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result(s) for
"Suh, EunRan"
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APOE and TREM2 regulate amyloid-responsive microglia in Alzheimer’s disease
by
Choi, David
,
Azevedo, Joshua A.
,
Wang, Xuran
in
Alzheimer's disease
,
Apolipoprotein E
,
Apolipoproteins
2020
Beta-amyloid deposition is a defining feature of Alzheimer’s disease (AD). How genetic risk factors, like
APOE
and
TREM2
, intersect with cellular responses to beta-amyloid in human tissues is not fully understood. Using single-nucleus RNA sequencing of postmortem human brain with varied
APOE
and
TREM2
genotypes and neuropathology, we identified distinct microglia subpopulations, including a subpopulation of CD163-positive amyloid-responsive microglia (ARM) that are depleted in cases with
APOE
and
TREM2
risk variants. We validated our single-nucleus RNA sequencing findings in an expanded cohort of AD cases, demonstrating that
APOE
and
TREM2
risk variants are associated with a significant reduction in CD163-positive amyloid-responsive microglia. Our results showcase the diverse microglial response in AD and underscore how genetic risk factors influence cellular responses to underlying pathologies.
Journal Article
Distinct characteristics of limbic-predominant age-related TDP-43 encephalopathy in Lewy body disease
2022
Limbic-predominant age-related TDP-43 encephalopathy (LATE) is characterized by the accumulation of TAR-DNA-binding protein 43 (TDP-43) aggregates in older adults. LATE coexists with Lewy body disease (LBD) as well as other neuropathological changes including Alzheimer’s disease (AD). We aimed to identify the pathological, clinical, and genetic characteristics of LATE in LBD (LATE-LBD) by comparing it with LATE in AD (LATE-AD), LATE with mixed pathology of LBD and AD (LATE-LBD + AD), and LATE alone (Pure LATE). We analyzed four cohorts of autopsy-confirmed LBD (n = 313), AD (n = 282), LBD + AD (n = 355), and aging (n = 111). We assessed the association of LATE with patient profiles including LBD subtype and AD neuropathologic change (ADNC). We studied the morphological and distributional differences between LATE-LBD and LATE-AD. By frequency analysis, we staged LATE-LBD and examined the association with cognitive impairment and genetic risk factors. Demographic analysis showed LATE associated with age in all four cohorts and the frequency of LATE was the highest in LBD + AD followed by AD, LBD, and Aging. LBD subtype and ADNC associated with LATE in LBD or AD but not in LBD + AD. Pathological analysis revealed that the hippocampal distribution of LATE was different between LATE-LBD and LATE-AD: neuronal cytoplasmic inclusions were more frequent in cornu ammonis 3 (CA3) in LATE-LBD compared to LATE-AD and abundant fine neurites composed of C-terminal truncated TDP-43 were found mainly in CA2 to subiculum in LATE-LBD, which were not as numerous in LATE-AD. Some of these fine neurites colocalized with phosphorylated α-synuclein. LATE-LBD staging showed LATE neuropathological changes spread in the dentate gyrus and brainstem earlier than in LATE-AD. The presence and prevalence of LATE in LBD associated with cognitive impairment independent of either LBD subtype or ADNC; LATE-LBD stage also associated with the genetic risk variants of TMEM106B rs1990622 and GRN rs5848. These data highlight clinicopathological and genetic features of LATE-LBD.
Journal Article
C9orf72 hypermethylation protects against repeat expansion-associated pathology in ALS/FTD
by
McNally, Anna G.
,
Russ, Jenny
,
Van Deerlin, Vivianna M.
