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1.
Epigenetics ; 18(1): 2214392, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-37216580

RESUMO

Tobacco, alcohol, and marijuana consumption is an important public health problem because of their high use worldwide and their association with the risk of mortality and many health conditions, such as hypertension, which is the commonest risk factor for death throughout the world. A likely pathway of action of substance consumption leading to persistent hypertension is DNA methylation. Here, we evaluated the effects of tobacco, alcohol, and marijuana on DNA methylation in the same cohort (N = 3,424). Three epigenome-wide association studies (EWAS) were assessed in whole blood using the InfiniumHumanMethylationEPIC BeadChip. We also evaluated the mediation of the top CpG sites in the association between substance consumption and hypertension. Our analyses showed 2,569 CpG sites differentially methylated by alcohol drinking and 528 by tobacco smoking. We did not find significant associations with marijuana consumption after correcting for multiple comparisons. We found 61 genes overlapping between alcohol and tobacco that were enriched in biological processes involved in the nervous and cardiovascular systems. In the mediation analysis, we found 66 CpG sites that significantly mediated the effect of alcohol consumption on hypertension. The top alcohol-related CpG site (cg06690548, P-value = 5.9·10-83) mapped to SLC7A11 strongly mediated 70.5% of the effect of alcohol consumption on hypertension (P-value = 0.006). Our findings suggest that DNA methylation should be considered for new targets in hypertension prevention and management, particularly concerning alcohol consumption. Our data also encourage further research into the use of methylation in blood to study the neurological and cardiovascular effects of substance consumption.


The consumption of tobacco, alcohol, and marijuana is very high worldwide and is associated with common diseases, like cardiovascular and neurological disorders.This study found that tobacco and alcohol have large effects on genome wide DNA methylation while marijuana consumption has nonsignificant effects.The genes differentially methylated were enriched in pathways related to neurodevelopment, suggesting the mediation between recreational drug consumption and neurological disorders.More remarkably, 66 alcohol related CpG sites significantly mediated the association between heavy drinking and hypertension.Our findings suggest that DNA methylation changes should be considered for new targets in disease prevention for recreational drug consumers.


Assuntos
Cannabis , Hipertensão , Humanos , Metilação de DNA , Cannabis/genética , Epigênese Genética , Estudo de Associação Genômica Ampla , Hipertensão/genética , DNA , Etanol , Ilhas de CpG
2.
BMC Bioinformatics ; 21(1): 533, 2020 Nov 23.
Artigo em Inglês | MEDLINE | ID: mdl-33225898

RESUMO

BACKGROUND: Accurate protocols and methods to robustly detect the mosaic loss of chromosome Y (mLOY) are needed given its reported role in cancer, several age-related disorders and overall male mortality. Intensity SNP-array data have been used to infer mLOY status and to determine its prominent role in male disease. However, discrepancies of reported findings can be due to the uncertainty and variability of the methods used for mLOY detection and to the differences in the tissue-matrix used. RESULTS: We created a publicly available software tool called MADloy (Mosaic Alteration Detection for LOY) that incorporates existing methods and includes a new robust approach, allowing efficient calling in large studies and comparisons between methods. MADloy optimizes mLOY calling by correctly modeling the underlying reference population with no-mLOY status and incorporating B-deviation information. We observed improvements in the calling accuracy to previous methods, using experimentally validated samples, and an increment in the statistical power to detect associations with disease and mortality, using simulation studies and real dataset analyses. To understand discrepancies in mLOY detection across different tissues, we applied MADloy to detect the increment of mLOY cellularity in blood on 18 individuals after 3 years and to confirm that its detection in saliva was sub-optimal (41%). We additionally applied MADloy to detect the down-regulation genes in the chromosome Y in kidney and bladder tumors with mLOY, and to perform pathway analyses for the detection of mLOY in blood. CONCLUSIONS: MADloy is a new software tool implemented in R for the easy and robust calling of mLOY status across different tissues aimed to facilitate its study in large epidemiological studies.


