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1.
Epigenetics ; 18(1): 2211361, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-37233989

RESUMO

BACKGROUND: Dietary intake of antioxidants such as vitamins C and E protect against oxidative stress, and may also be associated with altered DNA methylation patterns. METHODS: We meta-analysed epigenome-wide association study (EWAS) results from 11,866 participants across eight population-based cohorts to evaluate the association between self-reported dietary and supplemental intake of vitamins C and E with DNA methylation. EWAS were adjusted for age, sex, BMI, caloric intake, blood cell type proportion, smoking status, alcohol consumption, and technical covariates. Significant results of the meta-analysis were subsequently evaluated in gene set enrichment analysis (GSEA) and expression quantitative trait methylation (eQTM) analysis. RESULTS: In meta-analysis, methylation at 4,656 CpG sites was significantly associated with vitamin C intake at FDR ≤ 0.05. The most significant CpG sites associated with vitamin C (at FDR ≤ 0.01) were enriched for pathways associated with systems development and cell signalling in GSEA, and were associated with downstream expression of genes enriched in the immune response in eQTM analysis. Furthermore, methylation at 160 CpG sites was significantly associated with vitamin E intake at FDR ≤ 0.05, but GSEA and eQTM analysis of the top most significant CpG sites associated with vitamin E did not identify significant enrichment of any biological pathways investigated. CONCLUSIONS: We identified significant associations of many CpG sites with vitamin C and E intake, and our results suggest that vitamin C intake may be associated with systems development and the immune response.


Assuntos
Ácido Ascórbico , Metilação de DNA , Humanos , Epigenoma , Vitaminas/farmacologia , Vitamina E , Estudo de Associação Genômica Ampla/métodos , Ilhas de CpG , Epigênese Genética
2.
Clin Nutr ; 42(5): 661-669, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-36940600

RESUMO

BACKGROUND: Coffee is among the most consumed beverages worldwide. Coffee consumption has been associated with lower risk of type 2 diabetes mellitus (T2D), but underlying mechanisms are not well understood. We aimed to study the role of classic and novel-T2D biomarkers with anti- or pro-inflammatory activity in the association between habitual coffee intake and T2D risk. Furthermore, we studied differences by coffee types and smoking status in this association. METHODS: Using two large population-based cohorts, the UK-Biobank (UKB; n = 145,368) and the Rotterdam Study (RS; n = 7111), we investigated associations of habitual coffee consumption with incident T2D and repeated measures of insulin resistance (HOMA-IR), using Cox proportional hazards and mixed effect models, respectively. Additionally, we studied associations between coffee and subclinical inflammation biomarkers including C-reactive protein (CRP) and IL-13, and adipokines, such as adiponectin and leptin, using linear regression models. Next, we performed formal causal mediation analyses to investigate the role of coffee-associated biomarkers in the association of coffee with T2D. Finally, we evaluated effect modification by coffee type and smoking. All models were adjusted for sociodemographic, lifestyle and health-related factors. RESULTS: During a median follow-up of 13.9 (RS) and 7.4 (UKB) years, 843 and 2290 incident T2D cases occurred, respectively. A 1 cup/day increase in coffee consumption was associated with 4% lower T2D risk (RS, HR = 0.96 [95%CI 0.92; 0.99], p = 0.045; UKB, HR = 0.96 [0.94; 0.98], p < 0.001), with lower HOMA-IR (RS, log-transformed ß = -0.017 [-0.024;-0.010], p < 0.001), and with lower CRP (RS, log-transformed ß = -0.014 [-0.022;-0.005], p = 0.002; UKB, ß = -0.011 [-0.012;-0.009], p < 0.001). We also observed associations of higher coffee consumption with higher serum adiponectin and IL-13 concentrations, and with lower leptin concentrations. Coffee-related CRP levels partially mediated the inverse association of coffee intake with T2D incidence (average mediation effect RS ß = 0.105 (0.014; 0.240), p = 0.016; UKB ß = 6.484 (4.265; 9.339), p < 0.001), with a proportion mediated by CRP from 3.7% [-0.012%; 24.4%] (RS) to 9.8% [5,7%; 25.8%] (UKB). No mediation effect was observed for the other biomarkers. Coffee-T2D and coffee-CRP associations were generally stronger among consumers of ground (filtered or espresso) coffee and among never and former smokers. CONCLUSIONS: Lower subclinical inflammation may partially mediate the beneficial association between coffee consumption and lower T2D risk. Consumers of ground coffee and non-smokers may benefit the most. KEYWORDS (MESH TERMS): coffee consumptions; diabetes mellitus, type 2; inflammation; adipokines; biomarkers; mediation analysis; follow-up studies.


