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1.
Nutr Metab Cardiovasc Dis ; 32(11): 2630-2637, 2022 11.
Article in English | MEDLINE | ID: mdl-36163213

ABSTRACT

BACKGROUND AND AIMS: Both polygenic risk scores (PGS) and self-reported walking pace have been shown to predict cardiovascular disease; whether combining both factors produces greater risk differentiation is, however, unknown. METHODS AND RESULTS: We estimated the 10-year absolute risk of coronary artery disease (CAD), adjusted for traditional risk factors, and the C-index across nine PGS and self-reported walking pace in UK Biobank study participants between Mar/2006-Feb/2021. In 380,693 individuals (54.8% women), over a median (5th, 95th percentile) of 11.9 (8.3, 13.4) years, 2,603 (1.2%) CAD events occurred in women and 8,259 (4.8%) in men. Both walking pace and genetic risk were strongly associated with CAD. The absolute 10-year risk of CAD was highest in slow walkers at high genetic risk (top 20% of PGS): 2.72% (95% CI: 2.30-3.13) in women; 9.60% (8.62-10.57) in men. The risk difference between slow and brisk walkers was greater at higher [1.26% (0.81-1.71) in women; 3.63% (2.58-4.67) in men] than lower [0.76% (0.59-0.93) and 2.37% (1.96-2.78), respectively] genetic risk. Brisk walkers at high genetic risk had equivalent (women) or higher (men) risk than slow walkers at moderate-to-low genetic risk (bottom 80% of PGS). When added to a model containing traditional risk factors, both factors separately improved risk discrimination; combining them resulted in the greatest discrimination: C-index of 0.801 (0.793-0.808) in women; 0.732 (0.728-0.737) in men. CONCLUSION: Self-reported slow walkers at high genetic risk had the greatest risk of CAD, identifying a potentially important population for intervention. Both PGS and walking pace contributed to risk discrimination.


Subject(s)
Coronary Artery Disease , Walking Speed , Biological Specimen Banks , Coronary Artery Disease/diagnosis , Coronary Artery Disease/epidemiology , Coronary Artery Disease/genetics , Female , Humans , Male , Risk Factors , Self Report , United Kingdom/epidemiology , Walking
2.
Int J Epidemiol ; 47(4): 1217-1228, 2018 08 01.
Article in English | MEDLINE | ID: mdl-29253155

ABSTRACT

Background: The MR-Egger (MRE) estimator has been proposed to correct for directional pleiotropic effects of genetic instruments in an instrumental variable (IV) analysis. The power of this method is considerably lower than that of conventional estimators, limiting its applicability. Here we propose a novel Bayesian implementation of the MR-Egger estimator (BMRE) and explore the utility of applying weakly informative priors on the intercept term (the pleiotropy estimate) to increase power of the IV (slope) estimate. Methods: This was a simulation study to compare the performance of different IV estimators. Scenarios differed in the presence of a causal effect, the presence of pleiotropy, the proportion of pleiotropic instruments and degree of 'Instrument Strength Independent of Direct Effect' (InSIDE) assumption violation. Based on empirical plasma urate data, we present an approach to elucidate a prior distribution for the amount of pleiotropy. Results: A weakly informative prior on the intercept term increased power of the slope estimate while maintaining type 1 error rates close to the nominal value of 0.05. Under the InSIDE assumption, performance was unaffected by the presence or absence of pleiotropy. Violation of the InSIDE assumption biased all estimators, affecting the BMRE more than the MRE method. Conclusions: Depending on the prior distribution, the BMRE estimator has more power at the cost of an increased susceptibility to InSIDE assumption violations. As such the BMRE method is a compromise between the MRE and conventional IV estimators, and may be an especially useful approach to account for observed pleiotropy.


Subject(s)
Genetic Pleiotropy , Genetic Variation , Mendelian Randomization Analysis/methods , Bayes Theorem , Epidemiologic Methods , Humans
3.
Int J Epidemiol ; 45(6): 1975-1986, 2016 12 01.
Article in English | MEDLINE | ID: mdl-27591262

