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  1. Article ; Online: Beyond association: successes and challenges in linking non-coding genetic variation to functional consequences that modulate Alzheimer's disease risk.

    Novikova, Gloriia / Andrews, Shea J / Renton, Alan E / Marcora, Edoardo

    Molecular neurodegeneration

    2021  Volume 16, Issue 1, Page(s) 27

    Abstract: Alzheimer's disease (AD) is the most common type of dementia, affecting millions of people worldwide; however, no disease-modifying treatments are currently available. Genome-wide association studies (GWASs) have identified more than 40 loci associated ... ...

    Abstract Alzheimer's disease (AD) is the most common type of dementia, affecting millions of people worldwide; however, no disease-modifying treatments are currently available. Genome-wide association studies (GWASs) have identified more than 40 loci associated with AD risk. However, most of the disease-associated variants reside in non-coding regions of the genome, making it difficult to elucidate how they affect disease susceptibility. Nonetheless, identification of the regulatory elements, genes, pathways and cell type/tissue(s) impacted by these variants to modulate AD risk is critical to our understanding of disease pathogenesis and ability to develop effective therapeutics. In this review, we provide an overview of the methods and approaches used in the field to identify the functional effects of AD risk variants in the causal path to disease risk modification as well as describe the most recent findings. We first discuss efforts in cell type/tissue prioritization followed by recent progress in candidate causal variant and gene nomination. We discuss statistical methods for fine-mapping as well as approaches that integrate multiple levels of evidence, such as epigenomic and transcriptomic data, to identify causal variants and risk mechanisms of AD-associated loci. Additionally, we discuss experimental approaches and data resources that will be needed to validate and further elucidate the effects of these variants and genes on biological pathways, cellular phenotypes and disease risk. Finally, we discuss future steps that need to be taken to ensure that AD GWAS functional mapping efforts lead to novel findings and bring us closer to finding effective treatments for this devastating disease.
    MeSH term(s) Age of Onset ; Alzheimer Disease/epidemiology ; Alzheimer Disease/genetics ; Bayes Theorem ; CRISPR-Cas Systems ; Causality ; Chromatin/genetics ; Epigenomics ; Gene Editing ; Gene Expression Regulation ; Genome-Wide Association Study ; Humans ; Models, Genetic ; Molecular Sequence Annotation ; Polymorphism, Single Nucleotide ; Risk ; Transcriptome
    Chemical Substances Chromatin
    Language English
    Publishing date 2021-04-21
    Publishing country England
    Document type Journal Article ; Review
    ZDB-ID 2244557-2
    ISSN 1750-1326 ; 1750-1326
    ISSN (online) 1750-1326
    ISSN 1750-1326
    DOI 10.1186/s13024-021-00449-0
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  2. Article ; Online: The complex genetic architecture of Alzheimer's disease: novel insights and future directions.

    Andrews, Shea J / Renton, Alan E / Fulton-Howard, Brian / Podlesny-Drabiniok, Anna / Marcora, Edoardo / Goate, Alison M

    EBioMedicine

    2023  Volume 90, Page(s) 104511

    Abstract: Background: Alzheimer's disease (AD) is a complex multifactorial neurodegenerative disorder and the most common form of dementia. AD is highly heritable, with heritability estimates of ∼70% from twin studies. Progressively larger genome-wide association ...