Assuntos
Cromossomos Humanos Y/genética , Mosaicismo , Software , Regulação para Baixo/genética , Genótipo , Humanos , Masculino , Polimorfismo de Nucleotídeo Único/genética , Reprodutibilidade dos Testes , Estatística como Assunto , Transcriptoma/genética
3.
J Natl Cancer Inst ; 112(9): 913-920, 2020 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-31945786

RESUMO

BACKGROUND: Understanding the biological differences between sexes in cancer is essential for personalized treatment and prevention. We hypothesized that the extreme downregulation of chromosome Y gene expression (EDY) is a signature of cancer risk in men and the functional mediator of the reported association between the mosaic loss of chromosome Y (LOY) and cancer. METHODS: We advanced a method to measure EDY from transcriptomic data. We studied EDY across 47 nondiseased tissues from the Genotype Tissue-Expression Project (n = 371) and its association with cancer status across 12 cancer studies from The Cancer Genome Atlas (n = 1774) and seven other studies (n = 7562). Associations of EDY with cancer status and presence of loss-off function mutations in chromosome X were tested with logistic regression models, and a Fisher's test was used to assess genome-wide association of EDY with the proportion of copy number gains. All statistical tests were two-sided. RESULTS: EDY was likely to occur in multiple nondiseased tissues (P < .001) and was statistically significantly associated with the EGFR tyrosine kinase inhibitor resistance pathway (false discovery rate = 0.028). EDY strongly associated with cancer risk in men (odds ratio [OR] = 3.66, 95% confidence interval [CI] = 1.58 to 8.46, P = .002), adjusted by LOY and age, and its variability was largely explained by several genes of the nonrecombinant region whose chromosome X homologs showed loss-of-function mutations that co-occurred with EDY during cancer (OR = 2.82, 95% CI = 1.32 to 6.01, P = .007). EDY associated with a high proportion of EGFR amplifications (OR = 5.64, 95% CI = 3.70 to 8.59, false discovery rate < 0.001) and EGFR overexpression along with SRY hypomethylation and nonrecombinant region hypermethylation, indicating alternative causes of EDY in cancer other than LOY. EDY associations were independently validated for different cancers and exposure to smoking, and its status was accurately predicted from individual methylation patterns. CONCLUSIONS: EDY is a male-specific signature of cancer susceptibility that supports the escape from X-inactivation tumor suppressor hypothesis for genes that protect women compared with men from cancer risk.


Assuntos
Cromossomos Humanos Y/genética , Neoplasias/genética , Estudos de Casos e Controles , Metilação de DNA/fisiologia , Regulação para Baixo/genética , Feminino , Regulação da Expressão Gênica , Genes Supressores de Tumor , Predisposição Genética para Doença , Estudo de Associação Genômica Ampla , Humanos , Masculino , Neoplasias/epidemiologia , Polimorfismo de Nucleotídeo Único , Fatores de Risco , Caracteres Sexuais , Transcriptoma
4.
Hum Genomics ; 13(1): 57, 2019 11 21.
Artigo em Inglês | MEDLINE | ID: mdl-31753042

RESUMO

BACKGROUND: Chromosomal inversions are structural genetic variants where a chromosome segment changes its orientation. While sporadic de novo inversions are known genetic risk factors for cancer susceptibility, it is unknown if common polymorphic inversions are also associated with the prognosis of common tumors, as they have been linked to other complex diseases. We studied the association of two well-characterized human inversions at 17q21.31 and 8p23.1 with the prognosis of lung, liver, breast, colorectal, and stomach cancers. RESULTS: Using data from The Cancer Genome Atlas (TCGA), we observed that inv8p23.1 was associated with overall survival in breast cancer and that inv17q21.31 was associated with overall survival in stomach cancer. In the meta-analysis of two independent studies, inv17q21.31 heterozygosity was significantly associated with colorectal disease-free survival. We found that the association was mediated by the de-methylation of cg08283464 and cg03999934, also linked to lower disease-free survival. CONCLUSIONS: Our results suggest that chromosomal inversions are important genetic factors of tumor prognosis, likely affecting changes in methylation patterns.