in
Aged
,
Aged, 80 and over
,
Amyotrophic lateral sclerosis
2014
Hexanucleotide repeat expansions of
C9orf72
are the most common genetic cause of amyotrophic lateral sclerosis and frontotemporal degeneration. The mutation is associated with reduced
C9orf72
expression and the accumulation of potentially toxic RNA and protein aggregates. CpG methylation is known to protect the genome against unstable DNA elements and to stably silence inappropriate gene expression. Using bisulfite cloning and restriction enzyme-based methylation assays on DNA from human brain and peripheral blood, we observed CpG hypermethylation involving the
C9orf72
promoter in cis to the repeat expansion mutation in approximately one-third of
C9orf72
repeat expansion mutation carriers. Promoter hypermethylation of mutant
C9orf72
was associated with transcriptional silencing of
C9orf72
in patient-derived lymphoblast cell lines, resulting in reduced accumulation of intronic
C9orf72
RNA and reduced numbers of RNA foci. Furthermore, demethylation of mutant
C9orf72
with 5-aza-deoxycytidine resulted in increased vulnerability of mutant cells to oxidative and autophagic stress. Promoter hypermethylation of repeat expansion carriers was also associated with reduced accumulation of RNA foci and dipeptide repeat protein aggregates in human brains. These results indicate that
C9orf72
promoter hypermethylation prevents downstream molecular aberrations associated with the hexanucleotide repeat expansion, suggesting that epigenetic silencing of the mutant
C9orf72
allele may represent a protective counter-regulatory response to hexanucleotide repeat expansion.
Journal Article
Tau immunotherapy is associated with glial responses in FTLD-tau
2021
Progressive supranuclear palsy (PSP) and corticobasal degeneration (CBD) are neuropathologic subtypes of frontotemporal lobar degeneration with tau inclusions (FTLD-tau), primary tauopathies in which intracellular tau aggregation contributes to neurodegeneration. Gosuranemab (BIIB092) is a humanized monoclonal antibody that binds to N-terminal tau. While Gosuranemab passive immunotherapy trials for PSP failed to demonstrate clinical benefit, Gosuranemab reduced N-terminal tau in the cerebrospinal fluid of transgenic mouse models and PSP patients. However, the neuropathologic sequelae of Gosuranemab have not been described. In this present study, we examined the brain tissue of three individuals who received Gosuranemab. Post-mortem human brain tissues were studied using immunohistochemistry to identify astrocytic and microglial differences between immunized cases and a cohort of unimmunized PSP, CBD and aging controls. Gosuranemab immunotherapy was not associated with clearance of neuropathologic FTLD-tau inclusions. However, treatment-associated changes were observed including the presence of perivascular vesicular astrocytes (PVA) with tau accumulation within lysosomes. PVAs were morphologically and immunophenotypically distinct from the tufted astrocytes seen in PSP, granular fuzzy astrocytes (GFA) seen in aging, and astrocytic plaques seen in CBD. Additional glial responses included increased reactive gliosis consisting of bushy astrocytosis and accumulation of rod microglia. Together, these neuropathologic findings suggest that Gosuranemab may be associated with a glial response including accumulation of tau within astrocytic lysosomes.
Journal Article
Diagnosis of Parkinson's disease on the basis of clinical and genetic classification: a population-based modelling study
2015
Accurate diagnosis and early detection of complex diseases, such as Parkinson's disease, has the potential to be of great benefit for researchers and clinical practice. We aimed to create a non-invasive, accurate classification model for the diagnosis of Parkinson's disease, which could serve as a basis for future disease prediction studies in longitudinal cohorts.
We developed a model for disease classification using data from the Parkinson's Progression Marker Initiative (PPMI) study for 367 patients with Parkinson's disease and phenotypically typical imaging data and 165 controls without neurological disease. Olfactory function, genetic risk, family history of Parkinson's disease, age, and gender were algorithmically selected by stepwise logistic regression as significant contributors to our classifying model. We then tested the model with data from 825 patients with Parkinson's disease and 261 controls from five independent cohorts with varying recruitment strategies and designs: the Parkinson's Disease Biomarkers Program (PDBP), the Parkinson's Associated Risk Study (PARS), 23andMe, the Longitudinal and Biomarker Study in PD (LABS-PD), and the Morris K Udall Parkinson's Disease Research Center of Excellence cohort (Penn-Udall). Additionally, we used our model to investigate patients who had imaging scans without evidence of dopaminergic deficit (SWEDD).