    Abstract Background: Alzheimer's disease (AD) is a complex multifactorial neurodegenerative disorder and the most common form of dementia. AD is highly heritable, with heritability estimates of ∼70% from twin studies. Progressively larger genome-wide association studies (GWAS) have continued to expand our knowledge of AD/dementia genetic architecture. Until recently these efforts had identified 39 disease susceptibility loci in European ancestry populations.
    Recent developments: Two new AD/dementia GWAS have dramatically expanded the sample sizes and the number of disease susceptibility loci. The first increased total sample size to 1,126,563-with an effective sample size of 332,376-by predominantly including new biobank and population-based dementia datasets. The second, expands on an earlier GWAS from the International Genomics of Alzheimer's Project (IGAP) by increasing the number of clinically-defined AD cases/controls in addition to incorporating biobank dementia datasets, resulting in a total sample size to 788,989 and an effective sample size of 382,472. Collectively both GWAS identified 90 independent variants across 75 AD/dementia susceptibility loci, including 42 novel loci. Pathway analyses indicate the susceptibility loci are enriched for genes involved in amyloid plaque and neurofibrillary tangle formation, cholesterol metabolism, endocytosis/phagocytosis, and the innate immune system. Gene prioritization efforts for the novel loci identified 62 candidate causal genes. Many of the candidate genes from known and newly discovered loci play key roles in macrophages and highlight phagocytic clearance of cholesterol-rich brain tissue debris by microglia (efferocytosis) as a core pathogenetic hub and putative therapeutic target for AD. WHERE NEXT?: While GWAS in European ancestry populations have substantially enhanced our understanding of AD genetic architecture, heritability estimates from population based GWAS cohorts are markedly smaller than those from twin studies. While this missing heritability is likely due to a combination of factors, it highlights that our understanding of AD genetic architecture and genetic risk mechanisms remains incomplete. These knowledge gaps result from several underexplored areas in AD research. First, rare variants remain understudied due to methodological issues in identifying them and the cost of generating sufficiently powered whole exome/genome sequencing datasets. Second, sample sizes of non-European ancestry populations in AD GWAS remain small. Third, GWAS of AD neuroimaging and cerebrospinal fluid endophenotypes remains limited due to low compliance and high costs associated with measuring amyloid-β and tau levels and other disease-relevant biomarkers. Studies generating sequencing data, including diverse populations, and incorporating blood-based AD biomarkers are set to substantially improve our knowledge of AD genetic architecture.
    MeSH term(s) Humans ; Alzheimer Disease/pathology ; Genome-Wide Association Study/methods ; Genetic Predisposition to Disease ; Amyloid beta-Peptides/genetics ; Biomarkers/cerebrospinal fluid ; Polymorphism, Single Nucleotide
    Chemical Substances Amyloid beta-Peptides ; Biomarkers
    Language English
    Publishing date 2023-03-10
    Publishing country Netherlands
    Document type Journal Article ; Review
    ZDB-ID 2851331-9
    ISSN 2352-3964
    ISSN (online) 2352-3964
    DOI 10.1016/j.ebiom.2023.104511
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  3. Article ; Online: Exploring the epigenetics of Alzheimer disease.

    Traynor, Bryan J / Renton, Alan E

    JAMA neurology

    2014  Volume 72, Issue 1, Page(s) 8–9

    MeSH term(s) ATP-Binding Cassette Transporters/genetics ; Adaptor Proteins, Signal Transducing/genetics ; Alzheimer Disease/genetics ; Alzheimer Disease/pathology ; Antiporters/genetics ; Brain/metabolism ; DNA Methylation/genetics ; Female ; HLA-DRB5 Chains/genetics ; Humans ; LDL-Receptor Related Proteins/genetics ; Male ; Membrane Transport Proteins/genetics ; Nuclear Proteins/genetics ; Tumor Suppressor Proteins/genetics
    Chemical Substances ABCA7 protein, human ; ATP-Binding Cassette Transporters ; Adaptor Proteins, Signal Transducing ; Antiporters ; BIN1 protein, human ; HLA-DRB5 Chains ; LDL-Receptor Related Proteins ; Membrane Transport Proteins ; Nuclear Proteins ; SLC24A4 protein, human ; SORL1 protein, human ; Tumor Suppressor Proteins
    Language English
    Publishing date 2014-10-31
    Publishing country United States
    Document type Editorial ; Research Support, N.I.H., Extramural ; Research Support, N.I.H., Intramural ; Comment
    ZDB-ID 2702023-X
    ISSN 2168-6157 ; 2168-6149
    ISSN (online) 2168-6157
    ISSN 2168-6149
    DOI 10.1001/jamaneurol.2014.3057
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  4. Article ; Online: CRESTing the ALS mountain.

