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1.
Hum Genet ; 138(1): 37-47, 2019 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-30392061

RESUMEN

Appendicitis affects 9% of Americans and is the most common diagnosis requiring hospitalization of both children and adults. We performed a genome-wide association study of self-reported appendectomy with 18,773 affected adults and 114,907 unaffected adults of European American ancestry. A significant association with appendectomy was observed at 4q25 near the gene PITX2 (rs2129979, p value = 8.82 × 10-14) and was replicated in an independent sample of Caucasians (59 affected, 607 unaffected; p value = 0.005). Meta-analysis of the associated variant across our two cohorts and cohorts from Iceland and the Netherlands (in which this association had previously been reported) showed strong cumulative evidence of association (OR = 1.12; 95% CI 1.09-1.14; p value = 1.81 × 10-23) and some evidence for effect heterogeneity (p value = 0.03). Eight other loci were identified at suggestive significance in the discovery GWAS. Associations were followed up by measuring gene expression across resected appendices with varying levels of inflammation (N = 75). We measured expression of 27 genes based on physical proximity to the GWAS signals, evidence of being targeted by eQTLs near the signals according to RegulomeDB (score = 1), or both. Four of the 27 genes (including PITX2) showed significant evidence (p values < 0.0033) of differential expression across categories of appendix inflammation. An additional ten genes showed nominal evidence (p value < 0.05) of differential expression, which, together with the significant genes, is more than expected by chance (p value = 6.6 × 10-12). PITX2 impacts morphological development of intestinal tissue, promotes an anti-oxidant response, and its expression correlates with levels of intestinal bacteria and colonic inflammation. Further studies of the role of PITX2 in appendicitis are warranted.


Asunto(s)
Apendicectomía/efectos adversos , Apendicitis/cirugía , Biomarcadores/análisis , Estudios de Asociación Genética , Proteínas de Homeodominio/genética , Inflamación/diagnóstico , Polimorfismo de Nucleótido Simple , Factores de Transcripción/genética , Enfermedad Aguda , Adolescente , Adulto , Apendicitis/patología , Estudios de Casos y Controles , Niño , Preescolar , Estudios de Cohortes , Femenino , Humanos , Lactante , Recién Nacido , Inflamación/etiología , Inflamación/patología , Masculino , Metaanálisis como Asunto , Persona de Mediana Edad , Pronóstico , Adulto Joven , Proteína del Homeodomínio PITX2
2.
Am J Gastroenterol ; 114(6): 974-983, 2019 06.
Artículo en Inglés | MEDLINE | ID: mdl-30789418

RESUMEN

OBJECTIVES: Premature activation of the digestive protease trypsin within the pancreatic parenchyma is a critical factor in the pathogenesis of pancreatitis. Alterations in genes that affect intrapancreatic trypsin activity are associated with chronic pancreatitis (CP). Recently, carboxyl ester lipase emerged as a trypsin-independent risk gene. Here, we evaluated pancreatic lipase (PNLIP) as a potential novel susceptibility gene for CP. METHODS: We analyzed all 13 PNLIP exons in 429 nonalcoholic patients with CP and 600 control subjects from Germany, in 632 patients and 957 controls from France, and in 223 patients and 1,070 controls from Japan by DNA sequencing. Additionally, we analyzed selected exons in further 545 patients with CP and 1,849 controls originating from Germany, United States, and India. We assessed the cellular secretion, lipase activity, and proteolytic stability of recombinant PNLIP variants. RESULTS: In the German discovery cohort, 8/429 (1.9%) patients and 2/600 (0.3%) controls carried a PNLIP missense variant (P = 0.02, odds ratio [OR] = 5.7, 95% confidence interval [CI] = 1.1-38.9). Variants detected in patients were prone to proteolytic degradation by trypsin and chymotrypsin. In the French replication cohort, protease-sensitive variants were also enriched in patients with early-onset CP (5/632 [0.8%]) vs controls (1/957 [0.1%]) (P = 0.04, OR = 7.6, 95% CI = 0.9-172.9). In contrast, we detected no protease-sensitive variants in the non-European populations. In the combined European data, protease-sensitive variants were found in 13/1,163 cases (1.1%) and in 3/3,000 controls (0.1%) (OR = 11.3, 95% CI = 3.0-49.9, P < 0.0001). CONCLUSIONS: Our data indicate that protease-sensitive PNLIP variants are novel genetic risk factors for the development of CP.


Asunto(s)
ADN/genética , Predisposición Genética a la Enfermedad , Lipasa/genética , Mutación , Pancreatitis Crónica/genética , Adolescente , Adulto , Biomarcadores/metabolismo , Niño , Preescolar , Análisis Mutacional de ADN , Femenino , Estudios de Seguimiento , Humanos , Lactante , Recién Nacido , Lipasa/metabolismo , Masculino , Pancreatitis Crónica/metabolismo , Factores de Riesgo , Factores de Tiempo , Adulto Joven
3.
PLoS Genet ; 10(7): e1004376, 2014 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-25033378

