RESUMO
Experimental techniques for the identification of genes associated with diseases are expensive and have certain limitations. In this scenario, computational methods are useful tools to identify lists of promising genes for further experimental verification. This paper describes a flexible methodology for the in silico prediction of genes associated with diseases combining the use of available tools for gene enrichment analysis, gene network generation and gene prioritization. A set of reference genes, with a known association to a disease, is used as bait to extract candidate genes from molecular interaction networks and enriched pathways. In a second step, prioritization methods are applied to evaluate the similarities between previously selected candidates and the set of reference genes. The top genes obtained by these programs are grouped into a single list sorted by the number of methods that have selected each gene. As a proof of concept, top genes reported a few years ago in SzGene and AlzGene databases were used as references to predict genes associated to schizophrenia and Alzheimer's disease, respectively. In both cases, we were able to predict a statistically significant amount of genes belonging to the updated lists.
Assuntos
Doença de Alzheimer/genética , Estudos de Associação Genética/estatística & dados numéricos , Esquizofrenia/genética , Biologia Computacional , Bases de Dados Genéticas , Redes Reguladoras de Genes , Predisposição Genética para Doença , Estudo de Associação Genômica Ampla/estatística & dados numéricos , Humanos , Design de SoftwareRESUMO
BACKGROUND: Incidence of type 1 diabetes varies widely around the world, probably due to ethnic differences across populations among other factors. AIMS: To determine whether there is an association between disease and ancestry proportions; and to control disease-HLA associations for possible confounding by admixture or population stratification. SUBJECTS AND METHODS: 100 cases and 129 controls participated in the study. Ancestry informative markers, which have considerable differences in frequency between European, West African and Native American populations were used. Type 1 diabetes associated HLA susceptibility/protection alleles were ascertained by PCR using specific primers. Statistical analyses were conducted using STRUCTURE 2.1, ADMIXMAP 3.7, SPSS 16.0 and STRAT 1.0 packages. RESULTS: The results of logistic regression implemented in ADMIXMAP 3.7 indicated that European ancestry was associated with type 1 diabetes mellitus with an odds ratio of 5.7 corresponding to one unit change in European admixture proportion. Association was found between HLA alleles and disease, DQA1*0501, *0301 DQB1*0201 and DRB1*0301, *0401 being susceptibility alleles and DRB1*1501, DQA1*0102/3 and DQB1*0602 being protective alleles. CONCLUSIONS: We found an association between European ancestry and type 1 diabetes in our sample, indicating the contribution of ethnicity to incidence differences. Previously reported associations of HLA DR/DQ alleles with disease are confirmed for the admixed Cuban population.
Assuntos
Diabetes Mellitus Tipo 1/genética , Diabetes Mellitus Tipo 1/imunologia , Genes MHC da Classe II , Antígenos HLA-DQ/genética , Antígenos HLA-DR/genética , Adulto , Alelos , Estudos de Casos e Controles , Cuba , Diabetes Mellitus Tipo 1/epidemiologia , Suscetibilidade a Doenças , Feminino , Frequência do Gene , Marcadores Genéticos , Predisposição Genética para Doença , Genótipo , Antígenos HLA-DQ/imunologia , Antígenos HLA-DR/imunologia , Haplótipos , Humanos , Masculino , Reação em Cadeia da Polimerase , Polimorfismo de Nucleotídeo Único , Medição de RiscoRESUMO
BACKGROUND: Recent studies suggest that celiac disease (CD) is common in many developing countries. Because the disease may be under diagnosed in Cuba, we studied the presence of the disease in a group of apparently healthy adult. AIMS/HYPOTHESIS: It was to assess for the first time, the presence of silent CD in a cohort of healthy Cuban adults individuals and to evaluate the tools for diagnosis of CD in this group. METHODS: A total of 200 healthy Cuban adult from Havana City were evaluated. Tissue transglutaminase antibodies (tTGA) were determined by one-step immunochromatographic assay and by commercial ELISA kit. CD specific human leukocyte antigen (HLA) typing was performed by polymerase chain reaction amplification, using sequence-specific primers. In the subject positive for tTGA, the CD was confirmed by intestinal biopsy. RESULTS: From the 200 studied individuals, only one subject was identified as positive by both assays, being submitted to duodenal biopsy. Morphological changes consistent with CD were found and also supported by HLA-DQ2 (HLA-DQA1*0501-DQB1*02). In the follow-up after one year, histological recovery was assessed by a second intestinal biopsy and the serological marker became negative. CONCLUSIONS: This study confirms the existence of silent CD among healthy adult in Cuba and highlights the importance of mass screening for this disease among them. The one-step immunochromatographic assay is a good tool for this purpose.