    Renton, Alan E / Traynor, Bryan J

    Nature neuroscience

    2013  Volume 16, Issue 7, Page(s) 774–775

    MeSH term(s) Amyotrophic Lateral Sclerosis/genetics ; Animals ; DNA-Binding Proteins/genetics ; Exome/genetics ; Female ; Genetic Predisposition to Disease/genetics ; Humans ; Male ; Mutation/genetics ; Nuclear Proteins/genetics ; Trans-Activators/genetics
    Chemical Substances BANF1 protein, human ; DNA-Binding Proteins ; Nuclear Proteins ; SS18L1 protein, human ; Trans-Activators
    Language English
    Publishing date 2013-06-25
    Publishing country United States
    Document type Journal Article ; Comment
    ZDB-ID 1420596-8
    ISSN 1546-1726 ; 1097-6256
    ISSN (online) 1546-1726
    ISSN 1097-6256
    DOI 10.1038/nn.3444
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  5. Article: Frequency of Variants in Mendelian Alzheimer's Disease Genes within the Alzheimer's Disease Sequencing Project (ADSP).

    Wang, Dongyu / Scalici, Alexandra / Wang, Yanbing / Lin, Honghuang / Pitsillides, Achilleas / Heard-Costa, Nancy / Cruchaga, Carlos / Ziegemeier, Ellen / Bis, Joshua C / Fornage, Myriam / Boerwinkle, Eric / De Jager, Philip L / Wijsman, Ellen / Dupuis, Josée / Renton, Alan E / Seshadri, Sudha / Goate, Alison M / DeStefano, Anita L / Peloso, Gina M

    medRxiv : the preprint server for health sciences

    2024  

    Abstract: Background: Prior studies using the ADSP data examined variants within presenilin-2 ( : Objective: To characterize previously-reported clinically-relevant variants and DM variants in : Methods: We identified rare variants (MAF <1%) previously- ... ...

    Abstract Background: Prior studies using the ADSP data examined variants within presenilin-2 (
    Objective: To characterize previously-reported clinically-relevant variants and DM variants in
    Methods: We identified rare variants (MAF <1%) previously-reported in
    Results: We detected 31 previously-reported clinically-relevant variants with alternate alleles observed within the ADSP: 4 variants in
    Conclusion: A small proportion of individuals in the ADSP are carriers of a previously-reported clinically-relevant variant allele for AD and these participants have significantly earlier age of AD onset compared to non-carriers.
    Language English
    Publishing date 2024-03-29
    Publishing country United States
    Document type Preprint
    DOI 10.1101/2023.10.24.23297227
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  6. Article ; Online: Validation of newly derived polygenic risk scores for dementia in a prospective study of older individuals.

    Yu, Chenglong / Ryan, Joanne / Orchard, Suzanne G / Robb, Catherine / Woods, Robyn L / Wolfe, Rory / Renton, Alan E / Goate, Alison M / Brodtmann, Amy / Shah, Raj C / Chong, Trevor T-J / Sheets, Kerry / Kyndt, Christopher / Sood, Ajay / Storey, Elsdon / Murray, Anne M / McNeil, John J / Lacaze, Paul

    Alzheimer's & dementia : the journal of the Alzheimer's Association

    2023  Volume 19, Issue 12, Page(s) 5333–5342

    Abstract: Introduction: Recent genome-wide association studies identified new dementia-associated variants. We assessed the performance of updated polygenic risk scores (PRSs) using these variants in an independent cohort.: Methods: We used Cox models and area ...

