Abstract
Recently, we reported that several semi-volatile compounds (SVOCs) were competitive ligands for human peroxisome proliferator-activated nuclear receptor gamma (PPARγ1). We also observed significant binding from chemicals extracted from house dust at a concentration of 3 mg dust/mL in the dosing medium. To follow up on this study, a commercially available reporter gene assay (GeneBLAzer PPARγ1 non-DA Assay, Invitrogen) was used to investigate the PPARγ1 activation by 30 common SVOCs (e.g., brominated flame retardants, organophosphates, and phthalates) and in house dust extracts. Twenty-eight SVOCs or their metabolites were either confirmed or for the first time were found to be weak or moderate PPARγ1 agonists. We also observed activation in 15 of 25 dust extracts examined. In some cases, activation was as high as 50% of the activation of the positive control (rosiglitazone). Furthermore, there was a significant and positive correlation (r = 0.7, p < 0.003) between data collected from this reporter assay and our previous ligand binding assay tested on the same dust extracts. Our results suggest that many SVOCs ubiquitous in house dust, or their metabolites, are possible PPARγ1 agonists. Also, chemical mixtures present in house dust at environmentally relevant levels can activate human PPARγ1 in a transfected cell culture system, and further research is needed to identify the primary chemical(s) driving this activity.

INTRODUCTION
The peroxisome proliferator-activated nuclear receptor gamma (PPARγ) is a master nuclear receptor that regulates lipid metabolism, cell proliferation, apoptosis, and differentiation. PPARγ has two isoforms, i.e., PPARγ1 and γ2; the former is expressed in virtually all tissues, including heart, muscle, colon, kidney, and pancreas, while the latter is primarily expressed in adipose tissue (30 amino acids longer than γ1).1 Activation of PPARγ, especially γ2, regulates adipocyte gene expression and may be a key factor for obesity.2 Recently, many environmental contaminants have been shown to activate PPARγ, leading to increased adipogenesis in cell cultures and sometimes in vivo.3,4 Those chemicals include several organotins (tributyltin (TBT) and triphenyltin (TPT)) and mono(2-ethylhexyl) phthalate bis(2-ethylhexyl) (MEHP) (a metabolite of the phthalate DEHP), both of which were shown to upregulate and stimulate PPARγ.3,4 Several recent studies have suggested that flame retardants (FRs) and phthalates might represent important classes of compounds that could bind to and activate PPARγ. For example, 2,2′,6,6′-tetrabromo bisphenol (TBBPA), 3,3′,5,5′-tetrachlorobisphenol A (TCBPA), and triphenyl phosphate (TPP) were identified as partial agonists of PPARγ.5,6 In another study, benzyl butyl phthalate (BzBP) and butyl paraben showed significant activation of PPARγ and adipogenesis using cell culture assays.7 Thus, there has been a lot of interest in identifying new “chemical obesogens” and investigating their potential health effects.
In our recent study, more than 20 semi-volatile organic compounds (SVOCs), primarily including flame retardants (FRs) and some of their metabolites, were tested for PPARγ binding potential using a fluorescence polarization ligand binding assay (PolarScreen PPARγ1-competitor assay kit, Invitrogen).8 We found that several organophosophate compounds such as tributylphosphate (TBuP) and tris(2-butoxyethyl) phosphate (TBOEP) showed significant binding potential at the highest dose level tested. Several of the polybrominated diphenyl ethers (PBDE) metabolites (i.e., hydroxylated PBDEs and halogenated phenols) also effectively bound to PPARγ. As for the house dust extracts, 21 of 24 dust samples tested showed significant PPARγ binding potency at a concentration of 3 mg dust equivalent quantity (DEQ)/mL. However, ligand binding does not necessarily indicate agonism of the receptor, leading to transcriptional events. Therefore, it is of great interest to investigate whether those identified possible PPARγ ligands or the chemical mixtures in house dust can activate human PPARγ.
