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1.
Cell ; 185(13): 2213-2233.e25, 2022 06 23.
Article in English | MEDLINE | ID: mdl-35750033

ABSTRACT

The impact of apolipoprotein E ε4 (APOE4), the strongest genetic risk factor for Alzheimer's disease (AD), on human brain cellular function remains unclear. Here, we investigated the effects of APOE4 on brain cell types derived from population and isogenic human induced pluripotent stem cells, post-mortem brain, and APOE targeted replacement mice. Population and isogenic models demonstrate that APOE4 local haplotype, rather than a single risk allele, contributes to risk. Global transcriptomic analyses reveal human-specific, APOE4-driven lipid metabolic dysregulation in astrocytes and microglia. APOE4 enhances de novo cholesterol synthesis despite elevated intracellular cholesterol due to lysosomal cholesterol sequestration in astrocytes. Further, matrisome dysregulation is associated with upregulated chemotaxis, glial activation, and lipid biosynthesis in astrocytes co-cultured with neurons, which recapitulates altered astrocyte matrisome signaling in human brain. Thus, APOE4 initiates glia-specific cell and non-cell autonomous dysregulation that may contribute to increased AD risk.


Subject(s)
Alzheimer Disease , Induced Pluripotent Stem Cells , Alzheimer Disease/genetics , Alzheimer Disease/metabolism , Animals , Apolipoprotein E3/genetics , Apolipoprotein E3/metabolism , Apolipoprotein E4/genetics , Apolipoprotein E4/metabolism , Apolipoproteins E/genetics , Apolipoproteins E/metabolism , Astrocytes/metabolism , Cholesterol/metabolism , Humans , Induced Pluripotent Stem Cells/metabolism , Mice , Microglia/metabolism
2.
Mol Psychiatry ; 26(9): 5040-5052, 2021 09.
Article in English | MEDLINE | ID: mdl-32433515

ABSTRACT

Aberrant connectivity of large-scale brain networks has been observed among individuals with alcohol use disorders (AUDs) as well as in those at risk, suggesting deficits in neural communication between brain regions in the liability to develop AUD. Electroencephalographical (EEG) coherence, which measures the degree of synchrony between brain regions, may be a useful measure of connectivity patterns in neural networks for studying the genetics of AUD. In 8810 individuals (6644 of European and 2166 of African ancestry) from the Collaborative Study on the Genetics of Alcoholism (COGA), we performed a Multi-Trait Analyses of genome-wide association studies (MTAG) on parietal resting-state theta (3-7 Hz) EEG coherence, which previously have been associated with AUD. We also examined developmental effects of GWAS findings on trajectories of neural connectivity in a longitudinal subsample of 2316 adolescent/young adult offspring from COGA families (ages 12-30) and examined the functional and clinical significance of GWAS variants. Six correlated single nucleotide polymorphisms located in a brain-expressed lincRNA (ENSG00000266213) on chromosome 18q23 were associated with posterior interhemispheric low theta EEG coherence (3-5 Hz). These same variants were also associated with alcohol use behavior and posterior corpus callosum volume, both in a subset of COGA and in the UK Biobank. Analyses in the subsample of COGA offspring indicated that the association of rs12954372 with low theta EEG coherence occurred only in females, most prominently between ages 25 and 30 (p < 2 × 10-9). Converging data provide support for the role of genetic variants on chromosome 18q23 in regulating neural connectivity and alcohol use behavior, potentially via dysregulated myelination. While findings were less robust, genome-wide associations were also observed with rs151174000 and parieto-frontal low theta coherence, rs14429078 and parieto-occipital interhemispheric high theta coherence, and rs116445911 with centro-parietal low theta coherence. These novel genetic findings highlight the utility of the endophenotype approach in enhancing our understanding of mechanisms underlying addiction susceptibility.


Subject(s)
Alcoholism , Genome-Wide Association Study , Adolescent , Adult , Alcoholism/genetics , Brain , Child , Electroencephalography , Endophenotypes , Female , Humans , Polymorphism, Single Nucleotide/genetics , Young Adult
3.
Mol Psychiatry ; 25(10): 2392-2409, 2020 10.
Article in English | MEDLINE | ID: mdl-30617275

ABSTRACT

Smoking is a major heritable and modifiable risk factor for many diseases, including cancer, common respiratory disorders and cardiovascular diseases. Fourteen genetic loci have previously been associated with smoking behaviour-related traits. We tested up to 235,116 single nucleotide variants (SNVs) on the exome-array for association with smoking initiation, cigarettes per day, pack-years, and smoking cessation in a fixed effects meta-analysis of up to 61 studies (up to 346,813 participants). In a subset of 112,811 participants, a further one million SNVs were also genotyped and tested for association with the four smoking behaviour traits. SNV-trait associations with P < 5 × 10-8 in either analysis were taken forward for replication in up to 275,596 independent participants from UK Biobank. Lastly, a meta-analysis of the discovery and replication studies was performed. Sixteen SNVs were associated with at least one of the smoking behaviour traits (P < 5 × 10-8) in the discovery samples. Ten novel SNVs, including rs12616219 near TMEM182, were followed-up and five of them (rs462779 in REV3L, rs12780116 in CNNM2, rs1190736 in GPR101, rs11539157 in PJA1, and rs12616219 near TMEM182) replicated at a Bonferroni significance threshold (P < 4.5 × 10-3) with consistent direction of effect. A further 35 SNVs were associated with smoking behaviour traits in the discovery plus replication meta-analysis (up to 622,409 participants) including a rare SNV, rs150493199, in CCDC141 and two low-frequency SNVs in CEP350 and HDGFRP2. Functional follow-up implied that decreased expression of REV3L may lower the probability of smoking initiation. The novel loci will facilitate understanding the genetic aetiology of smoking behaviour and may lead to the identification of potential drug targets for smoking prevention and/or cessation.