Assuntos
Diabetes Mellitus Tipo 2 , Humanos , Diabetes Mellitus Tipo 2/epidemiologia , Proteína C-Reativa/metabolismo , Café , Leptina , Adiponectina , Bancos de Espécimes Biológicos , Interleucina-13 , Biomarcadores , Inflamação/epidemiologia , Reino Unido/epidemiologia , Fatores de Risco
3.
Clin Nutr ; 42(2): 83-92, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36516702

RESUMO

BACKGROUND & AIMS: Population-based studies have suggested a protective effect of coffee against development of chronic kidney disease (CKD), possibly through coffee's anti-inflammatory and antioxidant compounds. Studies on coffee and kidney function decline in the general population are scarce. We studied associations of habitual coffee consumption with repeated assessments of estimated glomerular filtration rate (eGFR) and urinary albumin-to-creatinine ratio (ACR). METHODS: We used data from 7,914 participants of the population-based Rotterdam Study. Baseline coffee consumption data (cups/day) were obtained from home interviews and validated food frequency questionnaires (1997-2008). Repeated assessments of eGFR (ml/min per 1.73 m2, 1997-2014) were calculated according to the creatinine-based CKD Epidemiology Collaboration equation of 2012. Repeated assessments of urinary albumin and creatinine were used to estimate ACR (mg/g, 2006-2014). Data were analyzed by applying linear mixed models, adjusted for sociodemographic, lifestyle and dietary factors, and cardiovascular disease risk factors. Predefined subgroup analyses were performed stratified by CKD risk factors. RESULTS: Participants' mean (SD) baseline age was 66 (10) years, 57% were women and median [IQR] coffee consumption was 3.0 [2.0, 5.0] cups/day. Those drinking more coffee were more likely to smoke, and to have type 2 diabetes (T2D) and obesity. Mean eGFR was 79 (15) ml/min per 1.73 m2. In the total study population, coffee was not associated with longitudinal eGFR during a median of 5.4 years of follow-up (ß = 0.04 ml/min per 1.73 m2 per one cup/day [95% CI: -0.10,0.18]). However, among those aged >70 years, one additional coffee cup/day was associated with on average 0.84 (0.51,1.18) ml/min per 1.73 m2 higher longitudinal eGFR. Among obese participants this estimate was 0.32 (0.01,0.63). A protective trend was also observed among former smokers (0.17 [-0.03,0.39]) and those with T2D (0.42 [-0.05,0.88]). Coffee was not associated with longitudinal ACR (0.01 mg/ml [-0.01,0.02]). CONCLUSION: While coffee was not associated with eGFR and ACR in the total population, more coffee consumption was associated with higher longitudinal eGFR among those at higher risk for CKD, i.e., among those aged 70+ and obese participants. These findings require confirmation in other prospective cohort studies.


Assuntos
Diabetes Mellitus Tipo 2 , Insuficiência Renal Crônica , Feminino , Humanos , Masculino , Albuminas , Albuminúria/epidemiologia , Creatinina/urina , Diabetes Mellitus Tipo 2/complicações , Taxa de Filtração Glomerular , Rim , Obesidade/complicações , Estudos Prospectivos , Fatores de Risco , Pessoa de Meia-Idade , Idoso , Café , Comportamento Alimentar
4.
Aging Cell ; 21(6): e13608, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-35546478

