ABSTRACT
BACKGROUND AND AIMS: To investigate associations between Single Nucleotide Polymorphisms (SNPs) in the TAS1R and TAS2R taste receptors and diet quality, intake of alcohol, added sugar, and fat, using linear regression and machine learning techniques in a highly admixed population. METHODS: In the ISA-Capital health survey, 901 individuals were interviewed and had socioeconomic, demographic, health characteristics, along with dietary information obtained through two 24-h recalls. Data on 12 components related to food groups, nutrients, and calories was combined into a diet quality score (BHEI-R). BHEI-R, SoFAAs (calories from added sugar, saturated fat, and alcohol) and Alcohol use were tested for associations with 255 TAS2R SNPs and 73 TAS1R SNPs for 637 individuals with regression analysis and Random Forest. Significant SNPs were combined into Genetic taste scores (GTSs). RESULTS: Among 23 SNPs significantly associated either by stepwise linear/logistic regression or random forest with any possible biological functionality, the missense variants rs149217752 in TAS2R40, for SoFAAs, and rs2233997 in TAS2R4, were associated with both BHEI-R (under 4% increase in Mean Squared Error) and SoFAAs. GTSs increased the variance explanation of quantitative phenotypes and there was a moderately high AUC for alcohol use. CONCLUSIONS: The study provides insights into the genetic basis of human taste perception through the identification of missense variants in the TAS2R gene family. These findings may contribute to future strategies in precision nutrition aimed at improving food quality by reducing added sugar, saturated fat, and alcohol intake.
ABSTRACT
BACKGROUND: Cardiovascular diseases (CVDs) comprise major causes of death worldwide, leading to extensive burden on populations and societies. Alterations in normal lipid profiles, i.e., dyslipidemia, comprise important risk factors for CVDs. However, there is lack of comprehensive evidence on the genetic contribution to dyslipidemia in highly admixed populations. The identification of single nucleotide polymorphisms (SNPs) linked to blood lipid traits in the Brazilian population was based on genome-wide associations using data from the São Paulo Health Survey with Focus on Nutrition (ISA-Nutrition). METHODS: A total of 667 unrelated individuals had genetic information on 330,656 SNPs available, and were genotyped with Axiom™ 2.0 Precision Medicine Research Array. Genetic associations were tested at the 10- 5 significance level for the following phenotypes: low-density lipoprotein cholesterol (LDL-c), very low-density lipoprotein cholesterol (VLDL-c), high-density lipoprotein cholesterol (HDL-c), HDL-c/LDL-c ratio, triglycerides (TGL), total cholesterol, and non-HDL-c. RESULTS: There were 19 significantly different SNPs associated with lipid traits, the majority of which corresponding to intron variants, especially in the genes FAM81A, ZFHX3, PTPRD, and POMC. Three variants (rs1562012, rs16972039, and rs73401081) and two variants (rs8025871 and rs2161683) were associated with two and three phenotypes, respectively. Among the subtypes, non-HDL-c had the highest proportion of associated variants. CONCLUSIONS: The results of the present genome-wide association study offer new insights into the genetic structure underlying lipid traits in underrepresented populations with high ancestry admixture. The associations were robust across multiple lipid phenotypes, and some of the phenotypes were associated with two or three variants. In addition, some variants were present in genes that encode ncRNAs, raising important questions regarding their role in lipid metabolism.
