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1.
BioData Min ; 7(1): 35, 2014.
Article de Anglais | MEDLINE | ID: mdl-25649863

RÉSUMÉ

BACKGROUND: Identifying genetic interactions in data obtained from genome-wide association studies (GWASs) can help in understanding the genetic basis of complex diseases. The large number of single nucleotide polymorphisms (SNPs) in GWASs however makes the identification of genetic interactions computationally challenging. We developed the Bayesian Combinatorial Method (BCM) that can identify pairs of SNPs that in combination have high statistical association with disease. RESULTS: We applied BCM to two late-onset Alzheimer's disease (LOAD) GWAS datasets to identify SNPs that interact with known Alzheimer associated SNPs. We also compared BCM with logistic regression that is implemented in PLINK. Gene Ontology analysis of genes from the top 200 dataset SNPs for both GWAS datasets showed overrepresentation of LOAD-related terms. Four genes were common to both datasets: APOE and APOC1, which have well established associations with LOAD, and CAMK1D and FBXL13, not previously linked to LOAD but having evidence of involvement in LOAD. Supporting evidence was also found for additional genes from the top 30 dataset SNPs. CONCLUSION: BCM performed well in identifying several SNPs having evidence of involvement in the pathogenesis of LOAD that would not have been identified by univariate analysis due to small main effect. These results provide support for applying BCM to identify potential genetic variants such as SNPs from high dimensional GWAS datasets.

2.
Vaccine ; 31(46): 5381-91, 2013 Nov 04.
Article de Anglais | MEDLINE | ID: mdl-24075919

RÉSUMÉ

The influence of genetic variability within the major histocompatibility complex (MHC) region on variations in immune responses to childhood vaccination was investigated. The study group consisted of 135 healthy infants who had been immunized with hepatitis B (HBV), 7-valent pneumococcal conjugate (PCV7), and diphtheria, tetanus, acellular pertussis (DTaP) vaccines according to standard childhood immunization schedules. Genotype analysis was performed on genomic DNA using Illumina Goldengate MHC panels (Mapping and Exon Centric). At the 1 year post vaccination check-up total, isotypic, and antigen-specific serum antibody levels were measured using multiplex immunoassays. A number of single nucleotide polymorphisms (SNPs) within MHC Class I and II genes were found to be associated with variations in the vaccine specific antibody responses and serum levels of immunoglobulins (IgG, IgM) and IgG isotypes (IgG1, IgG4) (all at p<0.001). Linkage disequilibrium patterns and functional annotations showed that significant SNPs were strongly correlated with other functional regulatory SNPs. These SNPs were found to regulate the expression of a group of genes involved in antigen processing and presentation including HLA-A, HLA-C, HLA-G, HLA-H, HLA-DRA, HLA-DRB1, HLA-DRB5, HLA-DQA1, HLA-DQB1, HLA-DOB, and TAP-2. The results suggest that genetic variations within particular MHC genes can influence immune response to common childhood vaccinations, which in turn may influence vaccine efficacy.


Sujet(s)
Vaccins diphtérique tétanique coquelucheux acellulaires/immunologie , Vaccins anti-hépatite B/immunologie , Complexe majeur d'histocompatibilité , Vaccins antipneumococciques/immunologie , Polymorphisme de nucléotide simple , Anticorps antibactériens/sang , Vaccins diphtérique tétanique coquelucheux acellulaires/administration et posologie , Femelle , Anticorps de l'hépatite B/sang , Vaccins anti-hépatite B/administration et posologie , Vaccin antipneumococcique conjugué heptavalent , Humains , Nourrisson , Mâle , Vaccins antipneumococciques/administration et posologie
3.
Autoimmune Dis ; 2013: 761046, 2013.
Article de Anglais | MEDLINE | ID: mdl-23509613

