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1.
Am J Respir Cell Mol Biol ; 65(2): 157-166, 2021 08.
Artículo en Inglés | MEDLINE | ID: mdl-33848452

RESUMEN

Cystic fibrosis (CF) is characterized by chronic airway infection, inflammation, and tissue damage that lead to progressive respiratory failure. NLRP3 and NLRC4 are cytoplasmic pattern recognition receptors that activate the inflammasome, initiating a caspase-1-mediated response. We hypothesized that gain-of-function inflammasome responses are associated with worse outcomes in children with CF. We genotyped nonsynonymous variants in NLRP3 and the NLRC4 pathway from individuals in the EPIC (Early Pseudomonas Infection Control) Observational Study cohort and tested for association with CF outcomes. We generated knockouts of NLRP3 and NLRC4 in human macrophage-like cells and rescued knockouts with wild-type or variant forms of NLRP3 and NLRC4. We identified a SNP in NLRP3, p.(Q705K), that was associated with a higher rate of P. aeruginosa colonization (N = 609; P = 0.01; hazard ratio, 2.3 [Cox model]) and worsened lung function over time as measured by forced expiratory volume in 1 second (N = 445; P = 0.001 [generalized estimating equation]). We identified a SNP in NLRC4, p.(A929S), that was associated with a lower rate of P. aeruginosa colonization as part of a composite of rare variants (N = 405; P = 0.045; hazard ratio, 0.68 [Cox model]) and that was individually associated with protection from lung function decline (P < 0.001 [generalized estimating equation]). Rescue of the NLRP3 knockout with the p.(Q705K) variant produced significantly more IL-1ß in response to NLRP3 stimulation than rescue with the wild type (P = 0.020 [Student's t test]). We identified a subset of children with CF at higher risk of early lung disease progression. Knowledge of these genetic modifiers could guide therapies targeting inflammasome pathways.


Asunto(s)
Proteínas Adaptadoras de Señalización CARD/genética , Proteínas de Unión al Calcio/genética , Fibrosis Quística , Inflamasomas/genética , Macrófagos/microbiología , Proteína con Dominio Pirina 3 de la Familia NLR/genética , Polimorfismo de Nucleótido Simple , Infecciones por Pseudomonas/genética , Pseudomonas aeruginosa , Niño , Preescolar , Fibrosis Quística/genética , Fibrosis Quística/microbiología , Femenino , Humanos , Inflamasomas/metabolismo , Masculino , Células THP-1 , Células U937
3.
Gynecol Oncol ; 156(2): 407-414, 2020 02.
Artículo en Inglés | MEDLINE | ID: mdl-31839337

RESUMEN

OBJECTIVE: Pap tests hold promise as a molecular diagnostic for serous ovarian cancer, but previous studies reported limited sensitivity. Furthermore, the presence of somatic mutations in normal tissue is increasingly recognized as a challenge to the specificity of mutation-based cancer diagnostics. We applied an ultra-deep sequencing method with the goal of improving sensitivity and characterizing the landscape of low-frequency somatic TP53 mutations in Pap tests. METHODS: We used CRISPR-DS to deeply sequence (mean Duplex depth ~3000×) the TP53 gene in 30 Pap tests from 21 women without cancer and 9 women with serous ovarian carcinoma with known TP53 driver mutations. Mutations were annotated and compared to those in the TP53 cancer database. RESULTS: The tumor-derived mutation was identified in 3 of 8 Pap tests from women with ovarian cancer and intact tubes. In addition, 221 low-frequency (≲0.001) exonic TP53 mutations were identified in Pap tests from women with ovarian cancer (94 mutations) and without ovarian cancer (127 mutations). Many of these mutations resembled TP53 mutations found in cancer: they impaired protein activity, were predicted to be pathogenic, and clustered in exons 5 to 8 and hotspot codons. Cancer-like mutations were identified in all women but at higher frequency in women with ovarian cancer. CONCLUSIONS: Pap tests have low sensitivity for ovarian cancer detection and carry abundant low-frequency TP53 mutations. These mutations are more frequently pathogenic in women with ovarian cancer. Determining whether low-frequency TP53 mutations in normal gynecologic tissues are associated with an increased cancer risk warrants further study.


