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

Public Health Nutr. 2023 Oct;26(10):2076-2082. doi: 10.1017/S1368980023001064. Epub 2023 May 26.

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.

Keywords: Dietary patterns; Obesity; Partial least squares; Telomere length.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adiponectin*
  • Brazil
  • Cohort Studies
  • Cross-Sectional Studies
  • Diet
  • Feeding Behavior
  • Humans
  • Leptin*
  • Leukocytes
  • Obesity
  • Telomere

Substances

  • Leptin
  • Adiponectin