To follow up on our previous research, PPARγ activation using a cell-based reporter assay was used in this study. Chemicals that were previously identified as possible PPARγ ligands were tested here for PPARγ1 activation. Furthermore, several other groups of chemicals such as phthalates and triaryl phosphates that are ubiquitous in house dust were also included. The aryl phosphates that contain isopropyl or tert-butyl substitutions are similar to TPP in chemical structure and are used as important components in FRs and plasticizers. Therefore, we included these chemicals in this study on PPARγ1 activation to investigate the structure-dependent activity. In addition, PPARγ1 activation by house dust extracts was also examined. As many SVOCs such as phthalates and FRs are not chemically bound to their commercial products, they migrate out over time and have a high accumulation in dust due to their physicochemical properties (high octanol–air partitioning coefficient Log KOA). According to the U.S. EPA Exposure Factors Handbook,9 children ingest approximately 50 mg of dust per day, and dust ingestion has been increasingly identified as an important exposure pathway for the uptake of SVOCs (e.g., PBDEs) in the home, especially for the toddlers and infants who spend most of their time (>95%) in the indoor environment.10,11 Therefore, investigating PPARγ activation using environmentally relevant house dust samples could be of more value in estimating real-world exposure and possible health effects.
MATERIALS AND METHODS
Tested Compounds
The abbreviation, structures, and supplier of all the tested compounds are shown in Table 1, Figure S1, and Text S1 in the Supporting Information (SI). In general, these chemicals included triaryl organophosphates, FM550 (and their metabolites), 2,2′,4,4′-tetrabromodiphenyl ether (BDE47 and its metabolites), phthalates, halogenated phenols, and bisphenols. The tested compounds were mostly SVOCs, which were either identified as PPARγ ligands in our previous study8 or have high abundances in indoor dust (e.g., phthalates). The type II diabetes drug rosiglitazone was used as a positive control. A possible endogenous PPARγ ligand 15-Deoxy-D12,14-prostaglandin J2 (15d-PJG2) was also run for comparison.
Table 1.
Summary of PPARγ1 Activation by Test Compounds Using a HEK293 PPARγ1 Reporter Assay
| chemicals | acronym | ATVmaxa (%) | [ATVmax]b (μM) | NOAEL (μM) | EC15 (μM) | EC20 (μM) | efficacyc |
|---|---|---|---|---|---|---|---|
| triphenyl phosphate | TPP | 43 | 11 | 0.4 | 2.12 | 3.27 | ++++ |
| triphenyl phosphite | TPPi | 12 | 11 | 1.2 | NA | NA | + |
| tert-butyl phenyl diphenyl phosphate (mixture) | BPDP | 58 | 11 | 0.4 | 1.09 | 1.59 | +++++ |
| tris (4,tert-butyl-phenyl) phosphate | TBPP | 12 | 11 | 0.4 | NA | NA | + |
| isopropylated triaryl phosphates (mixture) | ITP | 30 | 11 | 1.2 | 2.28 | 3.32 | +++ |
| monoisopropylated triaryl phosphates | mono-ITP | 15 | 3.6 | 1.2 | 3.6 | NA | + |
| di-isopropylated triaryl phosphates | Di-ITP | 16 | 3.6 | 1.2 | 3.25 | NA | + |
| tri-isopropylated triaryl phosphates | Tri-ITP | 41 | 33 | 1.2 | 5.7 | 7.76 | ++++ |
| tributyl phosphate | TBuP | 23 | 33 | 0.4 | 5.86 | 13.35 | ++ |
| tri(2-butoxyethanol) phosphate | TBOEP | 13 | 11 | 3.6 | NA | NA | + |
| 2,4,6-triiodinated phenol | 2,4,6-TIP | 20 | 11 | 0.4 | 8.72 | 11 | ++ |
| 2,4,6-tribrominated phenol | 2,4,6-TBP | 18 | 7 | 0.8 | 5.89 | NA | + |
| 3,5,3′,5′-tetrachlorobisphenol A | TCBPA | 52 | 7 | 0.09 | 0.23 | 0.47 | +++++ |
| 2,2′,6,6′-tetrabromobisphenol A | TBBPA | 52 | 11 | 0.13 | 0.32 | 0.41 | +++++ |
| triclosan | TCS | <8 | NA | NA | NA | NA | NA |
| Firemaster 550 (mixture) | FM550 | 28 | 11 | 1.2 | 3.23 | 6 | ++ |