Asunto(s)
Cistadenocarcinoma Seroso/genética , ADN/genética , Neoplasias Ováricas/genética , Proteína p53 Supresora de Tumor/genética , Adulto , Anciano , Anciano de 80 o más Años , Biomarcadores de Tumor/genética , Estudios de Cohortes , Cistadenocarcinoma Seroso/patología , ADN/aislamiento & purificación , Análisis Mutacional de ADN , Femenino , Humanos , Persona de Mediana Edad , Mutación , Neoplasias Ováricas/patología , Prueba de Papanicolaou , Adulto Joven
4.
PLoS Pathog ; 13(11): e1006703, 2017 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-29108000

RESUMEN

Host genetic variation modifying HIV-1 acquisition risk can inform development of HIV-1 prevention strategies. However, associations between rare or intermediate-frequency variants and HIV-1 acquisition are not well studied. We tested for the association between variation in genic regions and extreme HIV-1 acquisition phenotypes in 100 sub-Saharan Africans with whole genome sequencing data. Missense variants in immunoglobulin-like regions of CD101 and, among women, one missense/5' UTR variant in UBE2V1, were associated with increased HIV-1 acquisition risk (p = 1.9x10-4 and p = 3.7x10-3, respectively, for replication). Both of these genes are known to impact host inflammatory pathways. Effect sizes increased with exposure to HIV-1 after adjusting for the independent effect of increasing exposure on acquisition risk. TRIAL REGISTRATION: ClinicalTrials.gov NCT00194519; NCT00557245.


Asunto(s)
Antígenos CD/genética , Predisposición Genética a la Enfermedad , Infecciones por VIH/genética , Glicoproteínas de Membrana/genética , Factores de Transcripción/genética , Enzimas Ubiquitina-Conjugadoras/genética , Secuenciación Completa del Genoma , Población Negra , Variación Genética/genética , Estudio de Asociación del Genoma Completo , Infecciones por VIH/transmisión , VIH-1/genética , Humanos , Fenotipo , Polimorfismo de Nucleótido Simple/genética , Riesgo , Conducta Sexual
5.
Proc Natl Acad Sci U S A ; 113(21): 6005-10, 2016 May 24.
Artículo en Inglés | MEDLINE | ID: mdl-27152024

RESUMEN

Current sequencing methods are error-prone, which precludes the identification of low frequency mutations for early cancer detection. Duplex sequencing is a sequencing technology that decreases errors by scoring mutations present only in both strands of DNA. Our aim was to determine whether duplex sequencing could detect extremely rare cancer cells present in peritoneal fluid from women with high-grade serous ovarian carcinomas (HGSOCs). These aggressive cancers are typically diagnosed at a late stage and are characterized by TP53 mutations and peritoneal dissemination. We used duplex sequencing to analyze TP53 mutations in 17 peritoneal fluid samples from women with HGSOC and 20 from women without cancer. The tumor TP53 mutation was detected in 94% (16/17) of peritoneal fluid samples from women with HGSOC (frequency as low as 1 mutant per 24,736 normal genomes). Additionally, we detected extremely low frequency TP53 mutations (median mutant fraction 1/13,139) in peritoneal fluid from nearly all patients with and without cancer (35/37). These mutations were mostly deleterious, clustered in hotspots, increased with age, and were more abundant in women with cancer than in controls. The total burden of TP53 mutations in peritoneal fluid distinguished cancers from controls with 82% sensitivity (14/17) and 90% specificity (18/20). Age-associated, low frequency TP53 mutations were also found in 100% of peripheral blood samples from 15 women with and without ovarian cancer (none with hematologic disorder). Our results demonstrate the ability of duplex sequencing to detect rare cancer cells and provide evidence of widespread, low frequency, age-associated somatic TP53 mutation in noncancerous tissue.


Asunto(s)
Líquido Ascítico , Secuenciación de Nucleótidos de Alto Rendimiento , Mutación , Neoplasias Ováricas/genética , Proteína p53 Supresora de Tumor/genética , Adulto , Anciano , Femenino , Humanos , Persona de Mediana Edad , Neoplasias Ováricas/metabolismo , Neoplasias Ováricas/patología , Proteína p53 Supresora de Tumor/metabolismo
6.
Ann Hepatol ; 17(5): 871-879, 2018 Aug 24.
Artículo en Inglés | MEDLINE | ID: mdl-30145563