In the population from PPMI, our initial model correctly distinguished patients with Parkinson's disease from controls at an area under the curve (AUC) of 0·923 (95% CI 0·900–0·946) with high sensitivity (0·834, 95% CI 0·711–0·883) and specificity (0·903, 95% CI 0·824–0·946) at its optimum AUC threshold (0·655). All Hosmer-Lemeshow simulations suggested that when parsed into random subgroups, the subgroup data matched that of the overall cohort. External validation showed good classification of Parkinson's disease, with AUCs of 0·894 (95% CI 0·867–0·921) in the PDBP cohort, 0·998 (0·992–1·000) in PARS, 0·955 (no 95% CI available) in 23andMe, 0·929 (0·896–0·962) in LABS-PD, and 0·939 (0·891–0·986) in the Penn-Udall cohort. Four of 17 SWEDD participants who our model classified as having Parkinson's disease converted to Parkinson's disease within 1 year, whereas only one of 38 SWEDD participants who were not classified as having Parkinson's disease underwent conversion (test of proportions, p=0·003).
Our model provides a potential new approach to distinguish participants with Parkinson's disease from controls. If the model can also identify individuals with prodromal or preclinical Parkinson's disease in prospective cohorts, it could facilitate identification of biomarkers and interventions.
National Institute on Aging, National Institute of Neurological Disorders and Stroke, and the Michael J Fox Foundation.
Journal Article
Polygenic associations with clinical and neuropathological trait heterogeneity across TDP-43 proteinopathies
by
Van Deerlin, Vivianna M.
,
Spencer, Barbara E.
,
Lee, Edward B.
in
Aged
,
Amyotrophic Lateral Sclerosis - genetics
,
Amyotrophic Lateral Sclerosis - pathology
2025
TDP-43 proteinopathies, including amyotrophic lateral sclerosis (ALS), frontotemporal lobar degeneration with TDP-43 (FTLD-TDP), and limbic-predominant age-related TDP-43 encephalopathy, encompass a spectrum of clinical and neuropathological traits. Despite mounting evidence for shared genetic risk across TDP-43 proteinopathies, the modifiers of individual-level traits are unknown. We aimed to identify polygenic contributions to trait heterogeneity across TDP-43 proteinopathies. We used weighted correlation analysis of GWAS summary statistics for ALS, FTLD-TDP, and hippocampal sclerosis of aging (HS-Aging) to identify data-driven clusters of highly correlated single nucleotide polymorphisms (SNPs). We performed gene ontology enrichment analysis for each identified cluster. We derived cluster-specific polygenic scores and evaluated their association with clinical and neuropathological traits in an independently evaluated sample of individuals who met neuropathological and/or genetic criteria for FTLD-TDP or ALS (n = 260). We identified 5 distinct data-driven clusters, including 3 GWAS phenotype-specific clusters (FTLD-TDP, ALS, HS-Aging) and 2 clusters representing the overlap between a pair of GWAS phenotypes (ALS-FTLD and FTLD-HS). Pathway analysis revealed biologically meaningful associations including distinct GWAS phenotype-specific processes within clusters. Cluster-specific ALS and FTLD-TDP polygenic risk each associated with individual-level clinical traits, even within the context of autosomal dominant mutation carriers, where higher ALS polygenic risk associated with neuromuscular impairment and higher FTLD-TDP polygenic risk associated with cognitive-behavioral impairment. Moreover, higher FTLD-TDP polygenic risk associated with higher TDP-43 burden within characteristic FTLD-TDP brain regions. We suggest that there are polygenic modifiers of clinical and neuropathological traits across TDP-43 proteinopathies that may contribute to individual-level differences, including likelihood for developing FTLD or ALS.
Journal Article
Hypermethylation of repeat expanded C9orf72 is a clinical and molecular disease modifier
by
Russ, Jenny
,
Xie, Sharon X.
,
Van Deerlin, Vivianna M.
in
Aged
,
Alzheimer's disease
,
Amyotrophic lateral sclerosis
2015
C9orf72
promoter hypermethylation inhibits the accumulation of pathologies which have been postulated to be neurotoxic. We tested here whether
C9orf72
hypermethylation is associated with prolonged disease in
C9orf72
mutation carriers.