Subject(s)
Genetic Loci , Smoking/genetics , Biological Specimen Banks , Databases, Factual , Europe/ethnology , Exome , Female , Humans , Male , Polymorphism, Single Nucleotide/genetics , United Kingdom
4.
Nature ; 505(7484): 550-554, 2014 Jan 23.
Article in English | MEDLINE | ID: mdl-24336208

ABSTRACT

Genome-wide association studies (GWAS) have identified several risk variants for late-onset Alzheimer's disease (LOAD). These common variants have replicable but small effects on LOAD risk and generally do not have obvious functional effects. Low-frequency coding variants, not detected by GWAS, are predicted to include functional variants with larger effects on risk. To identify low-frequency coding variants with large effects on LOAD risk, we carried out whole-exome sequencing (WES) in 14 large LOAD families and follow-up analyses of the candidate variants in several large LOAD case-control data sets. A rare variant in PLD3 (phospholipase D3; Val232Met) segregated with disease status in two independent families and doubled risk for Alzheimer's disease in seven independent case-control series with a total of more than 11,000 cases and controls of European descent. Gene-based burden analyses in 4,387 cases and controls of European descent and 302 African American cases and controls, with complete sequence data for PLD3, reveal that several variants in this gene increase risk for Alzheimer's disease in both populations. PLD3 is highly expressed in brain regions that are vulnerable to Alzheimer's disease pathology, including hippocampus and cortex, and is expressed at significantly lower levels in neurons from Alzheimer's disease brains compared to control brains. Overexpression of PLD3 leads to a significant decrease in intracellular amyloid-ß precursor protein (APP) and extracellular Aß42 and Aß40 (the 42- and 40-residue isoforms of the amyloid-ß peptide), and knockdown of PLD3 leads to a significant increase in extracellular Aß42 and Aß40. Together, our genetic and functional data indicate that carriers of PLD3 coding variants have a twofold increased risk for LOAD and that PLD3 influences APP processing. This study provides an example of how densely affected families may help to identify rare variants with large effects on risk for disease or other complex traits.


Subject(s)
Alzheimer Disease/genetics , Genetic Predisposition to Disease/genetics , Genetic Variation/genetics , Phospholipase D/genetics , Black or African American/genetics , Age of Onset , Aged , Aged, 80 and over , Alzheimer Disease/metabolism , Amyloid beta-Peptides/metabolism , Amyloid beta-Protein Precursor/metabolism , Brain/metabolism , Case-Control Studies , Europe/ethnology , Exome/genetics , Female , Humans , Male , Peptide Fragments/metabolism , Phospholipase D/deficiency , Phospholipase D/metabolism , Protein Processing, Post-Translational/genetics , Proteolysis
5.
Addict Biol ; 23(1): 437-447, 2018 01.
Article in English | MEDLINE | ID: mdl-28032407

ABSTRACT

Cytochrome P450 2A6 (CYP2A6) encodes the enzyme responsible for the majority of nicotine metabolism. Previous studies support that slow metabolizers smoke fewer cigarettes once nicotine dependent but provide conflicting results on the role of CYP2A6 in the development of dependence. By focusing on the critical period of young adulthood, this study examines the relationship of CYP2A6 variation and smoking milestones. A total of 1209 European American young adults enrolled in the Collaborative Study on the Genetics of Alcoholism were genotyped for CYP2A6 variants to calculate a previously well-validated metric that estimates nicotine metabolism. This metric was not associated with the transition from never smoking to smoking initiation nor with the transition from initiation to daily smoking (P > 0.4). But among young adults who had become daily smokers (n = 506), decreased metabolism was associated with increased risk of nicotine dependence (P = 0.03) (defined as Fagerström Test for Nicotine Dependence score ≥4). This finding was replicated in the Collaborative Genetic Study of Nicotine Dependence with 335 young adult daily smokers (P = 0.02). Secondary meta-analysis indicated that slow metabolizers had a 53 percent increased odds (OR = 1.53, 95 percent CI 1.11-2.11, P = 0.009) of developing nicotine dependence compared with normal metabolizers. Furthermore, secondary analyses examining four-level response of time to first cigarette after waking (>60, 31-60, 6-30, ≤5 minutes) demonstrated a robust effect of the metabolism metric in Collaborative Study on the Genetics of Alcoholism (P = 0.03) and Collaborative Genetic Study of Nicotine Dependence (P = 0.004), illustrating the important role of this measure of dependence. These findings highlight the complex role of CYP2A6 variation across different developmental stages of smoking behaviors.


