Estimating missing concentrations of p,p'-DDT in the 1999-2004 National Health and Nutrition Examination Survey using multiple imputation.
We investigated the association between diabetes and p,p'-DDT (dichlorodiphenyltrichloroethane) in blood of Mexican Americans who participated in the 1999-2004 National Health and Nutrition Examination Survey (NHANES). In this sample, p,p'-DDT were missing in 50% of subjects and we used multiple imputation (MI) to address the problem. Compared to ignoring the missing data, MI led to a more robust threshold for the p,p'-DDT reference category. Whereas previously p,p'-DDT ≤ 0.0860 ng/g was used as the reference category, using MI, we were able to use p,p'-DDT < 0.0574 ng/g as the reference category to study the association between p,p'-DDT and diabetes via logistic regression. In this analysis, p,p'-DDT ≥ 0.0750 ng/g was associated with an odds ratio of 1.99 (95% CI 1.09-3.61) for diabetes and 4.20 (95% CI 1.93-9.12) for diabetic nephropathy. The reference category for diabetes without nephropathy outcome stayed consistent after MI but our analysis confirmed that p,p'-DDT > 0.0860 ng/g was associated with diabetes without nephropathy with an odds ratio of 1.89 (95% CI 1.09-3.27). Our study showed that MI can be effectively used to deal with missing at random data in persistent organic pollutants measured in the 1999-2004 NHANES.
['Everett|Charles J|CJ|http://orcid.org/0000-0002-2812-633X', 'Gebregziabher|Mulugeta|M|']
D000328:Adult D003634:DDT D003920:Diabetes Mellitus D004781:Environmental Exposure D004785:Environmental Pollutants D005260:Female D006801:Humans D006843:Hydrocarbons, Chlorinated D016015:Logistic Models D008297:Male D017058:Mexican Americans D009749:Nutrition Surveys D016017:Odds Ratio D014481:United States
Multiple imputation Diabetes Mexican American Diabetic nephropathy DDT (dichlorodiphenyltrichloroethane) Kidney disease NHANES (National Health and Nutrition Examination Survey)