Subject(s)
Genome-Wide Association Study , Polymorphism, Single Nucleotide , Humans , Brazil/epidemiology , Female , Male , Adult , Middle Aged , Lipids/blood , Lipids/genetics , Cholesterol, LDL/blood , Cholesterol, LDL/genetics , Triglycerides/blood , Triglycerides/genetics , Cholesterol, HDL/blood , Cholesterol, HDL/genetics , Dyslipidemias/genetics , Dyslipidemias/blood , Cardiovascular Diseases/genetics , Cardiovascular Diseases/blood , Cardiovascular Diseases/epidemiology , PhenotypeABSTRACT
Epidemiological studies frequently classify groups based on phenotypes like self-reported skin color/race, which inaccurately represent genetic ancestry and may lead to misclassification, particularly among individuals of multiracial backgrounds. This study aimed to characterize both global and local genome-wide genetic ancestries and to assess their relationship with self-reported skin color/race in an admixed population of Sao Paulo city. We analyzed 226,346 single-nucleotide polymorphisms from 841 individuals participating in the population-based ISA-Nutrition study. Our findings confirmed the admixed nature of the population, demonstrating substantial European, significant Sub-Saharan African, and minor Native American ancestries, irrespective of skin color. A correlation was observed between global genetic ancestry and self-reported color-race, which was more evident in the extreme proportions of African and European ancestries. Individuals with higher African ancestry tended to identify as Black, those with higher European ancestry tended to identify as White, and individuals with higher Native American ancestry were more likely to self-identify as Mixed, a group with diverse ancestral compositions. However, at the individual level, this correlation was notably weak, and no deviations were observed for specific regions throughout the individual's genome. Our findings emphasize the significance of accurately defining and thoroughly analyzing race and ancestry, especially within admixed populations.
Subject(s)
Polymorphism, Single Nucleotide , Self Report , Skin Pigmentation , Humans , Brazil , Skin Pigmentation/genetics , Male , Female , Adult , White People/genetics , Urban Population , Black People/genetics , Racial Groups/genetics , Middle Aged , Genetics, PopulationABSTRACT
BACKGROUND AND AIMS: Cardiovascular diseases (CVD) are major causes of mortality worldwide, leading to premature deaths, loss of quality of life, and extensive socioeconomic impacts. Alterations in normal plasma lipid concentrations comprise important risk factors associated with CVD due to mechanisms involved in the pathophysiology of atherosclerosis. Genetic markers such as single nucleotide polymorphisms (SNPs) are known to be associated with lipid metabolism, including variants in the cholesteryl ester transfer protein (CETP) gene. Thus, the study's objective was to assess the relationship among lipid profile, socioeconomic and demographic characteristics, health status, inflammatory biomarkers, and CETP genetic variants in individuals living in a highly admixed population. METHODS: The study comprises an analysis of observational cross-sectional data representative at the population level from a highly admixed population, encompassing 901 individuals from three age groups (adolescents, adults, and older adults). Socioeconomic, demographic, health, and lifestyle characteristics were collected using semi-structured questionnaires. In addition, biochemical markers and lipid profiles were obtained from individuals' blood samples. After DNA extraction, genotyping, and quality control according to Affymetrix's guidelines, information on 15 SNPs in the CETP gene was available for 707 individuals. Lipid profile and CVD risk factors were evaluated by principal component analysis (PCA), and associations between lipid traits and those factors were assessed through multiple linear regression and logistic regression. RESULTS: There were low linear correlations between lipid profile and other individuals' characteristics. Two principal components were responsible for 80.8 % of the total variance, and there were minor differences in lipid profiles among individuals in different age groups. Non-HDL-c, total cholesterol, and LDL-c had the highest loadings in the first PC, and triacylglycerols, VLDL-c and HDL-c were responsible for a major part of the loading in the second PC;, whilst HDL-c and LDL-c/HDL-c ratio were significant in the third PC. In addition, there were minor differences between groups of individuals with or without dyslipidemia regarding inflammatory biomarkers (IL-1ß, IL- 6, IL-10, TNF-α, CRP, and MCP-1). Being overweight, insulin resistance, and lifestyle characteristics (calories from solid fat, added sugar, alcohol and sodium, leisure physical activity, and smoking) were strong predictors of lipid traits, especially HDL-c and dyslipidemia (p < 0.05). The CETP SNPs rs7499892 and rs12691052, rs291044, and rs80180245 were significantly associated with HDL-c (p < 0.05), and their inclusion in the multiple linear regression model increased its accuracy (adjusted R2 rose from 0.12 to 0.18). CONCLUSION: This study identified correlations between lipid traits and other CVD risk factors. In addition, similar lipid and inflammatory profiles across age groups in the population suggested that adolescents might already present a significant risk for developing cardiovascular diseases in the population. The risk can be primarily attributed to decreased HDL-c concentrations, which appear to be influenced by genetic factors, as evidenced by associations between SNPs in the CETP gene and HDL-c concentrations, as well as potential gene-diet interactions. Our findings underscore the significant impact of genetic and lifestyle factors on lipid profile within admixed populations in developing countries.