Subject(s)
Cigarette Smoking/genetics , Cytochrome P-450 CYP2A6/genetics , Tobacco Use Disorder/genetics , Adult , Female , Humans , Male , Odds Ratio , Polymorphism, Single Nucleotide , White People/genetics , Young Adult
6.
Acta Neuropathol ; 133(5): 839-856, 2017 05.
Article in English | MEDLINE | ID: mdl-28247064

ABSTRACT

More than 20 genetic loci have been associated with risk for Alzheimer's disease (AD), but reported genome-wide significant loci do not account for all the estimated heritability and provide little information about underlying biological mechanisms. Genetic studies using intermediate quantitative traits such as biomarkers, or endophenotypes, benefit from increased statistical power to identify variants that may not pass the stringent multiple test correction in case-control studies. Endophenotypes also contain additional information helpful for identifying variants and genes associated with other aspects of disease, such as rate of progression or onset, and provide context to interpret the results from genome-wide association studies (GWAS). We conducted GWAS of amyloid beta (Aß42), tau, and phosphorylated tau (ptau181) levels in cerebrospinal fluid (CSF) from 3146 participants across nine studies to identify novel variants associated with AD. Five genome-wide significant loci (two novel) were associated with ptau181, including loci that have also been associated with AD risk or brain-related phenotypes. Two novel loci associated with Aß42 near GLIS1 on 1p32.3 (ß = -0.059, P = 2.08 × 10-8) and within SERPINB1 on 6p25 (ß = -0.025, P = 1.72 × 10-8) were also associated with AD risk (GLIS1: OR = 1.105, P = 3.43 × 10-2), disease progression (GLIS1: ß = 0.277, P = 1.92 × 10-2), and age at onset (SERPINB1: ß = 0.043, P = 4.62 × 10-3). Bioinformatics indicate that the intronic SERPINB1 variant (rs316341) affects expression of SERPINB1 in various tissues, including the hippocampus, suggesting that SERPINB1 influences AD through an Aß-associated mechanism. Analyses of known AD risk loci suggest CLU and FERMT2 may influence CSF Aß42 (P = 0.001 and P = 0.009, respectively) and the INPP5D locus may affect ptau181 levels (P = 0.009); larger studies are necessary to verify these results. Together the findings from this study can be used to inform future AD studies.


Subject(s)
Alzheimer Disease/genetics , Amyloid beta-Peptides/genetics , Genetic Predisposition to Disease , Genome-Wide Association Study , tau Proteins/genetics , Adult , Aged , Aged, 80 and over , Alzheimer Disease/cerebrospinal fluid , Apolipoproteins E/genetics , Biomarkers/analysis , Disease Progression , Endophenotypes/cerebrospinal fluid , Genetic Loci , Genotype , Humans , Middle Aged , Risk Factors , tau Proteins/cerebrospinal fluid
7.
Alzheimer Dis Assoc Disord ; 31(3): 232-238, 2017.
Article in English | MEDLINE | ID: mdl-27849641

ABSTRACT

OBJECTIVE: The objective was to determine whether symptomatic and asymptomatic persons with Alzheimer disease (AD) neuropathology have different allele counts for single-nucleotide polymorphisms that have been associated with clinical late-onset AD. METHODS: Data came from the National Alzheimer's Coordinating Center Uniform Data Set and Neuropathology Data Set, and the Alzheimer's Disease Genetics Consortium (ADGC). Participants had low to high AD neuropathologic change. The 22 known/suspected genes associated with late-onset AD were considered. "Symptomatic" was defined as Clinical Dementia Rating global score >0. RESULTS: Sixty-eight asymptomatic and 521 symptomatic participants met inclusion criteria. Single-nucleotide polymorphisms associated with ABCA7 [odds ratio (OR)=1.66; 95% confidence interval (CI), 1.03-2.85] and MAPT (OR=2.18; CI, 1.26-3.77) were associated with symptomatic status. In stratified analyses, loci containing CD2AP (OR=0.35; 95% CI, 0.16-0.74), ZCWPW1 (OR=2.98; 95% CI, 1.34-6.86), and MAPT (OR=3.73, 95% CI, 1.30-11.76) were associated with symptomatic status in APOE e4 carriers. CONCLUSIONS: These findings potentially explain some of the variation in whether a person with AD neuropathology expresses symptoms. Understanding why some people remain cognitively normal despite having AD neuropathology could identify pathways to disease heterogeneity and guide treatment trials.


Subject(s)
Alzheimer Disease/genetics , Asymptomatic Diseases , Databases, Genetic , Polymorphism, Single Nucleotide/genetics , ATP-Binding Cassette Transporters/genetics , Aged , Aged, 80 and over , Alzheimer Disease/diagnosis , Alzheimer Disease/psychology , Asymptomatic Diseases/psychology , Female , Humans , Male , Middle Aged
8.
PLoS Genet ; 10(10): e1004758, 2014 Oct.
Article in English | MEDLINE | ID: mdl-25340798

ABSTRACT

Cerebrospinal fluid (CSF) 42 amino acid species of amyloid beta (Aß42) and tau levels are strongly correlated with the presence of Alzheimer's disease (AD) neuropathology including amyloid plaques and neurodegeneration and have been successfully used as endophenotypes for genetic studies of AD. Additional CSF analytes may also serve as useful endophenotypes that capture other aspects of AD pathophysiology. Here we have conducted a genome-wide association study of CSF levels of 59 AD-related analytes. All analytes were measured using the Rules Based Medicine Human DiscoveryMAP Panel, which includes analytes relevant to several disease-related processes. Data from two independently collected and measured datasets, the Knight Alzheimer's Disease Research Center (ADRC) and Alzheimer's Disease Neuroimaging Initiative (ADNI), were analyzed separately, and combined results were obtained using meta-analysis. We identified genetic associations with CSF levels of 5 proteins (Angiotensin-converting enzyme (ACE), Chemokine (C-C motif) ligand 2 (CCL2), Chemokine (C-C motif) ligand 4 (CCL4), Interleukin 6 receptor (IL6R) and Matrix metalloproteinase-3 (MMP3)) with study-wide significant p-values (p<1.46×10-10) and significant, consistent evidence for association in both the Knight ADRC and the ADNI samples. These proteins are involved in amyloid processing and pro-inflammatory signaling. SNPs associated with ACE, IL6R and MMP3 protein levels are located within the coding regions of the corresponding structural gene. The SNPs associated with CSF levels of CCL4 and CCL2 are located in known chemokine binding proteins. The genetic associations reported here are novel and suggest mechanisms for genetic control of CSF and plasma levels of these disease-related proteins. Significant SNPs in ACE and MMP3 also showed association with AD risk. Our findings suggest that these proteins/pathways may be valuable therapeutic targets for AD. Robust associations in cognitively normal individuals suggest that these SNPs also influence regulation of these proteins more generally and may therefore be relevant to other diseases.