| 2,3,4,5-tetrabromobenzoic acid (metabolite) | TBBA | 20 | 33 | 1.2 | 8.16 | 33 | ++ |
| 2,2′,4,4′-tetrabromodiphenyl ether | BDE47 | 20 | 7 | 0.8 | 5.2 | 7 | ++ |
| 3-hydroxide-2,2′,4,4′-tetrabromodiphenyl ether (metabolite) | 3-OH-BDE47 | 42 | 7 | 0.8 | 2.01 | 2.993 | ++++ |
| 6-hydroxide-2,2′,4,4′-tetrabromodiphenyl ether (metabolite) | 6-OH-BDE47 | <8 | NA | NA | NA | NA | NA |
| diisobutyl phthalate | DiBP | 25 | 33 | 0.4 | 4.47 | 11.1 | ++ |
| diisononyl phthalate | DiNP | 15 | 33 | 0.4 | 33 | NA | + |
| dibutyl phthalate | DBP | 23 | 33 | 0.4 | 6.73 | 13.6 | ++ |
| benzylbutyl phthalate | BzBP | 34 | 10 | 0.13 | 2.94 | 4.81 | +++ |
| mono-(2-ethyhexyl) tetrabromophthalate (metabolite) | TBMEHP | 40 | 3.3 | 0.13 | 0.53 | 0.78 | ++++ |
| mono(2-ethylhexyl)phthalate (metabolite) | MEHP | 65 | 100 | 0.13 | 1.26 | 2.12 | +++++ |
| bis(2-ethylhexyl) phthalate | DEHP | NA | NA | NA | NA | NA | NA |
| bis(2-ethylhexyl) fumarate | BEHF | <8 | NA | NA | NA | NA | NA |
| triphenyltin chloride | TPT | 54 | 0.33 | 0.0003 | 0.004 | 0.01 | +++++ |
| tributyltin chloride | TBT | 28 | 0.07 | 0.0005 | 0.004 | 0.006 | +++++ |
| 15-Deoxy-D12,14-prostaglandin J2 (endogenous ligands) | 15d-PJG2 | 85 | 33 | 0.01 | 0.51 | 0.74 | +++++ |
| rosiglitazone (positive control) | Rosi. | 100 | 0.93 | 0.00001 | 0.00132 | 0.0005 | +++++ |
ATVmax: maximal activation% of the tested compounds relative to rosiglitazone.
[ATVmax]: concentration of the tested compounds to induce the maximal activation%.
Efficacy: qualitatively describe the efficacy of the tested compounds based on their ATVmax (+ 7–20%; ++ 20–30%; +++ 30–40%; ++++ 40–50%; +++++ >50%).
House Dust Extracts
House dust extracts were from our previous PPARγ binding assay.8 In brief, indoor dust samples were investigator-collected from the main living areas of homes for Groups A11 and D.12 Dust samples in Group B were collected from gymnastics studios.13 Dust samples in Group C were investigator-collected from office environments,14 and Group E were participant-collected dust samples from the main living area using a similar method as reported in Hoffman et al.15 All dust samples were extracted with acetone:hexane (1:1, v/v) using sonication and then concentrated, filtered, cleaned by gel permeation chromatography [GPC, Environgel GPC system (Waters, Milford, CA, U.S.A.)], and reconstituted in DMSO. A final stock with a concentration approximately 2000 mg DEQ dust/mL DMSO was prepared for PPARγ1 reporter assay.
PPARγ1 Reporter Assay
A commercially available reporter gene assay (GeneBLAzer PPARγ1 non-DA Assay, Invitrogen) was used to investigate the PPARγ1 activation of groups of possible PPARγ ligands and house dust extracts. At least six different dosing levels were prepared for each chemical or dust extract, and triplicate analyses were conducted for each dose level. The details of the assay are fully described in the Supporting Information. An amalar blue assay, which was prepared from resazurin, was used for the cell viability test.
Data Analysis
After subtraction of fluorescence background from cell-free wells, the response ratio (RR) of fluorescence intensity at 460 versus 530 nm (designated as 460:530 nm) was calculated. All of the observed PPARγ1 activation by the chemicals or house dust extracts was normalized to the maximal response of rosiglitazone, and this activation percentage (Activation%) was used to describe the potency/efficacy of the samples. Activation% was calculated using the following equation:
| (1) |
RRCompound, RRDMSO, and RRrosiglitazone were the florescence response ratio of 460:530 nm in the tested compounds, DMSO control, and maximal response of rosiglitazone, respectively.
