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Vieira TDS, Freitas FV, Silva Neto LCB, Borçoi AR, Mendes SO, Olinda AS, Moreno IAA, Quaioto BR, de Souza MLM, Barbosa WM, Arpini JK, Sorroche BP, de Assis Pinheiro J, Archanjo AB, dos Santos JG, Arantes LMRB, de Oliveira DR, da Silva AMA. An industrialized diet as a determinant of methylation in the 1F region of the NR3C1 gene promoter. Front Nutr 2024; 11:1168715. [PMID: 38633601 PMCID: PMC11021719 DOI: 10.3389/fnut.2024.1168715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 01/25/2024] [Indexed: 04/19/2024] Open
Abstract
Background Dietary composition can modify gene expression, favoring the development of chronic diseases via epigenetic mechanisms. Objective Our study aimed to investigate the relationship between dietary patterns and NR3C1 gene methylation in users of the Brazilian Public Unified Health System (SUS). Methods We recruited 250 adult volunteers and evaluated their socioeconomic status, psychosocial characteristics, lifestyle, and anthropometrics. Peripheral blood was collected and evaluated for cortisol levels, glycemia, lipid profile, and insulin resistance; methylation of CpGs 40-47 of the 1F region of the NR3C1 gene was also measured. Factors associated with degree of methylation were evaluated using generalized linear models (p < 0.05). Lifestyle variables and health variables were included as confounding factors. Results The findings of our cross-sectional study indicated an association between NR3C1 DNA methylation and intake of processed foods. We also observed relevant associations of average NR3C1 DNA across the segment analyzed, methylation in component 1 (40-43), and methylation in component 2 (44-47) with a pattern of consumption of industrialized products in relation to BMI, serum cortisol levels, and lipid profile. These results may indicate a relationship between methylation and metabolic changes related to the stress response. Conclusion These findings suggest an association of methylation and metabolic alterations with stress response. In addition, the present study highlights the significant role of diet quality as a stress-inducing factor that influences NR3C1 methylation. This relationship is further linked to changes in psychosocial factors, lifestyle choices, and cardiometabolic variables, including glucose levels, insulin resistance, and hyperlipidemia.
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Affiliation(s)
- Tamires dos Santos Vieira
- Program of Post-Graduation in Biotechnology/Renorbio, Federal University of Espírito Santo, Vitória, Brazil
| | | | | | - Aline Ribeiro Borçoi
- Program of Post-Graduation in Biotechnology/Renorbio, Federal University of Espírito Santo, Vitória, Brazil
| | | | - Amanda Sgrancio Olinda
- Program of Post-Graduation in Biotechnology/Renorbio, Federal University of Espírito Santo, Vitória, Brazil
| | - Ivana Alece Arantes Moreno
- Program of Post-Graduation in Biotechnology/Renorbio, Federal University of Espírito Santo, Vitória, Brazil
| | - Bárbara Risse Quaioto
- Program of Post-Graduation in Biotechnology/Renorbio, Federal University of Espírito Santo, Vitória, Brazil
| | | | - Wagner Miranda Barbosa
- Department of Pharmacy and Nutrition, Federal University of Espírito Santo, Alegre, Brazil
| | | | | | - Julia de Assis Pinheiro
- Program of Post-Graduation in Biotechnology/Renorbio, Federal University of Espírito Santo, Vitória, Brazil
| | - Anderson Barros Archanjo
- Program of Post-Graduation in Biotechnology/Renorbio, Federal University of Espírito Santo, Vitória, Brazil
| | | | | | | | - Adriana Madeira Alvares da Silva
- Program of Post-Graduation in Biotechnology/Renorbio, Federal University of Espírito Santo, Vitória, Brazil
- Department of Morphology, Federal University of Espirito Santo, Vitória, Brazil
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Ruas AMDS, Oliveira AM, Cunha CDM, Damascena NF, Kinra S, Borges CA, Costa PRF, Santana MLPD. [Body image dissatisfaction and low adherence to the Western dietary standard among schoolchildren: a cross-sectional study]. CIENCIA & SAUDE COLETIVA 2024; 29:e19792022. [PMID: 38324842 DOI: 10.1590/1413-81232024292.19792022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 05/02/2023] [Indexed: 02/09/2024] Open
Abstract
This study aimed to identify dietary patterns and to evaluate the association between body image perception and these patterns among schoolchildren. A cross-sectional study was conducted on 385 schoolchildren (both sexes, 10-17 years old) from four public schools in Salvador, Brazil. Two non-consecutive 24-hour dietary recalls were applied, and the dietary pattern was determined by Exploratory Factor Analysis after adjustment of dietary data using the Multiple Source Method. To evaluate body image perception, the Brazilian body shape silhouette was used. The associations between body image perception and dietary patterns using the polytomous logistic regression model adjusted for covariables was assessed. Three dietary patterns were obtained: "Western standard," unhealthy, "healthy pattern" and "typical dishes/ junk food." After adjustment, adolescents who wished for a slimmer silhouette (2.48 [95%CI: 1.04-6.11], 3.49 [95%CI: 1.35-9.05] and 2.87 [95%CI: 1.13-7.26]) were more likely to adhere to the quintiles with the lowest consumption of the Western standard, compared to those satisfied with their body image. No associations were identified in the other two dietary patterns. Adolescents dissatisfied with their bodies tend to adhere less to unhealthy dietary patterns.
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Affiliation(s)
- Aline Monteiro Dos Santos Ruas
- Programa de Pós-Graduação em Alimentos Nutrição e Saúde, Escola de Nutrição, Universidade Federal da Bahia (UFBA). R. Basílio da Gama s/n, Campus Canela. 40110-907 Salvador BA Brasil.
| | - Ana Marlúcia Oliveira
- Programa de Pós-Graduação em Alimentos Nutrição e Saúde, Escola de Nutrição, Universidade Federal da Bahia (UFBA). R. Basílio da Gama s/n, Campus Canela. 40110-907 Salvador BA Brasil.
- Departamento de Ciência da Nutrição, Escola de Nutrição, UFBA. Salvador BA Brasil
| | - Carla de Magalhães Cunha
- Programa de Pós-Graduação em Alimentos Nutrição e Saúde, Escola de Nutrição, Universidade Federal da Bahia (UFBA). R. Basílio da Gama s/n, Campus Canela. 40110-907 Salvador BA Brasil.
- Departamento de Ciência da Nutrição, Escola de Nutrição, UFBA. Salvador BA Brasil
| | - Nadjane Ferreira Damascena
- Programa de Pós-Graduação em Alimentos Nutrição e Saúde, Escola de Nutrição, Universidade Federal da Bahia (UFBA). R. Basílio da Gama s/n, Campus Canela. 40110-907 Salvador BA Brasil.
| | - Sanjay Kinra
- London School of Hygiene and Tropical Medicine. London United Kingdom
| | - Camila Aparecida Borges
- Departamento de Nutrição, Escola de Saúde Pública, Universidade de São Paulo. São Paulo SP Brasil
| | - Priscila Ribas Farias Costa
- Programa de Pós-Graduação em Alimentos Nutrição e Saúde, Escola de Nutrição, Universidade Federal da Bahia (UFBA). R. Basílio da Gama s/n, Campus Canela. 40110-907 Salvador BA Brasil.
- Departamento de Ciência da Nutrição, Escola de Nutrição, UFBA. Salvador BA Brasil
| | - Mônica Leila Portela de Santana
- Programa de Pós-Graduação em Alimentos Nutrição e Saúde, Escola de Nutrição, Universidade Federal da Bahia (UFBA). R. Basílio da Gama s/n, Campus Canela. 40110-907 Salvador BA Brasil.