Subject(s)
Alzheimer Disease/genetics , Amyloid beta-Peptides/genetics , Matrix Metalloproteinase 3/genetics , Renin/genetics , Alzheimer Disease/blood , Alzheimer Disease/cerebrospinal fluid , Alzheimer Disease/pathology , Amyloid beta-Peptides/cerebrospinal fluid , Blood Proteins/genetics , Chemokine CCL2/genetics , Chemokine CCL4/genetics , Female , Genome-Wide Association Study , Humans , Male , Nerve Growth Factor/genetics , Polymorphism, Single Nucleotide , Receptors, Interleukin-6/genetics , Receptors, Lipoprotein/genetics , tau Proteins/cerebrospinal fluid , tau Proteins/genetics
9.
Hum Mol Genet ; 23(21): 5838-46, 2014 Nov 01.
Article in English | MEDLINE | ID: mdl-24899047

ABSTRACT

The triggering receptor expressed on myeloid 2 (TREM2) is an immune phagocytic receptor expressed on brain microglia known to trigger phagocytosis and regulate the inflammatory response. Homozygous mutations in TREM2 cause Nasu-Hakola disease, a rare recessive form of dementia. A heterozygous TREM2 variant, p.R47H, was recently shown to increase Alzheimer''s disease (AD) risk. We hypothesized that if TREM2 is truly an AD risk gene, there would be additional rare variants in TREM2 that substantially affect AD risk. To test this hypothesis, we performed pooled sequencing of TREM2 coding regions in 2082 AD cases and 1648 cognitively normal elderly controls of European American descent. We identified 16 non-synonymous variants, six of which were not identified in previous AD studies. Two variants, p.R47H [P = 9.17 × 10(-4), odds ratio (OR) = 2.63 (1.44-4.81)] and p.R62H [P = 2.36 × 10(-4), OR = 2.36 (1.47-3.80)] were significantly associated with disease risk in single-variant analyses. Gene-based tests demonstrate variants in TREM2 are genome-wide significantly associated with AD [PSKAT-O = 5.37 × 10(-7); OR = 2.55 (1.80-3.67)]. The association of TREM2 variants with AD is still highly significant after excluding p.R47H [PSKAT-O = 7.72 × 10(-5); OR = 2.47 (1.62-3.87)], indicating that additional TREM2 variants affect AD risk. Genotyping in available family members of probands suggested that p.R47H (P = 4.65 × 10(-2)) and p.R62H (P = 6.87 × 10(-3)) were more frequently seen in AD cases versus controls within these families. Gel electrophoresis analysis confirms that at least three TREM2 transcripts are expressed in human brains, including one encoding a soluble form of TREM2.


Subject(s)
Alzheimer Disease/genetics , Genetic Variation , Membrane Glycoproteins/genetics , Open Reading Frames , Receptors, Immunologic/genetics , Adult , Aged , Aged, 80 and over , Alternative Splicing , Alzheimer Disease/diagnosis , Amino Acid Sequence , Brain/metabolism , Brain/pathology , Case-Control Studies , Female , Genetic Association Studies , Genetic Predisposition to Disease , Humans , Male , Membrane Glycoproteins/chemistry , Middle Aged , Molecular Sequence Data , Polymorphism, Single Nucleotide , Receptors, Immunologic/chemistry , Risk , Sequence Alignment
10.
BMC Neurol ; 16(1): 217, 2016 Nov 10.
Article in English | MEDLINE | ID: mdl-27832767

ABSTRACT

BACKGROUND: Alzheimer's disease (AD) pathology appears several years before clinical symptoms, so identifying ways to detect individuals in the preclinical stage is imperative. The cerebrospinal fluid (CSF) Tau/Aß42 ratio is currently the best known predictor of AD status and cognitive decline, and the ratio of CSF levels of chitinase-3-like 1 protein (CHI3L1, YKL-40) and amyloid beta (Aß42) were reported as predictive, but individual variability and group overlap inhibits their utility for individual diagnosis making it necessary to find ways to improve sensitivity of these biomarkers. METHODS: We used linear regression to identify genetic loci associated with CSF YKL-40 levels in 379 individuals (80 cognitively impaired and 299 cognitively normal) from the Charles F and Joanne Knight Alzheimer's Disease Research Center. We tested correlations between YKL-40 and CSF Tau/Aß42 ratio, Aß42, tau, and phosphorylated tau (ptau181). We used studentized residuals from a linear regression model of the log-transformed, standardized protein levels and the additive reference allele counts from the most significant locus to adjust YKL-40 values and tested the differences in correlations with CSF Tau/Aß42 ratio, Aß42, tau, and ptau181. RESULTS: We found that genetic variants on the CH13L1 locus were significantly associated with CSF YKL-40 levels, but not AD risk, age at onset, or disease progression. The most significant variant is a reported expression quantitative trait locus for CHI3L1, the gene which encodes YKL-40, and explained 12.74 % of the variance in CSF YKL-40 in our study. YKL-40 was positively correlated with ptau181 (r = 0.521) and the strength of the correlation significantly increased with the addition of genetic information (r = 0.573, p = 0.006). CONCLUSIONS: CSF YKL-40 levels are likely a biomarker for AD, but we found no evidence that they are an AD endophenotype. YKL-40 levels are highly regulated by genetic variation, and by including genetic information the strength of the correlation between YKL-40 and ptau181 levels is significantly improved. Our results suggest that studies of potential biomarkers may benefit from including genetic information.