For most tested chemicals and dust extracts, the activation% was less than 30%. As suggested for weak agonists,7 an activation threshold (LAT) is proposed based on the limit of quantification (LOQ) used in analytical chemistry techniques to ensure the biological meaning of statistically significant effects. In this study, LAT is based on the variation of the DMSO control and calculated as the average DMSO value +10*SD of the solvent control over all experiments. The result showed that activation% less than 7% was not thought to be biologically different from the DMSO control. To compare the potency/efficacy between compounds, maximal activation% (ATVmax), the concentration inducing the maximal activation [ATV]max, nonobservable adverse effect level (NOAEL), and the concentration inducing 15% (EC15) and 20% (EC20) activation was reported in this study. Specifically, EC15 and EC20 were used for the potency and maximal activation was used to describe the efficacy. For the mixture such as ITP, FM550, and tert-butyl phenyl diphenyl phosphate (BPDP), the weighted average of the molecular weight was calculated based on the composition. The statistical analyses and quality control are detailed in the Text S3.
RESULTS
PPARγ1 Reporter Assay Performance
Rosiglitazone was used as a positive control and showed a significant dose–response curve in the transactivation assay (Figure 1a). The calculated EC50 was approximately 5.5 nM (RSD < 15%, n = 3), which was lower than that in the PPARγ ligand binding assay (EC50: 349 nM). It was also 1–2 orders of magnitude more sensitive than reported in previous studies, which used either a human osteosarcoma (U2OS) cell-based reporter assay (EC50: 52 nM)16 or a Chinese Hamster Ovary (CHO) cell line luciferase reporter assay system (EC50: 225 nM).17 15d-PJG2, which is considered an endogenous PPARγ1 ligand, showed potent PPARγ1 activation, which began to activate PPARγ1 at 0.01 μM and had a maximal activation of 85% of rosiglitazone. Generally, dose–response relationships were observed for 28 of the 35 tested compounds and are displayed in Figure 1 and Table 1. An inverted U-shaped nonmonotonic concentration response relationship was observed for several of the compounds tested. Belcher et al.17 also observed non-monotonic relationships for several weak PPARγ1 agonists, which he partially attributed to cytotoxicity. In this study, reduced cell viability was suggested based on results from an Alamar Blue cell viability assay. Most of the chemicals tested showed some cytotoxicity at concentrations >10 μM, and those points were discarded in the dose–response curve fit. In some cases, there was no evident difference between the control and treated cells when evaluated for viability using the Alamar Blue assay. However, the proliferation of cell appeared to be hindered under microscopic examination (Figure S2); cells were characterized by smaller proliferation colonies compared to control samples. Morphologically, HEK293 cells exposed to high dosed chemicals or high concentrations of dust extracts displayed an enlarged round shape, losing cell–cell contact, in contrast with control cultures dominated by elongated star-shaped cell morphology. A similar observation has been reported in a previous study.18
Figure 1.

Dose–response relationships observed for PPARγ1 activation by (a) potent PPARγ ligands including TPT, TBT, 15d-PJG2, and rosiglitazone, (b) TPP and its related analogs, (c) and (d) phenols/bisphenols and TBT analogs, and (e) phthalates and some metabolites. “Activation%” was normalized to the maximal response of rosiglitazone (at 1 μM). Values represent the average of triplicate measurements, and error bars represent standard deviation.
Organophosphates
PPARγ1 activation varied greatly with slight changes in the chemical structure. As shown in Figure 1b, the maximal activation of those chemicals followed the order: TBPP ~ TPPi ~ Mono-ITP ~ Di-ITP < Tri-ITP < TPP < BPDP (mixture). The commercial mixture BPDP and TPP began to activate PPARγ1 at about 0.4 μM and showed the highest PPARγ1 activation of approximately 60% and 42% relative to controls, respectively. Among the three isopropylated ITP isomers, mono- and di-substituted ITP isomers could slightly activate PPARγ1 at 3.6 μM, and the tri-substituted ITP isomer began to activate PPARγ1 at 1.2 μM and showed the highest maximal activation of 41% at the dosing concentration of 33 μM, while all three did not show any obvious activation at low doses (<1.2 μM). Highly reduced cell viability was observed for mono-ITP and di-ITP compared with tri-ITP at high doses (33 and 100 μM). The phosphite analogue of TPP, TPPi was much weaker than TPP, with the maximal activation of 12%. A dose–response curve was also observed for TBOEP and TBuP, which are analogous to TBT in structure. In general, the activation was much less potent than TBT. TBuP activated PPARγ1 at 0.4 μM and the maximal activation was 23%. TBOEP with a maximal activation just above the activation threshold (LAT) at 11 μM was weaker than TBuP.
