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2.
Psychol Med ; 48(7): 1201-1208, 2018 05.
Article in English | MEDLINE | ID: mdl-28942743

ABSTRACT

BACKGROUND: Family history is a long-standing and readily obtainable risk factor for schizophrenia (SCZ). Low-cost genotyping technologies have enabled large genetic studies of SCZ, and the results suggest the utility of genetic risk scores (GRS, direct assessments of inherited common variant risk). Few studies have evaluated family history and GRS simultaneously to ask whether one can explain away the other. METHODS: We studied 5959 SCZ cases and 8717 controls from four Nordic countries. All subjects had family history data from national registers and genome-wide genotypes that were processed through the quality control procedures used by the Psychiatric Genomics Consortium. Using external training data, GRS were estimated for SCZ, bipolar disorder (BIP), major depression, autism, educational attainment, and body mass index. Multivariable modeling was used to estimate effect sizes. RESULTS: Using harmonized genomic and national register data from Denmark, Estonia, Norway, and Sweden, we confirmed that family history of SCZ and GRS for SCZ and BIP were risk factors for SCZ. In a joint model, the effects of GRS for SCZ and BIP were essentially unchanged, and the effect of family history was attenuated but remained significant. The predictive capacity of a model including GRS and family history neared the minimum for clinical utility. CONCLUSIONS: Combining national register data with measured genetic risk factors represents an important investigative approach for psychotic disorders. Our findings suggest the potential clinical utility of combining GRS and family history for early prediction and diagnostic improvements.


Subject(s)
Genetic Predisposition to Disease , Medical History Taking , Risk Assessment/methods , Schizophrenia/genetics , Adult , Case-Control Studies , Estonia , Female , Genome-Wide Association Study , Humans , Logistic Models , Male , Middle Aged , Multivariate Analysis , Registries , Risk Factors , Scandinavian and Nordic Countries
3.
Mol Psychiatry ; 22(12): 1680-1690, 2017 Dec.
Article in English | MEDLINE | ID: mdl-29086770

ABSTRACT

The epigenome is associated with biological factors, such as disease status, and environmental factors, such as smoking, alcohol consumption and body mass index. Although there is a widespread perception that environmental influences on the epigenome are pervasive and profound, there has been little evidence to date in humans with respect to environmental factors that are biologically distal. Here we provide evidence on the associations between epigenetic modifications-in our case, CpG methylation-and educational attainment (EA), a biologically distal environmental factor that is arguably among the most important life-shaping experiences for individuals. Specifically, we report the results of an epigenome-wide association study meta-analysis of EA based on data from 27 cohort studies with a total of 10 767 individuals. We find nine CpG probes significantly associated with EA. However, robustness analyses show that all nine probes have previously been found to be associated with smoking. Only two associations remain when we perform a sensitivity analysis in the subset of never-smokers, and these two probes are known to be strongly associated with maternal smoking during pregnancy, and thus their association with EA could be due to correlation between EA and maternal smoking. Moreover, the effect sizes of the associations with EA are far smaller than the known associations with the biologically proximal environmental factors alcohol consumption, body mass index, smoking and maternal smoking during pregnancy. Follow-up analyses that combine the effects of many probes also point to small methylation associations with EA that are highly correlated with the combined effects of smoking. If our findings regarding EA can be generalized to other biologically distal environmental factors, then they cast doubt on the hypothesis that such factors have large effects on the epigenome.


Subject(s)
Academic Success , Epigenesis, Genetic , CpG Islands , DNA Methylation , Genetic Association Studies , Humans , Multifactorial Inheritance
4.
Transl Psychiatry ; 6: e769, 2016 Mar 29.
Article in English | MEDLINE | ID: mdl-27023175

ABSTRACT

Cannabis is the most widely produced and consumed illicit psychoactive substance worldwide. Occasional cannabis use can progress to frequent use, abuse and dependence with all known adverse physical, psychological and social consequences. Individual differences in cannabis initiation are heritable (40-48%). The International Cannabis Consortium was established with the aim to identify genetic risk variants of cannabis use. We conducted a meta-analysis of genome-wide association data of 13 cohorts (N=32 330) and four replication samples (N=5627). In addition, we performed a gene-based test of association, estimated single-nucleotide polymorphism (SNP)-based heritability and explored the genetic correlation between lifetime cannabis use and cigarette use using LD score regression. No individual SNPs reached genome-wide significance. Nonetheless, gene-based tests identified four genes significantly associated with lifetime cannabis use: NCAM1, CADM2, SCOC and KCNT2. Previous studies reported associations of NCAM1 with cigarette smoking and other substance use, and those of CADM2 with body mass index, processing speed and autism disorders, which are phenotypes previously reported to be associated with cannabis use. Furthermore, we showed that, combined across the genome, all common SNPs explained 13-20% (P<0.001) of the liability of lifetime cannabis use. Finally, there was a strong genetic correlation (rg=0.83; P=1.85 × 10(-8)) between lifetime cannabis use and lifetime cigarette smoking implying that the SNP effect sizes of the two traits are highly correlated. This is the largest meta-analysis of cannabis GWA studies to date, revealing important new insights into the genetic pathways of lifetime cannabis use. Future functional studies should explore the impact of the identified genes on the biological mechanisms of cannabis use.


