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Table 4 Mean adjusted associations from WQS logistic regression model with 100 repeated holdouts between per- and polyfluoroalkyl substance (PFAS) mixture and odds of rheumatoid arthritis (RA)

From: Associations of per- and polyfluoroalkyl substances (PFAS) and their mixture with risk of rheumatoid arthritis in the U.S. adult population

RAa

Mean OR and SD-based 95% CIb

OR < 1c

WQS (b1)

1.03 (0.98, 1.10)

25/100

WQS*sex (b12)

0.91 (0.84, 0.96)

100/100

OR for male and female

Male (b1)d

1.03 (0.98, 1.10)

25/100

Female (b2)d

0.93 (0.88, 0.98)

100/100

  1. Abbreviations WQS, weighted quantile sum; SD, standard deviation; CI, confidence interval; OR, odds ratio
  2. Notes All chemicals were log2 transformed to reduce skewness in the distribution of the concentrations
  3. a The associations are derived from a stratified WQS logistic regression model allowing for sex-specific weights and including an interaction term WQS*sex. The model was run with 100 repeated holdouts using 40% of the data as training and 60% as validation set. The models were adjusted for age, sex, ethnicity, educational attainment, BMI, poverty income ratio, alcohol consumption, and physical activity
  4. b The mean OR over the 100 repeated holdouts is presented with its 95% confidence interval
  5. c The number of adjusted ORs from the 100 repeated holdouts that were below 1
  6. d Adjusted OR for male (b1) is the OR for the WQS index for the reference group (male = 0), and the adjusted OR for female (b2), which is the comparison group (female = 1) is calculated based on the sum of the OR for the WQS*sex interaction term and the OR for the WQS index for the reference group (b2 = b1 + b12). The ORs are calculated based on exponentiation of betas