Psychological disorders and dietary patterns by reduced-rank regression

Eur J Clin Nutr. 2019 Mar;73(3):408-415. doi: 10.1038/s41430-019-0399-8. Epub 2019 Jan 31.

Abstract

Objective: To determine the relationship between dietary patterns identified by reduced-rank regression method and psychological disorders in a large group of Iranian adults.

Methods: A cross-sectional study was performed on 3363 Iranian adults between 20 and 55 years. Dietary intakes were assessed using a validated dish-based semi-quantitative food frequency questionnaire. Psychological health was examined through validated Iranian version of Hospital Anxiety and Depression Scale and General Health Questionnaires. Reduced-rank regression was applied to identify dietary patterns based on the ratio of omega-3/omega-6, zinc, magnesium, vitamin B6, and folic acid intake. Logistic regression was used to assess the relationship between dietary patterns and psychological disorders.

Results: Three major dietary patterns were derived: "healthy," "fish and poultry," and "transitional." After adjustment for potential confounders, "healthy" was associated with reduced depression (odds ratio (OR) for the highest vs. lowest quintile: 0.35; 95% confidence interval (CI): 0.25-0.50), anxiety (OR: 0.47; CI: 0.30-0.74), and psychological distress (OR: 0.52; CI: 0.36-0.75). Greater adherence to the "fish and poultry" was related with lower odds of depression (OR: 0.64; CI: 0.47-0.87). Participant in the third quintile of "fish and poultry" dietary pattern were less likely to be anxious (OR: 0.61; CI: 0.41-0.91). Additionally, we found an inverse significant correlation between adherence to the "transitional" dietary pattern and odds of depression (OR: 0.36; CI: 0.21-0.62), anxiety (OR: 0.43; CI: 0.21-0.88), and psychological distress (OR: 0.41; CI: 0.23-0.72).

Conclusion: We found that "healthy," "fish and poultry," and "transitional" dietary patterns have inverse significant relationship with odds of psychological disorders, but prospective studies are needed for causal conclusion.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Anxiety Disorders / epidemiology*
  • Anxiety Disorders / psychology
  • Cross-Sectional Studies
  • Depressive Disorder / epidemiology*
  • Depressive Disorder / psychology
  • Diet / methods*
  • Diet / psychology*
  • Diet / statistics & numerical data
  • Fatty Acids, Omega-3 / administration & dosage
  • Fatty Acids, Omega-6 / administration & dosage
  • Female
  • Folic Acid / administration & dosage
  • Humans
  • Iran / epidemiology
  • Magnesium / administration & dosage
  • Male
  • Middle Aged
  • Risk
  • Surveys and Questionnaires
  • Vitamin B 6 / administration & dosage
  • Young Adult
  • Zinc / administration & dosage

Substances

  • Fatty Acids, Omega-3
  • Fatty Acids, Omega-6
  • Vitamin B 6
  • Folic Acid
  • Magnesium
  • Zinc