C9orf72
methylation was quantified from brain or blood using methylation-sensitive restriction enzyme digest-qPCR in a cross-sectional cohort of 118
C9orf72
repeat expansion carriers and 19 non-carrier family members. Multivariate regression models were used to determine whether
C9orf72
hypermethylation was associated with age at onset, disease duration, age at death, or hexanucleotide repeat expansion size. Permutation analysis was performed to determine whether
C9orf72
methylation is heritable. We observed a high correlation between
C9orf72
methylation across tissues including cerebellum, frontal cortex, spinal cord and peripheral blood. While
C9orf72
methylation was not significantly different between ALS and FTD and did not predict age at onset, brain and blood
C9orf72
hypermethylation was associated with later age at death in FTD (brain:
β
= 0.18,
p
= 0.006; blood:
β
= 0.15,
p
< 0.001), and blood
C9orf72
hypermethylation was associated with longer disease duration in FTD (
β
= 0.03,
p
= 0.007). Furthermore,
C9orf72
hypermethylation was associated with smaller hexanucleotide repeat length (
β
= −16.69,
p
= 0.033). Finally, analysis of pedigrees with multiple mutation carriers demonstrated a significant association between
C9orf72
methylation and family relatedness (
p
< 0.0001).
C9orf72
hypermethylation is associated with prolonged disease in
C9orf72
repeat expansion carriers with FTD. The attenuated clinical phenotype associated with
C9orf72
hypermethylation suggests that slower clinical progression in FTD is associated with reduced expression of mutant
C9orf72
. These results support the hypothesis that expression of the hexanucleotide repeat expansion is associated with a toxic gain of function.
Journal Article
Disparate and shared transcriptomic signatures associated with cortical atrophy in genetic behavioral variant frontotemporal degeneration
by
Shen, Ting
,
Dratch, Laynie
,
Vogel, Jacob W.
in
Aged
,
Amyotrophic lateral sclerosis
,
Anopheles
2025
Background
Cortical atrophy is a common manifestation in behavioral variant frontotemporal degeneration (bvFTD), exhibiting spatial heterogeneity across various genetic subgroups, which may be driven by distinct biological mechanisms.
Methods
We employed an integrative imaging transcriptomics approach to identify both disparate and shared transcriptomic signatures associated with cortical thickness in bvFTD with
C9orf72
repeat expansions or pathogenic variants in
GRN
or
MAPT
. Functional enrichment analyses were conducted on each gene list significantly associated with cortical thickness. Additionally, we mapped neurotransmitter receptor/transporter density maps to the cortical thickness maps, to uncover different correlation patterns for each genetic form. Furthermore, we examined whether the identified genes were enriched for pathology-related genes by using previously identified genes linked to TDP-43 positive neurons and genes associated with tau pathology.
Results
For each genetic form of bvFTD, we identified cortical thickness signatures and gene sets associated with them. The cortical thickness associated genes for
GRN
-bvFTD were significantly involved in neurotransmitter system and circadian entrainment. The different patterns of spatial correlations between synaptic density and cortical thinning, further confirmed the critical role of neurotransmission and synaptic signaling in shaping brain structure, especially in the
GRN
-bvFTD group. Furthermore, we observed significant overlap between genes linked to TDP-43 pathology and the gene sets associated with cortical thickness in
C9orf72
-bvFTD and
GRN
-bvFTD but not the
MAPT
-bvFTD group providing specificity for our associations.
C9orf72
-bvFTD and
GRN
-bvFTD also shared genes displaying consistent directionality, with those exhibiting either positive or negative correlations with cortical thickness in
C9orf72
-bvFTD showing the same direction (positive or negative) in
GRN
-bvFTD.
MAPT
-bvFTD displayed more pronounced differences in transcriptomic signatures compared to the other two genetic forms. The genes that exhibited significantly positive or negative correlations with cortical thickness in
MAPT
-bvFTD showed opposing directionality in
C9orf72
-bvFTD and
GRN
-bvFTD.
Conclusions
Overall, this integrative transcriptomic approach identified several new shared and disparate genes associated with regional vulnerability with increased biological interpretation including overlap with synaptic density maps and pathologically-specific gene expression. These findings illuminated the intricate molecular underpinnings contributing to the heterogeneous nature of disease distribution in bvFTD with distinct genetic backgrounds.
Journal Article
ADNC-RS, a clinical-genetic risk score, predicts Alzheimer’s pathology in autopsy-confirmed Parkinson’s disease and Dementia with Lewy bodies
by
Van Deerlin, Vivianna
,
Trojanowski, John Q.