Subject(s)
Cardiovascular Diseases , Dyslipidemias , Adolescent , Aged , Humans , Biomarkers , Cardiovascular Diseases/genetics , Cholesterol Ester Transfer Proteins/genetics , Cholesterol, LDL , Cross-Sectional Studies , Dyslipidemias/genetics , Polymorphism, Single Nucleotide , Quality of Life , Risk FactorsABSTRACT
BACKGROUND: Testosterone (T) is an anabolic hormone crucial to the structure and function of skeletal muscle. Testosterone is partially synthesized from cholesterol, but little is known about the relationship of cholesterol intake and serum cholesterol with T levels. AIM: To investigate whether cholesterol intake and serum total cholesterol (TC) levels are associated with serum total testosterone (TT) levels in men. METHODS: A cross-sectional study enrolling 1996 men aged 20 to 80 years from National Health and Nutrition Examination Survey (NHANES) 2013-2014 was carried out. Diet assessment was performed using two 24-h food recalls, and TT levels were measured by liquid chromatography coupled with tandem mass spectrometry. Regression analyses were performed to evaluate whether TT was associated with cholesterol intake and serum TC levels. RESULTS: Neither cholesterol intake nor serum TC levels were associated with TT levels in unadjusted and adjusted analyses (adjustment for energy, total fat and alcohol intake, smoking, age, physical activity, family income, marital status, race, educational level, diabetes, hypertension, and body mass index). CONCLUSION: Dietary cholesterol intake and TC levels are not associated with TT levels in men from the USA.
Subject(s)
Diabetes Mellitus , Testosterone , Male , Humans , Nutrition Surveys , Cross-Sectional Studies , CholesterolABSTRACT
BACKGROUND: Omega-3 (ω-3) fatty acids may indirectly increase muscle protein synthesis making the muscle more sensitive to amino acids uptake; therefore, ω-3 could promote benefits on muscle mass mainly when protein intake is low. However, no study has evaluated the association between ω-3 fatty acids and muscle mass according to protein intake. AIM: To evaluate the association between plasma ω-3 fatty acids and appendicular muscle mass index (AMMI) in adults according to the protein intake. METHODS: A cross-sectional study was performed evaluating 1037 individuals aged 20-59 years from a sub-sample of the National Health and Nutrition Examination Survey (NHANES) 2011-2012. Gas chromatography-mass spectrometry method was used to assess plasma ω-3 fatty acids. The lean mass was evaluated by dual-energy x-ray absorptiometry (DXA) and AMMI (kg/m2) was calculated by appendicular lean mass (kg) divided by height squared. The evaluation of protein intake was performed using two 24-h dietary recalls. Linear regression analysis was performed to assess the association of total plasma ω-3, docosahexaenoic acid (DHA), eicosapentaenoic acid (EPA), alpha-linolenic acid (ALA), and EPA plus DHA with AMMI according to protein intake (<0.8; ≥0.8; ≥0.8 - <1.2; ≥1.2 - <1.6; and ≥1.6 g/kg/d). RESULTS: Total plasma ω-3 (ß = 0.0030; CI = 0.0013-0.0046; p = 0.002), ALA (ß = 0.0063; CI = 0.0020-0.0107; p = 0.008), EPA (ß = 0.0073; CI = 0.0005-0.0142, p = 0.037), DHA (ß = 0.0057; CI = 0.0022-0.0093; p = 0.004) and EPA + DHA (ß = 0.0040; CI = 0.0010-0.0071; p = 0.013) were positively associated with AMMI in individuals with low protein intake (<0.8 g/kg). However, no association was observed in individuals with protein intake higher than 0.8 g/kg. CONCLUSION: Plasma ω-3 fatty acids were positively associated with AMMI only in individuals with low protein intake.