RÉSUMÉ

Background. The persistent presence of antiphospholipid antibodies (APA) may lead to the development of primary or secondary antiphospholipid syndrome. Although the genetic basis of APA has been suggested, the identity of the underlying genes is largely unknown. In this study, we have performed a genome-wide association study (GWAS) in an effort to identify susceptibility loci/genes for three main APA: anticardiolipin antibodies (ACL), lupus anticoagulant (LAC), and anti- ß 2 glycoprotein I antibodies (anti- ß 2GPI). Methods. DNA samples were genotyped using the Affymetrix 6.0 array containing 906,600 single-nucleotide polymorphisms (SNPs). Association of SNPs with the antibody status (positive/negative) was tested using logistic regression under the additive model. Results. We have identified a number of suggestive novel loci with P < E - 05. Although they do not meet the conservative threshold of genome-wide significance, many of the suggestive loci are potential candidates for the production of APA. We have replicated the previously reported associations of HLA genes and APOH with APA but these were not the top loci. Conclusions. We have identified a number of suggestive novel loci for APA that will stimulate follow-up studies in independent and larger samples to replicate our findings.

4.
Am J Neurodegener Dis ; 1(2): 191-8, 2012.
Article de Anglais | MEDLINE | ID: mdl-22984654

RÉSUMÉ

Late-onset Alzheimer's disease (LOAD) is a complex and multifactorial disease. So far ten loci have been identified for LOAD, including APOE, PICALM, CLU, BIN1, CD2AP, CR1, CD33, EPHA1, ABCA7, and MS4A4A/MS4A6E, but they explain about 50% of the genetic risk and thus additional risk genes need to be identified. Amyloid beta (Aß) plaques develop in the brains of LOAD patients and are considered to be a pathological hallmark of this disease. Recently 12 new Aß toxicity modifier genes (ADSSL1, PICALM, SH3KBP1, XRN1, SNX8, PPP2R5C, FBXL2, MAP2K4, SYNJ1, RABGEF1, POMT2, and XPO1) have been identified that potentially play a role in LOAD risk. In this study, we have examined the association of 222 SNPs in these 12 candidate genes with LOAD risk in 1291 LOAD cases and 958 cognitively normal controls. Single site and haplotype analyses were performed using PLINK. Following adjustment for APOE genotype, age, sex, and principal components, we found single nucleotide polymorphisms (SNPs) in PPP2R5C, PICALM, SH3KBP1, XRN1, and SNX8 that showed significant association with risk of LOAD. The top SNP was located in intron 3 of PPP2R5C (P=0.009017), followed by an intron 19 SNP in PICALM (P=0.0102). Haplotype analysis revealed significant associations in ADSSL1, PICALM, PPP2R5C, SNX8, and SH3KBP1 genes. Our data indicate that genetic variation in these new candidate genes affects the risk of LOAD. Further investigation of these genes, including additional replication in other case-control samples and functional studies to elucidate the pathways by which they affect Aß, are necessary to determine the degree of involvement these genes have for LOAD risk.

5.
Neurology ; 79(3): 221-8, 2012 Jul 17.
Article de Anglais | MEDLINE | ID: mdl-22722634

RÉSUMÉ

OBJECTIVE: Recent genome-wide association studies (GWAS) of late-onset Alzheimer disease (LOAD) identified 9 novel risk loci. Discovery of functional variants within genes at these loci is required to confirm their role in Alzheimer disease (AD). Single nucleotide polymorphisms that influence gene expression (eSNPs) constitute an important class of functional variants. We therefore investigated the influence of the novel LOAD risk loci on human brain gene expression. METHODS: We measured gene expression levels in the cerebellum and temporal cortex of autopsied AD subjects and those with other brain pathologies (∼400 total subjects). To determine whether any of the novel LOAD risk variants are eSNPs, we tested their cis-association with expression of 6 nearby LOAD candidate genes detectable in human brain (ABCA7, BIN1, CLU, MS4A4A, MS4A6A, PICALM) and an additional 13 genes ±100 kb of these SNPs. To identify additional eSNPs that influence brain gene expression levels of the novel candidate LOAD genes, we identified SNPs ±100 kb of their location and tested for cis-associations. RESULTS: CLU rs11136000 (p = 7.81 × 10(-4)) and MS4A4A rs2304933/rs2304935 (p = 1.48 × 10(-4)-1.86 × 10(-4)) significantly influence temporal cortex expression levels of these genes. The LOAD-protective CLU and risky MS4A4A locus alleles associate with higher brain levels of these genes. There are other cis-variants that significantly influence brain expression of CLU and ABCA7 (p = 4.01 × 10(-5)-9.09 × 10(-9)), some of which also associate with AD risk (p = 2.64 × 10(-2)-6.25 × 10(-5)). CONCLUSIONS: CLU and MS4A4A eSNPs may at least partly explain the LOAD risk association at these loci. CLU and ABCA7 may harbor additional strong eSNPs. These results have implications in the search for functional variants at the novel LOAD risk loci.