Subject(s)
Alzheimer Disease/cerebrospinal fluid , Biomarkers/cerebrospinal fluid , Chitinase-3-Like Protein 1/cerebrospinal fluid , Chitinase-3-Like Protein 1/genetics , Aged , Alzheimer Disease/diagnosis , Amyloid beta-Peptides/cerebrospinal fluid , Disease Progression , Female , Genetic Loci , Humans , Linear Models , Male , tau Proteins/cerebrospinal fluid
11.
PLoS Genet ; 9(8): e1003685, 2013.
Article in English | MEDLINE | ID: mdl-23990795

ABSTRACT

The primary constituents of plaques (Aß42/Aß40) and neurofibrillary tangles (tau and phosphorylated forms of tau [ptau]) are the current leading diagnostic and prognostic cerebrospinal fluid (CSF) biomarkers for AD. In this study, we performed deep sequencing of APP, PSEN1, PSEN2, GRN, APOE and MAPT genes in individuals with extreme CSF Aß42, tau, or ptau levels. One known pathogenic mutation (PSEN1 p.A426P), four high-risk variants for AD (APOE p.L46P, MAPT p.A152T, PSEN2 p.R62H and p.R71W) and nine novel variants were identified. Surprisingly, a coding variant in PSEN1, p.E318G (rs17125721-G) exhibited a significant association with high CSF tau (p = 9.2 × 10(-4)) and ptau (p = 1.8 × 10(-3)) levels. The association of the p.E318G variant with Aß deposition was observed in APOE-ε4 allele carriers. Furthermore, we found that in a large case-control series (n = 5,161) individuals who are APOE-ε4 carriers and carry the p.E318G variant are at a risk of developing AD (OR = 10.7, 95% CI = 4.7-24.6) that is similar to APOE-ε4 homozygous (OR = 9.9, 95% CI = 7.2.9-13.6), and double the risk for APOE-ε4 carriers that do not carry p.E318G (OR = 3.9, 95% CI = 3.4-4.4). The p.E318G variant is present in 5.3% (n = 30) of the families from a large clinical series of LOAD families (n = 565) and exhibited a higher frequency in familial LOAD (MAF = 2.5%) than in sporadic LOAD (MAF = 1.6%) (p = 0.02). Additionally, we found that in the presence of at least one APOE-ε4 allele, p.E318G is associated with more Aß plaques and faster cognitive decline. We demonstrate that the effect of PSEN1, p.E318G on AD susceptibility is largely dependent on an interaction with APOE-ε4 and mediated by an increased burden of Aß deposition.


Subject(s)
Alzheimer Disease/genetics , Amyloid beta-Peptides/genetics , Apolipoprotein E4/genetics , Presenilin-1/genetics , Adult , Aged , Aged, 80 and over , Alzheimer Disease/pathology , Amyloid beta-Peptides/metabolism , Female , Heterozygote , High-Throughput Nucleotide Sequencing , Humans , Male , Middle Aged , Mutation , tau Proteins/cerebrospinal fluid , tau Proteins/genetics
12.
Addict Biol ; 20(3): 617-27, 2015 May.
Article in English | MEDLINE | ID: mdl-24832863

ABSTRACT

Alcohol and drug use disorders are individually heritable (50%). Twin studies indicate that alcohol and substance use disorders share common genetic influences, and therefore may represent a more heritable form of addiction and thus be more powerful for genetic studies. This study utilized data from 2322 subjects from 118 European-American families in the Collaborative Study on the Genetics of Alcoholism sample to conduct genome-wide association analysis of a binary and a continuous index of general substance dependence liability. The binary phenotype (ANYDEP) was based on meeting lifetime criteria for any DSM-IV dependence on alcohol, cannabis, cocaine or opioids. The quantitative trait (QUANTDEP) was constructed from factor analysis based on endorsement across the seven DSM-IV criteria for each of the four substances. Heritability was estimated to be 54% for ANYDEP and 86% for QUANTDEP. One single-nucleotide polymorphism (SNP), rs2952621 in the uncharacterized gene LOC151121 on chromosome 2, was associated with ANYDEP (P = 1.8 × 10(-8) ), with support from surrounding imputed SNPs and replication in an independent sample [Study of Addiction: Genetics and Environment (SAGE); P = 0.02]. One SNP, rs2567261 in ARHGAP28 (Rho GTPase-activating protein 28), was associated with QUANTDEP (P = 3.8 × 10(-8) ), and supported by imputed SNPs in the region, but did not replicate in an independent sample (SAGE; P = 0.29). The results of this study provide evidence that there are common variants that contribute to the risk for a general liability to substance dependence.