,
Lee, Edward B.
in
Advertising executives
,
Age of Onset
,
Aged
2020
Growing evidence suggests overlap between Alzheimer’s disease (AD) and Parkinson’s disease (PD) pathophysiology in a subset of patients. Indeed, 50–80% of autopsy cases with a primary clinicopathological diagnosis of Lewy body disease (LBD)—most commonly manifesting during life as PD—have concomitant amyloid-beta and tau pathology, the defining pathologies of AD. Here we evaluated common genetic variants in genome-wide association with AD as predictors of concomitant AD pathology in the brains of people with a primary clinicopathological diagnosis of PD or Dementia with Lewy Bodies (DLB), diseases both characterized by neuronal Lewy bodies. In the first stage of our study, 127 consecutive autopsy-confirmed cases of PD or DLB from a single center were assessed for AD neuropathological change (ADNC), and these same cases were genotyped at 20 single nucleotide polymorphisms (SNPs) found by genome-wide association study to associate with risk for AD. In these 127 training set individuals, we developed a logistic regression model predicting the presence of ADNC, using backward stepwise regression for model selection and tenfold cross-validation to estimate performance. The best-fit model generated a risk score for ADNC (ADNC-RS) based on age at disease onset and genotype at three SNPs (
APOE
,
BIN1
, and
SORL1
loci), with an area under the receiver operating curve (AUC) of 0.751 in our training set. In the replication stage of our study, we assessed model performance in a separate test set of the next 81 individuals genotyped in our center. In the test set, the AUC was 0.781, and individuals with ADNC-RS in the top quintile had four-fold increased likelihood of having AD pathology at autopsy compared with those in each of the lowest two quintiles. Finally, in the validation stage of our study, we applied our ADNC-RS model to 70 LBD individuals from 20 Alzheimer’s Disease Research Centers (ADRC) whose autopsy and genetic data were available in the National Alzheimer’s Coordinating Center (NACC) database. In this validation set, the AUC was 0.754. Thus, in patients with autopsy-confirmed PD or DLB, a simple model incorporating three AD-risk SNPs and age at disease onset substantially enriches for concomitant AD pathology at autopsy, with implications for identifying LBD patients in which targeting amyloid-beta or tau is a therapeutic strategy.
Journal Article
Semi-automated quantification of C9orf72 expansion size reveals inverse correlation between hexanucleotide repeat number and disease duration in frontotemporal degeneration
by
Xie, Sharon X.
,
Van Deerlin, Vivianna M.
,
Elman, Lauren B.
in
Age of Onset
,
Aged
,
Amyotrophic lateral sclerosis
2015
We investigated whether chromosome 9 open reading frame 72 hexanucleotide repeat expansion (
C9orf72
expansion) size in peripheral DNA was associated with clinical differences in frontotemporal degeneration (FTD) and amyotrophic lateral sclerosis (ALS) linked to
C9orf72
repeat expansion mutations. A novel quantification workflow was developed to measure
C9orf72
expansion size by Southern blot densitometry in a cross-sectional cohort of
C9orf72
expansion carriers with FTD (
n
= 39), ALS (
n
= 33), both (
n
= 35), or who are unaffected (
n
= 21). Multivariate linear regressions were performed to assess whether
C9orf72
expansion size from peripheral DNA was associated with clinical phenotype, age of disease onset, disease duration and age at death. Mode values of
C9orf72
expansion size were significantly shorter in FTD compared to ALS (
p
= 0.0001) but were not associated with age at onset in either FTD or ALS. A multivariate regression model correcting for patient’s age at DNA collection and disease phenotype revealed that
C9orf72
expansion size is significantly associated with shorter disease duration (
p
= 0.0107) for individuals with FTD, but not with ALS. Despite considerable somatic instability of the
C9orf72
expansion, semi-automated expansion size measurements demonstrated an inverse relationship between
C9orf72
expansion size and disease duration in patients with FTD. Our finding suggests that
C9orf72
repeat size may be a molecular disease modifier in FTD linked to hexanucleotide repeat expansion.
Journal Article