Assuntos
Inversão Cromossômica/genética , Cromossomos Humanos Par 17/genética , Cromossomos Humanos Par 8/genética , Estudos de Associação Genética , Predisposição Genética para Doença , Neoplasias/genética , Polimorfismo Genético , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Ilhas de CpG/genética , Metilação de DNA/genética , Intervalo Livre de Doença , Feminino , Regulação Neoplásica da Expressão Gênica , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Adulto Jovem
5.
Biomédica (Bogotá) ; 39(3): 595-600, jul.-set. 2019. tab, graf
Artigo em Espanhol | LILACS | ID: biblio-1038818

RESUMO

Resumen Introducción. Los proyectos del mapa de haplotipos (HapMap) y de los 1.000 genomas han sido fundamentales para la compresión del componente genético de las enfermedades comunes y los fenotipos normales. Sin embargo, la variabilidad genética colombiana incluida en estos proyectos no es representativa del país. Objetivo. Contribuir al conocimiento de la variabilidad genética de la población colombiana a partir del estudio genómico de una muestra de individuos de Bogotá. Materiales y métodos. Se genotipificaron 2'372.784 marcadores genéticos de 32 individuos nacidos en Bogotá y de padres originarios de la misma ciudad utilizando la plataforma Illumina™. Los niveles de variabilidad genética se determinaron y se compararon con los datos disponibles de otras poblaciones del proyecto de los 1.000 genomas. Resultados. Los individuos analizados presentaron una variabilidad genética semejante a la de poblaciones con las que comparten ancestros. No obstante, a pesar de la poca diferenciación genética detectada en la población de Bogotá y en la de Medellín, el análisis de los componentes principales sugiere una composición genética diferente en las dos poblaciones. Conclusiones. El análisis genómico de la muestra de Bogotá permitió detectar similitudes y diferencias con otras poblaciones americanas. El aumento de tamaño de la muestra bogotana y la inclusión de muestras de otras regiones del país permitirán una mejor compresión de la variabilidad genética en Colombia, lo cual es fundamental para los estudios de salud humana, y la prevención y el tratamiento de enfermedades comunes en el país.


Abstract Introduction: The HapMap and the 1000 Genomes projects have been important for understanding the genetic component of common diseases and normal phenotypes. However, the Colombian genetic variability included in these projects is not fully representative of our country. Objective: To contribute to the knowledge of the Colombian genetic variability through the genomic study of a sample of individuals from Bogotá. Materials and methods: A total of 2,372,784 genetic markers were genotyped in 32 individuals born in Bogotá whose parents are from the same region, using the Illumina™ platform. The genetic variability levels were determined and compared with the data available from other populations of the 1000 Genomes Project. Results: The genetic variability detected in the individuals from Bogotá was similar to those with shared ancestry. However, despite the low levels of genetic differentiation between Bogotá and Medellín, populations the principal component analysis suggested a different genetic composition in them. Conclusions: Our genomic analysis of a Bogotá sample allowed us to detect similarities and differences with other American populations. The increase of the Bogotá sample and the inclusion of samples from other regions of the country will improve our understanding of the genetic variability in Colombia, essential for studies of human health and the prevention and treatment of common diseases in our country.


Assuntos
Feminino , Humanos , Masculino , Variação Genética , Haplótipos , Marcadores Genéticos , Projeto Genoma Humano , Cidades/etnologia , Colômbia/etnologia , Polimorfismo de Nucleotídeo Único , População Negra/genética , Indígena Americano ou Nativo do Alasca/genética , Povo Asiático/genética , População Branca/genética
6.
BMC Genomics ; 19(1): 926, 2018 Dec 13.
Artigo em Inglês | MEDLINE | ID: mdl-30545302

