Table 2.
Adjusted regression coefficients and 95% CIs of POP serum concentrations modeled separately, in LASSO and Elastic Net (ENET) models, and in linear regression models using chemicals identified by LASSO and ENET models with mutual adjustment
Chemical | Modeled separately | LASSO | Linear regression after LASSO | ENET | Linear regression after ENET |
---|---|---|---|---|---|
Log10 PBDEs | |||||
BDE-28 | −5.72 (−11.95, 0.51) | −2.59 | −3.64 (−10.91, 3.63) | −2.57 | −5.03 (−16.73, 6.67) |
BDE-47 | −6.06 (−11.96, −0.17) | ||||
BDE-99 | −5.53 (−11.29, 0.22) | ||||
BDE-100 | −6.05 (−11.40, −0.69) | −0.30 | 2.05 (−11.45, 15.56) | ||
BDE-153 | −5.31 (−10.29, −0.33) | −4.70 | −6.57 (−12.35, −0.79) | −4.64 | −7.50 (−15.89, 0.90) |
Log10 PCBs | |||||
CB-74 | 5.22 (−6.16, 16.60) | ||||
CB-99 | 4.43 (−5.52, 14.38) | ||||
CB-118 | 7.80 (−0.51, 16.11) | 4.78 | 6.34 (−2.64, 15.31) | 4.88 | 6.29 (−2.72, 15.30) |
CB-138_158 | 5.48 (−4.34, 15.30) | ||||
CB-153 | 9.80 (−0.57, 20.16) | ||||
CB-180 | 8.82 (−0.84, 18.48) | 1.57 | 4.66 (−5.90, 15.22) | 2.02 | 4.75 (−5.86, 15.37) |
Log10 P,P’-DDE | 1.01 (−8.69, 10.70) | ||||
Log10 P,P’-DDT | 2.47 (−8.01, 12.95) | ||||
Log10 PFAS | |||||
PFOS | 7.00 (−2.89, 16.90) | ||||
PFOA | 12.59 (2.97, 22.21) | 7.07 | 9.88 (−1.05, 20.81) | 7.31 | 10.05 (−0.97, 21.07) |
PFHxS | 4.46 (−3.06, 11.97) | ||||
PFNA | 16.68 (4.77, 28.60) | 11.07 | 13.81 (0.42, 27.20) | 11.12 | 14.00 (0.51, 27.49) |
Adjusted for maternal age, race, education, household income, marital status, depression, serum cotinine, blood lead, fish consumption, IQ, and child sex and HOME score