    Abstract Introduction: Recent genome-wide association studies identified new dementia-associated variants. We assessed the performance of updated polygenic risk scores (PRSs) using these variants in an independent cohort.
    Methods: We used Cox models and area under the curve (AUC) to validate new PRSs (PRS-83SNP, PRS-SBayesR, and PRS-CS) compared with an older PRS-23SNP in 12,031 initially-healthy participants ≥70 years of age. Dementia was rigorously adjudicated according to Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition (DSM-IV) criteria.
    Results: PRS-83SNP, PRS-SBayesR, and PRS-CS were associated with incident dementia, with fully adjusted (including apolipoprotein E [APOE] ε4) hazard ratios per standard deviation (SD) of 1.35 (1.23-1.47), 1.37 (1.25-1.50), and 1.42 (1.30-1.56), respectively. The AUC of a model containing conventional/non-genetic factors and APOE was 74.7%. This was improved to 75.7% (p = 0.007), 76% (p = 0.004), and 76.1% (p = 0.003) with addition of PRS-83SNP, PRS-SBayesR, and PRS-CS, respectively. The PRS-23SNP did not improve AUC (74.7%, p = 0.95).
    Conclusion: New PRSs for dementia significantly improve risk-prediction performance, but still account for less risk than APOE genotype overall.
    MeSH term(s) Humans ; Prospective Studies ; Genetic Risk Score ; Genome-Wide Association Study ; Apolipoproteins E/genetics ; Dementia/genetics ; Risk Factors
    Chemical Substances Apolipoproteins E
    Language English
    Publishing date 2023-05-12
    Publishing country United States
    Document type Journal Article
    ZDB-ID 2211627-8
    ISSN 1552-5279 ; 1552-5260
    ISSN (online) 1552-5279
    ISSN 1552-5260
    DOI 10.1002/alz.13113
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  7. Article ; Online: Genome-Wide Association Study of Cardiovascular Resilience Identifies Protective Variation in the

    Yu, Chenglong / Bakshi, Andrew / Watts, Gerald F / Renton, Alan E / Fulton-Howard, Brian / Goate, Alison M / Natarajan, Pradeep / Chasman, Daniel I / Robman, Liubov / Woods, Robyn L / Guymer, Robyn / Wolfe, Rory / Thao, Le Thi Phuong / McNeil, John J / Tonkin, Andrew M / Nicholls, Stephen J / Lacaze, Paul

    Journal of the American Heart Association

    2023  Volume 12, Issue 21, Page(s) e031459

    Abstract: Background The risk of atherosclerotic cardiovascular disease (ASCVD) increases sharply with age. Some older individuals, however, remain unaffected despite high predicted risk. These individuals may carry cardioprotective genetic variants that ... ...

    Abstract Background The risk of atherosclerotic cardiovascular disease (ASCVD) increases sharply with age. Some older individuals, however, remain unaffected despite high predicted risk. These individuals may carry cardioprotective genetic variants that contribute to resilience. Our aim was to assess whether asymptomatic older individuals without prevalent ASCVD carry cardioprotective genetic variants that contribute to ASCVD resilience. Methods and Results We performed a genome-wide association study using a 10-year predicted ASCVD risk score as a quantitative trait, calculated only in asymptomatic older individuals aged ≥70 years without prevalent ASCVD. Our discovery genome-wide association study of N=12 031 ASCVD event-free individuals from the ASPREE (Aspirin in Reducing Events in the Elderly) trial identified 2 independent variants, rs9939224 (
    MeSH term(s) Aged ; Humans ; Cardiovascular Diseases/genetics ; Cholesterol Ester Transfer Proteins/genetics ; Cholesterol, HDL ; Cholesterol, LDL ; Genome-Wide Association Study ; Lipoproteins, HDL/metabolism ; Quantitative Trait Loci ; Risk Factors
    Chemical Substances CETP protein, human ; Cholesterol Ester Transfer Proteins ; Cholesterol, HDL ; Cholesterol, LDL ; Lipoproteins, HDL
    Language English
    Publishing date 2023-11-06
    Publishing country England
    Document type Journal Article ; Observational Study ; Research Support, N.I.H., Extramural ; Research Support, Non-U.S. Gov't
    ZDB-ID 2653953-6
    ISSN 2047-9980 ; 2047-9980
    ISSN (online) 2047-9980
    ISSN 2047-9980
    DOI 10.1161/JAHA.123.031459
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  8. Article ; Online: Whole genome sequencing identifies loci specifically associated with thoracic aortic wall defects and abdominal aortic aneurysms in patients with European ancestry.

    Miner, Grace H / Renton, Alan E / Taubenfeld, Ella / Tadros, Rami O / Marcora, Edoardo / Lookstein, Robert A / Faries, Peter L / Marin, Michael L

    JVS-vascular science

    2020  Volume 1, Page(s) 233–245

    Abstract: Objective: The objective of this study was to better understand the pathophysiology and underlying genetic mechanisms behind two abdominal aortic aneurysm (AAA) subtypes using computed tomographic imaging in combination with whole genome sequencing.: ... ...