ABSTRACT

Background: Mendelian randomization studies perform instrumental variable (IV) analysis using genetic IVs. Results of individual Mendelian randomization studies can be pooled through meta-analysis. We explored how different variance estimators influence the meta-analysed IV estimate. Methods: Two versions of the delta method (IV before or after pooling), four bootstrap estimators, a jack-knife estimator and a heteroscedasticity-consistent (HC) variance estimator were compared using simulation. Two types of meta-analyses were compared, a two-stage meta-analysis pooling results, and a one-stage meta-analysis pooling datasets. Results: Using a two-stage meta-analysis, coverage of the point estimate using bootstrapped estimators deviated from nominal levels at weak instrument settings and/or outcome probabilities ≤ 0.10. The jack-knife estimator was the least biased resampling method, the HC estimator often failed at outcome probabilities ≤ 0.50 and overall the delta method estimators were the least biased. In the presence of between-study heterogeneity, the delta method before meta-analysis performed best. Using a one-stage meta-analysis all methods performed equally well and better than two-stage meta-analysis of greater or equal size. Conclusions: In the presence of between-study heterogeneity, two-stage meta-analyses should preferentially use the delta method before meta-analysis. Weak instrument bias can be reduced by performing a one-stage meta-analysis.


Subject(s)
Data Interpretation, Statistical , Mendelian Randomization Analysis , Meta-Analysis as Topic , Bias , Computer Simulation , Humans
4.
Diabetologia ; 55(2): 349-57, 2012 Feb.
Article in English | MEDLINE | ID: mdl-22052079

ABSTRACT

AIMS/HYPOTHESIS: Evaluation of the association of 31 common single nucleotide polymorphisms (SNPs) with fasting glucose, fasting insulin, HOMA-beta cell function (HOMA-ß), HOMA-insulin resistance (HOMA-IR) and type 2 diabetes in the Indian population. METHODS: We genotyped 3,089 sib pairs recruited in the Indian Migration Study from four cities in India (Lucknow, Nagpur, Hyderabad and Bangalore) for 31 SNPs in 24 genes previously associated with type 2 diabetes in European populations. We conducted within-sib-pair analysis for type 2 diabetes and its related quantitative traits. RESULTS: The risk-allele frequencies of all the SNPs were comparable with those reported in western populations. We demonstrated significant associations of CXCR4 (rs932206), CDKAL1 (rs7756992) and TCF7L2 (rs7903146, rs12255372) with fasting glucose, with ß values of 0.007 (p = 0.05), 0.01 (p = 0.01), 0.007 (p = 0.05), 0.01 (p = 0.003) and 0.08 (p = 0.01), respectively. Variants in NOTCH2 (rs10923931), TCF-2 (also known as HNF1B) (rs757210), ADAM30 (rs2641348) and CDKN2A/B (rs10811661) significantly predicted fasting insulin, with ß values of -0.06 (p = 0.04), 0.05 (p = 0.05), -0.08 (p = 0.01) and -0.08 (p = 0.02), respectively. For HOMA-IR, we detected associations with TCF-2, ADAM30 and CDKN2A/B, with ß values of 0.05 (p = 0.04), -0.07 (p = 0.03) and -0.08 (p = 0.02), respectively. We also found significant associations of ADAM30 (ß = -0.05; p = 0.01) and CDKN2A/B (ß = -0.05; p = 0.03) with HOMA-ß. THADA variant (rs7578597) was associated with type 2 diabetes (OR 1.5; 95% CI 1.04, 2.22; p = 0.03). CONCLUSIONS/INTERPRETATION: We validated the association of seven established loci with intermediate traits related to type 2 diabetes in an Indian population using a design resistant to population stratification.


Subject(s)
Diabetes Mellitus, Type 2/genetics , Polymorphism, Genetic , Adult , Alleles , Blood Glucose/metabolism , Diabetes Mellitus, Type 2/ethnology , Europe , Family Health , Female , Genotype , Humans , India , Insulin/blood , Insulin/metabolism , Male , Middle Aged , Phenotype , Quantitative Trait Loci , Risk , Siblings , Transients and Migrants
5.
J Obes ; 2011: 307542, 2011.
Article in English | MEDLINE | ID: mdl-21785715

ABSTRACT

Few studies have investigated the association between genetic variation and obesity traits in Indian populations or the role of environmental factors as modifiers of these relationships. In the context of rapid urbanisation, resulting in significant lifestyle changes, understanding the aetiology of obesity is important. We investigated associations of FTO and MC4R variants with obesity traits in 3390 sibling pairs from four Indian cities, most of whom were discordant for current dwelling (rural or urban). The FTO variant rs9939609 predicted increased weight (0.09 Z-scores, 95% CI: 0.03, 0.15) and BMI (0.08 Z-scores, 95% CI: 0.02, 0.14). The MC4R variant rs17782313 was weakly associated with weight and hip circumference (P < .05). There was some indication that the association between FTO and weight was stronger in urban than that in rural dwellers (P for interaction = .03), but no evidence for effect modification by diet or physical activity. Further studies are needed to investigate ways in which urban environment may modify genetic risk of obesity.

