Table 3.
Results of linear regression models of percentage differences in hormonal activities ( or ) for an interquartile range (IQR) increase in summed concentrations of three chemical classes in 46 dust samples: per- and polyfluoroalkyl substances (PFAS), organophosphate esters (OPEs), and polybrominated diphenyl ethers (PBDEs).
| Thyroid hormone receptor antagonism () | antagonism () | Androgen receptor antagonism () | Estrogen receptor agonism () | Thyroid hormone transport interference () | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Covariate | (%) | IQR | (%) | IQR | (%) | IQR | (%) | IQR | (%) | IQR | ||||||||||
| Model 1: unweighted effects of chemicals | () | () | () | () | () | |||||||||||||||
| PFAS | 7.00** | 0.01 | 267 | 15 | 1.06 | 0.6 | 267 | 15 | 5.58* | 0.04 | 267 | 15 | 0.8 | 267 | 15 | 1.86 | 0.6 | 267 | 15 | |
| OPEs | 25.7* | 0.02 | 29,000 | 8 | 25.2** | 0.005 | 29,000 | 8 | 8.83 | 0.4 | 29,000 | 8 | 0.193 | 1 | 29,000 | 8 | 38.5* | 0.01 | 29,000 | 8 |
| PBDEs | 0.4 | 1,020 | 19 | 0.7 | 1,020 | 19 | 0.4 | 1,020 | 19 | 1 | 1,020 | 19 | 0.5 | 1,020 | 19 | |||||
| Model 2: potency-weighted effects of PFAS | () | () | () | () | () | |||||||||||||||
| Potency-weighted PFAS | 27.5* | 0.01 | 116 | 4 | 0.7 | 57 | 4 | No RPFsa | — | 0 | 0 | 0.2 | 13.2 | 1 | 0.755 | 0.8 | 44.1 | 13 | ||
| PFAS of unknown potency | 0.7 | 0.9 | 14.7 | 7 | 3.37 | 0.5 | 14.7 | 7 | 0.856 | 0.9 | 36.2 | 8 | 0.7 | 14.7 | 7 | Few detectsc | — | — | 2 | |
| PFAS designated inactiveb | 0.2 | 218 | 4 | 0.182 | 1 | 172 | 4 | 5.11 | 0.3 | 261 | 7 | 1.88 | 0.8 | 261 | 7 | NA | — | 0 | 0 | |
| Model 3: potency-weighted effects of OPEs | () | () | () | () | () | |||||||||||||||
| Potency-weighted OPEs | 26.8# | 0.08 | 81,500 | 7 | 0.5 | 2,450 | 4 | 0.3 | 5,500 | 6 | 0.5 | 3,190 | 4 | No RPFsa | — | 0 | 0 | |||
| OPEs of unknown potency | 10.9* | 0.02 | 189 | 6 | 1.97 | 0.6 | 189 | 6 | 12.7# | 0.06 | 243 | 7 | 0.9 | 189 | 6 | 34.4* | 0.02 | 29,000 | 19 | |
| OPEs designated inactiveb | 2.54 | 0.2 | 5,450 | 6 | 24.6** | 0.004 | 28,600 | 9 | 7.2 | 0.5 | 28,600 | 6 | 1.59 | 0.9 | 28,400 | 9 | NA | — | 0 | 0 |
| Model 4: potency-weighted effects of PBDEs | () | () | () | () | () | |||||||||||||||
| Potency-weighted PBDEs | 20.2* | 0.02 | 316 | 2 | No RPFsa | — | 0 | 0 | 0.6 | 301 | 3 | 7.71# | 0.08 | 173 | 1 | No RPFsa | — | 0 | 0 | |
| PBDEs of unknown potency | 0.3 | 963 | 5 | 0.210 | 1 | 963 | 5 | 4.41 | 0.5 | 66.2 | 4 | 0.7 | 963 | 5 | 0.9 | 1,020 | 8 | |||
| PBDEs designated inactiveb | 0.8 | 14.5 | 1 | 4.82 | 0.3 | 160 | 3 | 0.6 | 909 | 1 | Collineard | — | 94.1 | 2 | NA | — | 0 | 0 | ||
Note: Assay activities were log-transformed in the models, but the estimates are transformed and presented as the percentage difference in activity for an IQR increase in the chemical covariate. —, not available; IQR, interquartile range; , number of chemicals contributing to the sum for that covariate; NA, not applicable; , peroxisome proliferator-activated receptor lowercase gamma 2; RPF, relative potency factor; , change in interquartile range. #, ; *, ; **, .
None had RPFs available, so this covariate could not be included in the model.
Designated as inactive in Tox21 assays of the chemicals (for antagonism/agonism) or in the exact luciferase assays by the laboratory (for transport interference).
The few PFAS in this unknown assay classification were too infrequently detected and, thus, were excluded from the model.
This covariate was very collinear (Spearman ), so it was excluded from the model.