    Abstract Objective: The objective of this study was to better understand the pathophysiology and underlying genetic mechanisms behind two abdominal aortic aneurysm (AAA) subtypes using computed tomographic imaging in combination with whole genome sequencing.
    Methods: Patients with a known AAA and European ancestry were included in this investigation and underwent genetic and image analysis. Patients with AAAs and indications of descending thoracic aortic pathology (aortic dissection, penetrating aortic ulcers, intramural hematoma, atheromas, ulcerative plaque, and intramural ulceration, and intimal flaps/tears) were classified as having thoracic aortic disease, grouped together, and compared with patients with an AAA and a normal descending thoracic aorta. Whole genome sequencing was then performed on the 93 patients who had imaging features consistent with thoracic aortic disease and the 126 patients with a normal descending thoracic aorta.
    Results: The results of this study suggest one variant-level, four gene-level, and one gene set-level associations in patients with thoracic aortic disease who also had an AAA. The variant rs79508780 located in TSEN54 achieved study-wide significance (
    Conclusions: This pilot study provides further evidence that an AAA may be the end result of multiple degenerative pathways. Genetic variations in vitamin D signaling, cholesterol metabolism, extracellular matrix breakdown, and double-stranded DNA break repair pathways were associated with European patients who had an AAA and thoracic aortic disease. Additionally, this study provides support for the application of a radiogenomic approach for the investigation of other potential pathologies that could lead to the development of an AAA or influence future management decisions. (JVS-Vascular Science.).
    Clinical relevance: In this study, we provide evidence that abdominal aortic aneurysms (AAAs) may be a result of multiple pathophysiologies rather than a single disease. We have identified genetic variants involved in vitamin D signaling, cholesterol metabolism, extracellular matrix breakdown, and double-stranded DNA break repair associated with structural defects in the aortic wall in patients with AAAs who are of European descent. Patients with AAAs and structural defects in the thoracic aorta have been previously linked to differential behavior after endovascular aneurysm repair. These patients with wall defects exhibited greater sac regression, a marker of surgical success, after endovascular aneurysm repair. Our study demonstrates the usefulness of a radiogenomic approach for elucidating mechanisms behind the formation and future behavior of AAAs that could aid surgeons in making future procedural and management decisions.
    Language English
    Publishing date 2020-10-22
    Publishing country United States
    Document type Journal Article
    ISSN 2666-3503
    ISSN (online) 2666-3503
    DOI 10.1016/j.jvssci.2020.09.001
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  9. Article ; Online: Empirical design of a variant quality control pipeline for whole genome sequencing data using replicate discordance.

    Adelson, Robert P / Renton, Alan E / Li, Wentian / Barzilai, Nir / Atzmon, Gil / Goate, Alison M / Davies, Peter / Freudenberg-Hua, Yun

    Scientific reports

    2019  Volume 9, Issue 1, Page(s) 16156

    Abstract: The success of next-generation sequencing depends on the accuracy of variant calls. Few objective protocols exist for QC following variant calling from whole genome sequencing (WGS) data. After applying QC filtering based on Genome Analysis Tool Kit ( ... ...