- Departamento de Ciência da Nutrição, Escola de Nutrição, UFBA. Salvador BA Brasil
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Yang Y, Piao W, Cai S, Huang K, Yuan C, Cheng X, Zhang L, Li Y, Zhao L, Yu D. Comparison of data-driven identified hypertension-protective dietary patterns among Chinese adults: based on a nationwide study. Eur J Nutr 2023; 62:2805-2825. [PMID: 37335360 DOI: 10.1007/s00394-023-03195-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 06/09/2023] [Indexed: 06/21/2023]
Abstract
PURPOSE Diet pattern (DP) is a key modifiable and cost-effective factor in hypertension (HTN) management. The current study aimed to identify and compare the hypertension-protective DPs among Chinese adults. METHODS 52,648 participants aged over 18 years were included from China Nutrition and Health Surveillance (CNHS) 2015-2017. Reduced rank regression (RRR) and partial least square regression (PLS) was applied to identify the DPs. Multivariable-adjusted logistic regression was used to assess the association between the DPs and HTN. RESULTS DPs derived by RRR and PLS were both featured by higher consumption of fresh vegetables and fruits, mushrooms and edible fungi, seaweeds, soybeans and related products, mixed legumes, dairy products, fresh eggs, and lower of refined grain consumption. Compared to the lowest quintile, participants in the highest quintile had lower odds of HTN (RRR-DP: OR = 0.77, 95% CI = 0.72-0.83; PLS-DP: OR = 0.76, 95% CI = 0.71-0.82; all p < 0.0001). Simplified DP scores were observed the same protective tendencies (Simplified RRR-DP: OR = 0.81, 95% CI = 0.75-0.87; Simplified PLS-DP: OR = 0.79, 95% CI = 0.74-0.85; all p < 0.0001) and showed effective extrapolation in subgroups defined by gender, age, location, lifestyle, and different metabolic conditions. CONCLUSIONS The identified DPs had high conformity with East Asian dietary habits, and significantly negative associations with HTN among Chinese adults. The simplified DP technique also indicated the potential for improving the extrapolation of the results of DP analysis related to HTN.
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Affiliation(s)
- Yuxiang Yang
- Department of Nutrition Surveillance, National Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, No. 29 Nanwei Road, Beijing, 100050, China
| | - Wei Piao
- Department of Nutrition Surveillance, National Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, No. 29 Nanwei Road, Beijing, 100050, China
- NHC Key Laboratory of Trace Element Nutrition, Chinese Center for Disease Control and Prevention, No. 29 Nanwei Road, Beijing, 100050, China
| | - Shuya Cai
- Department of Nutrition Surveillance, National Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, No. 29 Nanwei Road, Beijing, 100050, China
| | - Kun Huang
- Department of Nutrition Surveillance, National Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, No. 29 Nanwei Road, Beijing, 100050, China
| | - Changzheng Yuan
- School of Public Health, Zhejiang University School of Medicine, 866 Yuhangtang Road, Hangzhou, 310058, China
| | - Xue Cheng
- Department of Nutrition Surveillance, National Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, No. 29 Nanwei Road, Beijing, 100050, China
| | - Ling Zhang
- Department of Epidemiology and Health Statistics, School of Public Health, Capital Medical University, No. 10 Xitoutiao, Youanmenwai, Beijing, 100069, China
| | - Yuge Li
- Department of Nutrition Surveillance, National Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, No. 29 Nanwei Road, Beijing, 100050, China
| | - Liyun Zhao
- Department of Nutrition Surveillance, National Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, No. 29 Nanwei Road, Beijing, 100050, China.
- NHC Key Laboratory of Trace Element Nutrition, Chinese Center for Disease Control and Prevention, No. 29 Nanwei Road, Beijing, 100050, China.
| | - Dongmei Yu
- Department of Nutrition Surveillance, National Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, No. 29 Nanwei Road, Beijing, 100050, China.
- NHC Key Laboratory of Trace Element Nutrition, Chinese Center for Disease Control and Prevention, No. 29 Nanwei Road, Beijing, 100050, China.
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Caetano LDC, Garcez A, Bairros FDS, Costa JSDD, Olinto MTA. Association between social capital and food patterns in women from Southern Brazil. CIENCIA & SAUDE COLETIVA 2023; 28:1915-1926. [PMID: 37436306 DOI: 10.1590/1413-81232023287.10562022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Accepted: 11/10/2022] [Indexed: 07/13/2023] Open
Abstract
The present study aimed to verify the association between psychosocial aspects (social capital) and food patterns in adult women. A cross-sectional, population-based study was conducted with a representative sample of 1,128 women, aged 20 to 69 years, living in the urban area of the municipality of São Leopoldo, Rio Grande do Sul, Brazil, in 2015. The food patterns were identified based on the frequency of food intake and classified as: healthy (fruits, vegetables, and whole foods), at-risk (ultraprocessed foods), and Brazilian (rice and beans), while social capital was evaluated using a collective efficacy scale. It was observed that 18.9% of the sample was classified with high collective efficacy. After adjusting for potential confounding factors, a 44% higher probability was observed for adherence to the healthy pattern (PR [prevalence ratio] = 1.44; 95%CI [95% confidence interval]: 1.01-2.03; p = 0.040) and 71% higher for the Brazilian pattern (PR = 1.71; 95%CI: 1.18-2.47; p= 0.004) among women with a higher level of collective efficacy, when compared to those with a low level of collective efficacy. Thus, this study verified a significant relationship between psychosocial aspects and food intake in women.
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Affiliation(s)
- Lisandréa da Conceição Caetano
- Programa de Pós-Graduação em Ciências da Nutrição, Universidade Federal de Ciências da Saúde de Porto Alegre. Porto Alegre RS Brasil
| | - Anderson Garcez
- Programa de Pós-Graduação em Ciências da Nutrição, Universidade Federal de Ciências da Saúde de Porto Alegre. Porto Alegre RS Brasil
- Programa de Pós-Graduação em Saúde Coletiva, Universidade do Vale do Rio dos Sinos. São Leopoldo RS Brasil
| | | | | | - Maria Teresa Anselmo Olinto
- Programa de Pós-Graduação em Alimentação, Nutrição e Saúde, Universidade Federal do Rio Grande do Sul. R. Ramiro Barcelos 2.400, Santa Cecília. 90035-003 Porto Alegre RS Brasil.
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Yamashiro K, Utaka Y, Tanei S, Ogata F, Nakamura T, Kawasaki N. A survey on the relationship between blood pressure and self-reported lifestyle habits and ideal body image in Japanese university students: a cross-sectional study. J Public Health (Oxf) 2022. [DOI: 10.1007/s10389-022-01783-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
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Cattafesta M, Petarli GB, Zandonade E, Bezerra OMDPA, de Abreu SMR, Salaroli LB. Prevalence and determinants of obesity and abdominal obesity among rural workers in Southeastern Brazil. PLoS One 2022; 17:e0270233. [PMID: 35797372 PMCID: PMC9262245 DOI: 10.1371/journal.pone.0270233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Accepted: 06/06/2022] [Indexed: 11/29/2022] Open
Abstract
The objectives of this study were to assess the nutritional status of rural workers from a municipality in Southeastern Brazil and estimate the association of sociodemographic, labor, lifestyle, and dietary pattern factors with obesity and abdominal obesity of men and women of this rural area. This is a cross-sectional, epidemiological study of 740 farmers (51.5%, n = 381 males; 48.5%, n = 359 females). The sociodemographic, labor, lifestyle and dietary patterns determinants were assessed. Food intake data were obtained by applying three 24-hour recalls and dietary patterns were determined by Principal Component Analysis with Varimax orthogonal rotation. Poisson regression with robust variance stratified by sex was applied. The general prevalence of overweight status was 31.5% (95% CI 28.2-34.8%), 19.7% of obesity (95% CI 16.8-22.6%) and 31.5% of abdominal obesity (95% CI 28.2-34.8%), with higher rates in women (P < 0.001). Men of higher socioeconomic class had a 2.3 times higher prevalence of obesity (95% CI 1.08-4.90). In addition, the shorter travel time to purchase food increased the prevalence of abdominal obesity in males. For women, the older the age group, the greater the general and central obesity. A lower adherence to traditional dietary patterns (approximately PR [prevalence ratio] 1.6 for general obesity and PR 1.3 for abdominal obesity) and a greater number of places to buy food were associated with higher rates of obesity in women. Finally, women farmers with a higher workload had a 20% lower prevalence of central obesity (PR 0.80; 95% CI 0.65-0.97). Such findings demonstrate that obesity must be an issue in the health care of remote and rural populations. There is a need to promote healthier environments that respect traditional food culture through multiple approaches that consider the heterogeneity of rural areas and the differences between sexes.