Subject(s)
GTPase-Activating Proteins/genetics , Polymorphism, Single Nucleotide/genetics , Substance-Related Disorders/genetics , Adolescent , Female , Genetic Predisposition to Disease/genetics , Genome-Wide Association Study , Genotype , Humans , Male , Phenotype , Young Adult
13.
Hum Mol Genet ; 21(20): 4558-71, 2012 Oct 15.
Article in English | MEDLINE | ID: mdl-22821396

ABSTRACT

The apolipoprotein E (APOE) genotype is the major genetic risk factor for Alzheimer's disease (AD). We have access to cerebrospinal fluid (CSF) and plasma APOE protein levels from 641 individuals and genome-wide genotyped data from 570 of these samples. The aim of this study was to test whether CSF or plasma APOE levels could be a useful endophenotype for AD and to identify genetic variants associated with APOE levels. We found that CSF (P = 8.15 × 10(-4)) but not plasma (P = 0.071) APOE protein levels are significantly associated with CSF Aß(42) levels. We used Mendelian randomization and genetic variants as instrumental variables to confirm that the association of CSF APOE with CSF Aß(42) levels and clinical dementia rating (CDR) is not because of a reverse causation or confounding effect. In addition the association of CSF APOE with Aß(42) levels was independent of the APOE ε4 genotype, suggesting that APOE levels in CSF may be a useful endophenotype for AD. We performed a genome-wide association study to identify genetic variants associated with CSF APOE levels: the APOE ε4 genotype was the strongest single-genetic factor associated with CSF APOE protein levels (P = 6.9 × 10(-13)). In aggregate, the Illumina chip single nucleotide polymorphisms explain 72% of the variability in CSF APOE protein levels, whereas the APOE ε4 genotype alone explains 8% of the variability. No other genetic variant reached the genome-wide significance threshold, but nine additional variants exhibited a P-value <10(-6). Pathway mining analysis indicated that these nine additional loci are involved in lipid metabolism (P = 4.49 × 10(-9)).


Subject(s)
Alzheimer Disease/genetics , Apolipoproteins E/cerebrospinal fluid , Apolipoproteins E/genetics , Phenotype , Aged , Aged, 80 and over , Case-Control Studies , Female , Genotype , Humans , Male , Middle Aged
14.
Alcohol Clin Exp Res ; 38(2): 354-66, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24015780

ABSTRACT

BACKGROUND: Despite the high heritability of alcohol dependence (AD), the genes found to be associated with it account for only a small proportion of its total variability. The goal of this study was to identify and analyze phenotypes based on homogeneous classes of individuals to increase the power to detect genetic risk factors contributing to the risk of AD. METHODS: The 7 individual DSM-IV criteria for AD were analyzed using latent class analysis (LCA) to identify classes defined by the pattern of endorsement of the criteria. A genome-wide association study was performed in 118 extended European American families (n = 2,322 individuals) densely affected with AD to identify genes associated with AD, with each of the 7 DSM-IV criteria, and with the probability of belonging to 2 of 3 latent classes. RESULTS: Heritability for DSM-IV AD was 61% and ranged from 17 to 60% for the other phenotypes. A single nucleotide polymorphism (SNP) in the olfactory receptor OR51L1 was significantly associated (7.3 × 10(-8) ) with the DSM-IV criterion of persistent desire to, or inability to, cut down on drinking. LCA revealed a 3-class model: the "low-risk" class (50%) rarely endorsed any criteria and none met criteria for AD; the "moderate-risk" class (33%) endorsed primarily 4 DSM-IV criteria and 48% met criteria for AD; and the "high-risk" class (17%) manifested high endorsement probabilities for most criteria and nearly all (99%) met criteria for AD. One SNP in a sodium leak channel NALCN demonstrated genome-wide significance with the high-risk class (p = 4.1 × 10(-8) ). Analyses in an independent sample did not replicate these associations. CONCLUSIONS: We explored the genetic contribution to several phenotypes derived from the DSM-IV AD criteria. The strongest evidence of association was with SNPs in NALCN and OR51L1.


Subject(s)
Alcoholism/genetics , Alcoholism/psychology , Family , Adult , Alcohol Drinking/genetics , Alcohol Drinking/psychology , Clinical Trials Data Monitoring Committees , Diagnostic and Statistical Manual of Mental Disorders , Female , Genome-Wide Association Study , Genotype , Humans , Ion Channels , Linkage Disequilibrium , Male , Membrane Proteins , Middle Aged , Phenotype , Polymorphism, Single Nucleotide , Risk Factors , Sodium Channels/genetics , United States , White People
15.
Hum Genet ; 132(10): 1141-51, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23743675

ABSTRACT

Maximum number of alcoholic drinks consumed in a 24-h period (maxdrinks) is a heritable (>50 %) trait and is strongly correlated with vulnerability to excessive alcohol consumption and subsequent alcohol dependence (AD). Several genome-wide association studies (GWAS) have studied alcohol dependence, but few have concentrated on excessive alcohol consumption. We performed two GWAS using maxdrinks as an excessive alcohol consumption phenotype: one in 118 extended families (N = 2,322) selected from the Collaborative Study on the Genetics of Alcoholism (COGA), and the other in a case-control sample (N = 2,593) derived from the Study of Addiction: Genes and Environment (SAGE). The strongest association in the COGA families was detected with rs9523562 (p = 2.1 × 10(-6)) located in an intergenic region on chromosome 13q31.1; the strongest association in the SAGE dataset was with rs67666182 (p = 7.1 × 10(-7)), located in an intergenic region on chromosome 8. We also performed a meta-analysis with these two GWAS and demonstrated evidence of association in both datasets for the LMO1 (p = 7.2 × 10(-7)) and PLCL1 genes (p = 4.1 × 10(-6)) with maxdrinks. A variant in AUTS2 and variants in INADL, C15orf32 and HIP1 that were associated with measures of alcohol consumption in a meta-analysis of GWAS studies and a GWAS of alcohol consumption factor score also showed nominal association in the current meta-analysis. The present study has identified several loci that warrant further examination in independent samples. Among the top SNPs in each of the dataset (p ≤ 10(-4)) far more showed the same direction of effect in the other dataset than would be expected by chance (p = 2 × 10(-3), 3 × 10(-6)), suggesting that there are true signals among these top SNPs, even though no SNP reached genome-wide levels of significance.