RESUMEN

INTRODUCTION AND AIM: We sought to identify independent risk factors for cirrhosis in HFE p.C282Y homozygotes in a cross-sectional study. MATERIAL AND METHODS: We evaluated 368 p.C282Y homozygotes who underwent liver biopsy and compared characteristics of those with and without cirrhosis. We performed multivariable logistic regression on cirrhosis with: age; sex; race/ethnicity; diabetes; blood pints/units donated voluntarily; erythrocyte pints/units received; iron supplement use; alcohol intake, g/d; body mass index, kg/m2; swollen/tender 2nd/3rd metacarpophalangeal joints; elevated alanine aminotransferase; elevated aspartate aminotransferase; steatosis/fatty liver; iron removed by phlebotomy, g; and GNPAT p.D519G positivity. RESULTS: Mean age of 368 participants (73.6% men) was 47 ± 13 (standard deviation) y. Cirrhosis was diagnosed in 86 participants (23.4%). Participants with cirrhosis had significantly greater mean age, proportion of men, diabetes prevalence, mean daily alcohol intake, prevalence of swollen/ tender 2nd/3rd metacarpophalangeal joints, mean serum ferritin, elevated alanine aminotransferase, elevated aspartate aminotransferase, and mean iron removed; and significantly fewer mean blood pints/units donated. GNPAT p.D519G positivity was detected in 82 of 188 participants (43.6%). In a multivariable model for cirrhosis, there were four significant positive associations: age (10-y intervals) (odds ratio 2.2 [95% confidence interval 1.5, 3.3]); diabetes (3.3; [1.1, 9.7]); alcohol intake (14 g alcohol drinks/d) (1.5 [1.2, 1.8]); and iron removed, g (1.3 [1.2, 1.4]). There was no statistical evidence of two-way interactions between these variables. CONCLUSION: In conclusion, cirrhosis in HFE p.C282Y homozygotes is significantly associated with age, diabetes, daily alcohol intake, and iron removed by phlebotomy, taking into account the effect of other variables.


Asunto(s)
Proteína de la Hemocromatosis/genética , Hemocromatosis/genética , Homocigoto , Cirrosis Hepática/genética , Mutación , Aciltransferasas/genética , Adulto , Factores de Edad , Consumo de Bebidas Alcohólicas/efectos adversos , Consumo de Bebidas Alcohólicas/epidemiología , Australia/epidemiología , Comorbilidad , Estudios Transversales , Diabetes Mellitus/epidemiología , Femenino , Predisposición Genética a la Enfermedad , Hemocromatosis/diagnóstico , Hemocromatosis/epidemiología , Hemocromatosis/terapia , Humanos , Cirrosis Hepática/epidemiología , Cirrosis Hepática/patología , Masculino , Persona de Mediana Edad , Fenotipo , Flebotomía , Polimorfismo de Nucleótido Simple , Prevalencia , Medición de Riesgo , Factores de Riesgo , Estados Unidos/epidemiología
7.
PLoS Genet ; 11(6): e1005273, 2015 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-26047157

RESUMEN

Discovery of rare or low frequency variants in exome or genome data that are associated with complex traits often will require use of very large sample sizes to achieve adequate statistical power. For a fixed sample size, sequencing of individuals sampled from the tails of a phenotype distribution (i.e., extreme phenotypes design) maximizes power and this approach was recently validated empirically with the discovery of variants in DCTN4 that influence the natural history of P. aeruginosa airway infection in persons with cystic fibrosis (CF; MIM219700). The increasing availability of large exome/genome sequence datasets that serve as proxies for population-based controls affords the opportunity to test an alternative, potentially more powerful and generalizable strategy, in which the frequency of rare variants in a single extreme phenotypic group is compared to a control group (i.e., extreme phenotype vs. control population design). As proof-of-principle, we applied this approach to search for variants associated with risk for age-of-onset of chronic P. aeruginosa airway infection among individuals with CF and identified variants in CAV2 and TMC6 that were significantly associated with group status. These results were validated using a large, prospective, longitudinal CF cohort and confirmed a significant association of a variant in CAV2 with increased age-of-onset of P. aeruginosa airway infection (hazard ratio = 0.48, 95% CI=[0.32, 0.88]) and variants in TMC6 with diminished age-of-onset of P. aeruginosa airway infection (HR = 5.4, 95% CI=[2.2, 13.5]) A strong interaction between CAV2 and TMC6 variants was observed (HR=12.1, 95% CI=[3.8, 39]) for children with the deleterious TMC6 variant and without the CAV2 protective variant. Neither gene showed a significant association using an extreme phenotypes design, and conditions for which the power of an extreme phenotype vs. control population design was greater than that for the extreme phenotypes design were explored.