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Affiliation(s)
- Monica Cattafesta
- Graduate Program in Collective Health, Federal University of Espírito Santo, Vitória/ES, Brazil
| | - Glenda Blaser Petarli
- Graduate Program in Collective Health, Federal University of Espírito Santo, Vitória/ES, Brazil
| | - Eliana Zandonade
- Graduate Program in Collective Health, Federal University of Espírito Santo, Vitória/ES, Brazil
| | | | - Sandra Marlene Ribeiro de Abreu
- Research Center in Physical Activity, Health and Leisure (CIAFEL) of Faculty of Sports-University of Porto (FADEUP), Laboratory for Integrative and Translational Research in Population Health (ITR), and Faculty of Sports, Research Center on Physical Activity, Health and Leisure, University of Porto, Porto, Portugal
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de Castro MA, Fontanelli MDM, Nogueira-de-Almeida CA, Fisberg M. Food Insecurity Reduces the Chance of Following a Nutrient-Dense Dietary Pattern by Brazilian Adults: Insights from a Nationwide Cross-Sectional Survey. Nutrients 2022; 14:nu14102126. [PMID: 35631267 PMCID: PMC9143026 DOI: 10.3390/nu14102126] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 05/06/2022] [Accepted: 05/17/2022] [Indexed: 02/04/2023] Open
Abstract
Dietary patterns derived by data-driven techniques are still scarce in the food security context and may be a useful tool to inform policymakers to promote adequate and healthy diets for vulnerable populations. We investigated the association between food security status and dietary patterns among 28,127 Brazilian adults using data from the 2017–2018 Household Budget Survey. Food security status was measured by the Brazilian Food Insecurity Scale. Food items reported in two 24 h dietary recalls were combined into food groups. Dietary patterns were derived from exploratory factor analysis, and participants were grouped according to their factor scores by K-means cluster analysis. Multiple logistic regression models were fitted to investigate the association between food security status and clusters of adherence to dietary patterns. Four dietary patterns were derived: ‘Brazilian breakfast style’ (cluster 3), ‘Brazilian Traditional staple foods’ (cluster 2), ‘Beverages, ready-to-eat and convenience foods’ (cluster 4), and ‘Fruits, vegetables, and whole grains’ (cluster 1). After adjustments, food insecurity was inversely associated with adherence to the ‘Fruits vegetables, and whole grains’ pattern (OR = 0.75, 95% CI: 0.63–0.89). Findings suggest food insecurity negatively impact the adoption of a nutrient-dense dietary pattern and highlight the critical role of policy actions in a scenario of increasing food insecurity.
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Affiliation(s)
| | | | | | - Mauro Fisberg
- Instituto Pensi, Fundação José Luiz Egydio Setubal, Hospital Infantil Sabará, Sao Paulo 01227-200, Brazil;
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Antunes ABS, Cunha DB, Baltar VT, Steluti J, Pereira RA, Yokoo EM, Sichieri R, Marchioni DM. Dietary patterns of Brazilian adults in 2008-2009 and 2017-2018. Rev Saude Publica 2021; 55:8s. [PMID: 34852165 PMCID: PMC8647980 DOI: 10.11606/s1518-8787.2021055003437] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 03/30/2021] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES To identify dietary patterns among Brazilian adults based on the National Dietary Surveys (INA - Inquéritos Nacionais de Alimentação) in 2008-2009 and 2017-2018, and to verify in the second period the adherence to the patterns according to sociodemographic factors and Brazilian regions. METHODS We analyzed the first of two days of adults' food consumption (19-59 years) in INA data from 2008-2009 (n = 21,630) and 2017-2018 (n = 28,901). Dietary patterns were derived by exploratory factor analysis from 19 food groups, considering the complexity of the sample design. We evaluated the factor scores according to sex, age group, region, per capita income, and education for the INA data in 2017-2018. RESULTS We identified three patterns in the two surveys: (1) "traditional", characterized by rice, beans, and meat; (2) "breads and butter/margarine", characterized by breads, oils, and fats (including margarine/butter) and, coffee and teas in 2008-2009; and (3) "western", characterized by sodas, pizzas, snacks, flour, pasta, and sweets in 2017-2018. The "traditional" pattern had greater adherence among men, residents of the Midwest region and individuals with incomplete primary education. "Bread and butter/margarine" pattern had greater adherence among males, individuals aged between 40 and 59 years, from the Southeast region, and with income between 1 and 2 minimum wages per capita. Male individuals, aged between 19 and 39 years, from the South region, with per capita income greater than two minimum wages, and education level equal to or greater than primary education showed greater adherence to the "western" pattern. CONCLUSION The dietary patterns identified in 2008-2009 and 2017-2018 were similar, and we observed the maintenance of the "traditional" pattern, which includes rice, beans, and meat. Adherence to the dietary patterns varies according to sex, age group, region, per capita income, and education level.
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Affiliation(s)
- Anna Beatriz Souza Antunes
- Universidade do Estado do Rio de Janeiro. Instituto de Medicina Social. Programa de Pós-Graduação em Saúde Coletiva. Rio de Janeiro, RJ, Brasil
| | - Diana Barbosa Cunha
- Universidade do Estado do Rio de Janeiro. Instituto de Medicina Social. Departamento de Epidemiologia. Rio de Janeiro, RJ, Brasil
| | - Valéria Troncoso Baltar
- Universidade Federal Fluminense. Instituto de Saúde Coletiva. Departamento de Epidemiologia e Bioestatística. Niterói, RJ, Brasil
| | - Josiane Steluti
- Universidade Federal de São Paulo. Instituto de Saúde e Sociedade. Departamento de Políticas Públicas e Saúde Coletiva. Santos, SP, Brasil
| | - Rosangela Alves Pereira
- Universidade Federal do Rio de Janeiro. Instituto de Nutrição Josué de Castro. Departamento de Nutrição Social e Aplicada. Rio de Janeiro, RJ, Brasil
| | - Edna Massae Yokoo
- Universidade Federal Fluminense. Instituto de Saúde Coletiva. Departamento de Epidemiologia e Bioestatística. Niterói, RJ, Brasil
| | - Rosely Sichieri
- Universidade do Estado do Rio de Janeiro. Instituto de Medicina Social. Departamento de Epidemiologia. Rio de Janeiro, RJ, Brasil
| | - Dirce Maria Marchioni
- Universidade de São Paulo. Faculdade de Saúde Pública. Departamento de Nutrição. São Paulo, SP, Brasil
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Monge-Rojas R, O'Neill J, Lee-Bravatti M, Mattei J. A Traditional Costa Rican Adolescents' Diet Score Is a Valid Tool to Capture Diet Quality and Identify Sociodemographic Groups With Suboptimal Diet. Front Public Health 2021; 9:708956. [PMID: 34458228 PMCID: PMC8397381 DOI: 10.3389/fpubh.2021.708956] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Accepted: 07/06/2021] [Indexed: 01/10/2023] Open
Abstract
Traditional diet indices may capture diet quality according to local food culture. Higher adherence to traditional diet scores may help prevent disease, yet evidence in adolescents is limited. This cross-sectional study aimed to develop and validate a Traditional Costa Rica Adolescents Diet Score (TCRAD) and determine its association with sociodemographic characteristics, under the hypothesis that girls, adolescents from rural areas, and with low socioeconomic status, have a more traditional healthy diet. A total of 804 urban and rural adolescents (13-18 years old) participated in the study. The TCRAD showed adequate internal validity as shown by significant associations with intake of 14 traditional foods and nutrients (legumes, vegetables, fruits, oils, dairy, and corn tortilla scored as healthy; and white rice, red/processed meat, solid fats, desserts/pastries, sugar-sweetened beverages, snacks, fast food, and bread and cookies scored as unhealthy). A high TCRAD score, indicative of a healthier and more traditional diet, was observed among adolescents in the low socioeconomic group vs. medium or high socioeconomic categories (42.9, 41.2, and 38.2%, respectively, p < 0.05), adolescents living in rural areas vs. urban (47.6 vs. 34.2%, p < 0.05), and among boys vs. girls (46.9 vs. 37.5%, p < 0.05). The TCRAD score is a valid tool to capture diet quality of adolescents in Costa Rica and could be used to measure association of diet with disease outcomes in this and similar populations. Public health nutrition programs in Costa Rica should focus on improving intake of foods and nutrients, and prioritize girls, adolescents in urban areas, and adolescents with high socioeconomic status.
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Affiliation(s)
- Rafael Monge-Rojas
- Nutrition and Health Unit, Costa Rican Institute for Research and Education on Nutrition and Health (INCIENSA), Ministry of Health, Tres Ríos, Costa Rica
| | - June O'Neill
- Department of Nutrition, Harvard TH Chan School of Public Health, Boston, MA, United States
| | - Michelle Lee-Bravatti
- Department of Nutrition, Harvard TH Chan School of Public Health, Boston, MA, United States
| | - Josiemer Mattei
- Department of Nutrition, Harvard TH Chan School of Public Health, Boston, MA, United States
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Romeiro ACT, Curioni CC, Bezerra FF, Faerstein E. Sociodemographic determinants of food consumption pattern: Pró-Saúde Study. REVISTA BRASILEIRA DE EPIDEMIOLOGIA 2020; 23:e200090. [PMID: 32725090 DOI: 10.1590/1980-549720200090] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2019] [Accepted: 07/25/2019] [Indexed: 02/07/2023] Open
Abstract
AIMS To identify dietary patterns (DP) and to investigate their association with sociodemographic aspects. METHODOLOGY A cross-sectional data analysis of a sub-sample from Phase 4 of the Pró-Saúde Longitudinal Study (2012-2013), constituting a total of 520 participants. DP were obtained by principal component analysis from a food frequency questionnaire. Association between DP and sociodemographic aspects was analyzed by adjusted logistic regression. RESULTS Four DP were identified: processed and ultraprocessed products; fresh food; meats and alcoholic beverages; and traditional Brazilian foods. There was a greater adherence chance to "processed and ultraprocessed products" pattern among adults ≥ 55 years and lower chance among men. The probability of adherence to "fresh food" pattern was directly associated to men, subjects with a high educational level and inversely associated to adults aged ≥ 60 years. There was a lower chance of "meats and alcoholic beverages" pattern among men and increased chance of adherence to "traditional Brazilian foods" pattern among whites, subjects with ≥ 60 years and low schooling. CONCLUSION Sociodemographic factors were important determinants of DP, especially gender, schooling and age. Presence of a DP composed of processed and ultraprocessed products indicates the need for awareness strategies and supply limitation in this population, since it affects their health.