6.
Genes Immun ; 11(8): 660-4, 2010 Dec.
Article in English | MEDLINE | ID: mdl-20574445

ABSTRACT

Several single-nucleotide polymorphism (SNP) genome-wide association studies (GWASs) have been completed in multiple sclerosis (MS). Follow-up studies of the variants with the most promising rankings, especially when supplemented by informed candidate gene selection, have proven to be extremely successful. In this study we report the results of a multi-stage replication analysis of the putatively associated SNPs identified in the Wellcome Trust Case Control Consortium non-synonymous SNP (nsSNP) screen. In total, the replication sample consisted of 3444 patients and 2595 controls. A combined analysis of the nsSNP screen and replication data provides evidence implicating a novel additional locus, rs3748816 in membrane metalloendopeptidase-like 1 (MMEL1; odds ratio=1.16, P=3.54 × 10⁻6) in MS susceptibility.


Subject(s)
ATP Citrate (pro-S)-Lyase/genetics , Kallikreins/genetics , Multiple Sclerosis/genetics , Neprilysin/genetics , Nerve Tissue Proteins/genetics , Polymorphism, Single Nucleotide , Adult , Case-Control Studies , Cell Cycle Proteins , Chromosome Mapping , Cytoskeletal Proteins , Genetic Predisposition to Disease , Genome-Wide Association Study , Genotype , Humans , Linkage Disequilibrium
7.
Autism Res ; 2(3): 157-77, 2009 Jun.
Article in English | MEDLINE | ID: mdl-19598235

ABSTRACT

Genetic studies of autism spectrum conditions (ASC) have mostly focused on the "low functioning" severe clinical subgroup, treating it as a rare disorder. However, ASC is now thought to be relatively common ( approximately 1%), and representing one end of a quasi-normal distribution of autistic traits in the general population. Here we report a study of common genetic variation in candidate genes associated with autistic traits and Asperger syndrome (AS). We tested single nucleotide polymorphisms in 68 candidate genes in three functional groups (sex steroid synthesis/transport, neural connectivity, and social-emotional responsivity) in two experiments. These were (a) an association study of relevant behavioral traits (the Empathy Quotient (EQ), the Autism Spectrum Quotient (AQ)) in a population sample (n=349); and (b) a case-control association study on a sample of people with AS, a "high-functioning" subgroup of ASC (n=174). 27 genes showed a nominally significant association with autistic traits and/or ASC diagnosis. Of these, 19 genes showed nominally significant association with AQ/EQ. In the sex steroid group, this included ESR2 and CYP11B1. In the neural connectivity group, this included HOXA1, NTRK1, and NLGN4X. In the socio-responsivity behavior group, this included MAOB, AVPR1B, and WFS1. Fourteen genes showed nominally significant association with AS. In the sex steroid group, this included CYP17A1 and CYP19A1. In the socio-emotional behavior group, this included OXT. Six genes were nominally associated in both experiments, providing a partial replication. Eleven genes survived family wise error rate (FWER) correction using permutations across both experiments, which is greater than would be expected by chance. CYP11B1 and NTRK1 emerged as significantly associated genes in both experiments, after FWER correction (P<0.05). This is the first candidate-gene association study of AS and of autistic traits. The most promising candidate genes require independent replication and fine mapping.


Subject(s)
Affect , Asperger Syndrome/genetics , Autistic Disorder/genetics , Empathy , Nerve Net/growth & development , Social Behavior , Aromatase/genetics , Carrier Proteins/genetics , Cell Adhesion Molecules, Neuronal , Genetic Variation/genetics , Homeodomain Proteins/genetics , Humans , Membrane Proteins/genetics , Monoamine Oxidase/genetics , Polymorphism, Single Nucleotide/genetics , Receptor, trkA/genetics , Social Perception , Steroid 11-beta-Hydroxylase/genetics , Steroid 17-alpha-Hydroxylase/genetics , Transcription Factors/genetics
8.
Eur Respir J ; 31(4): 736-41, 2008 Apr.
Article in English | MEDLINE | ID: mdl-18057060