Subject(s)
Fatty Acids, Omega-3 , Muscular Diseases , Adult , Humans , Nutrition Surveys , Cross-Sectional Studies , Eicosapentaenoic Acid , Docosahexaenoic Acids , Diet, Protein-Restricted , Muscles/metabolismABSTRACT
Abstract Background Cardiovascular diseases (CVDs) are the main cause of morbidity and mortality in Brazil. Objective To provide population-based data on prevalence and factors associated with CVD risk factors. Methods Individuals aged ≥20 years from two editions of the cross-sectional Health Survey of São Paulo focusing on Nutrition (ISA-Nutrition), performed in Sao Paulo city in 2008 (n=590) and 2015 (n=610), were evaluated for: obesity, central obesity, waist/height ratio, high blood pressure (HBP), dyslipidemia, diabetes, and number of CVD risk factors ≥3. Prevalence was estimated according to complex survey procedures. Factors associated with cardiovascular risk factors were assessed using logistic regression, with statistical significance of p<0.05. Results Obesity and older age were associated with higher odds of all cardiovascular risk factors investigated, except for dyslipidemia. HBP was positively associated with being Black/Brown and negatively associated with being physicaly active in leisure time. Women were more likely to have increased adiposity indicators and three or more cardiovascular risk factors than men. Those with higher education had lower chances of having diabetes, HBP and dyslipidemia, and those with higher income had higher chances of having three or more risk factors. Former smokers had higher odds of diabetes, obesity, and high waist/height ratio, and smokers had higher odds of high non-HDL cholesterol levels. From 2008 to 2015, there was an increase (p<0.001) in the prevalence of diabetes (6.9% to 17.3%), HBP (31.9% to 41.8%), dyslipidemia (51.3% to 67.6%), and number of CVD risk factors ≥3 (18.9% to 34.1%). Conclusion This study shows increasing prevalence of CVD risk factors in adult population in Sao Paulo and may support the definition of target groups and priority actions on CVD prevention and treatment.
Subject(s)
Humans , Male , Female , Adult , Middle Aged , Young Adult , Cardiovascular Diseases/epidemiology , Cardiometabolic Risk Factors , Brazil , Logistic Models , Odds Ratio , Prevalence , Cross-Sectional Studies , Health Surveys , Morbidity , Age Factors , Diabetes Mellitus/epidemiology , Age and Sex Distribution , Dyslipidemias/epidemiology , Waist-Height Ratio , Hypertension/epidemiology , Obesity/epidemiologyABSTRACT
BACKGROUND: The Multiple Source Method (MSM) and the National Cancer Institute (NCI) method estimate usual dietary intake from short-term dietary assessment instruments, such as 24-hour recalls. Their performance varies according to sample size and nutrients distribution. A comparison of these methods among a multiethnic youth population, for which nutrient composition and dietary variability may differ from adults, is a gap in the literature. OBJECTIVE: To compare the performance of the NCI method relative to MSM in estimating usual dietary intakes in Hispanic/Latino adolescents. DESIGN: Data derived from the cross-sectional population-based Hispanic Community Health Study/Study of Latino Youth, an ancillary study of offspring of participants in the adult Hispanic Community Health Study/Study of Latino Youth cohort. Dietary data were obtained by two 24-hour recalls. PARTICIPANTS/SETTING: One thousand four hundred fifty-three Hispanic/Latino youth (aged 8 to 16 years) living in four urban US communities (Bronx, NY; Chicago, IL; Miami, FL; and San Diego, CA) during 2012 through 2014. MAIN OUTCOME MEASURES: The NCI method and the MSM were applied to estimate usual intake of total energy, macronutrients, minerals and vitamins, added sugar, and caffeine. STATISTICAL ANALYSES: Mean, standard deviation, minimum and maximum values, coefficient of variation, variance ratio, and differences between NCI and MSM methods and the 2-day mean were estimated in several percentiles of the distribution, as well as concordance correlation coefficients and Bland-Altman plot analysis. RESULTS: The distributions of all nutrients studied were very similar between NCI and MSM. The correlation between NCI and MSM was >0.80 for all nutrients (P<0.001), except dietary cholesterol, vitamin C, and n-3 fatty acids. In individual estimations, NCI method predicted higher estimates and lower variance than the MSM. The lowest level of agreement was observed in the values at the tails of the distribution, and for nutrients with high variance ratio. CONCLUSIONS: Overall, both MSM and NCI method provided acceptable estimates of the usual intake distribution using 24-hour recall, and they better represented the usual intake compared with 2-day mean, correcting for intraindividual variability.