RESUMO

DNA methylation (DNAm) has been reported to be associated with many diseases and with mortality. We hypothesized that the integration of DNAm with clinical risk factors would improve mortality prediction. We performed an epigenome-wide association study of whole blood DNAm in relation to mortality in 15 cohorts (n = 15,013). During a mean follow-up of 10 years, there were 4314 deaths from all causes including 1235 cardiovascular disease (CVD) deaths and 868 cancer deaths. Ancestry-stratified meta-analysis of all-cause mortality identified 163 CpGs in European ancestry (EA) and 17 in African ancestry (AA) participants at p < 1 × 10-7 , of which 41 (EA) and 16 (AA) were also associated with CVD death, and 15 (EA) and 9 (AA) with cancer death. We built DNAm-based prediction models for all-cause mortality that predicted mortality risk after adjusting for clinical risk factors. The mortality prediction model trained by integrating DNAm with clinical risk factors showed an improvement in prediction of cancer death with 5% increase in the C-index in a replication cohort, compared with the model including clinical risk factors alone. Mendelian randomization identified 15 putatively causal CpGs in relation to longevity, CVD, or cancer risk. For example, cg06885782 (in KCNQ4) was positively associated with risk for prostate cancer (Beta = 1.2, PMR  = 4.1 × 10-4 ) and negatively associated with longevity (Beta = -1.9, PMR  = 0.02). Pathway analysis revealed that genes associated with mortality-related CpGs are enriched for immune- and cancer-related pathways. We identified replicable DNAm signatures of mortality and demonstrated the potential utility of CpGs as informative biomarkers for prediction of mortality risk.


Assuntos
Doenças Cardiovasculares , Neoplasias , Biomarcadores , Doenças Cardiovasculares/genética , Metilação de DNA/genética , Epigênese Genética , Epigenômica , Humanos , Masculino , Neoplasias/genética
6.
Clin Epigenetics ; 13(1): 40, 2021 02 23.
Artigo em Inglês | MEDLINE | ID: mdl-33622391

RESUMO

BACKGROUND: Type 2 diabetes (T2D) is a heterogeneous disease with well-known genetic and environmental risk factors contributing to its prevalence. Epigenetic mechanisms related to changes in DNA methylation (DNAm), may also contribute to T2D risk, but larger studies are required to discover novel markers, and to confirm existing ones. RESULTS: We performed a large meta-analysis of individual epigenome-wide association studies (EWAS) of prevalent T2D conducted in four European studies using peripheral blood DNAm. Analysis of differentially methylated regions (DMR) was also undertaken, based on the meta-analysis results. We found three novel CpGs associated with prevalent T2D in Europeans at cg00144180 (HDAC4), cg16765088 (near SYNM) and cg24704287 (near MIR23A) and confirmed three CpGs previously identified (mapping to TXNIP, ABCG1 and CPT1A). We also identified 77 T2D associated DMRs, most of them hypomethylated in T2D cases versus controls. In adjusted regressions among diabetic-free participants in ALSPAC, we found that all six CpGs identified in the meta-EWAS were associated with white cell-types. We estimated that these six CpGs captured 11% of the variation in T2D, which was similar to the variation explained by the model including only the common risk factors of BMI, sex, age and smoking (R2 = 10.6%). CONCLUSIONS: This study identifies novel loci associated with T2D in Europeans. We also demonstrate associations of the same loci with other traits. Future studies should investigate if our findings are generalizable in non-European populations, and potential roles of these epigenetic markers in T2D etiology or in determining long term consequences of T2D.


Assuntos
Células Sanguíneas/metabolismo , Diabetes Mellitus Tipo 2/sangue , Diabetes Mellitus Tipo 2/genética , Estudo de Associação Genômica Ampla/métodos , Membro 1 da Subfamília G de Transportadores de Cassetes de Ligação de ATP , Adulto , Idoso , Carnitina O-Palmitoiltransferase , Proteínas de Transporte , Estudos de Casos e Controles , Ilhas de CpG , Estudos Transversais , Metilação de DNA , Diabetes Mellitus Tipo 2/epidemiologia , Epigênese Genética , Epigenoma/genética , União Europeia/estatística & dados numéricos , Feminino , Histona Desacetilases , Humanos , Masculino , MicroRNAs , Pessoa de Meia-Idade , Prevalência , Proteínas Repressoras , Fatores de Risco
7.
Rev. salud pública ; 22(2): e386380, mar.-abr. 2020. tab, graf
Artigo em Espanhol | LILACS | ID: biblio-1115877