Sujet(s)
Maladie d'Alzheimer/génétique , Chimie du cerveau/génétique , Expression des gènes/physiologie , Sujet âgé , Allèles , Apolipoprotéine E4/génétique , Autopsie , Femelle , Dosage génique , Prédisposition génétique à une maladie , Génotype , Humains , Modèles linéaires , Mâle , Polymorphisme de nucléotide simple , ARN/génétique , ARN/isolement et purification , Facteurs de risque , Lobe temporal/métabolisme
6.
J Allergy Clin Immunol ; 129(6): 1484-90.e6, 2012 Jun.
Article de Anglais | MEDLINE | ID: mdl-22560959

RÉSUMÉ

BACKGROUND: Puerto Rican and African American subjects share a significant proportion of African ancestry. Recent findings suggest that African ancestry influences lung function in African American adults. OBJECTIVE: We sought to examine whether a greater proportion of African ancestry is associated with lower FEV(1) and forced vital capacity (FVC) in Puerto Rican children independently of socioeconomic status, health care access, or key environmental/lifestyle factors. METHODS: We performed a cross-sectional case-control study of 943 Puerto Rican children aged 6 to 14 years with (n= 520) and without (n= 423) asthma (defined as physician-diagnosed asthma and wheeze in the prior year) living in Hartford, Connecticut (n= 383), and San Juan, Puerto Rico (n= 560). We estimated the percentage of African racial ancestry in study participants using genome-wide genotypic data. We tested whether African ancestry is associated with FEV(1) and FVC using linear regression. Multivariate models were adjusted for indicators of socioeconomic status and health care and selected environmental/lifestyle exposures. RESULTS: After adjustment for household income and other covariates, each 20% increment in African ancestry was significantly associated with lower prebronchodilator FEV(1) (-105 mL; 95% CI, -159 to -51 mL; P< .001) and FVC (-133 mL; 95% CI, -197 to -69 mL; P< .001) and postbronchodilator FEV(1) (-152 mL; 95% CI, -210 to -94 mL; P< .001) and FVC (-145 mL; 95% CI, -211 to -79 mL; P< .001) in children with asthma. Similar but weaker associations were found for prebronchodilator and postbronchodilator FEV(1) (change for each 20% increment in African ancestry, -78 mL; 95% CI, -131 to -25 mL; P= .004) and for postbronchodilator FVC among children without asthma. CONCLUSIONS: Genetic factors, environmental/lifestyle factors, or both correlated with African ancestry might influence childhood lung function in Puerto Rican subjects.


Sujet(s)
Asthme/ethnologie , Asthme/physiopathologie , , Adolescent , Études cas-témoins , Enfant , Femelle , Humains , Mâle , Porto Rico/épidémiologie , Tests de la fonction respiratoire , Capacité vitale
7.
Nat Genet ; 43(5): 436-41, 2011 May.
Article de Anglais | MEDLINE | ID: mdl-21460841