Subject(s)
Marijuana Abuse/genetics , Marijuana Smoking/genetics , Adolescent , Adult , Aged , Aged, 80 and over , CD56 Antigen/genetics , Carrier Proteins/genetics , Cell Adhesion Molecules/genetics , Female , Genome-Wide Association Study , Humans , Male , Membrane Proteins/genetics , Middle Aged , Potassium Channels/genetics , Potassium Channels, Sodium-Activated , Young Adult
5.
Mol Psychiatry ; 20(6): 735-43, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25917368

ABSTRACT

An association between lower educational attainment (EA) and an increased risk for depression has been confirmed in various western countries. This study examines whether pleiotropic genetic effects contribute to this association. Therefore, data were analyzed from a total of 9662 major depressive disorder (MDD) cases and 14,949 controls (with no lifetime MDD diagnosis) from the Psychiatric Genomics Consortium with additional Dutch and Estonian data. The association of EA and MDD was assessed with logistic regression in 15,138 individuals indicating a significantly negative association in our sample with an odds ratio for MDD 0.78 (0.75-0.82) per standard deviation increase in EA. With data of 884,105 autosomal common single-nucleotide polymorphisms (SNPs), three methods were applied to test for pleiotropy between MDD and EA: (i) genetic profile risk scores (GPRS) derived from training data for EA (independent meta-analysis on ~120,000 subjects) and MDD (using a 10-fold leave-one-out procedure in the current sample), (ii) bivariate genomic-relationship-matrix restricted maximum likelihood (GREML) and (iii) SNP effect concordance analysis (SECA). With these methods, we found (i) that the EA-GPRS did not predict MDD status, and MDD-GPRS did not predict EA, (ii) a weak negative genetic correlation with bivariate GREML analyses, but this correlation was not consistently significant, (iii) no evidence for concordance of MDD and EA SNP effects with SECA analysis. To conclude, our study confirms an association of lower EA and MDD risk, but this association was not because of measurable pleiotropic genetic effects, which suggests that environmental factors could be involved, for example, socioeconomic status.


Subject(s)
Depressive Disorder, Major , Educational Status , Polymorphism, Single Nucleotide/genetics , Adult , Aged , Cohort Studies , Depressive Disorder, Major/epidemiology , Depressive Disorder, Major/genetics , Depressive Disorder, Major/psychology , Estonia/epidemiology , Female , Gene-Environment Interaction , Genetic Association Studies , Genotype , Humans , Likelihood Functions , Male , Middle Aged , Netherlands/epidemiology , Odds Ratio , Psychiatric Status Rating Scales , Regression Analysis
6.
Mol Psychiatry ; 19(10): 1085-94, 2014 Oct.
Article in English | MEDLINE | ID: mdl-24514567

ABSTRACT

Anorexia nervosa (AN) is a complex and heritable eating disorder characterized by dangerously low body weight. Neither candidate gene studies nor an initial genome-wide association study (GWAS) have yielded significant and replicated results. We performed a GWAS in 2907 cases with AN from 14 countries (15 sites) and 14 860 ancestrally matched controls as part of the Genetic Consortium for AN (GCAN) and the Wellcome Trust Case Control Consortium 3 (WTCCC3). Individual association analyses were conducted in each stratum and meta-analyzed across all 15 discovery data sets. Seventy-six (72 independent) single nucleotide polymorphisms were taken forward for in silico (two data sets) or de novo (13 data sets) replication genotyping in 2677 independent AN cases and 8629 European ancestry controls along with 458 AN cases and 421 controls from Japan. The final global meta-analysis across discovery and replication data sets comprised 5551 AN cases and 21 080 controls. AN subtype analyses (1606 AN restricting; 1445 AN binge-purge) were performed. No findings reached genome-wide significance. Two intronic variants were suggestively associated: rs9839776 (P=3.01 × 10(-7)) in SOX2OT and rs17030795 (P=5.84 × 10(-6)) in PPP3CA. Two additional signals were specific to Europeans: rs1523921 (P=5.76 × 10(-)(6)) between CUL3 and FAM124B and rs1886797 (P=8.05 × 10(-)(6)) near SPATA13. Comparing discovery with replication results, 76% of the effects were in the same direction, an observation highly unlikely to be due to chance (P=4 × 10(-6)), strongly suggesting that true findings exist but our sample, the largest yet reported, was underpowered for their detection. The accrual of large genotyped AN case-control samples should be an immediate priority for the field.