RESUMO

RESUMEN Objetivo Modelar el curso de la pandemia COVID-19 en Chile y proyectar la demanda de recursos hospitalarios y letalidad en escenarios simulados: primero, recurriendo a distintas medidas de mitigación para contener la propagación en un mes -desde el 14 de abril hasta el 14 de mayo del 2020- y, segundo, en el supuesto contagio del 70% de la población, según edad, sin límite de tiempo. Métodos Utilizamos como base el número de contagios confirmados con SARS-CoV-2 en Chile hasta el 14 de abril del 2020 (8 273 casos, 94 muertes). Para los distintos escenarios, asumimos un número reproductivo básico que va desde R0=2,5 hasta R0=1,5. La proyección de la demanda hospitalaria y letalidad por edad se fundamentaron en reportes italianos y británicos. Resultados Estimamos que para el 14 de mayo del 2020 habría en Chile 2 019 775 contagiados y 15 068 fallecidos en ausencia de medidas de mitigación (R0=2,5). Al implementar medidas que reduzcan R0 a 1,5 (detección temprana y aislamiento de casos, cuarentena y distanciamiento social de mayores de 70 años), el número de contagios y letalidad disminuirían a 94 235 y 703 respectivamente. Sin embargo, la demanda hospitalaria aún sobrepasaría la capacidad de respuesta. La población de mayor riesgo la componen los mayores de 60 años. Conclusión Encontramos evidencia a favor de las medidas de mitigación implementadas por el Gobierno chileno. Sin embargo, medidas más estrictas son necesarias para no colapsar el sistema sanitario, que cuenta con menos recursos hospitalarios que los proyectados. Es esencial aumentar la capacidad hospitalaria en términos de equipamiento y entrenamiento del personal de salud.(AU)


ABSTRACT Objetive To model disease progression, healthcare demand and case fatality rate attributed to COVID-19 pandemic that may occur in Chile in 1-month time, by simulating different scenarios according to diverse mitigation measures hypothetically implemented. Furthermore, we aimed to estimate the same outcomes assuming that 70% of the population will be infected by SARS-CoV-2, with no time limit assumption. Methods We based on the number of confirmed COVID-19 cases in Chile up to April 14th 2020 (8 273 cases and 94 deaths). For the simulated scenarios we assumed basic reproduction numbers ranging from R0=2.5 to R0=1.5. The estimation of the number of patients that would require intensive care and the age-specific case fatality rate were based on data provided by the Imperial College of London and the Instituto Superiore di Sanità en Italia. Results If no mitigation measures were applied (R0=2.5), by May 25, Chile would have 2 019 775 cases and 15 068 deaths. If mitigations measures were implemented to decrease R0 to 1.5 (early detection of cases, quarantine, social distancing of elderly), the number of cases and deaths would importantly decrease. Nonetheless, the demand for in-hospital care including intensive care would exceed the available resources. Our age-specific analysis showed that population over 60 years are at higher risk of needing intensive care and death. Conclusion Our evidence supports the mitigation measures implemented by the Chilean government. Nevertheless, more stringent measures are needed to prevent the health care system's collapse due to shortfall of resources to confront the COVID-19 pandemic.(AU)


Assuntos
Humanos , Sistemas de Saúde/organização & administração , Infecções por Coronavirus/prevenção & controle , Infecções por Coronavirus/epidemiologia , /métodos , Chile/epidemiologia
8.
Aging (Albany NY) ; 11(7): 2045-2070, 2019 04 14.
Artigo em Inglês | MEDLINE | ID: mdl-31009935

RESUMO

Differences in health status by socioeconomic position (SEP) tend to be more evident at older ages, suggesting the involvement of a biological mechanism responsive to the accumulation of deleterious exposures across the lifespan. DNA methylation (DNAm) has been proposed as a biomarker of biological aging that conserves memory of endogenous and exogenous stress during life.We examined the association of education level, as an indicator of SEP, and lifestyle-related variables with four biomarkers of age-dependent DNAm dysregulation: the total number of stochastic epigenetic mutations (SEMs) and three epigenetic clocks (Horvath, Hannum and Levine), in 18 cohorts spanning 12 countries.The four biological aging biomarkers were associated with education and different sets of risk factors independently, and the magnitude of the effects differed depending on the biomarker and the predictor. On average, the effect of low education on epigenetic aging was comparable with those of other lifestyle-related risk factors (obesity, alcohol intake), with the exception of smoking, which had a significantly stronger effect.Our study shows that low education is an independent predictor of accelerated biological (epigenetic) aging and that epigenetic clocks appear to be good candidates for disentangling the biological pathways underlying social inequalities in healthy aging and longevity.


Assuntos
Envelhecimento/genética , Envelhecimento/psicologia , Epigênese Genética , Estilo de Vida , Idoso , Estudos de Coortes , Metilação de DNA , Escolaridade , Feminino , Humanos , Masculino , Mutação , Fatores de Risco , Classe Social
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