RESUMEN

CFTR is a dynamically regulated anion channel. Intracellular WNK1-SPAK activation causes CFTR to change permeability and conductance characteristics from a chloride-preferring to bicarbonate-preferring channel through unknown mechanisms. Two severe CFTR mutations (CFTRsev) cause complete loss of CFTR function and result in cystic fibrosis (CF), a severe genetic disorder affecting sweat glands, nasal sinuses, lungs, pancreas, liver, intestines, and male reproductive system. We hypothesize that those CFTR mutations that disrupt the WNK1-SPAK activation mechanisms cause a selective, bicarbonate defect in channel function (CFTRBD) affecting organs that utilize CFTR for bicarbonate secretion (e.g. the pancreas, nasal sinus, vas deferens) but do not cause typical CF. To understand the structural and functional requirements of the CFTR bicarbonate-preferring channel, we (a) screened 984 well-phenotyped pancreatitis cases for candidate CFTRBD mutations from among 81 previously described CFTR variants; (b) conducted electrophysiology studies on clones of variants found in pancreatitis but not CF; (c) computationally constructed a new, complete structural model of CFTR for molecular dynamics simulation of wild-type and mutant variants; and (d) tested the newly defined CFTRBD variants for disease in non-pancreas organs utilizing CFTR for bicarbonate secretion. Nine variants (CFTR R74Q, R75Q, R117H, R170H, L967S, L997F, D1152H, S1235R, and D1270N) not associated with typical CF were associated with pancreatitis (OR 1.5, p = 0.002). Clones expressed in HEK 293T cells had normal chloride but not bicarbonate permeability and conductance with WNK1-SPAK activation. Molecular dynamics simulations suggest physical restriction of the CFTR channel and altered dynamic channel regulation. Comparing pancreatitis patients and controls, CFTRBD increased risk for rhinosinusitis (OR 2.3, p<0.005) and male infertility (OR 395, p<<0.0001). WNK1-SPAK pathway-activated increases in CFTR bicarbonate permeability are altered by CFTRBD variants through multiple mechanisms. CFTRBD variants are associated with clinically significant disorders of the pancreas, sinuses, and male reproductive system.


Asunto(s)
Bicarbonatos/metabolismo , Permeabilidad de la Membrana Celular/genética , Regulador de Conductancia de Transmembrana de Fibrosis Quística/genética , Fibrosis Quística/genética , Pancreatitis/genética , Cloruros/metabolismo , Fibrosis Quística/patología , Regulador de Conductancia de Transmembrana de Fibrosis Quística/química , Regulador de Conductancia de Transmembrana de Fibrosis Quística/deficiencia , Estudios de Asociación Genética , Genotipo , Células HEK293 , Humanos , Masculino , Simulación de Dinámica Molecular , Mutación , Pancreatitis/patología , Fenotipo , Reproducción/genética
4.
Nat Genet ; 39(5): 596-604, 2007 May.
Artículo en Inglés | MEDLINE | ID: mdl-17435756

RESUMEN

We present a genome-wide association study of ileal Crohn disease and two independent replication studies that identify several new regions of association to Crohn disease. Specifically, in addition to the previously established CARD15 and IL23R associations, we identified strong and significantly replicated associations (combined P < 10(-10)) with an intergenic region on 10q21.1 and a coding variant in ATG16L1, the latter of which was also recently reported by another group. We also report strong associations with independent replication to variation in the genomic regions encoding PHOX2B, NCF4 and a predicted gene on 16q24.1 (FAM92B). Finally, we demonstrate that ATG16L1 is expressed in intestinal epithelial cell lines and that functional knockdown of this gene abrogates autophagy of Salmonella typhimurium. Together, these findings suggest that autophagy and host cell responses to intracellular microbes are involved in the pathogenesis of Crohn disease.


Asunto(s)
Autofagia/fisiología , Proteínas Portadoras/genética , Cromosomas Humanos Par 10/genética , Enfermedad de Crohn/genética , Enfermedad de Crohn/fisiopatología , Predisposición Genética a la Enfermedad/genética , Animales , Proteínas Relacionadas con la Autofagia , Proteínas Portadoras/metabolismo , Perfilación de la Expresión Génica , Células HeLa , Proteínas de Homeodominio/genética , Humanos , Inmunohistoquímica , Ratones , NADPH Oxidasas/genética , América del Norte , Polimorfismo de Nucleótido Simple , Interferencia de ARN , Factores de Transcripción/genética
5.
BMC Med Genet ; 16: 106, 2015 Nov 12.
Artículo en Inglés | MEDLINE | ID: mdl-26563154

RESUMEN

BACKGROUND: High-density lipoprotein cholesterol (HDL-C) exerts many anti-atherogenic properties including its role in reverse cholesterol transport (RCT). Scavenger receptor class B member 1 (SCARB1) plays a key role in RCT by selective uptake of HDL cholesteryl esters. We aimed to explore the genetic contribution of SCARB1 to affecting lipid levels in African Blacks from Nigeria. METHODS: We resequenced 13 exons and exon-intron boundaries of SCARB1 in 95 individuals with extreme HDL-C levels using Sanger method. Then, we genotyped 147 selected variants (78 sequence variants, 69 HapMap tagSNPs, and 2 previously reported relevant variants) in the entire sample of 788 African Blacks using either the iPLEX Gold or TaqMan methods. A total of 137 successfully genotyped variants were further evaluated for association with major lipid traits. RESULTS: The initial gene-based analysis demonstrated evidence of association with HDL-C and apolipoprotein A-I (ApoA-I). The follow-up single-site analysis revealed nominal evidence of novel associations of nine common variants with HDL-C and/or ApoA-I (P < 0.05). The strongest association was between rs11057851 and HDL-C (P = 0.0043), which remained significant after controlling for multiple testing using false discovery rate. Rare variant association testing revealed a group of 23 rare variants (frequencies ≤ 1%) associated with HDL-C (P = 0.0478). Haplotype analysis identified four SCARB1 regions associated with HDL-C (global P < 0.05). CONCLUSIONS: To our knowledge, this is the first report of a comprehensive association study of SCARB1 variations with lipid traits in an African Black population. Our results showed the consistent association of SCARB1 variants with HDL-C across various association analyses, supporting the role of SCARB1 in lipoprotein-lipid regulatory mechanism.