ABSTRACT

Although chronic thromboembolic pulmonary hypertension (CTEPH) is characterised by the persistence of organised thrombus, few pro-thrombotic risk factors have been identified in subjects with the disease. The aim of the present study was to compare the prevalence of eight functionally relevant haemostatic polymorphisms between CTEPH subjects and healthy controls. Genomic DNA was isolated from 214 CTEPH subjects and 200 healthy controls, and analysed for Factor V Leiden, prothrombin guanine (G) to adenine (A) substitution at nucleotide 20210 (20210G>A), plasminogen activator inhibitor-1 4G/5G, tissue plasminogen activator 7351 cytosine (C)>thymidine (T), Factor XIII 100G>T, fibrinogen Aalpha substitution of threonine with alanine at position 312 (Thr312Ala), fibrinogen Bbeta substitution of arginine with lysine at position 448 (Arg448Lys) and fibrinogen Bbeta 455G>A polymorphisms. A significant difference was demonstrated in fibrinogen Aalpha Thr312Ala genotype and allele frequencies between CTEPH subjects and controls. The presence of the alanine allele significantly increased the risk of CTEPH. The fibrinogen Aalpha alanine 312 allele alters fibrinogen alpha-alpha chain cross-linkage and has previously been associated with both increased risk of embolisation and increased resistance to thrombolysis. An association between this polymorphism and chronic thromboembolic pulmonary hypertension, therefore, supports an embolic aetiology for this disease, and may provide a mechanism by which thrombus persists following an acute event.


Subject(s)
Fibrinogen/genetics , Genetic Predisposition to Disease/genetics , Hypertension, Pulmonary/genetics , Polymorphism, Single Nucleotide/genetics , Thromboembolism/genetics , Adult , Aged , Cohort Studies , Factor V/genetics , Female , Humans , Hypertension, Pulmonary/complications , Male , Middle Aged , Thromboembolism/complications
9.
Osteoporos Int ; 19(7): 961-8, 2008 Jul.
Article in English | MEDLINE | ID: mdl-18038243

ABSTRACT

UNLABELLED: The 1p36 region of the human genome has been identified as containing a QTL for BMD in multiple studies. We analysed the TNFRSF1B gene from this region, which encodes the TNF receptor 2, in two large population-based cohorts. Our results suggest that variation in TNFRSF1B is associated with BMD. INTRODUCTION: The TNFRSF1B gene, encoding the TNF receptor 2, is a strong positional and functional candidate gene for impaired bone structure through the role that TNF has in bone cells. The aims of this study were to evaluate the role of variations in the TNFRSF1B gene on bone structure and osteoporotic fracture risk in postmenopausal women. METHODS: Six SNPs in TNFRSF1B were analysed in a cohort of 1,190 postmenopausal Australian women, three of which were also genotyped in an independent cohort of 811 UK postmenopausal women. Differences in phenotypic means for genotype groups were examined using one-way ANOVA and ANCOVA. RESULTS: Significant associations were seen for IVS1+5580A>G with BMD and QUS parameters in the Australian population (P = 0.008 - 0.034) and with hip BMD parameters in the UK population (P = 0.005 - 0.029). Significant associations were also observed between IVS1+6528G>A and hip BMD parameters in the UK cohort (P = 0.0002 - 0.003). We then combined the data from the two cohorts and observed significant associations between both IVS1+5580A>G and IVS1+6528G>A and hip BMD parameters (P = 0.002 - 0.033). CONCLUSIONS: Genetic variation in TNFRSF1B plays a role in the determination of bone structure in Caucasian postmenopausal women, possibly through effects on osteoblast and osteoclast differentiation.


Subject(s)
Bone Density/genetics , Fractures, Bone/genetics , Osteoporosis, Postmenopausal/genetics , Polymorphism, Single Nucleotide , Receptors, Tumor Necrosis Factor, Type II/genetics , Aged , Aged, 80 and over , Amino Acids/blood , Australia/epidemiology , Cohort Studies , Female , Fractures, Bone/epidemiology , Genotype , Humans , Middle Aged , Osteocalcin/blood , Osteoporosis, Postmenopausal/blood , Osteoporosis, Postmenopausal/urine , Prevalence , United Kingdom/epidemiology
10.
J Thromb Haemost ; 5(8): 1756-65, 2007 Aug.
Article in English | MEDLINE | ID: mdl-17663743

ABSTRACT

BACKGROUND: Evidence suggests the wide variation in platelet response within the population is genetically controlled. Unraveling the complex relationship between sequence variation and platelet phenotype requires accurate and reproducible measurement of platelet response. OBJECTIVE: To develop a methodology suitable for measuring signaling pathway-specific platelet phenotype, to use this to measure platelet response in a large cohort, and to demonstrate the effect size of sequence variation in a relevant model gene. METHODS: Three established platelet assays were evaluated: mobilization of [Ca(2+)](i), aggregometry and flow cytometry, each in response to adenosine 5'-diphosphate (ADP) or the glycoprotein (GP) VI-specific crosslinked collagen-related peptide (CRP). Flow cytometric measurement of fibrinogen binding and P-selectin expression in response to a single, intermediate dose of each agonist gave the best combination of reproducibility and inter-individual variability and was used to measure the platelet response in 506 healthy volunteers. Pathway specificity was ensured by blocking the main subsidiary signaling pathways. RESULTS: Individuals were identified who were hypo- or hyper-responders for both pathways, or who had differential responses to the two agonists, or between outcomes. 89 individuals, retested three months later using the same methodology, showed high concordance between the two visits in all four assays (r(2) = 0.872, 0.868, 0.766 and 0.549); all subjects retaining their phenotype at recall. The effect of sequence variation at the GP6 locus accounted for approximately 35% of the variation in the CRP-XL response. CONCLUSION: Genotyping-phenotype association studies in a well-characterized, large cohort provides a powerful strategy to measure the effect of sequence variation in genes regulating the platelet response.