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Affiliation(s)
- Ariane Cristina Thoaldo Romeiro
- Programa de Pós-Graduação em Alimentação, Nutrição e Saúde, Instituto de Nutrição, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, RJ, Brazil
| | - Cintia Chaves Curioni
- Programa de Pós-Graduação em Alimentação, Nutrição e Saúde, Instituto de Nutrição, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, RJ, Brazil
| | - Flávia Fiorucci Bezerra
- Programa de Pós-Graduação em Alimentação, Nutrição e Saúde, Instituto de Nutrição, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, RJ, Brazil
| | - Eduardo Faerstein
- Programa de Pós-Graduação em Saúde Coletiva, Instituto de Medicina Social, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, RJ, Brazil
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Cattafesta M, Petarli GB, da Luz TC, Zandonade E, de Paula Alves Bezerra OM, Salaroli LB. Dietary patterns of Brazilian farmers and their relation with sociodemographic, labor, and lifestyle conditions. Nutr J 2020; 19:23. [PMID: 32209090 PMCID: PMC7093971 DOI: 10.1186/s12937-020-00542-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Accepted: 03/11/2020] [Indexed: 01/31/2023] Open
Abstract
Background The eating habits have changed in the last few decades, but few studies prioritize the food consumption of farmers and the rural population. Therefore, the objective of this study was explore the sociodemographic, occupational and lifestyle factors to the high adherence these dietary patterns. Methods This is a cross-sectional epidemiological study of 740 farmers (51.5%, n = 381 males; 48.5%, n = 359 females) from a municipality in Southeastern Brazil. Food intake data were obtained by applying multipass 24-h recall and dietary intake was presented in dietary patterns determined by Principal Component Analysis with varimax orthogonal rotation. Results Three dietary patterns were identified. The first pattern, “local traditional”, was associated with sociodemographic and labor variables, being considered typical of the region’s farmer as white race/color (p = 0.003), not extra-physical activity (p = 0.014) and cultivating 5 or more crops (p = 0.005). The permanence of a “traditional Brazilian” pattern and the occurrence of an “industrialized” pattern were also observed. Farmers working in non-conventional agriculture were 54% less adhere to “traditional Brazilian” pattern (OR 0.46, 95% CI 0.25–0.86, p = 0.014). Individuals aged 50 and over years were 82% less likely (OR 0.18, 95% CI 0.10–0.30) to adhere to “industrialized” pattern. Still, individuals of lower socioeconomic class were 52% less likely to adhere to this pattern (OR 0.48, 95% CI 0.24–0.96). Farmers who spent R$ 200 or more per capita to buy food were more than twice as likely to adhere to this food pattern (OR 2.22, 95% CI 1.32–3.73), and who had the habit of frequently eating out were 1.62 as likely adhere to “industrialized” pattern (95% CI 1.11–2.36). Conclusions The findings indicate changes in dietary patterns in rural areas of the country, maintaining a traditional Brazilian pattern, as well as a local and an industrialized pattern. This last pattern demonstrates that the contemporary rural population also opts for a diet with ultra-processed products, being associated with the characteristic habits of a more urbanized rural region.
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Affiliation(s)
- Monica Cattafesta
- Graduate Program in Collective Health, Federal University of Espírito Santo, Vitória, Brazil
| | - Glenda Blaser Petarli
- Graduate Program in Collective Health, Federal University of Espírito Santo, Vitória, Brazil
| | | | - Eliana Zandonade
- Graduate Program in Collective Health, Federal University of Espírito Santo, Vitória, Brazil
| | | | - Luciane Bresciani Salaroli
- Graduate Program in Collective Health, Federal University of Espírito Santo, Vitória, Brazil. .,Graduate Program in Nutrition and Health, Federal University of Espírito Santo, Vitória, Brazil. .,Health Sciences Center, Federal University of Espírito Santo, Av. Marechal Campos, 1468 - Campus Maruípe, Vitória, ES, 29.040-090, Brazil.
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Roohafza H, Feizi A, Amani Tirani S, Sadeghi M, Sarrafzadegan N. Dietary patterns in relation to major cardiovascular diseases risk factors. NUTRITION & FOOD SCIENCE 2019; 50:921-935. [DOI: 10.1108/nfs-08-2019-0257] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/29/2023]
Abstract
Purpose
The purpose of this study was to evaluate the association of empirically derived dietary patterns with hypertension and hyperlipidemia among a large sample of Iranian industrial employees.
Design/methodology/approach
This cross-sectional study was done under the framework of Epidemiological Survey of Chronic Diseases on Manufacturing Employees. Major dietary patterns were derived based on a validated short form of food frequency questionnaire (FFQ) using exploratory factor analysis. Self-administered validated questionnaires were used to collect data on socio-demographic and job-related variables of participants. Multivariable logistic regression was applied for association analyses.
Findings
Higher levels of Western dietary pattern increased significantly the risk of hypertension (odds ratio [OR] = 1.85, 95% CI [1.36-2.53], P trend <0.001) and hyperlipidemia (OR = 1.45, 95% CI [1.16-1.81], p = 0.001) even after controlling for confounding variables. The traditional dietary pattern was marginally associated with a significant increase in risk of hyperlipidemia ( = 1.14, 95% CI [0.92-1.41], p = 0.084) in the fully adjusted model. However, higher levels of healthy dietary pattern were significantly associated with a decreased risk of hyperlipidemia in the final model (OR 0.80, 95% CI [0.64-0.90], p = 0.025).
Originality/value
To the authors’ knowledge, an association analysis between dietary patterns and major cardiovascular disease risk in workforce population over the world is scarce and has not yet been conducted among Iranian industrial employees. This study’s findings are especially relevant for the industrial workforce population because they are at high risk of other job-related risks that increase the CVD risk.
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Adherence to dietary patterns during pregnancy and association with maternal characteristics in pregnant Brazilian women. Nutrition 2019; 62:85-92. [DOI: 10.1016/j.nut.2018.10.036] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2018] [Revised: 10/19/2018] [Accepted: 10/30/2018] [Indexed: 01/18/2023]
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Ternus DL, Henn RL, Bairros F, Costa JSD, Olinto MTA. Dietary patterns and their association with sociodemographic and behavioral factors: 2015 Women's Health Research, São Leopoldo (RS). REVISTA BRASILEIRA DE EPIDEMIOLOGIA 2019; 22:e190026. [PMID: 30942332 DOI: 10.1590/1980-549720190026] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Accepted: 05/15/2018] [Indexed: 12/17/2022] Open
Abstract
INTRODUCTION Dietary patterns may be more predictive of disease risk than individual nutrients or foods. OBJECTIVE To identify dietary patterns and associated factors among adult women. METHOD Population-based cross-sectional study with 1,128 women, aged 20 to 69 years, living in São Leopoldo, Rio Grande do Sul. Food intake was assessed with a frequency questionnaire. The principal component analysis identified dietary patterns. We estimated crude and adjusted prevalence ratios using Poisson regression with robust variance. RESULTS Threedietary patterns - responsible for 25.8% of the total variance - were identified: healthy (fruits, vegetables, and whole foods); risk (ultra-processed foods); and Brazilian (rice and beans). The healthy pattern showed the largest percentage of explained variation (11.62%). The probability of adherence to the healthy pattern increased linearly with age and schooling and was higher among ex-smokers [prevalence ratio (PR)=1.22; confidence interval of 95% (95%CI) 1.04 - 1.42]. Younger women and those with better schooling had more chances of adhering to the risk pattern. The probability of adherence to the Brazilian pattern increased as schooling decreased and was higher among non-white women (PR = 1.29; 95%CI 1.04- 1.59). CONCLUSIONS While adherence to healthy and risk patterns behaved differently according to women's age, it was similar regarding schooling. Socioeconomic conditions defined adherence to the Brazilian pattern.