Asunto(s)
Caveolina 2/genética , Fibrosis Quística/microbiología , Exoma , Genes Modificadores , Proteínas de la Membrana/genética , Fenotipo , Infecciones por Pseudomonas/genética , Adolescente , Niño , Preescolar , Fibrosis Quística/complicaciones , Fibrosis Quística/diagnóstico , Femenino , Humanos , Masculino , Polimorfismo Genético , Infecciones por Pseudomonas/complicaciones , Infecciones por Pseudomonas/diagnóstico , Pseudomonas aeruginosa
8.
Am J Respir Cell Mol Biol ; 57(6): 711-720, 2017 12.
Artículo en Inglés | MEDLINE | ID: mdl-28708422

RESUMEN

Cystic fibrosis (CF) remains the most lethal genetic disease in the Caucasian population. However, there is great variability in clinical phenotypes and survival times, even among patients harboring the same genotype. We identified five patients with CF and a homozygous F508del mutation in the CFTR gene who were in their fifth or sixth decade of life and had shown minimal changes in lung function over a longitudinal period of more than 20 years. Because of the rarity of this long-term nonprogressive phenotype, we hypothesized these individuals may carry rare genetic variants in modifier genes that ameliorate disease severity. Individuals at the extremes of survival time and lung-function trajectory underwent whole-exome sequencing, and the sequencing data were filtered to include rare missense, stopgain, indel, and splicing variants present with a mean allele frequency of <0.2% in general population databases. Epithelial sodium channel (ENaC) mutants were generated via site-directed mutagenesis and expressed for Xenopus oocyte assays. Four of the five individuals carried extremely rare or never reported variants in the SCNN1D and SCNN1B genes of the ENaC. Separately, an independently enriched rare variant in SCNN1D was identified in the Exome Variant Server database associated with a milder pulmonary disease phenotype. Functional analysis using Xenopus oocytes revealed that two of the three variants in δ-ENaC encoded by SCNN1D exhibited hypomorphic channel activity. Our data suggest a potential role for δ-ENaC in controlling sodium reabsorption in the airways, and advance the plausibility of ENaC as a therapeutic target in CF.


Asunto(s)
Secuencia de Aminoácidos , Regulador de Conductancia de Transmembrana de Fibrosis Quística/metabolismo , Fibrosis Quística/metabolismo , Canales Epiteliales de Sodio/metabolismo , Eliminación de Secuencia , Animales , Fibrosis Quística/genética , Regulador de Conductancia de Transmembrana de Fibrosis Quística/genética , Canales Epiteliales de Sodio/genética , Femenino , Humanos , Masculino , Xenopus , Xenopus laevis
9.
Blood Cells Mol Dis ; 63: 15-20, 2017 03.
Artículo en Inglés | MEDLINE | ID: mdl-27936396

RESUMEN

BACKGROUND: GNPAT p.D519G positivity is significantly increased in HFE p.C282Y homozygotes with markedly increased iron stores. We sought to determine associations of p.D519G and iron-related variables with iron stores in p.C282Y homozygotes. METHODS: We defined markedly increased iron stores as serum ferritin >2247pmol/L (>1000µg/L) and either hepatic iron >236µmol/g dry weight or iron >10g by induction phlebotomy (men and women). We defined normal or mildly elevated iron stores as serum ferritin <674.1pmol/L (<300µg/L) or either age≥40y with iron ≤2.5g iron by induction phlebotomy or age≥50y with ≤3.0g iron by induction phlebotomy (men only). We compared participant subgroups using univariate methods. Using multivariable logistic regression, we evaluated associations of markedly increased iron stores with these variables: age; iron supplement use (dichotomous); whole blood units donated; erythrocyte units received as transfusion; daily alcohol consumption, g; and p.D519G positivity (heterozygosity or homozygosity). RESULTS: The mean age of 56 participants (94.6% men) was 55±10 (SD) y; 41 had markedly increased iron stores. Prevalences of swollen/tender 2nd/3rd metacarpophalangeal joints and elevated aspartate or alanine aminotransferase were significantly greater in participants with markedly increased iron stores. Only participants with markedly increased iron stores had cirrhosis. In multivariable analyses, p.D519G positivity was the only exposure variable significantly associated with markedly increased iron stores (odds ratio 9.9, 95% CI [1.6, 60.3], p=0.0126). CONCLUSIONS: GNPAT p.D519G is strongly associated with markedly increased iron stores in p.C282Y homozygotes after correction for age, iron-related variables, and alcohol consumption.