Subject(s)
Alcohol Drinking/genetics , Alcoholism/genetics , Genetic Loci , Genome, Human , Genome-Wide Association Study , Adult , Chromosomes, Human, Pair 13/genetics , DNA-Binding Proteins/genetics , Female , Gene-Environment Interaction , Genetic Predisposition to Disease , Genetics, Population/methods , Humans , LIM Domain Proteins/genetics , Male , Middle Aged , Pedigree , Phenotype , Phosphoinositide Phospholipase C/genetics , Polymorphism, Single Nucleotide , Transcription Factors/genetics
16.
PLoS Genet ; 6(9): e1001101, 2010 Sep 16.
Article in English | MEDLINE | ID: mdl-20862329

ABSTRACT

Alzheimer's Disease (AD) is a complex and multifactorial disease. While large genome-wide association studies have had some success in identifying novel genetic risk factors for AD, case-control studies are less likely to uncover genetic factors that influence progression of disease. An alternative approach to identifying genetic risk for AD is the use of quantitative traits or endophenotypes. The use of endophenotypes has proven to be an effective strategy, implicating genetic risk factors in several diseases, including anemia, osteoporosis and heart disease. In this study we identify a genetic factor associated with the rate of decline in AD patients and present a methodology for identification of other such factors. We have used an established biomarker for AD, cerebrospinal fluid (CSF) tau phosphorylated at threonine 181 (ptau(181)) levels as an endophenotype for AD, identifying a SNP, rs1868402, in the gene encoding the regulatory sub-unit of protein phosphatase B, associated with CSF ptau(181) levels in two independent CSF series (P(combined) = 1.17 x 10(-05)). We show no association of rs1868402 with risk for AD or age at onset, but detected a very significant association with rate of progression of disease that is consistent in two independent series (P(combined) = 1.17 x 10(-05)). Our analyses suggest that genetic variants associated with CSF ptau(181) levels may have a greater impact on rate of progression, while genetic variants such as APOE4, that are associated with CSF Aß(42) levels influence risk and onset but not the rate of progression. Our results also suggest that drugs that inhibit or decrease tau phosphorylation may slow cognitive decline in individuals with very mild dementia or delay the appearance of memory problems in elderly individuals with low CSF Aß(42) levels. Finally, we believe genome-wide association studies of CSF tau/ptau(181) levels should identify novel genetic variants which will likely influence rate of progression of AD.


Subject(s)
Alzheimer Disease/cerebrospinal fluid , Alzheimer Disease/genetics , Disease Progression , Genetic Predisposition to Disease , Phosphoproteins/cerebrospinal fluid , Polymorphism, Single Nucleotide/genetics , tau Proteins/cerebrospinal fluid , Age of Onset , Aged , Aged, 80 and over , Alzheimer Disease/epidemiology , Alzheimer Disease/pathology , Amyloid beta-Peptides/cerebrospinal fluid , Amyloid beta-Peptides/metabolism , Biomarkers/metabolism , Calcineurin/genetics , Calcineurin/metabolism , Female , Gene Expression Regulation , Humans , Male , Middle Aged , Peptide Fragments/cerebrospinal fluid , Peptide Fragments/metabolism , Phosphoproteins/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , Reproducibility of Results , Risk Factors , Survival Analysis , Washington/epidemiology , tau Proteins/metabolism
17.
Proc Natl Acad Sci U S A ; 107(11): 5082-7, 2010 Mar 16.
Article in English | MEDLINE | ID: mdl-20202923

ABSTRACT

Excessive alcohol consumption is one of the leading causes of preventable death in the United States. Approximately 14% of those who use alcohol meet criteria during their lifetime for alcohol dependence, which is characterized by tolerance, withdrawal, inability to stop drinking, and continued drinking despite serious psychological or physiological problems. We explored genetic influences on alcohol dependence among 1,897 European-American and African-American subjects with alcohol dependence compared with 1,932 unrelated, alcohol-exposed, nondependent controls. Constitutional DNA of each subject was genotyped using the Illumina 1M beadchip. Fifteen SNPs yielded P < 10(-5), but in two independent replication series, no SNP passed a replication threshold of P < 0.05. Candidate gene GABRA2, which encodes the GABA receptor alpha2 subunit, was evaluated independently. Five SNPs at GABRA2 yielded nominal (uncorrected) P < 0.05, with odds ratios between 1.11 and 1.16. Further dissection of the alcoholism phenotype, to disentangle the influence of comorbid substance-use disorders, will be a next step in identifying genetic variants associated with alcohol dependence.