Asunto(s)
Estudios de Asociación Genética/métodos , Variación Genética , Lípidos/sangre , Receptores Depuradores de Clase B/genética , Adulto , Anciano , Apolipoproteína A-I/sangre , Población Negra/genética , HDL-Colesterol/sangre , Femenino , Frecuencia de los Genes , Genotipo , Haplotipos , Humanos , Modelos Lineales , Masculino , Persona de Mediana Edad , Nigeria , Fenotipo , Polimorfismo de Nucleótido Simple , Análisis de Secuencia de ADN , Adulto Joven
6.
J Lipid Res ; 55(1): 85-93, 2014 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-24212298

RESUMEN

Lipoprotein lipase (LPL) plays a crucial role in lipid metabolism by hydrolyzing triglyceride (TG)-rich particles and affecting HDL cholesterol (HDL-C) levels. In this study, the entire LPL gene plus flanking regions were resequenced in individuals with extreme HDL-C/TG levels (n = 95), selected from a population-based sample of 623 US non-Hispanic White (NHW) individuals. A total of 176 sequencing variants were identified, including 28 novel variants. A subset of 64 variants [common tag single nucleotide polymorphisms (tagSNP) and selected rare variants] were genotyped in the total sample, followed by association analyses with major lipid traits. A gene-based association test including all genotyped variants revealed significant association with HDL-C (P = 0.024) and TG (P = 0.006). Our single-site analysis revealed seven independent signals (P < 0.05; r² < 0.40) with either HDL-C or TG. The most significant association was for the SNP rs295 exerting opposite effects on TG and HDL-C levels with P values of 7.5.10⁻4 and 0.002, respectively. Our work highlights some common variants and haplotypes in LPL with significant associations with lipid traits; however, the analysis of rare variants using burden tests and SKAT-O method revealed negligible effects on lipid traits. Comprehensive resequencing of LPL in larger samples is warranted to further test the role of rare variants in affecting plasma lipid levels.


Asunto(s)
HDL-Colesterol/sangre , Lipoproteína Lipasa/genética , Triglicéridos/sangre , Adulto , Anciano , Estudios de Casos y Controles , Diabetes Mellitus Tipo 2/sangre , Diabetes Mellitus Tipo 2/genética , Femenino , Frecuencia de los Genes , Estudios de Asociación Genética , Haplotipos , Humanos , Desequilibrio de Ligamiento , Masculino , Persona de Mediana Edad , Anotación de Secuencia Molecular , Polimorfismo de Nucleótido Simple , Análisis de Secuencia de ADN
7.
BMC Genomics ; 15: 282, 2014 Apr 14.
Artículo en Inglés | MEDLINE | ID: mdl-24731236

RESUMEN

BACKGROUND: Ranking and identifying biomarkers that are associated with disease from genome-wide measurements holds significant promise for understanding the genetic basis of common diseases. The large number of single nucleotide polymorphisms (SNPs) in genome-wide studies (GWAS), however, makes this task computationally challenging when the ranking is to be done in a multivariate fashion. This paper evaluates the performance of a multivariate graph-based method called label propagation (LP) that efficiently ranks SNPs in genome-wide data. RESULTS: The performance of LP was evaluated on a synthetic dataset and two late onset Alzheimer's disease (LOAD) genome-wide datasets, and the performance was compared to that of three control methods. The control methods included chi squared, which is a commonly used univariate method, as well as a Relief method called SWRF and a sparse logistic regression (SLR) method, which are both multivariate ranking methods. Performance was measured by evaluating the top-ranked SNPs in terms of classification performance, reproducibility between the two datasets, and prior evidence of being associated with LOAD.On the synthetic data LP performed comparably to the control methods. On GWAS data, LP performed significantly better than chi squared and SWRF in classification performance in the range from 10 to 1000 top-ranked SNPs for both datasets, and not significantly different from SLR. LP also had greater ranking reproducibility than chi squared, SWRF, and SLR. Among the 25 top-ranked SNPs that were identified by LP, there were 14 SNPs in one dataset that had evidence in the literature of being associated with LOAD, and 10 SNPs in the other, which was higher than for the other methods. CONCLUSION: LP performed considerably better in ranking SNPs in two high-dimensional genome-wide datasets when compared to three control methods. It had better performance in the evaluation measures we used, and is computationally efficient to be applied practically to data from genome-wide studies. These results provide support for including LP in the methods that are used to rank SNPs in genome-wide datasets.