Asunto(s)
Aciltransferasas/genética , Proteína de la Hemocromatosis/genética , Hierro/metabolismo , Mutación Missense , Aciltransferasas/metabolismo , Adulto , Factores de Edad , Anciano , Consumo de Bebidas Alcohólicas , Femenino , Proteína de la Hemocromatosis/metabolismo , Homocigoto , Humanos , Masculino , Persona de Mediana Edad
10.
Nat Rev Genet ; 12(11): 745-55, 2011 Sep 27.
Artículo en Inglés | MEDLINE | ID: mdl-21946919

RESUMEN

Exome sequencing - the targeted sequencing of the subset of the human genome that is protein coding - is a powerful and cost-effective new tool for dissecting the genetic basis of diseases and traits that have proved to be intractable to conventional gene-discovery strategies. Over the past 2 years, experimental and analytical approaches relating to exome sequencing have established a rich framework for discovering the genes underlying unsolved Mendelian disorders. Additionally, exome sequencing is being adapted to explore the extent to which rare alleles explain the heritability of complex diseases and health-related traits. These advances also set the stage for applying exome and whole-genome sequencing to facilitate clinical diagnosis and personalized disease-risk profiling.


Asunto(s)
Exoma/genética , Genoma Humano , Análisis de Secuencia de ADN/métodos , Alelos , Secuencia de Bases , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Humanos , Datos de Secuencia Molecular , Linaje , Fenotipo
11.
Hepatology ; 62(2): 429-39, 2015 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-25605615

RESUMEN

UNLABELLED: To identify polymorphisms associated with variability of iron overload severity in HFE-associated hemochromatosis, we performed exome sequencing of DNA from 35 male HFE C282Y homozygotes with either markedly increased iron stores (n = 22; cases) or with normal or mildly increased iron stores (n = 13; controls). The 35 participants, residents of the United States, Canada, and Australia, reported no or light alcohol consumption. Sequencing data included 82,068 single-nucleotide variants, and 10,337 genes were tested for a difference between cases and controls. A variant in the GNPAT gene showed the most significant association with severe iron overload (P = 3 × 10(-6) ; P = 0.033 by the likelihood ratio test after correction for multiple comparisons). Sixteen of twenty-two participants with severe iron overload had glyceronephosphate O-acyltransferase (GNPAT) polymorphism p.D519G (rs11558492; 15 heterozygotes, one homozygote). No control participant had this polymorphism. To examine functional consequences of GNPAT deficiency, we performed small interfering RNA-based knockdown of GNPAT in the human liver-derived cell line, HepG2/C3A. This knockdown resulted in a >17-fold decrease in expression of the messenger RNA encoding the iron-regulatory hormone, hepcidin. CONCLUSION: GNPAT p.D519G is associated with a high-iron phenotype in HFE C282Y homozygotes and may participate in hepcidin regulation.


Asunto(s)
Aciltransferasas/genética , Variación Genética , Hemocromatosis/genética , Antígenos de Histocompatibilidad Clase I/genética , Sobrecarga de Hierro/genética , Proteínas de la Membrana/genética , Alelos , Análisis de Varianza , Western Blotting , Estudios de Casos y Controles , Exoma/genética , Exoma/fisiología , Ferritinas/sangre , Hemocromatosis/fisiopatología , Proteína de la Hemocromatosis , Células Hep G2 , Homocigoto , Humanos , Sobrecarga de Hierro/fisiopatología , Cirrosis Hepática/genética , Cirrosis Hepática/fisiopatología , Masculino , Fenotipo , Mutación Puntual , ARN Interferente Pequeño/genética , Reacción en Cadena en Tiempo Real de la Polimerasa/métodos , Análisis de Secuencia de Proteína , Índice de Severidad de la Enfermedad
12.
FASEB J ; 29(8): 3582-92, 2015 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-25977255

RESUMEN

The mitochondrial respiratory chain (RC) produces most of the cellular ATP and requires strict quality-control mechanisms. To examine RC subunit proteostasis in vivo, we measured RC protein half-lives (HLs) in mice by liquid chromatography-tandem mass spectrometry with metabolic [(2)H3]-leucine heavy isotope labeling under divergent conditions. We studied 7 tissues/fractions of young and old mice on control diet or one of 2 diet regimens (caloric restriction or rapamycin) that altered protein turnover (42 conditions in total). We observed a 6.5-fold difference in mean HL across tissues and an 11.5-fold difference across all conditions. Normalization to the mean HL of each condition showed that relative HLs were conserved across conditions (Spearman's ρ = 0.57; P < 10(-4)), but were highly heterogeneous between subunits, with a 7.3-fold mean range overall, and a 2.2- to 4.6-fold range within each complex. To identify factors regulating this conserved distribution, we performed statistical analyses to study the correlation of HLs to the properties of the subunits. HLs significantly correlated with localization within the mitochondria, evolutionary origin, location of protein-encoding, and ubiquitination levels. These findings challenge the notion that all subunits in a complex turnover at comparable rates and suggest that there are common rules governing the differential proteolysis of RC protein subunits under divergent cellular conditions.