Subject(s)
Diet Surveys/methods , Eating/ethnology , Energy Intake/ethnology , Nutritional Status/ethnology , Adolescent , Caffeine/administration & dosage , Child , Cohort Studies , Cross-Sectional Studies , Diet Records , Dietary Sugars/administration & dosage , Female , Hispanic or Latino , Humans , Male , Micronutrients/administration & dosage , National Cancer Institute (U.S.) , Nutrients/administration & dosage , Statistical Distributions , United States , Urban PopulationABSTRACT
OBJECTIVE: To compare diet quality and its association with excess body weight (EBW: overweight/obesity), central adiposity (CA) and CVD risk factors (CVDR) among adolescents from Brazil and USA. DESIGN: Data from two cross-sectional surveys: Health Survey of São Paulo (ISA-Nutrition) and Hispanic Community Health Study/Study of Latino Youth (SOL-Youth). Dietary intake was assessed from 24-h recalls, and diet quality using the Alternate Healthy Eating Index-2010 (AHEI) developed in the USA and the Revised Brazilian Healthy Eating Index (BHEI-R). CVDR was defined as ≥3 of: obesity, elevated blood pressure, dyslipidaemia, high plasma glucose and insulin resistance. Adjusted OR for EBW, CA and CVDR by diet quality were tested using logistic regression. SETTING: São Paulo, Brazil; and Chicago, IL; Miami, FL; Bronx, NY; San Diego, CA. PARTICIPANTS: Adolescents (12-16 years) living in São Paulo (n 189) and USA (n 787). RESULTS: ISA-Nutrition individuals with EBW (v. without) had marginally lower (unhealthier) scores for whole grains using BHEI-R and sugary beverages using AHEI. SOL-Youth individuals with EBW had lower scores of nuts/legumes using AHEI, and Na using BHEI-R, but higher scores of whole grains and dairy using BHEI-R. In ISA-Nutrition, BHEI-R was inversely associated with EBW (OR = 0·87; 95 % CI 0·80, 0·95) and CVDR (OR = 0·89; 95 % CI 0·80, 0·98). In SOL-Youth, AHEI was inversely associated with EBW (OR = 0·93; 95 % CI 0·87, 0·99). CONCLUSIONS: Dietary improvements should be made by adolescents in both USA and Brazil. Healthier diet quality as measured with the country-specific index was associated with lower odds of EBW in Brazilian and USA-Hispanic/Latino adolescents, and with lower CVDR in Brazilian adolescents.
Subject(s)
Cardiometabolic Risk Factors , Diet , Adolescent , Brazil/epidemiology , Cross-Sectional Studies , Humans , Obesity/epidemiology , United States/epidemiologyABSTRACT
Abstract Objective: To estimate the prevalence of breakfast consumption and describe the foods and nutrients consumed at this meal and throughout the day by Brazilian adolescents. Method: A total of 7276 adolescents aged 10-19 years were evaluated in the Brazilian National Dietary Survey 2008-9, a population-based cross-sectional study. Individuals' information was collected at home. Dietary data were obtained by two food records. Breakfast was defined as the first eating occasion of the day that occurred between 6 and 9:59 am. Differences between breakfast consumers, occasional consumers, and skippers were tested through Pearson's chi-squared test or F-test of regression analysis. Results: Breakfast was consumed by 93% of adolescents and it was associated with age, income, geographic region and household area. The most frequently consumed foods at breakfast were white bread, coffee, butter/margarine, refined cookies and crackers, and whole milk. The mean daily intakes of total energy, sugar, and calcium were higher among occasional consumers and skippers. Breakfast consumers had higher intake of vitamins B12, C, and D. Breakfast contributed more to total intake of calcium, phosphorus, thiamin, riboflavin, and vitamins A, B6, and D (17-32%), trans fat and sodium (about 30%) and less to folate, vitamin C, iron, zinc, and fiber (8-12%) and energy intake (16%). Conclusions: Although the prevalence of breakfast consumption among Brazilian adolescents was high, the overall nutritional quality of this meal is suboptimal, highlighting the need to support adolescents and their families to make more nutrient-dense food choices.
