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1.
Nat Commun ; 14(1): 2784, 2023 05 15.
Article in English | MEDLINE | ID: mdl-37188674

ABSTRACT

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.


Subject(s)
DNA Methylation , Diabetes Mellitus , Humans , Adipocytes/metabolism , Obesity/metabolism , Diabetes Mellitus/metabolism , Genomics , Epigenesis, Genetic
2.
Hum Mol Genet ; 30(7): 603-618, 2021 05 12.
Article in English | MEDLINE | ID: mdl-33547791

ABSTRACT

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.


Subject(s)
DNA Methylation , Epigenomics/methods , Genetics, Population/methods , Genome-Wide Association Study/methods , Polymorphism, Single Nucleotide , Quantitative Trait Loci/genetics , Adult , Asian People/genetics , China/ethnology , Gene Expression Regulation , Gene Frequency , Genetic Predisposition to Disease/ethnology , Genetic Predisposition to Disease/genetics , Genotype , Humans , India/ethnology , Linkage Disequilibrium , Malaysia/ethnology , Middle Aged , Singapore
3.
JAMA Oncol ; 3(11): 1538-1545, 2017 Nov 01.
Article in English | MEDLINE | ID: mdl-28715540

ABSTRACT

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.


Subject(s)
Antimetabolites, Antineoplastic/adverse effects , Capecitabine/adverse effects , Hand-Foot Syndrome/prevention & control , Neoplasms/drug therapy , Pyridoxine/administration & dosage , Adult , Aged , Aged, 80 and over , Asian People/genetics , Chi-Square Distribution , Dihydrouracil Dehydrogenase (NADP)/genetics , Double-Blind Method , Drug Administration Schedule , Female , Folic Acid/blood , Genetic Predisposition to Disease , Genome-Wide Association Study , Hand-Foot Syndrome/blood , Hand-Foot Syndrome/ethnology , Hand-Foot Syndrome/genetics , Humans , Incidence , Intracellular Signaling Peptides and Proteins/genetics , Kaplan-Meier Estimate , Logistic Models , Male , Membrane Proteins/genetics , Microfilament Proteins/genetics , Middle Aged , Multivariate Analysis , Neoplasms/blood , Neoplasms/ethnology , Odds Ratio , Pharmacogenomic Variants , Polymorphism, Single Nucleotide , Predictive Value of Tests , Risk Assessment , Risk Factors , Severity of Illness Index , Singapore/epidemiology , Time Factors , Treatment Outcome
4.
Nature ; 541(7635): 81-86, 2017 01 05.
Article in English | MEDLINE | ID: mdl-28002404

ABSTRACT

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.


Subject(s)
Adiposity/genetics , Body Mass Index , DNA Methylation/genetics , Diabetes Mellitus, Type 2/genetics , Epigenesis, Genetic , Epigenomics , Genome-Wide Association Study , Obesity/genetics , Adipose Tissue/metabolism , Asian People/genetics , Blood/metabolism , Cohort Studies , Diabetes Mellitus, Type 2/complications , Europe/ethnology , Female , Genetic Markers , Genetic Predisposition to Disease , Humans , India/ethnology , Male , Obesity/blood , Obesity/complications , Overweight/blood , Overweight/complications , Overweight/genetics , White People/genetics
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