Asunto(s)
Transporte de Electrón/fisiología , Mitocondrias/fisiología , Proteínas/metabolismo , Animales , Evolución Biológica , Restricción Calórica/métodos , Femenino , Marcaje Isotópico/métodos , Leucina/metabolismo , Espectrometría de Masas/métodos , Ratones , Ratones Endogámicos C57BL , Subunidades de Proteína/metabolismo , Proteolisis , Ubiquitinación/fisiología
13.
J Biol Chem ; 289(31): 21663-72, 2014 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-24928506

RESUMEN

Translesion (TLS) DNA polymerases are specialized, error-prone enzymes that synthesize DNA across bulky, replication-stalling DNA adducts. In so doing, they facilitate the progression of DNA synthesis and promote cell proliferation. To potentiate the effect of cancer chemotherapeutic regimens, we sought to identify inhibitors of TLS DNA polymerases. We screened five libraries of ∼ 3000 small molecules, including one comprising ∼ 600 nucleoside analogs, for their effect on primer extension activity of DNA polymerase η (Pol η). We serendipitously identified sphingosine, a lipid-signaling molecule that robustly stimulates the activity of Pol η by ∼ 100-fold at low micromolar concentrations but inhibits it at higher concentrations. This effect is specific to the Y-family DNA polymerases, Pols η, κ, and ι. The addition of a single phosphate group on sphingosine completely abrogates this effect. Likewise, the inclusion of other sphingolipids, including ceramide and sphingomyelin to extension reactions does not elicit this response. Sphingosine increases the rate of correct and incorrect nucleotide incorporation while having no effect on polymerase processivity. Endogenous Pol η activity is modulated similarly as the recombinant enzyme. Importantly, sphingosine-treated cells exhibit increased lesion bypass activity, and sphingosine tethered to membrane lipids mimics the effects of free sphingosine. Our studies have uncovered sphingosine as a modulator of TLS DNA polymerase activity; this property of sphingosine may be associated with its known role as a signaling molecule in regulating cell proliferation in response to cellular stress.


Asunto(s)
Daño del ADN , ADN Polimerasa Dirigida por ADN/metabolismo , Esfingosina/fisiología , Secuencia de Bases , Cartilla de ADN , Células HEK293 , Humanos , Liposomas
14.
Am J Hum Genet ; 91(2): 224-37, 2012 Aug 10.
Artículo en Inglés | MEDLINE | ID: mdl-22863193

RESUMEN

We propose in this paper a unified approach for testing the association between rare variants and phenotypes in sequencing association studies. This approach maximizes power by adaptively using the data to optimally combine the burden test and the nonburden sequence kernel association test (SKAT). Burden tests are more powerful when most variants in a region are causal and the effects are in the same direction, whereas SKAT is more powerful when a large fraction of the variants in a region are noncausal or the effects of causal variants are in different directions. The proposed unified test maintains the power in both scenarios. We show that the unified test corresponds to the optimal test in an extended family of SKAT tests, which we refer to as SKAT-O. The second goal of this paper is to develop a small-sample adjustment procedure for the proposed methods for the correction of conservative type I error rates of SKAT family tests when the trait of interest is dichotomous and the sample size is small. Both small-sample-adjusted SKAT and the optimal unified test (SKAT-O) are computationally efficient and can easily be applied to genome-wide sequencing association studies. We evaluate the finite sample performance of the proposed methods using extensive simulation studies and illustrate their application using the acute-lung-injury exome-sequencing data of the National Heart, Lung, and Blood Institute Exome Sequencing Project.


Asunto(s)
Estudios de Casos y Controles , Interpretación Estadística de Datos , Exoma/genética , Estudios de Asociación Genética/métodos , Variación Genética , Enfermedades Raras/genética , Análisis de Secuencia de ADN/métodos , Simulación por Computador , Humanos , Modelos Genéticos
15.
Gastroenterology ; 147(3): 637-45, 2014 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-24859205

