Vitamin E and the risk of pneumonia: using the I 2 statistic to quantify heterogeneity within a controlled trial

Br J Nutr. 2016 Nov;116(9):1530-1536. doi: 10.1017/S0007114516003408. Epub 2016 Oct 26.

Abstract

Analyses in nutritional epidemiology usually assume a uniform effect of a nutrient. Previously, four subgroups of the Alpha-Tocopherol, Beta-Carotene Cancer Prevention (ATBC) Study of Finnish male smokers aged 50-69 years were identified in which vitamin E supplementation either significantly increased or decreased the risk of pneumonia. The purpose of this present study was to quantify the level of true heterogeneity in the effect of vitamin E on pneumonia incidence using the I 2 statistic. The I 2 value estimates the percentage of total variation across studies that is explained by true differences in the treatment effect rather than by chance, with a range from 0 to 100 %. The I 2 statistic for the effect of vitamin E supplementation on pneumonia risk for five subgroups of the ATBC population was 89 % (95 % CI 78, 95 %), indicating that essentially all heterogeneity was true variation in vitamin E effect instead of chance variation. The I 2 statistic for heterogeneity in vitamin E effects on pneumonia risk was 92 % (95 % CI 80, 97 %) for three other ATBC subgroups defined by smoking level and leisure-time exercise level. Vitamin E decreased pneumonia risk by 69 % among participants who had the least exposure to smoking and exercised during leisure time (7·6 % of the ATBC participants), and vitamin E increased pneumonia risk by 68 % among those who had the highest exposure to smoking and did not exercise (22 % of the ATBC participants). These findings refute there being a uniform effect of vitamin E supplementation on the risk of pneumonia.

Keywords: AT DL-α-tocopheryl acetate; ATBC Alpha-Tocopherol; BC β-carotene; Beta-Carotene Cancer Prevention; Antioxidants; Dietary supplements; Effect modifiers (epidemiology); Population characteristics; Respiratory tract infections.

Publication types

  • Comparative Study
  • Randomized Controlled Trial

MeSH terms

  • Aged
  • Cohort Studies
  • Dietary Supplements* / adverse effects
  • Effect Modifier, Epidemiologic
  • Exercise
  • Finland / epidemiology
  • Follow-Up Studies
  • Humans
  • Incidence
  • Male
  • Middle Aged
  • Pneumonia / epidemiology
  • Pneumonia / etiology
  • Pneumonia / immunology
  • Pneumonia / prevention & control*
  • Reproducibility of Results
  • Respiratory Tract Infections / epidemiology
  • Respiratory Tract Infections / etiology
  • Respiratory Tract Infections / immunology
  • Respiratory Tract Infections / prevention & control
  • Risk
  • Sedentary Behavior
  • Smoking / adverse effects*
  • Statistics as Topic
  • Vitamin E / adverse effects
  • Vitamin E / therapeutic use*
  • alpha-Tocopherol / administration & dosage
  • beta Carotene / administration & dosage

Substances

  • beta Carotene
  • Vitamin E
  • alpha-Tocopherol