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Affiliation(s)
- Daiane Luisa Ternus
- Programa de Pós-Graduação em Saúde Coletiva, Universidade do Vale do Rio dos Sinos - São Leopoldo (RS), Brasil
| | - Ruth Liane Henn
- Programa de Pós-Graduação em Saúde Coletiva, Universidade do Vale do Rio dos Sinos - São Leopoldo (RS), Brasil
| | - Fernanda Bairros
- Departamento de Assistência e Orientação Profissional, Bacharelado em Saúde Coletiva, Universidade Federal do Rio Grande do Sul - Porto Alegre (RS), Brasil
| | - Juvenal Soares da Costa
- Programa de Pós-Graduação em Saúde Coletiva, Universidade do Vale do Rio dos Sinos - São Leopoldo (RS), Brasil
| | - Maria Teresa Anselmo Olinto
- Programa de Pós-Graduação em Saúde Coletiva, Universidade do Vale do Rio dos Sinos - São Leopoldo (RS), Brasil.,Departamento de Nutrição, Universidade Federal de Ciências da Saúde de Porto Alegre - Porto Alegre (RS), Brasil
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15
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Nogueira VC, Arruda SPM, Sampaio HADC, Rodrigues BC, Silva EBD, Farias BO, Sabóia KM. [Socioeconomic, demographic and lifestyle factors associated with eating patterns of shift workers]. CIENCIA & SAUDE COLETIVA 2019; 24:761-769. [PMID: 30892498 DOI: 10.1590/1413-81232018243.03362017] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Accepted: 06/03/2017] [Indexed: 11/22/2022] Open
Abstract
The scope of this paper was to identify the main eating patterns of shift workers and to associate them with socioeconomic, demographic and lifestyle variables. Men between 20 and 60 years of age, workers of a metallurgical company in the state of Ceará, were studied. Eating patterns were identified by factorial analysis by major components, followed by varimax orthogonal rotation. Poisson regression was used to estimate the prevalence ratios (PR) of the variables in relation to dietary patterns. Three patterns were identified: standard northeastern, popular and western. Employees of the night shift and those who smoke or have smoked showed less adherence to the common northeastern pattern, while those who consume or have consumed alcoholic beverages showed greater adherence. For the popular, the highest adherence was of employees with higher education, residents in the company's headquarter city and who only consumed alcoholic beverages in the past, while individuals with better Brazilian economic classification showed lower adherence. Older men and smokers had lower adherence to the western standard. Knowledge of these variables associated with the eating patterns identified may support the planning of healthy eating practices in the group studied.
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Affiliation(s)
- Valéria Cristina Nogueira
- Centro de Ciências da Saúde, Universidade Estadual do Ceará. Av. Dr. Silas Munguba, 1700, Parangaba. 65080-040 Fortaleza CE Brasil.
| | - Soraia Pinheiro Machado Arruda
- Centro de Ciências da Saúde, Universidade Estadual do Ceará. Av. Dr. Silas Munguba, 1700, Parangaba. 65080-040 Fortaleza CE Brasil.
| | - Helena Alves de Carvalho Sampaio
- Centro de Ciências da Saúde, Universidade Estadual do Ceará. Av. Dr. Silas Munguba, 1700, Parangaba. 65080-040 Fortaleza CE Brasil.
| | - Brena Custódio Rodrigues
- Centro de Ciências da Saúde, Universidade Estadual do Ceará. Av. Dr. Silas Munguba, 1700, Parangaba. 65080-040 Fortaleza CE Brasil.
| | - Evelyne Barbosa da Silva
- Centro de Ciências da Saúde, Universidade Estadual do Ceará. Av. Dr. Silas Munguba, 1700, Parangaba. 65080-040 Fortaleza CE Brasil.
| | - Bianca Oliveira Farias
- Centro de Ciências da Saúde, Universidade Estadual do Ceará. Av. Dr. Silas Munguba, 1700, Parangaba. 65080-040 Fortaleza CE Brasil.
| | - Keithyanne Marinho Sabóia
- Centro de Ciências da Saúde, Universidade Estadual do Ceará. Av. Dr. Silas Munguba, 1700, Parangaba. 65080-040 Fortaleza CE Brasil.
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Fujii TMDM, Norde MM, Fisberg RM, Marchioni DML, Rogero MM. Lipid metabolism genetic risk score interacts with the Brazilian Healthy Eating Index Revised and its components to influence the odds for dyslipidemia in a cross-sectional population-based survey in Brazil. Nutr Health 2019; 25:119-126. [PMID: 30834809 DOI: 10.1177/0260106019830844] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND Dyslipidemia can be influenced by genetic and dietary risk factors. AIM This study set out to investigate diet and genetic variations in Brazilian people in a cross-sectional population-based survey and to analyze the relationship between single nucleotide polymorphisms (SNPs) of genes involved in lipid metabolism and cardiometabolic-related phenotypes using a genetic risk score (GRS). METHODS We recruited 228 adults (mean age 36.5 years) who participated in the Health Survey of São Paulo (HS-SP), Brazil. Clinical and anthropometric parameters, as well as the interaction between the GRS and the Brazilian Healthy Eating Index Revised (BHEI-R) were evaluated. We analyzed the relationship between SNPs in APOA5 (rs662799), APOB (rs693, rs1367117), LDLR (rs688, rs5925) and LIPC (rs2070895, rs1800588) and cardiometabolic-related phenotypes using a GRS. RESULTS High-density lipoprotein cholesterol (HDLC) levels were associated with the BHEI-R ( p=0.026; β= -0.183) and with its SoFAAS component (solid fats, alcoholic beverages and added sugars) ( p=0.007; β=0.279). Non-HDL cholesterol levels were associated with the BHEI-R vegetable component ( p=0.015; β=0.002) and the meat, eggs and beans component ( p=0.003; β=0.007). Triacylglycerol levels were associated with the BHEI-R vegetable component ( p=0.027; β=0.003); the meat, eggs and beans component ( p=0.041; β=0.001); and the total protein component ( p=0.013; β=0.032). Significant effects were observed for the interactions between the GRS and both the BHEI-R oils component ( p=0.019) and the SoFAAS component ( p<0.001) on the dyslipidemia risk. CONCLUSIONS The evaluation of dietary quality, especially fat quality, together with the lipid metabolism GRS could be a useful tool to manage cardiometabolic risk.
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Affiliation(s)
| | | | | | | | - Marcelo Macedo Rogero
- 1 Department of Nutrition, University of Sao Paulo, Brazil.,2 Food Research Center (FoRC), Research Innovation and Dissemination Centers São Paulo Research Foundation, Brazil
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Teixeira JA, Steluti J, Gorgulho BM, Carioca AAF, Alencar GP, Fisberg RM, Marchioni DM. Prudent dietary pattern influences homocysteine level more than folate, vitamin B12, and docosahexaenoic acid: a structural equation model approach. Eur J Nutr 2019; 59:81-91. [DOI: 10.1007/s00394-018-1886-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2017] [Accepted: 12/19/2018] [Indexed: 12/20/2022]
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18
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Rezaei A, Amirdivani S, Asl AK, Malekinejad H, Zomorodi S, Hosseinmardi F. Inhibition of the Angiotensin I Converting Enzyme (ACE) and proteolysis of non-fat probiotic yogurt. BRAZILIAN JOURNAL OF FOOD TECHNOLOGY 2019. [DOI: 10.1590/1981-6723.23418] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/17/2023]
Abstract
Abstract Yogurt is an important source of many biologically active peptides with specific health benefits. The majority of the bioactive peptides produced during yogurt manufacture are related to angiotensin converting enzyme inhibitory (ACE-I) peptides. The present study evaluated the proteolysis and angiotensin converting enzyme (ACE) inhibitory activities of non-fat probiotic yogurt supplemented with sodium caseinate (0 to 4%), and Mentha piperita (peppermint) extract (0 to 0.4%) during 20 days of storage. Good correlation (R = 0.90) was found between the growth of Lactobacillus casei LFTI® L26 and ACE inhibition in all samples during the initial stages of storage, as compared to the control yogurt, with a significant (p < 0.05) decrease after storage. The results showed that the addition of sodium caseinate and peppermint extract had a significant (p < 0.05) effect on proteolysis and the viability of L. casei LFTI® L26, enhancing the ACE activity. The IC50 values of the sample containing 0.4% of peppermint and of the sample containing 4% of sodium caseinate were 0.12 and 0.02 mg/mL respectively. The results showed that the use of 4% of sodium caseinate and 0.4% of peppermint extract could provide higher probiotic viability (1.3×107cfu/g) on the 20th day of storage.