    Abstract The success of next-generation sequencing depends on the accuracy of variant calls. Few objective protocols exist for QC following variant calling from whole genome sequencing (WGS) data. After applying QC filtering based on Genome Analysis Tool Kit (GATK) best practices, we used genotype discordance of eight samples that were sequenced twice each to evaluate the proportion of potentially inaccurate variant calls. We designed a QC pipeline involving hard filters to improve replicate genotype concordance, which indicates improved accuracy of genotype calls. Our pipeline analyzes the efficacy of each filtering step. We initially applied this strategy to well-characterized variants from the ClinVar database, and subsequently to the full WGS dataset. The genome-wide biallelic pipeline removed 82.11% of discordant and 14.89% of concordant genotypes, and improved the concordance rate from 98.53% to 99.69%. The variant-level read depth filter most improved the genome-wide biallelic concordance rate. We also adapted this pipeline for triallelic sites, given the increasing proportion of multiallelic sites as sample sizes increase. For triallelic sites containing only SNVs, the concordance rate improved from 97.68% to 99.80%. Our QC pipeline removes many potentially false positive calls that pass in GATK, and may inform future WGS studies prior to variant effect analysis.
    MeSH term(s) Alleles ; Databases, Genetic ; Datasets as Topic ; Genotype ; Genotyping Techniques/methods ; Genotyping Techniques/standards ; High-Throughput Nucleotide Sequencing/methods ; High-Throughput Nucleotide Sequencing/standards ; Humans ; Polymorphism, Single Nucleotide ; Quality Control ; Reproducibility of Results ; Whole Genome Sequencing/standards
    Language English
    Publishing date 2019-11-06
    Publishing country England
    Document type Journal Article ; Research Support, N.I.H., Extramural ; Research Support, Non-U.S. Gov't
    ZDB-ID 2615211-3
    ISSN 2045-2322 ; 2045-2322
    ISSN (online) 2045-2322
    ISSN 2045-2322
    DOI 10.1038/s41598-019-52614-7
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  10. Article ; Online: State of play in amyotrophic lateral sclerosis genetics.

    Renton, Alan E / Chiò, Adriano / Traynor, Bryan J

    Nature neuroscience

    2013  Volume 17, Issue 1, Page(s) 17–23

    Abstract: Considerable progress has been made in unraveling the genetic etiology of amyotrophic lateral sclerosis (ALS), the most common form of adult-onset motor neuron disease and the third most common neurodegenerative disease overall. Here we review genes ... ...

    Abstract Considerable progress has been made in unraveling the genetic etiology of amyotrophic lateral sclerosis (ALS), the most common form of adult-onset motor neuron disease and the third most common neurodegenerative disease overall. Here we review genes implicated in the pathogenesis of motor neuron degeneration and how this new information is changing the way we think about this fatal disorder. Specifically, we summarize current literature of the major genes underlying ALS, SOD1, TARDBP, FUS, OPTN, VCP, UBQLN2, C9ORF72 and PFN1, and evaluate the information being gleaned from genome-wide association studies. We also outline emerging themes in ALS research, such as next-generation sequencing approaches to identify de novo mutations, the genetic convergence of familial and sporadic ALS, the proposed oligogenic basis for the disease, and how each new genetic discovery is broadening the phenotype associated with the clinical entity we know as ALS.
    MeSH term(s) Adaptor Proteins, Signal Transducing ; Amyotrophic Lateral Sclerosis/genetics ; Autophagy-Related Proteins ; C9orf72 Protein ; Cell Cycle Proteins/genetics ; DNA-Binding Proteins/genetics ; Genetic Predisposition to Disease ; Genome-Wide Association Study ; Humans ; Membrane Transport Proteins ; Mutation/genetics ; Profilins/genetics ; Proteins ; RNA-Binding Protein FUS/genetics ; Superoxide Dismutase/genetics ; Superoxide Dismutase-1 ; Transcription Factor TFIIIA/genetics ; Ubiquitins/genetics
    Chemical Substances Adaptor Proteins, Signal Transducing ; Autophagy-Related Proteins ; C9orf72 Protein ; C9orf72 protein, human ; Cell Cycle Proteins ; DNA-Binding Proteins ; Membrane Transport Proteins ; OPTN protein, human ; PFN1 protein, human ; Profilins ; Proteins ; RNA-Binding Protein FUS ; SOD1 protein, human ; Transcription Factor TFIIIA ; UBQLN2 protein, human ; Ubiquitins ; Superoxide Dismutase (EC 1.15.1.1) ; Superoxide Dismutase-1 (EC 1.15.1.1)
    Language English
    Publishing date 2013-12-26
    Publishing country United States
    Document type Journal Article ; Research Support, N.I.H., Extramural ; Research Support, N.I.H., Intramural ; Review
    ZDB-ID 1420596-8
    ISSN 1546-1726 ; 1097-6256
    ISSN (online) 1546-1726
    ISSN 1097-6256
    DOI 10.1038/nn.3584
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