Subject(s)
Alcoholism/genetics , Genome-Wide Association Study , Adult , Case-Control Studies , Family , Female , Humans , Male , Odds Ratio , Polymorphism, Single Nucleotide/genetics , Receptors, GABA-A/genetics , Reproducibility of Results
18.
Mol Neurodegener ; 17(1): 48, 2022 07 15.
Article in English | MEDLINE | ID: mdl-35841044

ABSTRACT

BACKGROUND: Parkinson's disease (PD) is genetically associated with the H1 haplotype of the MAPT 17q.21.31 locus, although the causal gene and variants underlying this association have not been identified. METHODS: To better understand the genetic contribution of this region to PD and to identify novel mechanisms conferring risk for the disease, we fine-mapped the 17q21.31 locus by constructing discrete haplotype blocks from genetic data. We used digital PCR to assess copy number variation associated with PD-associated blocks, and used human brain postmortem RNA-seq data to identify candidate genes that were then further investigated using in vitro models and human brain tissue. RESULTS: We identified three novel H1 sub-haplotype blocks across the 17q21.31 locus associated with PD risk. Protective sub-haplotypes were associated with increased LRRC37A/2 copy number and expression in human brain tissue. We found that LRRC37A/2 is a membrane-associated protein that plays a role in cellular migration, chemotaxis and astroglial inflammation. In human substantia nigra, LRRC37A/2 was primarily expressed in astrocytes, interacted directly with soluble α-synuclein, and co-localized with Lewy bodies in PD brain tissue. CONCLUSION: These data indicate that a novel candidate gene, LRRC37A/2, contributes to the association between the 17q21.31 locus and PD via its interaction with α-synuclein and its effects on astrocytic function and inflammatory response. These data are the first to associate the genetic association at the 17q21.31 locus with PD pathology, and highlight the importance of variation at the 17q21.31 locus in the regulation of multiple genes other than MAPT and KANSL1, as well as its relevance to non-neuronal cell types.


Subject(s)
Parkinson Disease , Astrocytes/pathology , DNA Copy Number Variations/genetics , Genetic Predisposition to Disease , Haplotypes , Humans , Parkinson Disease/genetics , Parkinson Disease/pathology , Polymorphism, Single Nucleotide , alpha-Synuclein/genetics , tau Proteins/genetics
19.
Hum Mol Genet ; 18(16): 3125-35, 2009 Aug 15.
Article in English | MEDLINE | ID: mdl-19443489

ABSTRACT

Nicotine dependence risk and lung cancer risk are associated with variants in a region of chromosome 15 encompassing genes encoding the nicotinic receptor subunits CHRNA5, CHRNA3 and CHRNB4. To identify potential biological mechanisms that underlie this risk, we tested for cis-acting eQTLs for CHRNA5, CHRNA3 and CHRNB4 in human brain. Using gene expression and disease association studies, we provide evidence that both nicotine-dependence risk and lung cancer risk are influenced by functional variation in CHRNA5. We demonstrated that the risk allele of rs16969968 primarily occurs on the low mRNA expression allele of CHRNA5. The non-risk allele at rs16969968 occurs on both high and low expression alleles tagged by rs588765 within CHRNA5. When the non-risk allele occurs on the background of low mRNA expression of CHRNA5, the risk for nicotine dependence and lung cancer is significantly lower compared to those with the higher mRNA expression. Together, these variants identify three levels of risk associated with CHRNA5. We conclude that there are at least two distinct mechanisms conferring risk for nicotine dependence and lung cancer: altered receptor function caused by a D398N amino acid variant in CHRNA5 (rs16969968) and variability in CHRNA5 mRNA expression.


Subject(s)
Amino Acid Substitution , Gene Expression , Lung Neoplasms/genetics , Receptors, Nicotinic/genetics , Tobacco Use Disorder/genetics , Alleles , Brain/metabolism , Cohort Studies , Female , Humans , Lung Neoplasms/metabolism , Male , RNA, Messenger/genetics , RNA, Messenger/metabolism , Receptors, Nicotinic/metabolism , Risk Factors , Tobacco Use Disorder/metabolism
20.
Proc Natl Acad Sci U S A ; 105(23): 8050-4, 2008 Jun 10.
Article in English | MEDLINE | ID: mdl-18541914

ABSTRACT

There is substantial evidence that cerebrospinal fluid (CSF) levels of both Abeta42 and tau/ptau are promising biomarkers for Alzheimer's disease (AD). We show that both Abeta and tau exhibit more than 10-fold interindividual variation in CSF levels suggesting that these biomarkers may also be effectively used as endophenotypes for genetic studies of AD. To test the role of common variation in the gene encoding microtubule associated protein tau (MAPT) in influencing CSF tau/ptau levels, we genotyped 21 MAPT single nucleotide polymorphisms (SNPs) in 313 individuals and tested for association with CSF tau/ptau levels. We identified alleles of several SNPs that show association with increased CSF tau/ptau levels. When CSF Abeta42 levels were used to stratify the sample into those with and without likely Abeta deposition in the brain the association was only observed in individuals with evidence of Abeta deposition. This association was replicated in an independent CSF series. When these SNPs were evaluated in a late-onset AD case control series the alleles associated with higher CSF tau/ptau were associated with an earlier age at onset but had no effect on risk for AD. In vivo gene expression studies show that these alleles are associated with increased MAPT mRNA levels in individuals with evidence of brain Abeta deposition. This endophenotype-based approach provides evidence for a gene (MAPT SNPs)-physiological environment (Abeta deposition) interaction that places changes in CSF tau after Abeta deposition and suggest that this interaction predisposes for the development of tauopathy and accelerated disease progression.


Subject(s)
Amyloid beta-Peptides/metabolism , Polymorphism, Single Nucleotide/genetics , tau Proteins/cerebrospinal fluid , Adult , Age of Onset , Aged , Aged, 80 and over , Alleles , Female , Gene Expression Regulation , Haplotypes , Homozygote , Humans , Male , Middle Aged , RNA, Messenger/genetics , RNA, Messenger/metabolism , Survival Analysis , tau Proteins/genetics
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