Asunto(s)
Enfermedad de Alzheimer/genética , Biomarcadores/metabolismo , Estudio de Asociación del Genoma Completo , Humanos , Polimorfismo de Nucleótido Simple
8.
Muscle Nerve ; 49(6): 822-8, 2014 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-24307279

RESUMEN

INTRODUCTION: Disease inclusion in the newborn screening (NBS) panel should consider the opinions of those most affected by the outcome of screening. We assessed the level and factors that affect parent attitudes regarding NBS panel inclusion of Duchenne muscular dystrophy (DMD), Becker muscular dystrophy (BMD), and spinal muscular atrophy (SMA). METHODS: The attitudes toward NBS for DMD, BMD, and SMA were surveyed and compared for 2 categories of parents, those with children affected with DMD, BMD, or SMA and expectant parents unselected for known family medical history. RESULTS: The level of support for NBS for DMD, BMD, and SMA was 95.9% among parents of children with DMD, BMD, or SMA and 92.6% among expectant parents. CONCLUSIONS: There was strong support for NBS for DMD, BMD, and SMA in both groups of parents. Given advances in diagnostics and promising therapeutic approaches, discussion of inclusion in NBS should continue.


Asunto(s)
Actitud Frente a la Salud , Distrofia Muscular de Duchenne/diagnóstico , Tamizaje Neonatal/psicología , Padres/psicología , Atrofias Musculares Espinales de la Infancia/diagnóstico , Adulto , Ansiedad/psicología , Estudios de Cohortes , Diagnóstico Precoz , Emociones , Femenino , Encuestas Epidemiológicas , Humanos , Recién Nacido , Masculino , Encuestas y Cuestionarios
9.
Gastroenterology ; 140(1): 162-71, 2011 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-20977904

RESUMEN

BACKGROUND & AIMS: Idiopathic chronic pancreatitis (ICP) is a complex inflammatory disorder associated with multiple genetic and environmental factors. In individuals without cystic fibrosis (CF), variants of CFTR that inhibit bicarbonate conductance but maintain chloride conductance might selectively impair secretion of pancreatic juice, leading to trypsin activation and pancreatitis. We investigated whether sequence variants in the gene encoding the pancreatic secretory trypsin inhibitor SPINK1 further increase the risk of pancreatitis in these patients. METHODS: We screened patients and controls for variants in SPINK1 associated with risk of chronic pancreatitis and in all 27 exons of CFTR. The final study group included 53 patients with sporadic ICP, 27 probands with familial ICP, 150 unrelated controls, 375 additional controls for limited genotyping. CFTR wild-type and p.R75Q were cloned and expressed in HEK293 cells, and relative conductances of HCO(3)(-) and Cl(-) were measured. RESULTS: SPINK1 variants were identified in 36% of subjects and 3% of controls (odds ratio [OR], 18.1). One variant of CFTR not associated with CF, p.R75Q, was found in 16% of subjects and 5.3% of controls (OR, 3.4). Coinheritance of CFTR p.R75Q and SPINK1 variants occurred in 8.75% of patients and 0.38% of controls (OR, 25.1). Patch-clamp recordings of cells that expressed CFTR p.R75Q showed normal chloride currents but significantly reduced bicarbonate currents (P = .0001). CONCLUSIONS: The CFTR variant p.R75Q causes a selective defect in bicarbonate conductance and increases risk of pancreatitis. Coinheritance of p.R75Q or CF causing CFTR variants with SPINK1 variants significantly increases the risk of ICP.


Asunto(s)
Bicarbonatos/metabolismo , Proteínas Portadoras/genética , Regulador de Conductancia de Transmembrana de Fibrosis Quística/genética , Fibrosis Quística/genética , Pancreatitis Crónica/genética , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Secuencia de Bases , Niño , Preescolar , Antiportadores de Cloruro-Bicarbonato/genética , Estudios de Cohortes , Exones/genética , Femenino , Predisposición Genética a la Enfermedad , Humanos , Lactante , Masculino , Persona de Mediana Edad , Datos de Secuencia Molecular , Inhibidor de Tripsina Pancreática de Kazal , Adulto Joven
10.
JOP ; 13(3): 258-62, 2012 May 10.
Artículo en Inglés | MEDLINE | ID: mdl-22572128

RESUMEN

CONTEXT: Hereditary pancreatitis is the early onset form of chronic pancreatitis that is carried in an autosomal dominant pattern with variable penetrance. While 80% of hereditary pancreatitis has been shown to be due to a single mutation in the trypsinogen gene PRSS1, a number of hereditary pancreatitis families have no identified genetic cause for illness; thus no reliable screening options or clear therapy. OBJECTIVE: To explore the use of massive parallel DNA sequencing technology to discover the etiology of pancreatitis in a family with idiopathic hereditary pancreatitis. DESIGN: Candidate gene screening and verification within a kindred. SETTING: Prospective cohort study, university based. PATIENTS OR PARTICIPANTS: Kindred with idiopathic hereditary pancreatitis. INTERVENTIONS: None. MAIN OUTCOME MEASURES: Identification of DNA variants predicted to increase susceptibility to pancreatitis. METHODS: Whole exome sequencing of two distantly related subjects with variant-specific confirmation in the subjects and other family members. RESULTS: We identified three deleterious genetic changes in the three major pancreatitis associated genes (PRSS1 CNV, SPINK1 c.27delC and CFTR R117H), two of which were carried by each patient. Individual targeted assays confirmed these variations in the two whole exome sequencing patients as well as affected and non-affected pedigree members. CONCLUSION: Whole exome sequencing was useful for rapid screening of candidate genes linked to pancreatitis. This method opens the door for time- and cost-effective screening of multiple disease-associated genes and modifying factors that associate in different ways to generate a complex genetic disorder.