Assuntos
Doença Celíaca/diagnóstico , Doença Celíaca/epidemiologia , Saúde , Adolescente , Adulto , Idoso , Anticorpos/sangue , Anticorpos/imunologia , Doença Celíaca/dietoterapia , Doença Celíaca/imunologia , Estudos de Coortes , Cuba/epidemiologia , Dieta Livre de Glúten , Duodeno/patologia , Feminino , Proteínas de Ligação ao GTP/imunologia , Antígenos HLA-DQ/imunologia , Cadeias alfa de HLA-DQ , Cadeias beta de HLA-DQ , Humanos , Imunoglobulina A/sangue , Imunoglobulina A/imunologia , Masculino , Pessoa de Meia-Idade , Proteína 2 Glutamina gama-Glutamiltransferase , Transglutaminases/imunologia , Adulto JovemRESUMO
The extreme polymorphism found at some of the human leukocyte antigen (HLA) system loci makes it an invaluable tool for population genetic analyses. In the present study the genetic polymorphism of the Cuban population was estimated at HLA-A, -B, and -Cw loci by DNA typing. HLA class I allele and haplotype diversity were determined in 390 unrelated Cuban individuals (188 whites and 202 mulattos) from all over the country. In whites 19, 27, and 14 allele families for the HLA-A, -B, and -Cw loci, respectively, were identified. In mulattos, for the same loci, 20, 18, and 14 allele families were identified. Allele and haplotypes frequencies, comparisons with other worldwide populations based on genetic distances, neighbor-joining dendrograms, and correspondence analyses were estimated. Most of the identified allele groups and haplotypes are also common to sub-Saharan African and Europeans populations. However, Amerindian and Asian alleles were also detected at lower frequencies. The results clearly reveal the high diversity and interethnic admixture of the studied population. Our results provide useful information for the further studies of the Cuban population evolution and disease association in terms of HLA class I genes.
Assuntos
Antígenos de Histocompatibilidade Classe I/genética , Polimorfismo Genético , Alelos , Cuba , Frequência do Gene , Haplótipos , Humanos , FilogeniaRESUMO
Short nucleotide repetitions (STRs) are commonly used as genetic markers; thus their detection and analysis constitutes a very important tool for the mapping of genetic diseases, as well as for gathering information about genetic polymorphisms at the population level. STRs can be detected with agarose- or acrylamide-based electrophoretic techniques, followed by visualization of the DNA sample with ethidium bromide, silver nitrate, or fluorophore labeling. In this work, we analyzed genomic DNA from five individuals affected with type II diabetes mellitus (T2DM) and five controls (unaffected individuals) in order to know the most precise and reproducible technique for the analysis of the existing polymorphism in the STR DG10S478 of the TCF7L2 gene. The combination of PCR with labeling of the products with the CY5 fluorophore, followed by detection on an ALFexpress sequencer, offered the required resolution to detect the variability in this STR, based solely on size analysis. Our methodology offers similar accuracy and reproducibility at lower costs than existing methods based on the sequencing of PCR products, and is a faster alternative when applied to genotyping studie(AU)
Assuntos
Eletroforese em Gel de Poliacrilamida/economia , Repetições de Microssatélites/genética , Fatores de Transcrição TCF/genéticaRESUMO
BACKGROUND: The angiotensin converting enzyme (ACE) is a key protein of the renin angiotensin system, whose main function is the conversion of angiotensin I to II. ACE is involved in the physiological control of blood pressure and it is a candidate gene for essential hypertension in humans. We tested the relevance of the ACE insertion/deletion (I/D) polymorphism in our population. METHODS: We recruited 243 hypertensive and 407 normotensive subjects in the city of Havana, matched according to age, sex and ethnic group. The ACE (I/D) polymorphism was determined by the polymerase chain reaction (PCR) technique. The fit of genotype frequencies to Hardy-Weinberg proportions was evaluated in all groups analyzed. The possible association between the ACE I/D polymorphism and hypertension status was tested by chi2 and odds ratio tests. RESULTS: All groups but black female cases were in Hardy-Weinberg equilibrium. The frequencies of the D allele in hypertensive/normotensive subjects were 0.61/0.59 in white males, 0.58/0.58 in white females, 0.47/0.59 in black males and 0.58/0.54 in black females. The distribution of ACE genotypes differed significantly between cases and controls only in black women according to the additive model (chi2p=0.04) but the adjusted OR did not show significant association (OR 1.14 95% CI 0.62 to 2.10). CONCLUSION: The ACE I/D polymorphism was not associated with hypertension in our multiethnic sample. While the chi2 test for additive model in black women suggested a marginal significance, the adjusted OR did not show any significant association.