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Soleimani D, Ranjbar G, Rezvani R, Goshayeshi L, Razmpour F, Nematy M. Dietary patterns in relation to hepatic fibrosis among patients with nonalcoholic fatty liver disease. Diabetes Metab Syndr Obes 2019; 12:315-324. [PMID: 30881075 PMCID: PMC6420105 DOI: 10.2147/dmso.s198744] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Nonalcoholic fatty liver disease (NAFLD) is a multifactorial disorder that can progress to fibrosis. Several dietary patterns have been associated with histological features of NAFLD. However, little is known about the association between dietary patterns and hepatic fibrosis. PURPOSE The current study aimed at identifying the relationship between major dietary patterns and hepatic fibrosis among patients with NAFLD. SUBJECTS AND METHODS This cross-sectional study included 170 eligible subjects with NAFLD. Diet was evaluated using three 3-day dietary records during a 1-month period. Hepatic fibrosis was diagnosed using Fibroscan. Western, Iranian, and healthy dietary patterns were extracted using factor analysis. RESULTS After adjustment for other risk factors, adherence to a Western dietary pattern was associated with the higher odds of fibrosis (OR: 4.21; 95% CI: 1.63-8.31), whereas adherence to a healthy dietary pattern was associated with the lower odds of fibrosis (OR: 0.26; 95% CI: 0.10-0.49). Among main food groups, high intake of red meat, hydrogenated fats, and soft drinks was associated with the higher risk of fibrosis, whereas tea and coffee consumption had a protective role in hepatic fibrosis independent of other risk factors. CONCLUSION The adherence to a healthy dietary pattern characterized by high intake of low-fat dairies, white meat, nuts, vegetables, fruits, and vegetable oils combined with coffee and tea consumption might be helpful in the nutritional strategies against hepatic fibrosis.
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Affiliation(s)
- Davood Soleimani
- Department of Nutrition, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran,
| | - Golnaz Ranjbar
- Department of Nutrition, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran,
- Department of Biological and Environmental Sciences, Faculty of Life and Medical Sciences, University of Hertfordshire, Hatfield, UK
| | - Reza Rezvani
- Department of Nutrition, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran,
- School of Nutrition, Faculté des Sciences de l'agriculture et de l'alimentation, Université Laval, Quebec, QC, Canada
| | - Ladan Goshayeshi
- Department of Gastroenterology and Hepatology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Farkhonde Razmpour
- Department of Nutrition, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran,
| | - Mohsen Nematy
- Department of Nutrition, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran,
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Prudent diet is associated with low sleepiness among short-haul truck drivers. Nutrition 2018; 63-64:61-68. [PMID: 30933727 DOI: 10.1016/j.nut.2018.11.023] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Revised: 11/13/2018] [Accepted: 11/20/2018] [Indexed: 11/20/2022]
Abstract
OBJECTIVES The lifestyle of postindustrial society has undergone major shifts characterized by changes in demographic and epidemiologic profiles, eating habits, and job structures, with irregular working hours, particularly night shifts. The investigation of dietary patterns is of great importance for the discussion and devising of effective dietary strategies for shift and night workers in general, particularly in view of the increased sleepiness reported during night work. OBJECTIVE We aimed to determine the association between dietary patterns of Brazilian truck drivers and sleepiness levels, according to work shift. METHODS A cross-sectional study of 52 drivers (25 long haul and 27 short haul) at a freight company was carried out. This study entailed application of a structured questionnaire collecting sociodemographic, lifestyle, and nutritional status data. Assessment of dietary intake using a 24-h dietary recall and an evaluation of sleepiness by the Karolinska Sleepiness Scale were performed. The principal components of the diet were analyzed by factor analysis to derive dietary patterns. A linear mixed model was then applied to determine a model for sleepiness levels of the drivers as a function of dietary pattern, time of day, and work shift. RESULTS Three intake patterns were derived: traditional, prudent, and Western. Associations of time of day (F = 23.629, P < 0.01) and shift type (F = 42.218, P < 0.01) on sleepiness were found. An association between diet and sleepiness was also evident, where the prudent pattern was associated with low sleepiness among short-haul truck drivers (F = 3.865, P = 0.02). CONCLUSIONS The results of the present study revealed an association between dietary patterns and short-haul driving, in which the healthy pattern produced low sleepiness during the day. The sleepiness curve of long-haul drivers appears to have a flattening pattern, probably because of irregular working times.
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Energy intake and food sources of eight Latin American countries: results from the Latin American Study of Nutrition and Health (ELANS). Public Health Nutr 2018; 21:2535-2547. [PMID: 29848396 DOI: 10.1017/s1368980018001222] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
OBJECTIVE Few previous studies in Latin America (LA) have provided data on dietary intake composition with a standardized methodology. The present study aimed to characterize energy intake (EI) and to describe the main food sources of energy in representative samples of the urban population from eight LA countries from the Latin American Study in Nutrition and Health (ELANS). DESIGN Cross-sectional study. Usual dietary intake was assessed with two non-consecutive 24 h dietary recalls. SETTING Urban areas from eight countries (Argentina, Brazil, Chile, Colombia, Costa Rica, Ecuador, Peru, Venezuela), September 2014 to July 2015. SUBJECTS Adolescents and adults aged 15-65 years. Final sample comprised 9218 individuals, of whom 6648 (72·1 %) were considered plausible reporters. RESULTS Overall, mean EI was 8196 kJ/d (1959 kcal/d), with a balanced distribution of macronutrients (54 % carbohydrate, 30 % fat, 16 % protein). Main food sources of energy were grains, pasta and bread (28 %), followed by meat and eggs (19 %), oils and fats (10 %), non-alcoholic homemade beverages (6 %) and ready-to-drink beverages (6 %). More than 25 % of EI was provided from food sources rich in sugar and fat, like sugary drinks, pastries, chips and candies. Meanwhile, only 18 % of EI was from food sources rich in fibre and micronutrients, such as whole grains, roots, fruits, vegetables, beans, fish and nuts. No critical differences were observed by gender or age. CONCLUSIONS Public health efforts oriented to diminish consumption of refined carbohydrates, meats, oils and sugar and to increase nutrient dense-foods are a priority in the region to drive to a healthier diet.
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Carioca AAF, Gorgulho B, Teixeira JA, Fisberg RM, Marchioni DM. Dietary patterns in internal migrants in a continental country: A population-based study. PLoS One 2017; 12:e0185882. [PMID: 29036177 PMCID: PMC5642885 DOI: 10.1371/journal.pone.0185882] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2016] [Accepted: 09/21/2017] [Indexed: 12/26/2022] Open
Abstract
OBJECTIVE The objective of this study was to assess the differences and similarities in dietary patterns among migrants and natives. METHODS A population-based, cross-sectional study was conducted in the city of São Paulo. The study population included internal migrants, defined as individuals born outside São Paulo city who had lived in the city for ten years or longer. The final population (n = 999) was divided into three groups: natives of São Paulo (n = 354), migrants from the Southeast (n = 349) and migrants from the Northeast (n = 296). Factor and principal component analysis was employed to derive dietary patterns. The standardized scores were compared among groups using linear regression. RESULTS Differences in income per capita, years of education, self-reported race, smoking habits, alcohol consumption, nutritional status and prevalence of hypertension were found for place of birth. Three dietary patterns were identified: prudent (salad dressings, vegetables, natural flavorings, fruits, whole-grain bread, white cheeses and juices), traditional (rice, beans, bread/toast/crackers, butter/margarine, whole milk, coffee/teas, sugar), and modern (sodas, pastries/sandwiches/pizzas, yellow cheeses, pastas, sauces, alcoholic beverages, sweets, processed meats). Compared to natives, migrants from the Southeast had an inversely proportional adherence to the modern pattern whereas migrants from the Northeast had an inverse association with the prudent and modern patterns and a positive association with the traditional pattern. CONCLUSIONS São Paulo natives and internal migrants from other regions of Brazil exhibited different dietary patterns. The results presented here add perspectives to be considered in the study of non-communicable diseases and its different incidences among migrants and natives.