Asunto(s)
Exoma/genética , Pancreatitis/genética , Análisis de Secuencia de ADN/métodos , Proteínas Portadoras/genética , Estudios de Cohortes , Regulador de Conductancia de Transmembrana de Fibrosis Quística/genética , Femenino , Predisposición Genética a la Enfermedad/genética , Pruebas Genéticas , Genotipo , Humanos , Masculino , Linaje , Estudios Prospectivos , Tripsina/genética , Inhibidor de Tripsina Pancreática de Kazal
11.
BMC Bioinformatics ; 12: 89, 2011 Mar 31.
Artículo en Inglés | MEDLINE | ID: mdl-21453508

RESUMEN

BACKGROUND: Gene-gene epistatic interactions likely play an important role in the genetic basis of many common diseases. Recently, machine-learning and data mining methods have been developed for learning epistatic relationships from data. A well-known combinatorial method that has been successfully applied for detecting epistasis is Multifactor Dimensionality Reduction (MDR). Jiang et al. created a combinatorial epistasis learning method called BNMBL to learn Bayesian network (BN) epistatic models. They compared BNMBL to MDR using simulated data sets. Each of these data sets was generated from a model that associates two SNPs with a disease and includes 18 unrelated SNPs. For each data set, BNMBL and MDR were used to score all 2-SNP models, and BNMBL learned significantly more correct models. In real data sets, we ordinarily do not know the number of SNPs that influence phenotype. BNMBL may not perform as well if we also scored models containing more than two SNPs. Furthermore, a number of other BN scoring criteria have been developed. They may detect epistatic interactions even better than BNMBL.Although BNs are a promising tool for learning epistatic relationships from data, we cannot confidently use them in this domain until we determine which scoring criteria work best or even well when we try learning the correct model without knowledge of the number of SNPs in that model. RESULTS: We evaluated the performance of 22 BN scoring criteria using 28,000 simulated data sets and a real Alzheimer's GWAS data set. Our results were surprising in that the Bayesian scoring criterion with large values of a hyperparameter called α performed best. This score performed better than other BN scoring criteria and MDR at recall using simulated data sets, at detecting the hardest-to-detect models using simulated data sets, and at substantiating previous results using the real Alzheimer's data set. CONCLUSIONS: We conclude that representing epistatic interactions using BN models and scoring them using a BN scoring criterion holds promise for identifying epistatic genetic variants in data. In particular, the Bayesian scoring criterion with large values of a hyperparameter α appears more promising than a number of alternatives.


Asunto(s)
Biología Computacional/métodos , Epistasis Genética , Modelos Genéticos , Teorema de Bayes , Genotipo , Humanos , Reducción de Dimensionalidad Multifactorial , Polimorfismo de Nucleótido Simple/genética
12.
Genet Epidemiol ; 34(6): 575-81, 2010 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-20568290

RESUMEN

It is believed that interactions among genes (epistasis) may play an important role in susceptibility to common diseases (Moore and Williams [2002]. Ann Med 34:88-95; Ritchie et al. [2001]. Am J Hum Genet 69:138-147). To study the underlying genetic variants of diseases, genome-wide association studies (GWAS) that simultaneously assay several hundreds of thousands of SNPs are being increasingly used. Often, the data from these studies are analyzed with single-locus methods (Lambert et al. [2009]. Nat Genet 41:1094-1099; Reiman et al. [2007]. Neuron 54:713-720). However, epistatic interactions may not be easily detected with single-locus methods (Marchini et al. [2005]. Nat Genet 37:413-417). As a result, both parametric and nonparametric multi-locus methods have been developed to detect such interactions (Heidema et al. [2006]. BMC Genet 7:23). However, efficiently analyzing epistasis using high-dimensional genome-wide data remains a crucial challenge. We develop a method based on Bayesian networks and the minimum description length principle for detecting epistatic interactions. We compare its ability to detect gene-gene interactions and its efficiency to that of the combinatorial method multifactor dimensionality reduction (MDR) using 28,000 simulated data sets generated from 70 different genetic models We further apply the method to over 300,000 SNPs obtained from a GWAS involving late onset Alzheimer's disease (LOAD). Our method outperforms MDR and we substantiate previous results indicating that the GAB2 gene is associated with LOAD. To our knowledge, this is the first successful model-based epistatic analysis using a high-dimensional genome-wide data set.