Assuntos
Hipertensão/genética , Peptidil Dipeptidase A/genética , Polimorfismo Genético , Adulto , População Negra , Cuba , Feminino , Genótipo , Humanos , Hipertensão/etnologia , Masculino , Pessoa de Meia-Idade , População BrancaRESUMO
Short nucleotide repetitions (STRs) are commonly used as genetic markers; thus their detection and analysis constitutes a very important tool for the mapping of genetic diseases, as well as for gathering information about genetic polymorphisms at the population level. STRs can be detected with agarose- or acrylamide-based electrophoretic techniques, followed by visualization of the DNA sample with ethidium bromide, silver nitrate, or fluorophore labeling. In this work, we analyzed genomic DNA from five individuals affected with type II diabetes mellitus (T2DM) and five controls (unaffected individuals) in order to know the most precise and reproducible technique for the analysis of the existing polymorphism in the STR DG10S478 of the TCF7L2 gene. The combination of PCR with labeling of the products with the CY5 fluorophore, followed by detection on an ALFexpress sequencer, offered the required resolution to detect the variability in this STR, based solely on size analysis. Our methodology offers similar accuracy and reproducibility at lower costs than existing methods based on the sequencing of PCR products, and is a faster alternative when applied to genotyping studies.
Assuntos
Eletroforese em Gel de Poliacrilamida , Repetições de Microssatélites/genética , Fatores de Transcrição TCF/genética , Alelos , Diabetes Mellitus Tipo 2/genética , Diabetes Mellitus Tipo 2/metabolismo , Eletroforese em Gel de Poliacrilamida/economia , Estudos de Viabilidade , Marcadores Genéticos , Genoma Humano , Genótipo , Humanos , Polimorfismo Genético , Reação em Cadeia da Polimerase Via Transcriptase Reversa/economia , Fatores de Transcrição TCF/química , Proteína 2 Semelhante ao Fator 7 de TranscriçãoRESUMO
Celiac disease (CD) susceptibility has been strongly associated with HLA-DQ2 and HLA-DQ8. The main objective of this study was to assess the distribution of HLA DQA1*0501 and DQB1*02 alleles (DQ2) for the first time in a group of Cuban celiac patients. We evaluated 22 patients, 54 first-degree relatives, and 60 controls for detection of antitissue transglutaminase (tTG)-specific antibodies in serum. We found that 100% of the probands and 19% of the first-degree relatives were positive for the antibodies in serum. We did not detect any specific response for the healthy control individuals. We observed a significant over-representation of DQ2 heterodimer, both in patients and relatives. In the group of patients, 86.3% were positive for DQA1*0501, 90.2% were positive for DQB1*02, and 86.3% were positive for both alleles. The frequencies in relatives and controls were as follows: 70%, 90%, and 70%; and 56.6%, 45%, and 20%, respectively. In conclusion, we found that the proportion of our celiac patients carrying DQ2 was similar to the proportion of CD patients reported in populations with different genetic backgrounds. These results underline the primary importance of HLA-DQ alleles in susceptibility to celiac disease.