RESUMO

BACKGROUND: Genes corregulate their overall transcript volumes to perform their physiological functions. However, it is unknown if they additionally coregulate their transcript diversities. We studied the reliability, consistency and functional associations of co-splicing correlations of genes of interest, across two independent studies, multiple tissues and two statistical methods. We thoroughly investigated the reproducibility of co-splicing correlations of APP, the candidate gene of Azheimer's disease (AD). We then studied how co-splicing correlations in different tissues contributed to predict functional interactions of three other genes and finally computed co-splicing frequency for 17 thousand genes across 52 human tissues. RESULTS: We replicated co-splicing correlations between APP and 5 AD-related genes and reproduced expected enrichment of APP co-splicing in synaptic vesicle cycle and proteosome pathways. We observed novel associations for tissue vulnerability to disease with enrichment in APP co-splicing, co-expression and epistasis in AD. APP co-splicing was the strongest predictor and replicated between studies. We confirmed known gene interactions of PRPF8 and GRIA1 in testis and brain cortex, and observed a novel interaction of FGFR2, in breast and prostate, modulated by cancer risk-variants. We produced a co-splicing map across 52 human tissues to help predict the function of over 17 thousand genes. CONCLUSIONS: We show that coregulation of transcript diversities provides novel biological insights in gene physiology and helps to interpret GWAS results. Co-splicing correlations are reliable and frequent and should be further pursued to help predict gene function. Our results additionally support current AD interventions aiming at the ubiquitin proteosome pathway but unveil the need to consider transcript diversity in addition to volume to assess treatment response and susceptibility to the disease.


Assuntos
Doença de Alzheimer/genética , Precursor de Proteína beta-Amiloide/genética , Proteínas Adaptadoras de Transdução de Sinal , Processamento Alternativo , Doença de Alzheimer/patologia , Precursor de Proteína beta-Amiloide/metabolismo , Proteínas Relacionadas à Autofagia , Mama/metabolismo , Proteínas de Transporte/genética , Proteínas de Transporte/metabolismo , Proteínas de Ciclo Celular/genética , Proteínas de Ciclo Celular/metabolismo , Feminino , Hipocampo/metabolismo , Humanos , Masculino , Polimorfismo de Nucleotídeo Único , RNA/química , RNA/isolamento & purificação , RNA/metabolismo , Proteínas de Ligação a RNA/metabolismo , Receptor Tipo 2 de Fator de Crescimento de Fibroblastos/genética , Receptor Tipo 2 de Fator de Crescimento de Fibroblastos/metabolismo , Receptores de AMPA/genética , Receptores de AMPA/metabolismo , Receptores Depuradores Classe B/genética , Receptores Depuradores Classe B/metabolismo , Análise de Sequência de RNA , Testículo/metabolismo
7.
Rev. méd. Maule ; 33(2): 13-19, sept. 2018. tab
Artigo em Espanhol | LILACS | ID: biblio-1292502

RESUMO

INTRODUCTION: Ventilator-associated pneumonia is the sixth nosocomial infection most frequent in Chile. Considering the high mortality associated in this infection, it is important to know the local agents and their respective resistances and susceptibilities to choose and appropriate management. OBJECTIVE: Describe the resistance and susceptibilities to antibiotics of the most frequent microorganism in ventilator-associated pneumonia in the Intensive Care Unit at Hospital Regional de Talca. METHODS: We studied the resistance and susceptibility to antibiotics to each organism isolated in patients with ventilator-associated pneumonia in the Intensive Care Unit at Hospital Regional de Talca since 2013 to 2016, according to the reports of the Cross Infection Unit at this establishment. OUTCOMES: We collected 59 cases and there were 29 cases of them with one microorganism. The highest incidence of ventilator-associated pneumonia was in 2014, while the lowest was in 2015. The most frequent agents isolated were A. baumannii (32,2%), S. aureus (30,1%), P. aeruginosa (10,75%) and K. pneumoniae (10,75%). In general, we found that the highest resistence to antibiotic was to Ceftriaxone, while the highest susceptibility to antibiotic were to Vancomicine and Tigecicline.