Asunto(s)
Teorema de Bayes , Regulación de la Expresión Génica/genética , Estudio de Asociación del Genoma Completo/métodos , Epistasis Genética , Variación Genética/genética , Humanos , Modelos Genéticos , Modelos Estadísticos , Polimorfismo de Nucleótido Simple
13.
J Virol ; 84(5): 2257-69, 2010 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-20015999

RESUMEN

Respiratory syncytial virus (RSV) is the major cause of lower respiratory tract infection in infants, with about half being infected in their first year of life. Yet only 2 to 3% of infants are hospitalized for RSV infection, suggesting that individual susceptibility contributes to disease severity. Previously, we determined that AKR/J (susceptible) mice developed high lung RSV titers and showed delayed weight recovery, whereas C57BL/6J (resistant) mice demonstrated low lung RSV titers and rapid weight recovery. In addition, we have reported that gene-targeted mice lacking the cystic fibrosis transmembrane conductance regulator (Cftr; ATP-binding cassette subfamily C, member 7) are susceptible to RSV infection. For this report, recombinant backcross and F2 progeny derived from C57BL/6J and AKR/J mice were infected with RSV, their lung titers were measured, and quantitative trait locus (QTL) analysis was performed. A major QTL, designated Rsvs1, was identified on proximal mouse chromosome 6 in both recombinant populations. Microarray analysis comparing lung transcripts of the parental strains during infection identified several candidate genes that mapped to the Rsvs1 interval, including Cftr. These findings add to our understanding of individual RSV susceptibility and strongly support a modifier role for CFTR in RSV infection, a significant cause of respiratory morbidity in infants with cystic fibrosis.


Asunto(s)
Susceptibilidad a Enfermedades , Estudio de Asociación del Genoma Completo , Infecciones por Virus Sincitial Respiratorio/fisiopatología , Virus Sincitiales Respiratorios/genética , Animales , Niño , Preescolar , Mapeo Cromosómico , Fibrosis Quística/genética , Fibrosis Quística/fisiopatología , Regulador de Conductancia de Transmembrana de Fibrosis Quística/genética , Regulador de Conductancia de Transmembrana de Fibrosis Quística/metabolismo , Femenino , Humanos , Lactante , Escala de Lod , Pulmón/fisiología , Pulmón/virología , Masculino , Ratones , Ratones Endogámicos AKR , Ratones Endogámicos C57BL , Ratones Noqueados , Análisis por Micromatrices , Sitios de Carácter Cuantitativo , Infecciones por Virus Sincitial Respiratorio/virología
14.
Pancreatology ; 10(2-3): 194-200, 2010.
Artículo en Inglés | MEDLINE | ID: mdl-20484958

RESUMEN

BACKGROUND/AIMS: Knowledge regarding genetic factors that influence pancreatic cancer risk is currently limited. To identify novel pancreatic cancer susceptibility loci, we conducted a two-stage genome-wide association study. METHODS: The Affymetrix Genome-Wide Human SNP Array 6.0 and DNA pooling were used in the screening stage. Twenty-six single-nucleotide polymorphisms (SNPs) were selected for follow-up. These 26 lead SNPs and additionally selected tagSNPs for the regions around the lead SNPs were evaluated by individual genotyping of the pooling population and an independent validation population. RESULTS: Of the lead SNPs, the strongest association was found with rs4820599 located in the gamma-glutamyltransferase 1 (GGT1) gene. This SNP was significantly associated with pancreatic cancer risk in the validation population and the combined dataset (p(allele-based) = 0.019 and p(allele-based) = 0.003, respectively). Statistically significant associations were also observed with two GGT1 tagSNPs: rs2017869 and rs8135987. Lead SNP rs4820599 is in high linkage disequilibrium (LD; pairwise r(2): 0.69) and tagSNP rs2017869 is in strong LD (pairwise r(2): 0.96) with SNP rs5751901, which has been reported to be associated with increased GGT1 serum levels. GGT is expressed in the pancreas and plays a key role in glutathione metabolism. CONCLUSION: Our results suggest that common variation in the GGT1 gene may affect the risk of pancreatic cancer. .


Asunto(s)
Neoplasias Pancreáticas/genética , gamma-Glutamiltransferasa/genética , Estudio de Asociación del Genoma Completo , Humanos , Polimorfismo de Nucleótido Simple
15.
Gastroenterology ; 135(3): 830-9, 839.e1-10, 2008 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-18639552

RESUMEN

BACKGROUND & AIMS: Limited access to large samples precludes genome-wide association studies of rare but complex traits. To localize candidate genes with family-based genome-wide association, a novel exploratory analysis was first tested on 1774 major histocompatibility complex single nucleotide polymorphisms (SNPs) in 240 DNA samples from 80 children with primary liver transplantation and their biologic parents. METHODS: Initially, 57 SNPs with large differences (P < .05) in minor allele frequencies were selected when parents of children with early rejection (rejectors) were compared with parents of nonrejectors. RESULTS: In hypothesis testing of selected SNPs, the gamete competition statistic identified the minor allele G of the SNP rs9296068, near HLA-DOA, as being significantly different (P = .018) between outcome groups in parent-to-child transmission. Subsequent simple association testing confirmed over- and undertransmission of rs9296068 based on the most significant differences between outcome groups, of 1774 SNPs tested (P = .002), and allele (G) frequencies that were greater among rejectors (51.4% vs 36.8%, respectively, P = .015) and lower among nonrejectors (26.8% vs 36.8%, respectively, P = .074) compared with 400 normal control Caucasian children. In early functional validation, rejectors demonstrated significant repression of the first HLA-DOA exon closest to rs9296068. Also, intragraft B lymphocytes, whose antigen-presenting function is selectively inhibited by HLA-DOA were 3-fold more numerous during rejection among rejectors with the risk allele, than those without. CONCLUSIONS: The minor allele of the SNP rs9296068 is significantly associated with liver transplantation rejection and with enhanced B-lymphocyte participation in rejection, likely because of a dysfunctional HLA-DOA gene product.