Subject(s)
Blood Platelets/metabolism , Gene Expression Profiling , Gene Expression Regulation , Platelet Membrane Glycoproteins/genetics , Adult , Carrier Proteins/chemistry , Female , Flow Cytometry , Genomics/methods , Humans , Male , Middle Aged , Peptides/chemistry , Platelet Aggregation Inhibitors/pharmacology , Signal Transduction
11.
J Thromb Haemost ; 4(6): 1197-205, 2006 Jun.
Article in English | MEDLINE | ID: mdl-16706959

ABSTRACT

BACKGROUND: Common genetic variants of cell surface receptors contribute to differences in functional responses and disease susceptibility. We have previously shown that single nucleotide polymorphisms (SNPs) in platelet glycoprotein VI (GP6) determine the extent of response to agonist. In addition, SNPs in the GP6 gene have been proposed as risk factors for coronary artery disease. METHODS: To completely characterize genetic variation in the GP6 gene we generated a high-resolution SNP map by sequencing the promoter, exons and consensus splice sequences in 94 non-related Caucasoids. In addition, we sequenced DNA encoding the ligand-binding domains of GP6 from non-human primates to determine the level of evolutionary conservation. RESULTS: Eighteen SNPs were identified, six of which encoded amino acid substitutions in the mature form of the protein. The single non-synonymous SNP identified in the exons encoding the ligand-binding domains, encoding for a 103Leu > Val substitution, resulted in reduced ligand binding. Two common protein isoforms were confirmed in Caucasoid with frequencies of 0.82 and 0.15. Variation at the GP6 locus was characterized further by determining SNP frequency in over 2000 individuals from different ethnic backgrounds. CONCLUSIONS: The SNPs were polymorphic in all populations studied although significant differences in allele frequencies were observed. Twelve additional GP6 protein isoforms were identified from the genotyping results and, despite extensive variation in GP6, the sequence of the ligand-binding domains is conserved. Sequences from non-human primates confirmed this observation. These data provide valuable information for the optimal selection of genetic variants for use in future association studies.


Subject(s)
Exons , Gene Frequency , Platelet Membrane Glycoproteins/genetics , Polymorphism, Single Nucleotide , Amino Acid Sequence , Animals , Blood Platelets/metabolism , Carrier Proteins/metabolism , Cell Line , Drosophila/genetics , Genotype , Haplotypes , Humans , Linkage Disequilibrium , Molecular Sequence Data , Peptides/metabolism , Platelet Membrane Glycoproteins/metabolism , Primates/genetics , Promoter Regions, Genetic , Protein Isoforms/genetics , Protein Isoforms/metabolism , Sequence Alignment , Sequence Analysis, DNA
12.
Mol Psychiatry ; 10(10): 939-43, 2005 Oct.
Article in English | MEDLINE | ID: mdl-15940292

ABSTRACT

Attention deficit hyperactivity disorder (ADHD) is a common, highly heritable, neurodevelopmental disorder with onset in early childhood. Genes involved in neuronal development and growth are, thus, important etiological candidates and brain-derived neurotrophic factor (BDNF), has been hypothesized to play a role in the pathogenesis of ADHD. BDNF is a member of the neurotrophin family and is involved in the survival and differentiation of dopaminergic neurons in the developing brain (of relevance because drugs that block the dopamine transporter can be effective therapeutically). The common Val66Met functional polymorphism in the human BDNF gene (rs 6265) was genotyped in a collaborative family-based sample of 341 white UK or Irish ADHD probands and their parents. We found evidence for preferential transmission of the valine (G) allele of BDNF (odds ratio, OR=1.6, P=0.02) with a strong paternal effect (paternal transmissions: OR=3.2, P=0.0005; maternal transmissions: OR=1.00; P=1.00). Our findings support the hypothesis that BDNF is involved in the pathogenesis of ADHD. The transmission difference between parents raises the possibility that an epigenetic process may be involved.