RÉSUMÉ

The Alzheimer Disease Genetics Consortium (ADGC) performed a genome-wide association study of late-onset Alzheimer disease using a three-stage design consisting of a discovery stage (stage 1) and two replication stages (stages 2 and 3). Both joint analysis and meta-analysis approaches were used. We obtained genome-wide significant results at MS4A4A (rs4938933; stages 1 and 2, meta-analysis P (P(M)) = 1.7 × 10(-9), joint analysis P (P(J)) = 1.7 × 10(-9); stages 1, 2 and 3, P(M) = 8.2 × 10(-12)), CD2AP (rs9349407; stages 1, 2 and 3, P(M) = 8.6 × 10(-9)), EPHA1 (rs11767557; stages 1, 2 and 3, P(M) = 6.0 × 10(-10)) and CD33 (rs3865444; stages 1, 2 and 3, P(M) = 1.6 × 10(-9)). We also replicated previous associations at CR1 (rs6701713; P(M) = 4.6 × 10(-10), P(J) = 5.2 × 10(-11)), CLU (rs1532278; P(M) = 8.3 × 10(-8), P(J) = 1.9 × 10(-8)), BIN1 (rs7561528; P(M) = 4.0 × 10(-14), P(J) = 5.2 × 10(-14)) and PICALM (rs561655; P(M) = 7.0 × 10(-11), P(J) = 1.0 × 10(-10)), but not at EXOC3L2, to late-onset Alzheimer's disease susceptibility.


Sujet(s)
Protéines adaptatrices de la transduction du signal/génétique , Maladie d'Alzheimer/génétique , Antigènes CD/génétique , Antigènes de différenciation des myélomonocytes/génétique , Protéines du cytosquelette/génétique , Protéines membranaires/génétique , Récepteur EphA1/génétique , Âge de début , Sujet âgé , Sujet âgé de 80 ans ou plus , Études de cohortes , Bases de données génétiques , Femelle , Prédisposition génétique à une maladie , Variation génétique , Étude d'association pangénomique , Humains , Mâle , Famille multigénique , Polymorphisme de nucléotide simple , Lectine-3 de type Ig liant l'acide sialique
8.
Gut ; 60(1): 77-84, 2011 Jan.
Article de Anglais | MEDLINE | ID: mdl-21148579

RÉSUMÉ

OBJECTIVE: To compare patients with chronic pancreatitis (CP) with constant pain patterns to patients with CP with intermittent pain patterns. METHODS: This was a prospective cohort study conducted at 20 tertiary medical centers in the USA comprising 540 subjects with CP. Patients with CP were asked to identify their pain from five pain patterns (A-E) defined by the temporal nature (intermittent or constant) and the severity of the pain (mild, moderate or severe). Pain pattern types were compared with respect to a variety of demographic, quality of life (QOL) and clinical parameters. Rates of disability were the primary outcome. Secondary outcomes included: use of pain medications, days lost from school or work, hospitalisations (preceding year and lifetime) and QOL as measured using the Short Form-12 (SF-12) questionnaire. RESULTS: Of the 540 CP patients, 414 patients (77%) self-identified with a particular pain pattern and were analysed. Patients with constant pain, regardless of severity, had higher rates of disability, hospitalisation and pain medication use than patients with intermittent pain. Patients with constant pain had lower QOL (by SF-12) compared with patients who had intermittent pain. Additionally, patients with constant pain were more likely to have alcohol as the aetiology for their pancreatitis. There was no association between the duration of the disease and the quality or severity of the pain. CONCLUSIONS: This is the largest study ever conducted of pain in CP. These findings suggest that the temporal nature of pain is a more important determinant of health-related QOL and healthcare utilisation than pain severity. In contrast to previous studies, the pain associated with CP was not found to change in quality over time. These results have important implications for improving our understanding of the mechanisms underlying pain in CP and for the goals of future treatments and interventions.


Sujet(s)
Ressources en santé/statistiques et données numériques , Douleur/étiologie , Pancréatite chronique/complications , Qualité de vie , Absentéisme , Adulte , Sujet âgé , Consommation d'alcool/effets indésirables , Consommation d'alcool/épidémiologie , Maladie chronique , Évaluation de l'invalidité , Méthodes épidémiologiques , Femelle , Hospitalisation/statistiques et données numériques , Humains , Mâle , Adulte d'âge moyen , Douleur/épidémiologie , Mesure de la douleur/méthodes , Pancréatite chronique/épidémiologie , Fumer/effets indésirables , Fumer/épidémiologie , États-Unis/épidémiologie
10.
Inflamm Bowel Dis ; 11(1): 1-7, 2005 Jan.
Article de Anglais | MEDLINE | ID: mdl-15674107