Asunto(s)
Rechazo de Injerto/genética , Antígenos HLA-D/genética , Trasplante de Hígado , Polimorfismo de Nucleótido Simple , Linfocitos B/patología , Recuento de Células , Niño , Preescolar , Femenino , Frecuencia de los Genes , Variación Genética , Genotipo , Rechazo de Injerto/inmunología , Rechazo de Injerto/patología , Humanos , Masculino , Padres
16.
Mol Pain ; 4: 58, 2008 Nov 17.
Artículo en Inglés | MEDLINE | ID: mdl-19014702

RESUMEN

BACKGROUND: Pain is often a dominant clinical feature of chronic pancreatitis but the frequency and severity is highly variable between subjects. We hypothesized that genetic polymorphisms contribute to variations in clinical pain patterns. Since genetic variations in the GTP cyclohydrolase (GCH1) gene have been reported to protect some patients from pain, we investigated the effect of the "pain protective haplotype" in well characterized patients with chronic pancreatitis (CP) or recurrent acute pancreatitis (RAP) from the North American Pancreatitis Study 2 (NAPS2). RESULTS: Subjects in the NAPS2 study were asked to rank their pain in one of 5 categories reflecting different levels of pain frequency and severity. All subjects were genotyped at rs8007267 and rs3783641 to determine the frequency of the GCH1 pain-protective haplotype. In Caucasian subjects the frequency of the pain-protective GCH1 haplotype was no different in the control group (n = 236), CP patients (n = 265), RAP patients (N = 131), or in CP patients subclassified by pain category compared to previously reported haplotype frequencies in the general Caucasian population. CONCLUSION: The GCH1 pain-protective haplotype does not have a significant effect on pain patterns or severity in RAP or CP. These results are important for helping to define the regulators of visceral pain, and to distinguish different mechanisms of pain.


Asunto(s)
GTP Ciclohidrolasa/genética , Haplotipos , Umbral del Dolor , Dolor/genética , Pancreatitis Crónica/genética , Anciano , Estudios de Cohortes , Femenino , Genotipo , Humanos , Masculino , Persona de Mediana Edad , Dolor/metabolismo , Pancreatitis Crónica/metabolismo , Sensibilidad y Especificidad
17.
Pancreatology ; 8(4-5): 520-31, 2008.
Artículo en Inglés | MEDLINE | ID: mdl-18765957

RESUMEN

BACKGROUND: Recurrent acute pancreatitis (RAP) and chronic pancreatitis (CP) are complex syndromes associated with numerous etiologies, clinical variables and complications. We developed the North American Pancreatitis Study 2 (NAPS2) to be sufficiently powered to understand the complex environmental, metabolic and genetic mechanisms underlying RAP and CP. METHODS: Between August 2000 and September 2006, a consortium of 20 expert academic and private sites prospectively ascertained 1,000 human subjects with RAP or CP, plus 695 controls (spouse, family, friend or unrelated). Standardized questionnaires were completed by both the physicians and study subjects and blood was drawn for genomic DNA and biomarker studies. All data were double-entered into a database and systematically reviewed to minimize errors and include missing data. RESULTS: A total of 1,000 subjects (460 RAP, 540 CP) and 695 controls who completed consent forms and questionnaires and donated blood samples comprised the final dataset. Data were organized according to diagnosis, supporting documentation, etiological classification, clinical signs and symptoms (including pain patterns and duration, and quality of life), past medical history, family history, environmental exposures (including alcohol and tobacco use), medication use and therapeutic interventions. Upon achieving the target enrollment, data were organized and classified to facilitate future analysis. The approaches, rationale and datasets are described, along with final demographic results. CONCLUSION: The NAPS2 consortium has successfully completed a prospective ascertainment of 1,000 subjects with RAP and CP from the USA. These data will be useful in elucidating the environmental, metabolic and genetic conditions, and to investigate the complex interactions that underlie RAP and CP.


Asunto(s)
Pancreatitis Crónica/etiología , Enfermedad Aguda , Estudios de Casos y Controles , Femenino , Humanos , Masculino , Recurrencia , Factores de Riesgo , Encuestas y Cuestionarios , Estados Unidos
18.
Biol Res Nurs ; 20(2): 126-136, 2018 03.
Artículo en Inglés | MEDLINE | ID: mdl-29357674

