Dietary patterns, obesity markers and leukocyte telomere length among Brazilian civil servants: cross-sectional results from the Pro-Saude study

Abstract Objective: Dietary patterns express the combination and variety of foods in the diet. The partial least squares method allows extracting dietary patterns related to a specific health outcome. Few studies have evaluated obesity-related dietary patterns associated with telomeres length. Thi...

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Main Authors: Nathalia Ferrazzo Naspolini, Rosely Sichieri, Diana Barbosa Cunha, Rosangela Alves Pereira, Eduardo Faerstein
Format: Article
Language:English
Published: Cambridge University Press 2023-10-01
Series:Public Health Nutrition
Subjects:
Online Access:https://www.cambridge.org/core/product/identifier/S1368980023001064/type/journal_article
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author Nathalia Ferrazzo Naspolini
Rosely Sichieri
Diana Barbosa Cunha
Rosangela Alves Pereira
Eduardo Faerstein
author_facet Nathalia Ferrazzo Naspolini
Rosely Sichieri
Diana Barbosa Cunha
Rosangela Alves Pereira
Eduardo Faerstein
author_sort Nathalia Ferrazzo Naspolini
collection DOAJ
description Abstract Objective: Dietary patterns express the combination and variety of foods in the diet. The partial least squares method allows extracting dietary patterns related to a specific health outcome. Few studies have evaluated obesity-related dietary patterns associated with telomeres length. This study aims to identify dietary patterns explaining obesity markers and to assess their association with leukocyte telomere length (LTL), a biological marker of the ageing process. Design: Cross-sectional study. Setting: University campuses in the state of Rio de Janeiro, Brazil Participants: 478 participants of a civil servants’ cohort study with data on food consumption, obesity measurements (total body fat, visceral fat, BMI, leptin and adiponectin) and blood samples. Results: Three dietary patterns were extracted: (1) fast food and meat; (2) healthy and (3) traditional pattern, which included rice and beans, the staple foods most consumed in Brazil. All three dietary patterns explained 23·2 % of food consumption variation and 10·7 % of the obesity-related variables. The fast food and meat pattern were the first factor extracted, explaining 11–13 % variation of the obesity-related response variables (BMI, total body fat and visceral fat), leptin and adiponectin showed the lowest percentage (4·5–0·1 %). The healthy pattern mostly explained leptin and adiponectin variations (10·7 and 3·3 %, respectively). The traditional pattern was associated with LTL (β = 0·0117; 95 % CI 0·0001, 0·0233) after adjustment for the other patterns, age, sex, exercise practice, income and energy intake. Conclusion: Leukocyte telomere length was longer among participants eating a traditional dietary pattern that combines fruit, vegetables and beans.
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spelling doaj.art-d13449c8ca6a4a678f198404e2f09f412023-09-29T12:32:57ZengCambridge University PressPublic Health Nutrition1368-98001475-27272023-10-01262076208210.1017/S1368980023001064Dietary patterns, obesity markers and leukocyte telomere length among Brazilian civil servants: cross-sectional results from the Pro-Saude studyNathalia Ferrazzo Naspolini0Rosely Sichieri1https://orcid.org/0000-0001-5286-5354Diana Barbosa Cunha2Rosangela Alves Pereira3Eduardo Faerstein4Instituto de Medicina Social, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, RJ 20550-900, BrasilInstituto de Medicina Social, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, RJ 20550-900, BrasilInstituto de Medicina Social, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, RJ 20550-900, BrasilUniversidade Federal do Rio de Janeiro, Departamento de Nutrição Social e Aplicada, Rio de Janeiro, RJ, BrasilInstituto de Medicina Social, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, RJ 20550-900, Brasil Abstract Objective: Dietary patterns express the combination and variety of foods in the diet. The partial least squares method allows extracting dietary patterns related to a specific health outcome. Few studies have evaluated obesity-related dietary patterns associated with telomeres length. This study aims to identify dietary patterns explaining obesity markers and to assess their association with leukocyte telomere length (LTL), a biological marker of the ageing process. Design: Cross-sectional study. Setting: University campuses in the state of Rio de Janeiro, Brazil Participants: 478 participants of a civil servants’ cohort study with data on food consumption, obesity measurements (total body fat, visceral fat, BMI, leptin and adiponectin) and blood samples. Results: Three dietary patterns were extracted: (1) fast food and meat; (2) healthy and (3) traditional pattern, which included rice and beans, the staple foods most consumed in Brazil. All three dietary patterns explained 23·2 % of food consumption variation and 10·7 % of the obesity-related variables. The fast food and meat pattern were the first factor extracted, explaining 11–13 % variation of the obesity-related response variables (BMI, total body fat and visceral fat), leptin and adiponectin showed the lowest percentage (4·5–0·1 %). The healthy pattern mostly explained leptin and adiponectin variations (10·7 and 3·3 %, respectively). The traditional pattern was associated with LTL (β = 0·0117; 95 % CI 0·0001, 0·0233) after adjustment for the other patterns, age, sex, exercise practice, income and energy intake. Conclusion: Leukocyte telomere length was longer among participants eating a traditional dietary pattern that combines fruit, vegetables and beans. https://www.cambridge.org/core/product/identifier/S1368980023001064/type/journal_articleDietary patternsPartial least squaresObesityTelomere length
spellingShingle Nathalia Ferrazzo Naspolini
Rosely Sichieri
Diana Barbosa Cunha
Rosangela Alves Pereira
Eduardo Faerstein
Dietary patterns, obesity markers and leukocyte telomere length among Brazilian civil servants: cross-sectional results from the Pro-Saude study
Public Health Nutrition
Dietary patterns
Partial least squares
Obesity
Telomere length
title Dietary patterns, obesity markers and leukocyte telomere length among Brazilian civil servants: cross-sectional results from the Pro-Saude study
title_full Dietary patterns, obesity markers and leukocyte telomere length among Brazilian civil servants: cross-sectional results from the Pro-Saude study
title_fullStr Dietary patterns, obesity markers and leukocyte telomere length among Brazilian civil servants: cross-sectional results from the Pro-Saude study
title_full_unstemmed Dietary patterns, obesity markers and leukocyte telomere length among Brazilian civil servants: cross-sectional results from the Pro-Saude study
title_short Dietary patterns, obesity markers and leukocyte telomere length among Brazilian civil servants: cross-sectional results from the Pro-Saude study
title_sort dietary patterns obesity markers and leukocyte telomere length among brazilian civil servants cross sectional results from the pro saude study
topic Dietary patterns
Partial least squares
Obesity
Telomere length
url https://www.cambridge.org/core/product/identifier/S1368980023001064/type/journal_article
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