Subject(s)
Attention Deficit Disorder with Hyperactivity/genetics , Brain-Derived Neurotrophic Factor/genetics , Polymorphism, Single Nucleotide , Amino Acid Substitution , Base Sequence , DNA Primers , Female , Genetic Predisposition to Disease , Humans , Male , Methionine , Molecular Sequence Data , Nuclear Family , Valine
13.
Genes Immun ; 5(5): 381-8, 2004 Aug.
Article in English | MEDLINE | ID: mdl-15164102

ABSTRACT

Alleles of HLA class II genes DQB1, DQA1, and DRB1 in the MHC region are major determinants of genetic predisposition to type 1 diabetes (T1D). Several alleles of each of these three loci are associated with susceptibility or protection from disease. In addition, relative risks for some DR-DQ genotypes are not simply the sum or product of the single haplotype relative risks. For example, the risk of the DRB1*03-DQB1*02/DRB1*0401-DQB1*0302 genotype is often found to be higher than for the individual DRB1*03-DQB1*02 and DRB1*0401-DQB1*0302 homozygous genotypes. It has been hypothesized that this synergy or epistasis occurs through formation of highly susceptible trans-encoded HLA-DQ(alpha 1, beta 1) heterodimers. Here, we evaluated this hypothesis by estimating the disease associations of the range of DR-DQ genotypes and their inferred dimers in a large collection of nuclear families. We determined whether the risk of haplotypes in DRB1*0401-DQB1*0302-positive genotypes relative to the DRB1*03-DQB1*02-positive genotypes is different from that of DRB1*01-DQB1*0501, which we used as a baseline reference. Several haplotypes showed a different risk compared to DRB1*01-DQB1*0501, which correlated with their ability to form certain trans-encoded DQ dimers. This result provides new evidence for the potential importance of trans-encoded HLA DQ molecules in the determination of HLA-associated risk in T1D.


Subject(s)
Diabetes Mellitus, Type 1/genetics , Epistasis, Genetic , HLA-DQ Antigens/genetics , HLA-DR Antigens/genetics , Case-Control Studies , Diabetes Mellitus, Type 1/ethnology , Dimerization , Female , Gene Frequency/genetics , Genetic Predisposition to Disease/genetics , Genotype , HLA-DQ Antigens/metabolism , HLA-DQ beta-Chains , HLA-DR Antigens/metabolism , HLA-DRB1 Chains , Haplotypes/genetics , Humans , Male , Risk , White People/genetics
14.
Mol Psychiatry ; 9(7): 684-97, 643, 2004 Jul.
Article in English | MEDLINE | ID: mdl-15098003

ABSTRACT

The etiology and pathophysiology of schizophrenia remain unknown. A parallel transcriptomics, proteomics and metabolomics approach was employed on human brain tissue to explore the molecular disease signatures. Almost half the altered proteins identified by proteomics were associated with mitochondrial function and oxidative stress responses. This was mirrored by transcriptional and metabolite perturbations. Cluster analysis of transcriptional alterations showed that genes related to energy metabolism and oxidative stress differentiated almost 90% of schizophrenia patients from controls, while confounding drug effects could be ruled out. We propose that oxidative stress and the ensuing cellular adaptations are linked to the schizophrenia disease process and hope that this new disease concept may advance the approach to treatment, diagnosis and disease prevention of schizophrenia and related syndromes.


Subject(s)
Brain/metabolism , Mitochondrial Diseases/genetics , Mitochondrial Diseases/metabolism , Schizophrenia/genetics , Schizophrenia/metabolism , Fatty Acids/metabolism , Genome, Human , Glucose/metabolism , Humans , Hypoxia, Brain/etiology , Hypoxia, Brain/genetics , Hypoxia, Brain/metabolism , Mitochondrial Diseases/complications , Oligonucleotide Array Sequence Analysis , Oxidative Phosphorylation , Oxidative Stress , Proteomics , Schizophrenia/etiology , Signal Transduction
15.
Genes Immun ; 5(1): 36-40, 2004 Jan.
Article in English | MEDLINE | ID: mdl-14735147