Assuntos
Humanos , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Pneumonia Associada à Ventilação Mecânica/microbiologia , Testes de Sensibilidade Microbiana , Chile , Infecção Hospitalar , Estudos Retrospectivos , Seleção de Pacientes , Farmacorresistência Bacteriana
8.
PLoS One ; 13(12): e0210293, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30596798

RESUMO

Tropical forests in the Americas are undergoing rapid conversion to commercial agriculture, and many migratory bird species that use these forests have experienced corresponding populations declines. Conservation research for migratory birds in the tropics has focused overwhelmingly on shade coffee plantations and adjacent forest, but both cover types are now in decline, creating an urgent need to evaluate conservation opportunities in other agricultural systems. Here we compare how a community of 42 Neotropical migratory bird species and a subset of five conservation-priority species differ in usage and habitat associations among a secondary forest baseline and four expanding commercial plantation systems in Guatemala: African oil palm, teak, rubber, and mixed-native hardwoods. We found that mixed-native hardwood plantations supported the highest richness and diversity of all migrants and that the three hardwood plantation types generally outperformed oil palm in richness and diversity metrics. Despite this, oil palm supported high abundance of several common and widespread species also experiencing range-wide population declines and may therefore play an important role in conserving common species. Mature secondary forest hosted low abundance and diversity of the full migratory community, but high abundance and richness of conservation priority migrants along with native hardwood and teak plantations. Likewise, the percentage of forest cover on the landscape was positively associated with priority migrant abundance and richness but negatively associated with the abundance of migrants in general, highlighting how individual species within the broad group of Neotropical migratory landbirds respond differently to anthropogenic changes in land use. Across all cover types, the retention of tall overstory trees increased the abundance, richness, and diversity of all migrants, which indicates that vertical structural diversity and remnant trees are important habitat features for birds in agricultural landscapes. Our findings show that conservation opportunities exist in hardwood and oil palm plantations, though the species likely to benefit from conservation action will vary among plantation types. For the subset of conservation priority migrants, our results suggest that conservation efforts should combine strategies that retain and restore secondary forest, promote the adoption of native hardwood and teak plantations, and promote the retention of tall, remnant trees in agricultural landscapes.


Assuntos
Migração Animal/fisiologia , Arecaceae , Aves/fisiologia , Conservação dos Recursos Naturais , Produção Agrícola , Clima Tropical , Animais , Florestas , Guatemala , Masculino
9.
Rev. méd. Maule ; 33(1): 14-20, jun. 2017. tab
Artigo em Espanhol | LILACS | ID: biblio-1283792

RESUMO

Urinary tract infection associated to permanent catheterization is the most frequent infection associated to health care. Antibiotic resistance is an increasing problem, thus it is important to know the local pathogenic agents, their resistance and sensibility profiles to use an optimal treatment. OBJECTIVES: Describe the resistance and sensibility profiles in the most frequent microorganisms in urinary tract infections associated to permanent catheterization at the Internal Medicine Service of Hospital Regional de Talca. METHODS: We studied the antibiotic resistance and sensitivity of each microorganism isolated from urinary samples from patients with the antecedent of permanent urinary catheterization at the Internal Medicine Service of Hospital Regional de Talca since January 2013 to December 2016, according to the records at the Cross Infection Unit of this center. OUTCOMES: We collected 69 cases, there were 14 of them with two agents. The highest incidence of urinary tract infections associated to permanent urinary catheterization was at 2014, while the lowest at 2015. The most frequent agents detected were K. pneumoniae (34%), E. coli (20%), P. aeruginosa (20%) and A. baumannii (5%), holding a similar tendency in each year. We found 23 strains of Enterobacteriaceae producing Extended-spectrum ß- Lactamases. In general we found that Carbapenems and Amikacin had the best sensitivity while Nitrofurantoin and Ciprofloxacin had the highest resistance


Assuntos
Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Idoso , Idoso de 80 Anos ou mais , Infecções Bacterianas/epidemiologia , Infecções Urinárias/microbiologia , Infecções Urinárias/epidemiologia , Infecções Comunitárias Adquiridas/epidemiologia , Infecções Relacionadas a Cateter/microbiologia , Infecções Relacionadas a Cateter/epidemiologia , Infecções Bacterianas/microbiologia , Resistência Microbiana a Medicamentos , Infecções Comunitárias Adquiridas/microbiologia , Staphylococcus aureus Resistente à Meticilina/isolamento & purificação
10.
Alzheimers Dement ; 13(4): 493-497, 2017 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-27337227