RESUMEN

BACKGROUND & AIMS: The CpG island methylator phenotype (CIMP), defined by a high frequency of aberrantly methylated genes, is a characteristic of a subclass of colon tumors with distinct clinical and molecular features. Cohort studies have produced conflicting results on responses of CIMP-positive tumors to chemotherapy. We assessed the association between tumor CIMP status and survival of patients receiving adjuvant fluorouracil and leucovorin alone or with irinotecan (IFL). METHODS: We analyzed data from patients with stage III colon adenocarcinoma randomly assigned to groups given fluorouracil and leucovorin or IFL after surgery, from April 1999 through April 2001. The primary end point of the trial was overall survival and the secondary end point was disease-free survival. DNA isolated from available tumor samples (n = 615) was used to determine CIMP status based on methylation patterns at the CACNA1G, IGF2, NEUROG1, RUNX3, and SOCS1 loci. The effects of CIMP on survival were modeled using Kaplan-Meier and Cox proportional hazards; interactions with treatment and BRAF, KRAS, and mismatch repair (MMR) status were also investigated. RESULTS: Of the tumor samples characterized for CIMP status, 145 were CIMP positive (23%). Patients with CIMP-positive tumors had shorter overall survival times than patients with CIMP-negative tumors (hazard ratio = 1.36; 95% confidence interval: 1.01-1.84). Treatment with IFL showed a trend toward increased overall survival for patients with CIMP-positive tumors, compared with treatment with fluorouracil and leucovorin (hazard ratio = 0.62; 95% CI: 0.37-1.05; P = .07), but not for patients with CIMP-negative tumors (hazard ratio = 1.38; 95% CI: 1.00-1.89; P = .049). In a 3-way interaction analysis, patients with CIMP-positive, MMR-intact tumors benefited most from the addition of irinotecan to fluorouracil and leucovorin therapy (for the interaction, P = .01). CIMP was more strongly associated with response to IFL than MMR status. Results for disease-free survival times were comparable among all analyses. CONCLUSIONS: Patients with stage III, CIMP-positive, MMR-intact colon tumors have longer survival times when irinotecan is added to combination therapy with fluorouracil and leucovorin.


Asunto(s)
Adenocarcinoma/tratamiento farmacológico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Neoplasias del Colon/tratamiento farmacológico , Islas de CpG , Metilación de ADN , Adenocarcinoma/genética , Adenocarcinoma/mortalidad , Adenocarcinoma/patología , Adulto , Anciano , Anciano de 80 o más Años , Camptotecina/administración & dosificación , Camptotecina/análogos & derivados , Quimioterapia Adyuvante , Colectomía , Neoplasias del Colon/genética , Neoplasias del Colon/mortalidad , Neoplasias del Colon/patología , Reparación de la Incompatibilidad de ADN , Supervivencia sin Enfermedad , Femenino , Fluorouracilo/administración & dosificación , Humanos , Irinotecán , Estimación de Kaplan-Meier , Leucovorina/administración & dosificación , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Fenotipo , Modelos de Riesgos Proporcionales , Medición de Riesgo , Factores de Riesgo , Factores de Tiempo , Resultado del Tratamiento , Adulto Joven
16.
Mod Pathol ; 28(6): 758-65, 2015 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-25676554

RESUMEN

Numerous histological mimics of high-grade dysplasia in Barrett's esophagus predispose to overdiagnosis and potential serious mismanagement, including unnecessary esophagectomy. This study investigates the prevalence and sources of this problem. Biopsies from 485 patients diagnosed with Barrett's high-grade dysplasia were screened for a multi-institutional, international Barrett's endoscopic ablation trial. Screening included review of the original diagnostic slides and an additional protocol endoscopy with an extensive biopsy sampling. Observer variability by the study pathologists was assessed through two blinded diagnostic rounds on 437 biopsies from 26 random study endoscopies. Study diagnostic reassessments revealed significantly lower rates of high-grade dysplasia. Only 248 patients (51%) were confirmed to have high-grade dysplasia. The remaining patients had inflamed gastric cardia without Barrett's (n=18; 7%), Barrett's without dysplasia (n=35; 15%), indefinite change (n=61; 26%), low-grade dysplasia (n=79; 33%), adenocarcinoma (n=43; 18%), and other (n=1; <1%), yielding an alarming total of 194 or 40% of patients who were overdiagnosed with Barrett's high-grade dysplasia. Study pathologists achieved a high-level agreement (90% three-way inter-observer agreement per biopsy, Kappa value 0.77) for high-grade dysplasia. Confounding factors promoting overdiagnosis included Barrett's inflammatory atypia (n=182), atypia limited to the basal metaplastic glands (n=147), imprecise criteria for low grade neoplasia (n=102), tangential sectioning artifact (n=59), and reactive gastric cardiac mucosa (n=38). A total of 194 patients (40%) were overdiagnosed with Barrett's high-grade dysplasia, as affirmed by the extensive screening process and high-level study pathologist agreement. The multiple diagnostic pitfalls uncovered should help raise pathologists' awareness of this problem and improve diagnostic accuracy.