Subject(s)
Anorexia Nervosa/genetics , Asian People/genetics , Calcineurin/genetics , Carrier Proteins/genetics , Case-Control Studies , Cullin Proteins/genetics , Female , Genome-Wide Association Study , Guanine Nucleotide Exchange Factors/genetics , Humans , Japan , Male , Meta-Analysis as Topic , Nuclear Proteins/genetics , Polymorphism, Single Nucleotide , White People/genetics
7.
Mol Psychiatry ; 18(1): 122-32, 2013 Jan.
Article in English | MEDLINE | ID: mdl-22105623

ABSTRACT

Humans sleep approximately a third of their lifetime. The observation that individuals with either long or short sleep duration show associations with metabolic syndrome and psychiatric disorders suggests that the length of sleep is adaptive. Although sleep duration can be influenced by photoperiod (season) and phase of entrainment (chronotype), human familial sleep disorders indicate that there is a strong genetic modulation of sleep. Therefore, we conducted high-density genome-wide association studies for sleep duration in seven European populations (N=4251). We identified an intronic variant (rs11046205; P=3.99 × 10(-8)) in the ABCC9 gene that explains ≈5% of the variation in sleep duration. An influence of season and chronotype on sleep duration was solely observed in the replication sample (N=5949). Meta-analysis of the associations found in a subgroup of the replication sample, chosen for season of entry and chronotype, together with the discovery results showed genome-wide significance. RNA interference knockdown experiments of the conserved ABCC9 homologue in Drosophila neurons renders flies sleepless during the first 3 h of the night. ABCC9 encodes an ATP-sensitive potassium channel subunit (SUR2), serving as a sensor of intracellular energy metabolism.


Subject(s)
Genetic Predisposition to Disease/genetics , Genome-Wide Association Study , Kv1.3 Potassium Channel/genetics , Polymorphism, Single Nucleotide/genetics , Sleep Wake Disorders/genetics , ATP-Binding Cassette Transporters/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Animals , Animals, Genetically Modified , Cohort Studies , Drosophila/genetics , Drosophila/physiology , Drosophila Proteins/genetics , Female , Genotype , Humans , Male , Middle Aged , Myocardium/metabolism , Myocardium/pathology , Phenotype , Photoperiod , Plakophilins/genetics , Potassium Channels, Inwardly Rectifying/genetics , RNA Interference/physiology , Receptors, Drug/genetics , Repressor Proteins/genetics , Sulfonylurea Receptors , White People , Young Adult
8.
Mol Psychiatry ; 17(3): 337-49, 2012 Mar.
Article in English | MEDLINE | ID: mdl-21173776

ABSTRACT

Personality can be thought of as a set of characteristics that influence people's thoughts, feelings and behavior across a variety of settings. Variation in personality is predictive of many outcomes in life, including mental health. Here we report on a meta-analysis of genome-wide association (GWA) data for personality in 10 discovery samples (17,375 adults) and five in silico replication samples (3294 adults). All participants were of European ancestry. Personality scores for Neuroticism, Extraversion, Openness to Experience, Agreeableness and Conscientiousness were based on the NEO Five-Factor Inventory. Genotype data of ≈ 2.4M single-nucleotide polymorphisms (SNPs; directly typed and imputed using HapMap data) were available. In the discovery samples, classical association analyses were performed under an additive model followed by meta-analysis using the weighted inverse variance method. Results showed genome-wide significance for Openness to Experience near the RASA1 gene on 5q14.3 (rs1477268 and rs2032794, P=2.8 × 10(-8) and 3.1 × 10(-8)) and for Conscientiousness in the brain-expressed KATNAL2 gene on 18q21.1 (rs2576037, P=4.9 × 10(-8)). We further conducted a gene-based test that confirmed the association of KATNAL2 to Conscientiousness. In silico replication did not, however, show significant associations of the top SNPs with Openness and Conscientiousness, although the direction of effect of the KATNAL2 SNP on Conscientiousness was consistent in all replication samples. Larger scale GWA studies and alternative approaches are required for confirmation of KATNAL2 as a novel gene affecting Conscientiousness.