RESUMO

INTRODUCTION: It is unknown if risk loci, identified by genome-wide association studies of late-onset Alzheimer's disease (LOAD), are linked to common molecular mechanisms through epistatic effects. METHODS: We performed genome-wide interaction studies of five risk variants for LOAD followed by enrichment analyses to find if there are pathways that simultaneously interact with more than one variant. This novel approach was applied to four independent cohorts (5393 cases and 3746 controls). RESULTS: We found enrichment of epistasis in gonadotropin-releasing hormone signaling with risk single-nucleotide polymorphisms in APOE and MS4A6A (P value = 3.7 × 10-5, P value = 5.6 × 10-6); vascular smooth muscle contraction pathway was also enriched in epistasis with these loci (P value = 9.6 × 10-5, P value = 2.4 × 10-7). MS4A6A risk variant also interacted with dilated cardiomyopathy pathway (P value = 3.1 × 10-7). DISCUSSION: In addition to APOE, MS4A6A polymorphisms should be considered in hormone trials targeting gonadotropins. Interactions of risk variants with neurovascular pathways may also be important in LOAD pathology.


Assuntos
Doença de Alzheimer/genética , Apolipoproteínas E/genética , Epistasia Genética , Hormônio Liberador de Gonadotropina/metabolismo , Proteínas de Membrana/genética , Polimorfismo de Nucleotídeo Único , Doença de Alzheimer/metabolismo , Apolipoproteínas E/metabolismo , Estudos de Coortes , Simulação por Computador , Predisposição Genética para Doença , Estudo de Associação Genômica Ampla , Humanos , Proteínas de Membrana/metabolismo , Modelos Genéticos , Transdução de Sinais/genética , População Branca/genética
11.
J Allergy Clin Immunol ; 134(1): 46-55, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-24315451

RESUMO

BACKGROUND: The fraction of exhaled nitric oxide (Feno) value is a biomarker of eosinophilic airway inflammation and is associated with childhood asthma. Identification of common genetic variants associated with childhood Feno values might help to define biological mechanisms related to specific asthma phenotypes. OBJECTIVE: We sought to identify the genetic variants associated with childhood Feno values and their relation with asthma. METHODS: Feno values were measured in children age 5 to 15 years. In 14 genome-wide association studies (N = 8,858), we examined the associations of approximately 2.5 million single nucleotide polymorphisms (SNPs) with Feno values. Subsequently, we assessed whether significant SNPs were expression quantitative trait loci in genome-wide expression data sets of lymphoblastoid cell lines (n = 1,830) and were related to asthma in a previously published genome-wide association data set (cases, n = 10,365; control subjects: n = 16,110). RESULTS: We identified 3 SNPs associated with Feno values: rs3751972 in LYR motif containing 9 (LYRM9; P = 1.97 × 10(-10)) and rs944722 in inducible nitric oxide synthase 2 (NOS2; P = 1.28 × 10(-9)), both of which are located at 17q11.2-q12, and rs8069176 near gasdermin B (GSDMB; P = 1.88 × 10(-8)) at 17q12-q21. We found a cis expression quantitative trait locus for the transcript soluble galactoside-binding lectin 9 (LGALS9) that is in linkage disequilibrium with rs944722. rs8069176 was associated with GSDMB and ORM1-like 3 (ORMDL3) expression. rs8069176 at 17q12-q21, but not rs3751972 and rs944722 at 17q11.2-q12, were associated with physician-diagnosed asthma. CONCLUSION: This study identified 3 variants associated with Feno values, explaining 0.95% of the variance. Identification of functional SNPs and haplotypes in these regions might provide novel insight into the regulation of Feno values. This study highlights that both shared and distinct genetic factors affect Feno values and childhood asthma.