Halogenated Phenols/Bisphenols
Of the tested phenol/bisphenols, TCBPA and TBBPA were the most potent (Figure 1c and d), which was consistent with the recent finding by Riu et al.6 In our previous study, 3OH-BDE47, TBBA, 2,4,6-TBP, and 2,4,6-TIP were identified as potential PPARγ ligands.8 In the PPARγ1 reporter assay, significant dose–response activation was observed for these chemicals, which began to act on PPARγ1 at the micromolar level. 3OH-BDE47 started to activate PPARγ1 at 0.8 μM and show the highest PPARγ1 activation (~40%) at the highest dose (7 μM), which was similar to the effect caused by TCBPA, although the latter had a much lower EC15. However, no activation was observed for 6-OH-BDE47, suggesting the position of the hydroxyl group affects the PPARγ1 activation, which was similar to the observation in our previous PPARγ ligand binding assay.8 TBBA, which is a metabolite of a brominated benzoate in FM550 also showed a PPAR activation at high concentration with a maximal activation of 20% at 11 μM. Triclosan, which showed moderate binding potency in our PPARγ binding assay,8 did not initiate any activation of PPARγ1 in this study.
Phthalates and Their Metabolites
A dose–response relationship was observed for BzBP, DiBP, DBP, and DiNP, while no activation was observed for DEHP. The relative efficacy of PPARγ1 activation was: BzBP > DiBP ~ DBP > DiNP > DEHP (Figure 1e). BzBP was the most potent among all the parent phthalates with an EC15 of 2.94 μM and a maximal activation of 34%, which was consistent with the results reported in a previous study.7 The phthalate monoesters TBMEHP and MEHP, which are the metabolites of TBPH and DEHP, respectively, were much stronger than the parent phthalate and showed moderately potent activation of PPARγ1. MEHP began to activate PPARγ1 at 0.13 μM, and the maximal activation was 65%. TBMEHP showed a stronger activation than MEHP at lower dosing range, but lower activation at higher dose due to the reduced viability at higher dosing levels. Another phthalate replacement bis(2-ethylhexyl) fumarate (BEHF) did not display any obvious PPARγ1 activation.
PPARγ1 Activation by Dust Samples
As shown in Figure 2, we found that 15 of the 25 tested dust extracts showed a dose–response relationship with the maximal activation at levels significantly higher than the activation threshold (LAT). In general, significant PPARγ1 activation was observed at ~100 μg DEQ dust/mL. In some cases, the activation was as high as 50% of rosiglitazone. No significant activation was observed for the house dust reference material SRM2585. High variability was also observed in dust extracts from different sources. For example, the dust extracts from Groups A and D, which were collected from main living areas in homes, showed a higher activation on PPARγ1 than other groups (Figure 2). In contrast, Group B samples collected from gymnastic studios did not show any obvious activation.
Figure 2.

Dose–response relationships for PPARγ1 activation by 25 house dust extracts. Dose has the unit of μg dust/mL in dosing medium, and “Activation%” was normalized to the maximal response of rosiglitazone. Groups represent dust with different sources. Control is the procedural blank. Values represent the average of triplicate measurements, and error bars represent standard deviation.
Correlation between Ligand Binding Assay and Reporter Assay
Data from our previous paper8 reporting PPARγ ligand binding potency was compared with data generated in this study on PPARγ1 activation to determine if the relative potencies were significantly correlated. For the individual chemicals investigated, no obvious correlation was observed between ligand binding and activation (data not shown), suggesting that binding does not necessarily induce activation. However, a significant and positive correlation (r = 0.7, p < 0.003) was observed between PPARγ binding and PPARγ1 activation for the house dust extracts (Figure 3), suggesting that the binding observed in the dust mixtures are primarily producing agonistic effects.
Figure 3.

Correlation between PPARγ activation% at a dose of 200 μg dust/mL in the reporter assay and ligand competitive binding potency % of PPARγ-LBD assay at a dose of 3 mg dust/mL. “Activation%” was normalized to the maximal response of rosiglitazone.
