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1.
Nat Commun ; 14(1): 2784, 2023 05 15.
Artigo em Inglês | MEDLINE | ID: mdl-37188674

RESUMO

DNA methylation variations are prevalent in human obesity but evidence of a causative role in disease pathogenesis is limited. Here, we combine epigenome-wide association and integrative genomics to investigate the impact of adipocyte DNA methylation variations in human obesity. We discover extensive DNA methylation changes that are robustly associated with obesity (N = 190 samples, 691 loci in subcutaneous and 173 loci in visceral adipocytes, P < 1 × 10-7). We connect obesity-associated methylation variations to transcriptomic changes at >500 target genes, and identify putative methylation-transcription factor interactions. Through Mendelian Randomisation, we infer causal effects of methylation on obesity and obesity-induced metabolic disturbances at 59 independent loci. Targeted methylation sequencing, CRISPR-activation and gene silencing in adipocytes, further identifies regional methylation variations, underlying regulatory elements and novel cellular metabolic effects. Our results indicate DNA methylation is an important determinant of human obesity and its metabolic complications, and reveal mechanisms through which altered methylation may impact adipocyte functions.


Assuntos
Metilação de DNA , Diabetes Mellitus , Humanos , Adipócitos/metabolismo , Obesidade/metabolismo , Diabetes Mellitus/metabolismo , Genômica , Epigênese Genética
2.
Hum Mol Genet ; 30(7): 603-618, 2021 05 12.
Artigo em Inglês | MEDLINE | ID: mdl-33547791

RESUMO

DNA methylation (DNAm) is an epigenetic modification that acts to regulate gene transcription, is essential for cellular processes and plays an important role in complex traits and disease. Variation in DNAm levels is influenced by both genetic and environmental factors. Several studies have examined the extent to which common genetic variation influences DNAm (i.e. mQTLs), however, an improved understanding of mQTLs across diverse human populations is needed to increase their utility in integrative genomic studies in order to further our understanding of complex trait and disease biology. Here, we systematically examine cis-mQTLs in three Southeast Asian populations in the Singapore Integrative Omics (iOmics) Study, comprised of Chinese (n = 93), Indians (n = 83) and Malays (n = 78). A total of 24 851 cis-mQTL probes were associated with at least one SNP in meta- and ethnicity-specific analyses at a stringent significance level. These cis-mQTL probes show significant differences in local SNP heritability between the ethnicities, enrichment in functionally relevant regions using data from the Roadmap Epigenomics Mapping Consortium and are associated with nearby genes and complex traits due to pleiotropy. Importantly, DNAm prediction performance and the replication of cis-mQTLs both within iOmics and between two independent mQTL studies in European and Bangladeshi individuals is best when the genetic distance between the ethnicities is small, with differences in cis-mQTLs likely due to differences in allele frequency and linkage disequilibrium. This study highlights the importance of, and opportunities from, extending investigation of the genetic control of DNAm to Southeast Asian populations.


Assuntos
Metilação de DNA , Epigenômica/métodos , Genética Populacional/métodos , Estudo de Associação Genômica Ampla/métodos , Polimorfismo de Nucleotídeo Único , Locos de Características Quantitativas/genética , Adulto , Povo Asiático/genética , China/etnologia , Regulação da Expressão Gênica , Frequência do Gene , Predisposição Genética para Doença/etnologia , Predisposição Genética para Doença/genética , Genótipo , Humanos , Índia/etnologia , Desequilíbrio de Ligação , Malásia/etnologia , Pessoa de Meia-Idade , Singapura
3.
JAMA Oncol ; 3(11): 1538-1545, 2017 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-28715540

RESUMO

IMPORTANCE: Hand-foot syndrome (HFS) is a common adverse effect of capecitabine treatment. OBJECTIVE: To compare the incidence and time to onset of grade 2 or greater HFS in patients receiving pyridoxine vs placebo and to identify biomarkers predictive of HFS. DESIGN, SETTING, AND PARTICIPANTS: This single-center, randomized double-blind, placebo-controlled phase 3 trial conducted at National Cancer Centre Singapore assessed whether oral pyridoxine could prevent the onset of grade 2 or higher HFS in 210 patients scheduled to receive single-agent capecitabine chemotherapy for breast, colorectal, and other cancers. INTERVENTIONS: Patients were randomized to receive concurrent pyridoxine (200 mg) or placebo daily for a maximum of 8 cycles of capecitabine, with stratification by sex and use in adjuvant or neoadjuvant vs palliative setting. Patients were withdrawn from the study on development of grade 2 or higher HFS or cessation of capecitabine. MAIN OUTCOMES AND MEASURES: Primary end point was the incidence of grade 2 or higher HFS in patients receiving pyridoxine. Secondary end points included the time to onset (days) of grade 2 or higher HFS and identification of biomarkers predictive of HFS, including baseline folate and vitamin B12 levels, as well as genetic polymorphisms with genome-wide arrays. RESULTS: In this cohort of 210 patients (median [range] age, 58 [26-82] years; 162 women) grade 2 or higher HFS occurred in 33 patients (31.4%) in the pyridoxine arm vs 39 patients (37.1%) in the placebo arm (P = .38). The median time to onset of grade 2 or higher HFS was not reached in both arms. In univariate analysis, the starting dose of capecitabine (odds ratio [OR], 1.99; 95% CI, 1.32-3.00; P = .001), serum folate levels (OR, 1.27; 95% CI, 1.10-1.47; P = .001), and red blood cell folate levels (OR, 1.25; 95% CI, 1.08-1.44; P = .003) were associated with increased risk of grade 2 or higher HFS. In multivariate analyses, serum folate (OR, 1.30; 95% CI, 1.12-1.52; P < .001) and red blood cell folate (OR, 1.28; 95% CI, 1.10-1.49; P = .001) were the only significant predictors of grade 2 or higher HFS. Grade 2 or higher HFS was associated with 300 DNA variants at genome-wide significance (P < 5 × 10-8), including a novel DPYD variant (rs75267292; P = 1.57 × 10-10), and variants in the MACF1 (rs183324967, P = 4.80 × 10-11; rs148221738, P = 5.73 × 10-10) and SPRY2 (rs117876855, P < 1.01 × 10-8; rs139544515, P = 1.30 × 10-8) genes involved in wound healing. CONCLUSIONS AND RELEVANCE: Pyridoxine did not significantly prevent or delay the onset of grade 2 or higher HFS. Serum and red blood cell folate levels are independent predictors of HFS. TRIAL REGISTRATION: clinicaltrials.gov Identifier: NCT00486213.