Subject(s)
Genome-Wide Association Study , Personality/genetics , Adenosine Triphosphatases/genetics , Adenosine Triphosphatases/physiology , Adult , Aged , Australia , Chromosomes, Human/genetics , Computer Simulation , Europe/ethnology , Exploratory Behavior , Female , Genotype , Humans , Katanin , Male , Middle Aged , Models, Psychological , Personality Inventory , Phenotype , Polymorphism, Single Nucleotide , Sampling Studies , United States , White People/genetics
9.
Transl Psychiatry ; 1: e49, 2011 Oct 18.
Article in English | MEDLINE | ID: mdl-22833195

ABSTRACT

The tendency to seek stimulating activities and intense sensations define excitement-seeking, a personality trait akin to some aspects of sensation-seeking. This trait is a central feature of extraversion and is a component of the multifaceted impulsivity construct. Those who score high on measures of excitement-seeking are more likely to smoke, use other drugs, gamble, drive recklessly, have unsafe/unprotected sex and engage in other risky behaviors of clinical and social relevance. To identify common genetic variants associated with the Excitement-Seeking scale of the Revised NEO Personality Inventory, we performed genome-wide association studies in six samples of European ancestry (N=7860), and combined the results in a meta-analysis. We identified a genome-wide significant association between the Excitement-Seeking scale and rs7600563 (P=2 × 10(-8)). This single-nucleotide polymorphism maps within the catenin cadherin-associated protein, alpha 2 (CTNNA2) gene, which encodes for a brain-expressed α-catenin critical for synaptic contact. The effect of rs7600563 was in the same direction in all six samples, but did not replicate in additional samples (N=5105). The results provide insight into the genetics of excitement-seeking and risk-taking, and are relevant to hyperactivity, substance use, antisocial and bipolar disorders.


Subject(s)
Genetic Variation , Genome-Wide Association Study/methods , Psychomotor Agitation/genetics , Psychomotor Agitation/metabolism , alpha Catenin/genetics , Adolescent , Adult , Australia/epidemiology , Baltimore/epidemiology , Estonia/epidemiology , Female , Finland/epidemiology , Germany/epidemiology , Humans , Italy/epidemiology , Longitudinal Studies , Male , Middle Aged , Netherlands/epidemiology , Polymorphism, Single Nucleotide/genetics , Psychomotor Agitation/classification , Young Adult
10.
Transl Psychiatry ; 1: e50, 2011 Oct 18.
Article in English | MEDLINE | ID: mdl-22833196

ABSTRACT

The relationship between major depressive disorder (MDD) and bipolar disorder (BD) remains controversial. Previous research has reported differences and similarities in risk factors for MDD and BD, such as predisposing personality traits. For example, high neuroticism is related to both disorders, whereas openness to experience is specific for BD. This study examined the genetic association between personality and MDD and BD by applying polygenic scores for neuroticism, extraversion, openness to experience, agreeableness and conscientiousness to both disorders. Polygenic scores reflect the weighted sum of multiple single-nucleotide polymorphism alleles associated with the trait for an individual and were based on a meta-analysis of genome-wide association studies for personality traits including 13,835 subjects. Polygenic scores were tested for MDD in the combined Genetic Association Information Network (GAIN-MDD) and MDD2000+ samples (N=8921) and for BD in the combined Systematic Treatment Enhancement Program for Bipolar Disorder and Wellcome Trust Case-Control Consortium samples (N=6329) using logistic regression analyses. At the phenotypic level, personality dimensions were associated with MDD and BD. Polygenic neuroticism scores were significantly positively associated with MDD, whereas polygenic extraversion scores were significantly positively associated with BD. The explained variance of MDD and BD, ∼0.1%, was highly comparable to the variance explained by the polygenic personality scores in the corresponding personality traits themselves (between 0.1 and 0.4%). This indicates that the proportions of variance explained in mood disorders are at the upper limit of what could have been expected. This study suggests shared genetic risk factors for neuroticism and MDD on the one hand and for extraversion and BD on the other.


Subject(s)
Bipolar Disorder/genetics , Depressive Disorder, Major/genetics , Multifactorial Inheritance/genetics , Adult , Aged , Female , Genome-Wide Association Study , Humans , Male , Meta-Analysis as Topic , Middle Aged , Personality/genetics , Personality Inventory , Registries
11.
Ann Rheum Dis ; 70(5): 864-7, 2011 May.
Article in English | MEDLINE | ID: mdl-21177295