Assuntos
Asma/genética , Cromossomos Humanos Par 17 , Chaperonas Moleculares/genética , Proteínas de Neoplasias/genética , Óxido Nítrico Sintase Tipo II/genética , Polimorfismo de Nucleotídeo Único , Adolescente , Asma/metabolismo , Asma/patologia , Biomarcadores/metabolismo , Testes Respiratórios , Criança , Pré-Escolar , Expiração , Feminino , Estudo de Associação Genômica Ampla , Haplótipos , Humanos , Desequilíbrio de Ligação , Masculino , Chaperonas Moleculares/metabolismo , Proteínas de Neoplasias/metabolismo , Óxido Nítrico/biossíntese , Óxido Nítrico Sintase Tipo II/metabolismo , Locos de Características Quantitativas , Risco
12.
BMC Bioinformatics ; 12: 147, 2011 May 11.
Artigo em Inglês | MEDLINE | ID: mdl-21682923

RESUMO

BACKGROUND: Multiplex-Dependent Probe Amplification (MLPA) is a cost-effective experimental method for candidate gene studies, aimed at the identification of copy number alterations. The analysis of such genetic variants, from electropherogram peak intensities, involves two main stages. First, peak normalization for each probe is required to remove the contribution of probe size to peak intensity. Second, the statistical significance of peak alteration between case and control samples is estimated. A number of methods have been proposed in each step with varying levels of complexity and precision. However, there is no single framework from which the results of each method and possible combinations at each step can be assessed. RESULTS: We present MLPAstats, an R package designed to integrate the methods for exploring different analysis scenarios in a reliable way. A GUI has been developed to allow researchers to find their optimal analysis strategy. CONCLUSIONS: MLPAstats is an analysis tool that promotes the use of cost-effective MLPA suitable for candidate gene studies. Its R implementation allows future methods to be easily incorporated, while its GUI will facilitate its use by non-expert analysts. A vignette describing a set-by-step tutorial is also available with the package.


Assuntos
Variações do Número de Cópias de DNA , Técnicas de Amplificação de Ácido Nucleico/métodos , Software , Neoplasias da Mama/genética , Humanos
13.
BMC Bioinformatics ; 12: 166, 2011 May 17.
Artigo em Inglês | MEDLINE | ID: mdl-21586113

RESUMO

BACKGROUND: Mosaicism for copy number and copy neutral chromosomal rearrangements has been recently identified as a relatively common source of genetic variation in the normal population. However its prevalence is poorly defined since it has been only studied systematically in one large-scale study and by using non optimal ad-hoc SNP array data analysis tools, uncovering rather large alterations (> 1 Mb) and affecting a high proportion of cells. Here we propose a novel methodology, Mosaic Alteration Detection-MAD, by providing a software tool that is effective for capturing previously described alterations as wells as new variants that are smaller in size and/or affecting a low percentage of cells. RESULTS: The developed method identified all previously known mosaic abnormalities reported in SNP array data obtained from controls, bladder cancer and HapMap individuals. In addition MAD tool was able to detect new mosaic variants not reported before that were smaller in size and with lower percentage of cells affected. The performance of the tool was analysed by studying simulated data for different scenarios. Our method showed high sensitivity and specificity for all assessed scenarios. CONCLUSIONS: The tool presented here has the ability to identify mosaic abnormalities with high sensitivity and specificity. Our results confirm the lack of sensitivity of former methods by identifying new mosaic variants not reported in previously utilised datasets. Our work suggests that the prevalence of mosaic alterations could be higher than initially thought. The use of appropriate SNP array data analysis methods would help in defining the human genome mosaic map.


Assuntos
Desequilíbrio Alélico , Mosaicismo , Análise de Sequência com Séries de Oligonucleotídeos/métodos , Polimorfismo de Nucleotídeo Único , Aberrações Cromossômicas , Genoma Humano , Humanos , Sensibilidade e Especificidade , Neoplasias da Bexiga Urinária/genética
14.
Gastroenterology ; 139(3): 788-96, 796.e1-6, 2010 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-20638935