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Affiliation(s)
| | - Bartira Gorgulho
- Department of Nutrition, School of Public Health, University of Sao Paulo, Sao Paulo, Brazil
| | - Juliana Araujo Teixeira
- Department of Nutrition, School of Public Health, University of Sao Paulo, Sao Paulo, Brazil
| | - Regina Mara Fisberg
- Department of Nutrition, School of Public Health, University of Sao Paulo, Sao Paulo, Brazil
| | - Dirce Maria Marchioni
- Department of Nutrition, School of Public Health, University of Sao Paulo, Sao Paulo, Brazil
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de Oliveira Santos R, Vieira DADS, Miranda AAM, Fisberg RM, Marchioni DM, Baltar VT. The traditional lunch pattern is inversely correlated with body mass index in a population-based study in Brazil. BMC Public Health 2017; 18:33. [PMID: 28724424 PMCID: PMC5518136 DOI: 10.1186/s12889-017-4582-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2017] [Accepted: 07/10/2017] [Indexed: 11/17/2022] Open
Abstract
Background The association of obesity and dietary patterns has been well documented in scientific literature; however, information on the impact of meal patterns on obesity is scarce. The objective of this study was to investigate the association of adherence to lunch patterns and body mass index (BMI) in a representative sample of individuals aged 20 years or older in Sao Paulo. Methods Data for 933 participants were retrieved from the Health Survey of São Paulo (ISA-Capital 2008), a cross-sectional population-based survey. The usual dietary intake of individuals with at least one 24-h recall was estimated by the Multiple Source Method. The definition of lunch was self-reported by the participant. Five lunch patterns were derived from twenty-two food groups by exploratory factor analysis: Traditional, Western, Sweetened juice, Salad, and Meats. To estimate the effect of lunch patterns on BMI, we used a generalized linear model with link identity and inverse Gaussian distribution. Analyses were adjusted by age, gender, household income per capita, physical activity levels, smoking status, alcohol consumption, total energy intake, and misreporting status. Results The greater adherence to the traditional pattern at the lunch meal was associated with lower BMI, only in insufficiently active individuals (ß = −0.78; 95% CI -1.57; −0.02). Conclusions The traditional Brazilian lunch pattern might protect the insufficiently active individuals against obesity.
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Affiliation(s)
- Roberta de Oliveira Santos
- Department of Nutrition, School of Public Health, University of Sao Paulo, Avenida Dr. Arnaldo, 715 - Cerqueira César. CEP, São Paulo, SP, 01246-904, Brazil.
| | - Diva Aliete Dos Santos Vieira
- Department of Nutrition, School of Public Health, University of Sao Paulo, Avenida Dr. Arnaldo, 715 - Cerqueira César. CEP, São Paulo, SP, 01246-904, Brazil
| | - Andreia Alexandra Machado Miranda
- Department of Nutrition, School of Public Health, University of Sao Paulo, Avenida Dr. Arnaldo, 715 - Cerqueira César. CEP, São Paulo, SP, 01246-904, Brazil
| | - Regina Mara Fisberg
- Department of Nutrition, School of Public Health, University of Sao Paulo, Avenida Dr. Arnaldo, 715 - Cerqueira César. CEP, São Paulo, SP, 01246-904, Brazil
| | - Dirce Maria Marchioni
- Department of Nutrition, School of Public Health, University of Sao Paulo, Avenida Dr. Arnaldo, 715 - Cerqueira César. CEP, São Paulo, SP, 01246-904, Brazil
| | - Valéria Troncoso Baltar
- Department of Epidemiology and Biostatistics, Institute of Collective Health, Federal Fluminense University, Travessa Marquês de Paraná, 303 - Centro. CEP, Niterói, RJ, 24030-210, Brazil
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Proposal for a breakfast quality index for brazilian population: Rationale and application in the Brazilian National Dietary Survey. Appetite 2016; 111:12-22. [PMID: 28007489 DOI: 10.1016/j.appet.2016.12.023] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2016] [Revised: 12/15/2016] [Accepted: 12/17/2016] [Indexed: 11/20/2022]
Abstract
Breakfast has been related to positive nutrition and health outcomes, but criteria for an optimal composition of this meal are not well established. The aim of this study was to propose a breakfast quality index (BQI) for the Brazilian population, and to describe the relationship between breakfast quality, socio-demographic factors, dietary intake at breakfast and for the total day. BQI was constructed based on individual dietary data of 22,279 breakfast consumers, aged 20+ years from the Brazilian National Dietary Survey, a population-based cross-sectional study. The BQI was comprised of food components (cereals, fruit/vegetables, dairy products), and nutrient criteria (energy, fiber, free sugar, saturated fat, calcium and sodium). Mean, percentage and 95% CIs were estimated for variables according to BQI categories. The mean BQI was 4.2, with 71% of individuals falling into medium BQI category and 6% in high category. Individuals in urban areas, in higher categories of income and education and women had higher BQI means. Consumers with high BQI had higher intake of fruits/vegetables and higher breakfast and total daily intake of energy, carbohydrates, fiber, total sugar, sodium, potassium, phosphorus, thiamin, riboflavin, niacin, folate and vitamins B6, A, C, and D, and lower trans fatty acids compared to those in low and medium BQI groups. Promoting a high-quality breakfast may contribute to a better nutrient intake and achievement of daily requirements.
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Healthy dietary pattern is inversely associated with non-alcoholic fatty liver disease in elderly. Br J Nutr 2016; 115:2189-95. [PMID: 27102566 DOI: 10.1017/s0007114516001410] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
AbstractThe prevalence of non-alcoholic fatty liver disease (NAFLD) is rising, an increase that may be associated with changes in lifestyle such as unhealthy dietary patterns. Although advanced age is a risk factor for NAFLD, no studies reporting this association in the elderly population were found. In the present study, the association between dietary patterns and NAFLD in the elderly was assessed. A study including 229 older adults was conducted. NAFLD diagnosis was defined as individuals whose ultrasound examination disclosed hepatic steatosis at any stage, in the absence of excess intake of alcoholic beverages. Dietary patterns were obtained by principal components analysis. Mean scores and standard errors of each dietary pattern were calculated for the groups with and without NAFLD, and mean scores of the two groups were compared using the Mann–Whitney U test. The prevalence ratios and 95 % CI were estimated for each tertile of the dietary pattern adherence scores using Poisson multiple regression models with robust variance. A total of 103 (45 %) elderly with NAFLD and four dietary patterns were identified: traditional, regional snacks, energy dense and healthy. Mean scores for adherence to the healthy pattern in the groups with and without NAFLD differed. NAFLD was inversely associated with greater adherence to the healthy pattern and directly associated with the regional snacks, after adjustment for confounders. In conclusion, healthy dietary pattern is inversely associated with NAFLD in elderly.
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Examining associations between dietary patterns and metabolic CVD risk factors: a novel use of structural equation modelling. Br J Nutr 2016; 115:1586-97. [PMID: 26931638 DOI: 10.1017/s0007114516000556] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
The association between dietary patterns and metabolic cardiovascular risk factors has long been addressed but there is a lack of evidence towards the effects of the overall diet on the complex net of biological inter-relationships between risk factors. This study aimed to derive dietary patterns and examine their associations with metabolic cardiovascular risk factors following a theoretic model for the relationship between them. Participants included 417 adults of both sexes, enrolled to the cross-sectional population-based study performed in Brazil. Body weight, waist circumference, high-sensitivity C-reactive protein, blood pressure, total cholesterol:HDL-cholesterol ratio, TAG:HDL-cholesterol ratio, fasting plasma glucose and serum leptin were evaluated. Food consumption was assessed by two non-consecutive 24-h dietary recalls adjusted for the within-person variation of intake. A total of three dietary patterns were derived by exploratory structural equation modelling: 'Traditional', 'Prudent' and 'Modern'. The 'Traditional' pattern had a negative and direct effect on obesity indicators (serum LEP, body weight and waist circumference) and negative indirect effects on total cholesterol:HDL-cholesterol ratio, TAG:HDL-cholesterol ratio and fasting plasma glucose. The 'Prudent' pattern had a negative and direct effect on systolic blood pressure. No association was observed for the 'Modern' pattern and metabolic risk factors. In conclusion, the 'Traditional' and 'Prudent' dietary patterns were negatively associated with metabolic cardiovascular risk factors among Brazilian adults. Their apparent protective effects against obesity and high blood pressure may be important non-pharmacological strategies for the prevention and control of obesity-related metabolic disorders and CVD.