Assuntos
Antimetabólitos Antineoplásicos/efeitos adversos , Capecitabina/efeitos adversos , Síndrome Mão-Pé/prevenção & controle , Neoplasias/tratamento farmacológico , Piridoxina/administração & dosagem , Adulto , Idoso , Idoso de 80 Anos ou mais , Povo Asiático/genética , Distribuição de Qui-Quadrado , Di-Hidrouracila Desidrogenase (NADP)/genética , Método Duplo-Cego , Esquema de Medicação , Feminino , Ácido Fólico/sangue , Predisposição Genética para Doença , Estudo de Associação Genômica Ampla , Síndrome Mão-Pé/sangue , Síndrome Mão-Pé/etnologia , Síndrome Mão-Pé/genética , Humanos , Incidência , Peptídeos e Proteínas de Sinalização Intracelular/genética , Estimativa de Kaplan-Meier , Modelos Logísticos , Masculino , Proteínas de Membrana/genética , Proteínas dos Microfilamentos/genética , Pessoa de Meia-Idade , Análise Multivariada , Neoplasias/sangue , Neoplasias/etnologia , Razão de Chances , Variantes Farmacogenômicos , Polimorfismo de Nucleotídeo Único , Valor Preditivo dos Testes , Medição de Risco , Fatores de Risco , Índice de Gravidade de Doença , Singapura/epidemiologia , Fatores de Tempo , Resultado do Tratamento
4.
Nature ; 541(7635): 81-86, 2017 01 05.
Artigo em Inglês | MEDLINE | ID: mdl-28002404

RESUMO

Approximately 1.5 billion people worldwide are overweight or affected by obesity, and are at risk of developing type 2 diabetes, cardiovascular disease and related metabolic and inflammatory disturbances. Although the mechanisms linking adiposity to associated clinical conditions are poorly understood, recent studies suggest that adiposity may influence DNA methylation, a key regulator of gene expression and molecular phenotype. Here we use epigenome-wide association to show that body mass index (BMI; a key measure of adiposity) is associated with widespread changes in DNA methylation (187 genetic loci with P < 1 × 10-7, range P = 9.2 × 10-8 to 6.0 × 10-46; n = 10,261 samples). Genetic association analyses demonstrate that the alterations in DNA methylation are predominantly the consequence of adiposity, rather than the cause. We find that methylation loci are enriched for functional genomic features in multiple tissues (P < 0.05), and show that sentinel methylation markers identify gene expression signatures at 38 loci (P < 9.0 × 10-6, range P = 5.5 × 10-6 to 6.1 × 10-35, n = 1,785 samples). The methylation loci identify genes involved in lipid and lipoprotein metabolism, substrate transport and inflammatory pathways. Finally, we show that the disturbances in DNA methylation predict future development of type 2 diabetes (relative risk per 1 standard deviation increase in methylation risk score: 2.3 (2.07-2.56); P = 1.1 × 10-54). Our results provide new insights into the biologic pathways influenced by adiposity, and may enable development of new strategies for prediction and prevention of type 2 diabetes and other adverse clinical consequences of obesity.


Assuntos
Adiposidade/genética , Índice de Massa Corporal , Metilação de DNA/genética , Diabetes Mellitus Tipo 2/genética , Epigênese Genética , Epigenômica , Estudo de Associação Genômica Ampla , Obesidade/genética , Tecido Adiposo/metabolismo , Povo Asiático/genética , Sangue/metabolismo , Estudos de Coortes , Diabetes Mellitus Tipo 2/complicações , Europa (Continente)/etnologia , Feminino , Marcadores Genéticos , Predisposição Genética para Doença , Humanos , Índia/etnologia , Masculino , Obesidade/sangue , Obesidade/complicações , Sobrepeso/sangue , Sobrepeso/complicações , Sobrepeso/genética , População Branca/genética
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