RESUMO

BACKGROUND & AIMS: Ten common low-penetrant genetic variants have been consistently associated with colorectal cancer (CRC) risk; little is known about the correlation between these variants and CRC phenotype. Characterization of such a correlation would improve CRC management and prevention programs. We assessed the association between these genetic variants and CRC phenotype in patients and modeled pairwise combinations to detect epistasis. METHODS: The validation population corresponded to a prospective, multicenter, population-based cohort (EPICOLON I) of 1096 patients with newly diagnosed CRC. The replication set was an independent, prospective, multicenter Spanish cohort (EPICOLON II) of 895 patients with newly diagnosed CRC. For individual single nucleotide polymorphism (SNP) association analyses, a multivariate method using logistic regression was applied in EPICOLON I and subsequently prospectively validated in EPICOLON II. Interactions between SNPs were assessed using the likelihood ratio test. RESULTS: Validated results confirmed that the C allele on 8q23.3 (rs16892766) was significantly associated with advanced-stage tumors (odds ratio [OR], 1.48; 95% confidence interval [CI], 1.15-1.90; P value = 4.9 x 10(-3)). The G allele on 8q24.21 (rs6983267) was more common in patients with a familial history of CRC (OR, 2.02; 95% CI, 1.35-3.03; P value = 3.9 x 10(-4)). The combination of rs6983267 on 8q24.21 and rs9929218 on 16q22.2 was associated with a history of colorectal adenoma (carriers of GG and AA, respectively; OR, 2.28; 95% CI, 1.32-3.93; P = 5.0 x 10(-4)). CONCLUSIONS: CRC susceptibility variants at 8q23.3, 8q24.21, and 16q22.2 appear to be associated with cancer phenotype. These findings might be used to develop screening and surveillance strategies.


Assuntos
Cromossomos Humanos Par 16 , Cromossomos Humanos Par 8 , Neoplasias Colorretais/genética , Regulação Neoplásica da Expressão Gênica , Polimorfismo de Nucleotídeo Único , Idoso , Idoso de 80 Anos ou mais , Diferenciação Celular , Neoplasias Colorretais/patologia , Feminino , Frequência do Gene , Estudos de Associação Genética , Predisposição Genética para Doença , Humanos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Razão de Chances , Linhagem , Fenótipo , Estudos Prospectivos , Reprodutibilidade dos Testes , Medição de Risco , Fatores de Risco , Espanha
15.
Neuroimage ; 45(2): 549-61, 2009 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-19159693

RESUMO

The present study used functional magnetic resonance imaging (fMRI) to investigate the neural mechanisms of nicotine effects on antisaccades (an oculomotor measure of the conflict between a reflexive response and a spatially complex volitional response) and prosaccades (involving reflexive overt attentional shifts). Given the known inter-individual variability in drug response we aimed to identify oculomotor variables and brain areas in which significant inter-individual heterogeneity in response to nicotine is observed. To do so we calculated within-session intraclass correlation (ICC) coefficients over measurements obtained before and after nicotine/placebo administration and reasoned that a significant reduction in ICC with nicotine compared to placebo would reflect the operation of significant inter-individual response heterogeneity. Thirteen light-to-moderate smokers and 11 non-smokers completed fMRI during antisaccades before and after subcutaneous injection of 12 microg/kg nicotine or saline placebo in a double-blind, randomised, cross-over design. All participants were healthy, right-handed males. Nicotine and placebo were given on separate occasions approximately 1 week apart with time of injection kept constant. Nicotine significantly reduced antisaccade latencies in both groups. At the level of brain function, during antisaccades the blood oxygen level dependent (BOLD) response in the left frontal eye field was non-significantly reduced by nicotine while it significantly increased following placebo in non-smokers, but there was no discernible effect in smokers. During prosaccades, it was found that deactivation areas (posterior cingulate gyrus and precuneus; right superior temporal gyrus) showed enhanced deactivations following nicotine administration in both groups. ICC analysis identified significant inter-individual response heterogeneity in antisaccade reflexive errors in smokers, and in a number of brain regions, particularly in non-smokers. These findings suggest that nicotine has beneficial effects at the cognitive level and leads to reductions in task-related activations and further decreases of BOLD in deactivation areas. The comparison of within-session ICCs across drug conditions suggests that the effects of nicotine are subject to inter-individual variability at behavioural and neural levels.


Assuntos
Encéfalo/efeitos dos fármacos , Encéfalo/fisiopatologia , Potenciais Evocados/efeitos dos fármacos , Movimentos Oculares/efeitos da radiação , Nicotina/administração & dosagem , Reflexo/efeitos dos fármacos , Fumar/fisiopatologia , Adulto , Feminino , Humanos , Injeções Subcutâneas , Masculino
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