ABSTRACT

Genetic association with type 1 diabetes (T1D) has been established for two chromosomal regions: HLA DQ/DR (IDDM1) and INS VNTR (IDDM2). To identify additional genetic markers, we tested polymorphisms in regulatory regions of several cytokine and important metabolic genes. These polymorphisms exhibit functional consequences for expression and function. Functional genetic polymorphisms of proinflammatory (T-helper-1: IL-2, IL-12 and IFN-gamma), anti-inflammatory (T-helper-2: IL-4, IL-6 and IL-10) and metabolic (IGF-I, VDR and INS) genes were determined in 206 Dutch simplex families with juvenile onset T1D and the results were analysed using the transmission disequilibrium test. Significantly increased transmission to T1D probands was observed for the loci IDDM1, IDDM2 and the vitamin D receptor. Although none of the other individual polymorphisms was associated with disease individually, the combination of T-helper-2 and metabolic/growth alleles IL-10(*)R2, IL-4(*)C, VDR(*)C and IGF-I(*)wt was found to be transmitted more frequently than expected (67%, P(c)=0.015). We conclude that additional genetic predisposition to T1D is defined by combinations of markers (eg Th2 and metabolic) rather than by a single marker. The consequences of the increased transmission of a low Th2 expressing genotypes together with a normal Th1 profile may result in a net proinflammatory cytokine expression pattern.


Subject(s)
Cytokines/genetics , Diabetes Mellitus, Type 1/genetics , Genetic Predisposition to Disease/genetics , Metabolism/genetics , Polymorphism, Genetic , Adolescent , Child , Child, Preschool , Female , Gene Frequency , Genetic Markers , Genetic Testing , HLA-DR Antigens/genetics , Humans , Male
16.
Nat Genet ; 29(2): 233-7, 2001 Oct.
Article in English | MEDLINE | ID: mdl-11586306

ABSTRACT

Genome-wide linkage disequilibrium (LD) mapping of common disease genes could be more powerful than linkage analysis if the appropriate density of polymorphic markers were known and if the genotyping effort and cost of producing such an LD map could be reduced. Although different metrics that measure the extent of LD have been evaluated, even the most recent studies have not placed significant emphasis on the most informative and cost-effective method of LD mapping-that based on haplotypes. We have scanned 135 kb of DNA from nine genes, genotyped 122 single-nucleotide polymorphisms (SNPs; approximately 184,000 genotypes) and determined the common haplotypes in a minimum of 384 European individuals for each gene. Here we show how knowledge of the common haplotypes and the SNPs that tag them can be used to (i) explain the often complex patterns of LD between adjacent markers, (ii) reduce genotyping significantly (in this case from 122 to 34 SNPs), (iii) scan the common variation of a gene sensitively and comprehensively and (iv) provide key fine-mapping data within regions of strong LD. Our results also indicate that, at least for the genes studied here, the current version of dbSNP would have been of limited utility for LD mapping because many common haplotypes could not be defined. A directed re-sequencing effort of the approximately 10% of the genome in or near genes in the major ethnic groups would aid the systematic evaluation of the common variant model of common disease.


Subject(s)
Genetic Predisposition to Disease , Haplotypes , Base Sequence , DNA , Humans , Linkage Disequilibrium , Polymorphism, Single Nucleotide , Sequence Homology, Nucleic Acid
17.
Diabetes ; 50(5): 1200-5, 2001 May.
Article in English | MEDLINE | ID: mdl-11334427

ABSTRACT

The major histocompatibility complex (MHC) HLA region on chromosome 6p21 contains the major locus of type 1 diabetes (IDDM1). Common allelic variants at the class II HLA-DRB1, -DQA1, and -DQB1 loci account for the major part of IDDM1. Previous studies suggested that other MHC loci are likely to contribute to IDDM1, but determination of their relative contributions and identities is difficult because of strong linkage disequilibrium between MHC loci. One prime candidate is the polymorphic HLA-DPB1 locus, which (with the DPA1 locus) encodes the third class II antigen-presenting molecule. However, the results obtained in previous studies appear to be contradictory. Therefore, we have analyzed 408 white European families (200 from Sardinia and 208 from the U.K.) using a combination of association tests designed to directly compare the effect of DPB1 variation on the relative predisposition of DR-DQ haplotypes, taking into account linkage disequilibrium between DPB1 and the DRB1, DQA1, and DQB1 loci. In these populations, the overall contribution of DPB1 to IDDM1 is small. The main component of the DPB1 contribution to IDDM1 in these populations appears to be the protection associated with DPB1*0402 on DR4-negative haplotypes. We suggest that the HLA-DP molecule itself contributes to IDDM1.