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Freitas CFCD, Peralta AM, Carvalho AM, Carioca AAF, Fisberg RM, Marchioni DML. Qualidade da dieta entre consumidores e não consumidores de carnes vermelhas e processadas: estudo ISA-Capital. REV NUTR 2015. [DOI: 10.1590/1415-52732015000600010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
OBJETIVO: Avaliar a qualidade da dieta entre consumidores e não consumidores de carnes vermelhas e processadas em residentes do município de São Paulo. MÉTODOS: Foram utilizados dados do estudo transversal do Inquérito de Saúde de São Paulo - 2008, com informações de 726 indivíduos que possuíam todas as informações dos inquéritos dietéticos, sendo 195 adolescentes, 272 adultos e 259 idosos. Os dados de consumo alimentar foram obtidos por dois recordatórios alimentares de 24 horas, aplicados em dias não consecutivos, incluindo final de semana e todas as estações do ano, e um questionário de frequência alimentar para estimar a frequência do consumo de carnes vermelhas e processadas. A ingestão alimentar habitual foi estimada pelo Multiple Source Method. O Índice de Qualidade da Dieta - Revisado foi calculado a partir da ingestão habitual dos participantes. As recomendações da Organização Mundial de Saúde foram utilizadas para estimar a participação percentual dos macronutrientes no valor energético total. RESULTADOS: O grupo de não consumidores apresentou maior pontuação média do índice (p=0,006), do grupo das frutas integrais (p=0,022), dos leites e derivados (p<0,001) e menor pontuação média de gordura sólida, álcool e açúcar de adição (p=0,039) e carnes, ovos e leguminosas (p<0,001). Também se mostrou maior percentual de adequação de gordura no grupo de não consumidores de carnes vermelhas e processadas. CONCLUSÃO: Sugere-se que não consumidores de carne vermelha e processada tenha melhor qualidade da dieta e maior adequação da contribuição energética dos lipídeos em comparação com consumidores desse alimento.
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Wirth MD, Shivappa N, Hurley TG, Hébert JR. Association between previously diagnosed circulatory conditions and a dietary inflammatory index. Nutr Res 2015; 36:227-33. [PMID: 26923509 DOI: 10.1016/j.nutres.2015.11.016] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2015] [Revised: 11/24/2015] [Accepted: 11/26/2015] [Indexed: 12/18/2022]
Abstract
Inflammation is a key contributor to the development or recurrence of circulatory disorders. Diet is a strong modifier of inflammation. It was hypothesized that more pro-inflammatory diets, as indicated by higher Dietary Inflammatory Index (DII) scores, would be associated with self-reported previously diagnosed circulatory disorders using National Health and Nutrition Examination Survey (NHANES) data. This analysis included NHANES respondents from 2005-2010 (n = 15,693). The DII was calculated from micro and macronutrients derived from a single 24-hour recall. Logistic regression, stratified by sex and adjusted for important covariates, was used to determine the odds of previous circulatory disorder diagnoses by quartile of DII scores. Excluding hypertension, which had a prevalence of 30%, the prevalence of any circulatory disorder was 8%. Those in DII quartile 4 were 1.30 (95%CI = 1.06-1.58) times more likely to have a previous circulatory disorder (excluding hypertension) compared to those in DII quartile 1. Similar findings were observed for specific CVDs including congestive heart failure, stroke, and heart attack. Participants in DII quartile 4 were more likely to have a diagnosis of hypertension compared to those in DII quartile 1 (prevalence odds ratio = 1.19, 95%CI = 1.05-1.34). Results tended to be stronger among females. Individuals with a previous circulatory disorder diagnosis from NHANES appear to have more pro-inflammatory diets compared to those without a previous diagnosis. Because inflammation is an important factor related to recurrence of circulatory disorders, the DII could be used in treatment programs to monitor dietary modulators of inflammation among individuals with these conditions.
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Affiliation(s)
- Michael D Wirth
- Cancer Prevention and Control Program, University of South Carolina, 915 Greene Street, Suite 200, Columbia, SC 29208; Department of Epidemiology and Biostatistics, University of South Carolina, 915 Greene Street, Suite 200, Columbia, SC 29208; Connecting Health Innovations, LLC, 1417 Gregg Street, Columbia, SC 29201.
| | - Nitin Shivappa
- Cancer Prevention and Control Program, University of South Carolina, 915 Greene Street, Suite 200, Columbia, SC 29208; Department of Epidemiology and Biostatistics, University of South Carolina, 915 Greene Street, Suite 200, Columbia, SC 29208; Connecting Health Innovations, LLC, 1417 Gregg Street, Columbia, SC 29201
| | - Thomas G Hurley
- Cancer Prevention and Control Program, University of South Carolina, 915 Greene Street, Suite 200, Columbia, SC 29208
| | - James R Hébert
- Cancer Prevention and Control Program, University of South Carolina, 915 Greene Street, Suite 200, Columbia, SC 29208; Department of Epidemiology and Biostatistics, University of South Carolina, 915 Greene Street, Suite 200, Columbia, SC 29208; Connecting Health Innovations, LLC, 1417 Gregg Street, Columbia, SC 29201
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Possa G, de Castro MA, Marchioni DML, Fisberg RM, Fisberg M. Probability and amounts of yogurt intake are differently affected by sociodemographic, economic, and lifestyle factors in adults and the elderly—results from a population-based study. Nutr Res 2015; 35:700-6. [DOI: 10.1016/j.nutres.2015.05.020] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2015] [Revised: 05/18/2015] [Accepted: 05/28/2015] [Indexed: 11/30/2022]
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Abstract
AbstractThe use of dietary patterns (DP) in nutritional research is well established; however, only a few studies of DP according to specific meals have been conducted. The purpose of this study was to identify the DP regarding breakfast, lunch and dinner meals of the population (aged 20 years and older of both sexes) that participated in the Health Care Survey of Sao Paulo. Food intake was estimated by using the Multiple Source Method – considering two 24- h dietary recalls. On the basis of the food groups for each meal, a factor analysis, with a principal component estimation, was applied (varimax rotation) in order to derive the DP. Prevalences of meal skipping were 5·6 % for breakfast, 3·6 % for lunch and 12·8 % for dinner. The findings revealed three breakfast DP: healthy, traditional and snack; five lunch DP: traditional, salad, sweetened juice, Western and meats; and four dinner DP: coffee with milk and bread, transitional, traditional, and soup and fruits. The results of this study indicate that the DP identified in accordance with the meal nicely discriminates food intake, emphasising peculiarities that are not found in global analyses and might support dietary advice.
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Whole-grain foods and chronic disease: evidence from epidemiological and intervention studies. Proc Nutr Soc 2015; 74:313-9. [PMID: 26062574 DOI: 10.1017/s0029665115002104] [Citation(s) in RCA: 83] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Cereal-based foods are key components of the diet and they dominate most food-based dietary recommendations in order to achieve targets for intake of carbohydrate, protein and dietary fibre. Processing (milling) of grains to produce refined grain products removes key nutrients and phytochemicals from the flour and although in some countries nutrients may be replaced with mandatory fortification, overall this refinement reduces their potential nutritional quality. There is increasing evidence from both observational and intervention studies that increased intake of less-refined, whole-grain (WG) foods has positive health benefits. The highest WG consumers are consistently shown to have lower risk of developing CVD, type 2 diabetes and some cancers. WG consumers may also have better digestive health and are likely to have lower BMI and gain less weight over time. The bulk of the evidence for the benefits of WG comes from observational studies, but evidence of benefit in intervention studies and potential mechanisms of action is increasing. Overall this evidence supports the promotion of WG foods over refined grain foods in the diet, but this would require adoption of standard definitions of 'whole grain' and 'whole-grain foods' which will enable innovation by food manufacturers, provide clarity for the consumer and encourage the implementation of food-based dietary recommendations and public health strategies.
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Castro MAD, Baltar VT, Selem SSDC, Marchioni DML, Fisberg RM. Empirically derived dietary patterns: interpretability and construct validity according to different factor rotation methods. CAD SAUDE PUBLICA 2015; 31:298-310. [DOI: 10.1590/0102-311x00070814] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2014] [Accepted: 09/12/2014] [Indexed: 12/19/2022] Open
Abstract
This study aimed to investigate the effects of factor rotation methods on interpretability and construct validity of dietary patterns derived in a representative sample of 1,102 Brazilian adults. Dietary patterns were derived from exploratory factor analysis. Orthogonal (varimax) and oblique rotations (promax, direct oblimin) were applied. Confirmatory factor analysis assessed construct validity of the dietary patterns derived according to two factor loading cut-offs (≥ |0.20| and ≥ |0.25|). Goodness-of-fit indexes assessed the model fit. Differences in composition and in interpretability of the first pattern were observed between varimax and promax/oblimin at cut-off ≥ |0.20|. At cut-off ≥ |0.25|, these differences were no longer observed. None of the patterns derived at cut-off ≥ |0.20| showed acceptable model fit. At cut-off ≥ |0.25|, the promax rotation produced the best model fit. The effects of factor rotation on dietary patterns differed according to the factor loading cut-off used in exploratory factor analysis.
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