Resumo Objetivo: Estimar a prevalência de consumo de café da manhã e descrever os alimentos e nutrientes consumidos nessa refeição e durante todo o dia por adolescentes brasileiros. Método: Foram avaliados 7.276 adolescentes entre 10-19 anos no Inquérito Nacional de Alimentação 2008-2009, um estudo transversal de base populacional. As informações dos indivíduos foram coletadas nos domicílios. Os dados alimentares foram obtidos por dois registros alimentares. O café da manhã foi definido como a primeira refeição do dia entre 6h e 9h59. As diferenças entre os consumidores de café da manhã, consumidores ocasionais e aqueles que não tomam café da manhã foram testadas por meio do teste de qui-quadrado ou teste F para análise de regressão. Resultados: O café da manhã foi consumido por 93% dos adolescentes e seu consumo foi associado à idade, renda, região geográfica e área residencial. Os alimentos mais frequentemente consumidos foram pão branco, café, manteiga/margarina, biscoitos e bolachas refinados e leite integral. A ingestão média diária de energia total, açúcar e cálcio foi maior entre os consumidores ocasionais e aqueles que não tomam café da manhã. Aqueles que tomam café da manhã apresentam maior ingestão de vitaminas B12, C e D. O café da manhã contribuiu mais para a ingestão total de cálcio, fósforo, tiamina, riboflavina e vitaminas A, B6 e D (17%-32%), gordura trans e sódio (cerca de 30%) e menos para a ingestão de ácido fólico, vitamina C, ferro, zinco e fibras (8%-12%) e energia (16%). Conclusões: Apesar de a prevalência de consumo de café da manhã entre os adolescentes brasileiros ter sido alta, a qualidade nutricional dessa refeição está abaixo do ideal, destaca a necessidade de apoio aos adolescentes e suas famílias para possibilitar a escolha de alimentos mais densos em nutrientes.
Subject(s)
Humans , Male , Female , Child , Adolescent , Young Adult , Diet Surveys/statistics & numerical data , Breakfast , Nutritive Value , Reference Values , Socioeconomic Factors , Vitamins , Brazil , Energy Intake , Anthropometry , Cross-Sectional Studies , Eating , Feeding BehaviorABSTRACT
OBJECTIVE: To estimate the prevalence of breakfast consumption and describe the foods and nutrients consumed at this meal and throughout the day by Brazilian adolescents. METHOD: A total of 7276 adolescents aged 10-19 years were evaluated in the Brazilian National Dietary Survey 2008-9, a population-based cross-sectional study. Individuals' information was collected at home. Dietary data were obtained by two food records. Breakfast was defined as the first eating occasion of the day that occurred between 6 and 9:59am. Differences between breakfast consumers, occasional consumers, and skippers were tested through Pearson's chi-squared test or F-test of regression analysis. RESULTS: Breakfast was consumed by 93% of adolescents and it was associated with age, income, geographic region and household area. The most frequently consumed foods at breakfast were white bread, coffee, butter/margarine, refined cookies and crackers, and whole milk. The mean daily intakes of total energy, sugar, and calcium were higher among occasional consumers and skippers. Breakfast consumers had higher intake of vitamins B12, C, and D. Breakfast contributed more to total intake of calcium, phosphorus, thiamin, riboflavin, and vitamins A, B6, and D (17-32%), trans fat and sodium (about 30%) and less to folate, vitamin C, iron, zinc, and fiber (8-12%) and energy intake (16%). CONCLUSIONS: Although the prevalence of breakfast consumption among Brazilian adolescents was high, the overall nutritional quality of this meal is suboptimal, highlighting the need to support adolescents and their families to make more nutrient-dense food choices.