RESUMEN

Preeclampsia is a complex genetic disorder with an incompletely understood pathogenesis. Its phenotype may be better elucidated by integrating symptoms. This study aimed to identify symptoms by gestational age and associations with novel preeclampsia candidate genes. Women with a history of preeclampsia recruited from The Preeclampsia Registry completed clinical/demographic, symptom surveys and provided medical records. DNA extracted from saliva was processed with multiplexed assays for eight single-nucleotide polymorphisms (SNPs) selected to tag candidate genes and/or located in symptom susceptibility regions. Groups with versus without symptoms were compared using χ2. Associations between SNPs and symptoms were analyzed as genotype categories and presence/absence of the variant allele. Logistic regression modeling was conducted with exploratory p = .05. In 114 participants, 113 reported at least 1 of the 18 symptoms. Symptoms varied by trimester. Nine symptoms were associated with seven SNPs. Visual disturbances were associated with three SNPs and nausea/vomiting with two SNPs. Modeling adjustment for maternal age and parity resulted in 15 associations between 9 symptoms and 8 SNPs. Medical records demonstrated 100% concordance with self-reported diagnosis and 48% concordance with reported severity. Findings indicated novel symptom-genotype associations in preeclampsia. The small sample was self-selected, but results support future studies including medical records review. When validated, these results may lead to holistic phenotyping of women to characterize subsets of preeclampsia. This approach may optimize health in pregnancy and later life for mothers and offspring through prediction, prevention, and precision nursing care.


Asunto(s)
Predisposición Genética a la Enfermedad , Polimorfismo de Nucleótido Simple , Preeclampsia/genética , Adulto , Alelos , Femenino , Estudios de Asociación Genética , Genotipo , Edad Gestacional , Humanos , Fenotipo , Embarazo , Adulto Joven
19.
Metabolism ; 56(3): 388-93, 2007 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-17292728

RESUMEN

The objective of the study was to test for an association between type 2 diabetes mellitus (T2DM) and the Pro12Ala polymorphism in the peroxisome proliferator-activated receptor gamma gene (PPAR-gamma) in families from Colorado. We were also interested in whether there was any modification by diet or physical activity. We studied 216 Hispanic pedigrees (1850 nuclear families) and 236 non-Hispanic white (NHW) pedigrees (1240 families) from the San Luis Valley and Denver, CO. We genotyped the Pro12Ala polymorphism of the PPAR-gamma gene. Historical physical activity (average metabolic equivalent task units per week) as well as average dietary intake over the past year was assessed by self-report. Using the family-based association test, we found that in NHWs the Pro12 allele was associated with T2DM only among those with low physical activity (P = .006), or with high polyunsaturated fat intake (P = .034). A significant interaction between low physical activity and the Pro12 allele in association with T2DM was also detected using generalized estimating equations models (P = .022). Furthermore, after stratifying by physical activity similar to the family-based association test, we found the Pro12 allele was significantly associated with T2DM in those with low physical activity (odds ratio, 2.37; 95% confidence interval, 1.14-4.94). There may be a gene-environment interaction between the Pro12 allele of the PPAR-gamma gene and physical activity that results in increased risk of T2DM in NHWs.


Asunto(s)
Diabetes Mellitus Tipo 2/genética , Ejercicio Físico , PPAR gamma/genética , Adulto , Anciano , Alelos , Ácidos Grasos Insaturados/administración & dosificación , Femenino , Humanos , Masculino , Persona de Mediana Edad , Población Blanca
20.
Ann Nutr Metab ; 51(3): 252-7, 2007.
Artículo en Inglés | MEDLINE | ID: mdl-17587797

RESUMEN

BACKGROUND/AIMS: First to determine if body mass index (BMI) or waist circumference (WC) differ by possession of the Ala allele of the peroxisome proliferator-activated receptor gamma (PPARgamma) Pro12Ala polymorphism, and second, to determine if dietary fat intake and physical activity moderate these potential relationships among Hispanic Americans from Colorado. METHODS: We studied 216 Hispanic pedigrees (1,850 nuclear families) from the San Luis Valley and Denver (mean age 50 years). The families were genotyped for the Pro12Ala polymorphism of the PPARgamma gene. BMI, WC and diabetes status were measured in the clinic, and, for diabetics, self-reported BMI at diabetes diagnosis was used. Data were analyzed using the Family-Based Association Test (FBAT). We conducted overall and stratified analyses by tertiles of monounsaturated, polyunsaturated (PUFA) and saturated (SFA) fat intake, the PUFA:SFA ratio, and physical activity. We also used generalized estimating equations (GEE) to further explore the FBAT findings. RESULTS: The average BMI and WC were approximately 29 kg/m(2) and 101 cm, respectively. The frequency of the Ala allele was 13.5%. We did not find the Ala allele to be associated with BMI or WC overall (p = 0.58 and 0.23, respectively). We did find the Ala allele to be associated with increased BMI in those with high dietary PUFA and PUFA:SFA ratio (p = 0.007 and 0.01, respectively); however, these findings were not confirmed using the GEE models. CONCLUSIONS: One previous study has reported the Ala allele to be associated with higher BMI among Hispanics; however, we did not find this association. Further, we could not conclude that dietary fat intake or physical activity altered any association between BMI or WC and the Ala allele.


Asunto(s)
Índice de Masa Corporal , Diabetes Mellitus Tipo 2/genética , Hispánicos o Latinos/genética , PPAR gamma/genética , Polimorfismo Genético , Relación Cintura-Cadera , Adulto , Anciano , Alelos , Grasas de la Dieta/administración & dosificación , Grasas Insaturadas en la Dieta/administración & dosificación , Ejercicio Físico/fisiología , Femenino , Frecuencia de los Genes , Humanos , Masculino , Persona de Mediana Edad
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