RÉSUMÉ

BACKGROUND AND AIMS: The inflammatory bowel diseases (IBDs) Crohn's disease (CD) and ulcerative colitis are complex disorders with an important genetic determinant. One gene associated with CD has been identified: NOD2/CARD15. Two independent genome-wide scans found significant evidence (logarithm of odds [LOD] 3.6) and suggestive evidence (LOD 2.8) for linkage on locus 14q11-12, also known as the IBD4 locus. To further characterize this locus, we assessed gene-environment interaction (IBD4 x smoking) and phenotypic heterogeneity in a large cohort of IBD-affected sibling pairs as part of an ongoing international collaborative effort. PATIENTS AND METHODS: A total of 733 IBD families, comprising 892 affected sibling pairs, were genotyped for microsatellites D14S261, D14S283, D14S972, and D14S275, spanning the IBD4 locus. Information on gender, ethnicity, age at onset, smoking at diagnosis, extraintestinal manifestations, and disease location was available. RESULTS: A significant distortion in the mean allele sharing (MAS) between affected siblings was observed for CD patients only at each of the four markers (54.6%, 52.8%, 50.4%, and 53.3%, respectively). Maximum linkage for CD was observed at marker D14S261 (multipoint nonparametric linkage score 2.36; P

Sujet(s)
Chromosomes humains de la paire 14 , Prédisposition génétique à une maladie , Maladies inflammatoires intestinales/étiologie , Maladies inflammatoires intestinales/génétique , Fumer/effets indésirables , Adolescent , Adulte , Âge de début , Études de cohortes , Environnement , Femelle , Génotype , Humains , Mâle , Répétitions microsatellites , Pedigree , Locus de caractère quantitatif , Fratrie
11.
JOP ; 5(6): 457-63, 2004 Nov 10.
Article de Anglais | MEDLINE | ID: mdl-15536282

RÉSUMÉ

CONTEXT: Alterations of the renin-angiotensin system have been implicated in the pathogenesis of various diseases. The angiotensin converting enzyme is a key enzyme in the renin-angiotensin system. A deletion polymorphism of a 287-bp fragment of intron 16 of the angiotensin converting enzyme gene allele results in higher levels of circulating enzyme. ACE deletion genotype has been linked to heart diseases, sarcoidosis and liver fibrosis. The pancreatic renin-angiotensin system plays a role in the development of pancreatic fibrosis and ACE inhibitors decrease pancreatic fibrosis in experimental models. OBJECTIVES: We investigated the frequency of the ACE gene insertion/deletion polymorphism in chronic pancreatitis patients and controls. PATIENTS: Subjects with familial pancreatitis (n=51), sporadic chronic pancreatitis (n=104), and healthy controls (n=163) were evaluated. MAIN OUTCOME MEASURE: The presence of ACE insertion/deletion polymorphism. RESULTS: The frequency of the ACE gene deletion allele was similar in familial pancreatitis (49.0%) sporadic pancreatitis (51.0%) and controls (55.8%). Furthermore, there was no significant difference in clinical features between patients with ACE-insertion or insertion/deletion genotypes vs. patients with ACE-deletion genotype. CONCLUSION: We conclude that the ACE deletion genotype does not make a significant contribution to the pathogenesis and the progression of chronic pancreatitis.


Sujet(s)
Pancréatite/génétique , Peptidyl-Dipeptidase A/génétique , Polymorphisme génétique , Adolescent , Adulte , Sujet âgé , Allèles , Calcinose/épidémiologie , Calcinose/génétique , Maladie chronique , Analyse de mutations d'ADN , Évolution de la maladie , Femelle , Fréquence d'allèle , Prédisposition génétique à une maladie , Génotype , Humains , Mâle , Adulte d'âge moyen , Mutagenèse par insertion , Maladies du pancréas/épidémiologie , Maladies du pancréas/génétique , Conduits pancréatiques/malformations , Pseudokyste du pancréas/épidémiologie , Pseudokyste du pancréas/génétique , Pancréatite/épidémiologie , Peptidyl-Dipeptidase A/physiologie , Système rénine-angiotensine/physiologie , Délétion de séquence
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