Subject(s)
Chromosomes, Human, Pair 6 , Diabetes Mellitus, Type 1/genetics , Diabetes Mellitus, Type 1/immunology , HLA-DP Antigens/genetics , HLA-DQ Antigens/genetics , HLA-DR Antigens/genetics , Alleles , Chromosome Mapping , Confidence Intervals , Genetic Predisposition to Disease/genetics , Genetic Variation , HLA-DP beta-Chains , HLA-DQ alpha-Chains , HLA-DQ beta-Chains , HLA-DRB1 Chains , Haplotypes , Humans , Italy , United Kingdom
18.
J Infect Dis ; 183(7): 1156-60, 2001 Apr 01.
Article in English | MEDLINE | ID: mdl-11237848

ABSTRACT

Control of Salmonella enterica serovar Typhimurium (S. typhimurium) infection in the mouse model of typhoid fever is critically dependent on the natural resistance-associated macrophage protein 1 (Nramp1). In this study, we examined the role of genetic polymorphisms in the human homologue, NRAMP1, in resistance to typhoid fever in southern Vietnam. Patients with blood-culture-confirmed typhoid fever and healthy control subjects were genotyped for 6 polymorphic markers within and near NRAMP1 on chromosome 2q35. Four single base-pair polymorphisms (274 C/T, 469+14 G/C, 1465-85 G/A, and D543N), a (GT)(n) repeat in the promoter region of NRAMP1 and D2S1471, and a microsatellite marker approximately 130-kb downstream of NRAMP1 were examined. The allelic and genotypic frequencies for each polymorphism were compared in case patients and control subjects. No allelic association was identified between the NRAMP1 alleles and typhoid fever susceptibility. In addition, neither homozygotes nor heterozygotes for any NRAMP1 variants were at increased risk of typhoid fever.


Subject(s)
Carrier Proteins/genetics , Cation Transport Proteins , Immunity, Innate , Macrophages/chemistry , Membrane Proteins/genetics , Polymorphism, Genetic/physiology , Typhoid Fever/genetics , Alleles , Genetic Predisposition to Disease , Genotype , Heterozygote , Homozygote , Humans , Microsatellite Repeats , Promoter Regions, Genetic/genetics , Typhoid Fever/immunology , Vietnam
19.
J Infect Dis ; 183(2): 261-268, 2001 Jan 15.
Article in English | MEDLINE | ID: mdl-11120931

ABSTRACT

The influence of genes of the major histocompatibility complex (MHC) class II and class III loci on typhoid fever susceptibility was investigated. Individuals with blood culture-confirmed typhoid fever and control subjects from 2 distinct geographic locations in southern Vietnam were genotyped for HLA-DRB1 and HLA-DQB1 alleles, the gene that encodes tumor necrosis factor (TNF)-alpha (TNFA [-238] and TNFA [-308]), the gene that encodes lymphotoxin-alpha, and alleles of the TNF-alpha microsatellite. HLA-DRB1*0301/6/8, HLA-DQB1*0201-3, and TNFA*2 (-308) were associated with susceptibility to typhoid fever, whereas HLA-DRB1*04, HLA-DQB1*0401/2, and TNFA*1 (-308) were associated with disease resistance. The frequency of all possible haplotypes of the 3 individually associated loci were estimated and were found to be significantly different in typhoid case patients and control subjects (chi2=55.56, 32 df; P=.006). Haplotypes that were either protective (TNFA*1 [-308].DRB1*04) or predisposed individuals to typhoid fever (TNFA*2 [-308].DRB1*0301) were determined. This report identifies a genetic association in humans between typhoid fever and MHC class II and III genes.


Subject(s)
Genes, MHC Class II , Genetic Predisposition to Disease , Major Histocompatibility Complex/genetics , Typhoid Fever/genetics , Alleles , Case-Control Studies , Genotype , HLA-DQ Antigens/genetics , HLA-DQ beta-Chains , HLA-DR Antigens/genetics , HLA-DRB1 Chains , Histocompatibility Antigens Class II , Histocompatibility Testing , Humans , Lymphotoxin-alpha/genetics , Microsatellite Repeats , Polymerase Chain Reaction/methods , Promoter Regions, Genetic/genetics , Tumor Necrosis Factor-alpha/genetics , Typhoid Fever/epidemiology , Vietnam/epidemiology
20.
Genet Epidemiol ; 21 Suppl 1: S510-5, 2001.
Article in English | MEDLINE | ID: mdl-11793728

ABSTRACT

A variety of allele-sharing methods was used to assess linkage to disease for a whole-genome screen in each of ten replicates from the Genetic Analysis Workshop 12 simulated data. Analysis of each replicate produced many false positive results in addition to a few "true" positives. Conditioning on the strongest initial linkage and reanalyzing using a variety of conditional methods did not improve the power for detection or help discriminate between true and false positive signals.


Subject(s)
Chromosome Mapping/statistics & numerical data , Genetic Predisposition to Disease/genetics , Models, Genetic , Alleles , Humans , Lod Score , Mathematical Computing , Phenotype , Software
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