ABSTRACT

OBJECTIVES: The genetic aetiology of osteoarthritis has not yet been elucidated. To enable a well-powered genome-wide association study (GWAS) for osteoarthritis, the authors have formed the arcOGEN Consortium, a UK-wide collaborative effort aiming to scan genome-wide over 7500 osteoarthritis cases in a two-stage genome-wide association scan. Here the authors report the findings of the stage 1 interim analysis. METHODS: The authors have performed a genome-wide association scan for knee and hip osteoarthritis in 3177 cases and 4894 population-based controls from the UK. Replication of promising signals was carried out in silico in five further scans (44,449 individuals), and de novo in 14 534 independent samples, all of European descent. RESULTS: None of the association signals the authors identified reach genome-wide levels of statistical significance, therefore stressing the need for corroboration in sample sets of a larger size. Application of analytical approaches to examine the allelic architecture of disease to the stage 1 genome-wide association scan data suggests that osteoarthritis is a highly polygenic disease with multiple risk variants conferring small effects. CONCLUSIONS: Identifying loci conferring susceptibility to osteoarthritis will require large-scale sample sizes and well-defined phenotypes to minimise heterogeneity.


Subject(s)
Osteoarthritis, Hip/genetics , Osteoarthritis, Knee/genetics , Case-Control Studies , Genetic Predisposition to Disease , Genome-Wide Association Study , Humans , Multifactorial Inheritance , Polymorphism, Single Nucleotide
12.
Burns ; 35(6): 832-9, 2009 Sep.
Article in English | MEDLINE | ID: mdl-19481869

ABSTRACT

OBJECTIVE: To compare the systemic effects in burn and non-burn patients undergoing skin grafting with or without the use of topical epinephrine to control bleeding. BACKGROUND: The effects of topical epinephrine on haemodynamics and bleeding are principally documented with burn patients. No reports are available on the effects of topical epinephrine on non-burn patients especially on markers of tissue perfusion. MATERIAL AND METHODS: A prospective study where topical epinephrine was used on burn and non-burn patients and five patients served as controls without epinephrine usage. Catecholamine concentrations were measured and to estimate the systemic effects of epinephrine, serum lactate and pyruvate concentrations were analyzed and perioperative haemodynamic changes recorded. RESULTS: Compared to the baseline values, there was a significant increase in the heart rate, serum epinephrine and lactate concentrations and LP-ratios in the burn patients and an increase in the epinephrine concentrations in the non-burn patients at 1 and 2 h. Epinephrine and lactate concentrations and LP-ratios were also higher in the burn patients compared to the other groups. Altogether, there were no changes in the control group. CONCLUSION: This study showed that the use of topical epinephrine has systemic effects on haemodynamics and serum epinephrine concentrations. Increased epinephrine concentrations in burn patients suggest increased absorption properties in these patients. The increased lactate concentrations and LP-ratios suggest tissue ischaemia, likely in skin.


Subject(s)
Burns/surgery , Epinephrine/pharmacology , Hemodynamics/drug effects , Skin Transplantation , Vasoconstrictor Agents/pharmacology , Administration, Cutaneous , Adolescent , Adult , Aged , Biomarkers/blood , Blood Loss, Surgical/prevention & control , Burns/physiopathology , Child , Child, Preschool , Epinephrine/blood , Epinephrine/therapeutic use , Female , Heart Rate/drug effects , Humans , Lactic Acid/blood , Male , Middle Aged , Prospective Studies , Stimulation, Chemical , Vasoconstrictor Agents/blood , Vasoconstrictor Agents/therapeutic use , Young Adult
13.
Scand Audiol ; 25(4): 223-6, 1996.
Article in English | MEDLINE | ID: mdl-8975992

ABSTRACT

The noise generated by stimulating coils may jeopardize the hearing of the patients as well as the hearing of the examiner. To evaluate the potential risk caused by the impulse noise of stimulating coils, we examined the A-weighted peak sound pressure levels from five different types of magnetic stimulator coils. At a distance of 10 cm, with 100% stimulation intensity, the coils with Dantec and Magstim stimulators created maximum peak sound pressure levels of 110 dB. Correspondingly, Cadwell MES-10 created maximum peak sound pressure levels of 132 dB. The decrease in the peak levels followed the distance rule quite closely. At a distance of 40 cm, the decrease in peak level was on average 14 dB (range -1-(+)1 dB). Based on American Conference of Governmental Industrial Hygienists (ACGIH) threshold limits of impact noise, the permitted maximum daily number of magnetic stimuli would be 1000 to 10,000. The permitted number of daily stimuli may be difficult to exceed in clinical practice. We consider the risk as small for the patients that are being examined and the operator using magnetic stimulation. The potential risk can be further diminished by even very light weighted hearing protectors providing proper attenuation to the coil impulses.


Subject(s)
Magnetics , Noise/adverse effects , Hearing Disorders/etiology , Humans
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