neuromodulatory system is proposed to be a substrate of cognitive reserve that may be strengthened by lifetime cognitive and social activity. Conversely, accumulation of tau tangles in the brainstem locus coeruleus nuclei is recently studied as a very early marker of Alzheimer's disease (AD) pathogenesis and cognitive vulnerability, even among older adults without cognitive impairment or significant cerebral AD pathologies. This clinical-pathologic study examined whether locus coeruleus tangle density was cross-sectionally associated with lower antemortem cognitive performance and social activity among 142 cognitively unimpaired and impaired older adults and whether social activity, a putative reserve factor, mediated the association of tangle density and cognition. We found that greater locus coeruleus tangle density was associated with lower social activity for the whole sample and in the cognitively unimpaired group alone and these associations were independent of age, sex, education, depressive symptoms, and burden of cerebral amyloid and tau. The association of locus coeruleus tangle density with lower cognitive performance was partially mediated by level of social activity. These findings implicate the locus coeruleus-noradrenaline system in late-life social function and support that locus coeruleus tangle pathology is associated with lower levels of social activity, independent of cerebral AD pathologies, and specifically among older adults who are cognitively unimpaired. Early brainstem pathology may impact social function, and level of social function, in turn, influences cognition, prior to canonical stages of AD.


Subject(s)
Alzheimer Disease , Cognition , Cognitive Dysfunction , Locus Coeruleus , tau Proteins , Humans , Locus Coeruleus/metabolism , Male , Female , Aged , Cognition/physiology , Alzheimer Disease/metabolism , Alzheimer Disease/physiopathology , Alzheimer Disease/pathology , Aged, 80 and over , tau Proteins/metabolism , Cognitive Dysfunction/physiopathology , Cognitive Dysfunction/metabolism , Cross-Sectional Studies , Neurofibrillary Tangles/pathology , Neurofibrillary Tangles/metabolism , Social Behavior , Neuropsychological Tests , Cognitive Reserve/physiology
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