Asunto(s)
Esófago de Barrett/diagnóstico , Esófago de Barrett/epidemiología , Enfermedades del Esófago/diagnóstico , Enfermedades del Esófago/epidemiología , Uso Excesivo de los Servicios de Salud , Esófago de Barrett/cirugía , Enfermedades del Esófago/cirugía , Humanos , Variaciones Dependientes del Observador
17.
J Immunol ; 190(7): 3373-9, 2013 Apr 01.
Artículo en Inglés | MEDLINE | ID: mdl-23447684

RESUMEN

Melioidosis is infection caused by the flagellated saprophyte Burkholderia pseudomallei. TLR5 is a pathogen recognition receptor activated by bacterial flagellin. We studied a genetic variant that encodes a defective TLR5 protein, TLR5(1174C)>T, to elucidate the role of TLR5 in melioidosis. We measured NF-κB activation induced by B. pseudomallei in human embryonic kidney-293 cells transfected with TLR5 and found that B. pseudomallei induced TLR5(1174C)- but not TLR5(1174T)-dependent activation of NF-κB. We tested the association of TLR5(1174C)>T with outcome in 600 Thai subjects with melioidosis. In a dominant model, TLR5(1174C)>T was associated with protection against in-hospital death (adjusted odds ratio: 0.20; 95% confidence interval: 0.08-0.50; p = 0.001) and organ failure (adjusted odds ratio: 0.37; 95% confidence interval: 0.19-0.71; p = 0.003). We analyzed blood cytokine production induced by flagellin or heat-killed B. pseudomallei by TLR5(1174C)>T genotype in healthy subjects. Flagellin induced lower monocyte-normalized levels of IL-6, IL-8, TNF-α, IL-10, MCP-1, IL-1ra, G-CSF, and IL-1ß in carriers of TLR5(1174T) compared with carriers of TLR5(1174C). B. pseudomallei induced lower monocyte-normalized levels of IL-10 in carriers of TLR5(1174T). We conclude that the hypofunctional genetic variant TLR5(1174C)>T is associated with reduced organ failure and improved survival in melioidosis. This conclusion suggests a deleterious immunoregulatory effect of TLR5 that may be mediated by IL-10 and identifies this receptor as a potential therapeutic target in melioidosis.


Asunto(s)
Melioidosis/genética , Melioidosis/mortalidad , Receptor Toll-Like 5/genética , Adulto , Anciano , Animales , Burkholderia pseudomallei/inmunología , Burkholderia pseudomallei/metabolismo , Estudios de Casos y Controles , Línea Celular , Cricetinae , Citocinas/inmunología , Citocinas/metabolismo , Activación Enzimática , Femenino , Predisposición Genética a la Enfermedad , Genotipo , Humanos , Masculino , Melioidosis/inmunología , Melioidosis/metabolismo , Persona de Mediana Edad , Mutación , FN-kappa B/metabolismo , Receptor Toll-Like 5/metabolismo
20.
Nat Genet ; 32(2): 280-4, 2002 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-12355086

RESUMEN

Ulcerative colitis, a chronic inflammatory disease of the colon, is associated with a high risk of colorectal carcinoma that is thought to develop through genomic instability. We considered that the rapid cell turnover and oxidative injury observed in ulcerative colitis might accelerate telomere shortening, thereby increasing the potential of chromosomal ends to fuse, resulting in cycles of chromatin bridge breakage and fusion and chromosomal instability associated with tumor cell progression. Here we have used quantitative fluorescence in situ hybridization to compare chromosomal aberrations and telomere shortening in non-dysplastic mucosa taken from individuals affected by ulcerative colitis, either with (UC progressors) or without (UC non-progressors) dysplasia or cancer. Losses, but not gains, of chromosomal arms and centromeres are highly correlated with telomere shortening. Chromosomal losses are greater and telomeres are shorter in biopsy samples from UC progressors than in those from UC non-progressors or control individuals without ulcerative colitis. A mechanistic link between telomere shortening and chromosomal instability is supported by a higher frequency of anaphase bridges--an intermediate in the breakage and fusion of chromatin bridges--in UC progressors than in UC non-progressors or control individuals. Our study shows that telomere length is correlated with chromosomal instability in a precursor of human cancer.


Asunto(s)
Aberraciones Cromosómicas , Colitis Ulcerosa/genética , Telómero/genética , Adulto , Amidas/metabolismo , Femenino , Fluoresceína-5-Isotiocianato/metabolismo , Humanos , Hibridación Fluorescente in Situ , Masculino , Compuestos Organometálicos , Ácidos Fosfóricos/metabolismo , Células del Estroma , Telómero/metabolismo
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