DISCUSSION
Until now, few environmental contaminants have been shown to significantly bind and activate PPARγ signaling. In our recent study, several SVOCs and/or their metabolites were found to competitively bind to PPARγ.8 Furthermore, significant binding potency was observed for 21 of 24 dust samples. To follow up this study, PPARγ1 activation reporter assay was used to determine whether the binding potency observed led to activation of PPARγ1. In this study, 28 of 30 tested SVOC chemicals (excluding rosiglitazone and 15d-PJG2) were found to be weak to moderate agonists and showed a dose–response relationship. Most of the previously reported potential PPARγ partial agonists (e.g., TBBPA, TCBPA, TB-MEHP, TPP, TBT, and TPT) were also confirmed in this study using a different reporter bioassay. To the best of our knowledge, several of the compounds tested here, including halogenated phenols, hydroxylated metabolites of PBDEs (i.e., 3OH-BDE47), a FM550 metabolite (i.e., TBBA), and the BPDP commercial flame retardant mixture, tri-ITP and TBuP, were all shown for the first time to have the potential to activate PPARγ1.
The results from this study also demonstrate that the chemical structure is very important in PPARγ1 activation and slight changes in the chemical structure can alter the activation significantly. For example, activation of compounds with a similar structure to TPP was examined. As shown in Figure 1b, the result showed that TPP was more potent than its organophosphite form, but both were much less potent than the organotins. The isopropylated form of TPP was also less potent in activating PPARγ1, suggesting the isopropylated branch might decrease the binding and activation. Alternatively, this also may be related to the relative solubility of the compounds or cytotoxicity of those chemicals, shielding potential effects at higher dose. However, it was interesting to find that the BPDP commercial mixture was more potent than TPP in PPARγ1 activation. In the BPDP mixture, TPP, BPDP isomers, dibutylphenyl phosphate, and tributylphenyl phosphate account for approximately 35%, 49.1%, 14.4%, and 1% of the total, respectively.19 The higher activity in this commercial mixture suggested that BPDP isomers or dibutylphenylphosphate could be more potent than TPP. Due to the lack of purified BPDP isomer standards, it is impossible to confirm this hypothesis in this study. BPDP is of interest because it is used as a FR and is also commonly used as additives in lubricants, hydraulic fluids, and plastics.20 In contrast, a pure chemical standard of TBPP, the tri-tert-butyl substituted isomer, did not show much activation, suggesting the substitution and number of branches strongly affects activation. The comparison between TPP and its analogs also makes the contribution of TPP in FM550 and ITP clearer since the role of other ITPs could not be excluded in previous studies.5,17 FM550 consists of 2-ethylhexyl-2,3,4,5-tetrabromobenzoate (TBB, ~30%), bis (2-ethylhexyl) tetrabromophthalate (TBPH, ~8%), TPP (~17%), and ITPs (~45%).21,22 The ITP component is a complex flame retardant mixture containing TPP and ortho-, meta-, and para-substituted isomers of mono-, di-, tri-, and tetra-ITPs, which are believed to comprise approximately 32%, 10%, 2.4%, and 0.4% of FM550, respectively.21 Considering the percentage of TPP in FM550 and ITP, it is very possible that TPP is the major contributor to PPARγ activation in both commercial mixtures.
In this study, several other FRs or their metabolites were identified as weak PPARγ1 agonists. BDE47 demonstrated some PPARγ1 activation. Several recent studies have also identified BDE47 as a possible “environmental obesogen”. For example, induction of adipocyte differentiation by BDE47 in 3T3-L1 cells has previously been observed,23 and global gene expression analysis in 3T3-L1 cells exposed to low doses of BDE-47 induced adipocyte differentiation through various mechanisms that include PPARγ2 gene induction.24 Suzuki et al.16 also observed a dose–response relationship between PPARγ2 and BDE-47 with a 5% induction concentration of 10 μM using a U2OS reporter assay, although the difference between PPARγ1 and PPARγ2 is still unknown. In this current study, 3OH-BDE47, which is a metabolite of BDE47, was found to moderately activate PPARγ1 at a high dose (~40% activation at 7 μM) and was more potent than the parent BDE-47. In the previous PPARγ binding study, 3-OH-BDE-47 exhibited a comparable binding potency to rosiglitazone.8 Though the activation was not as potent, it was still more potent than its parent compound. Therefore, it might be interesting to confirm if the PPARγ1 activation with BDE47 was due to hydroxylated metabolites present in the incubations. 2,4,6-TBP, which is used as a fungicide or FR product, also showed a weak activation of PPARγ1. 2,4,6-TBP has been widely detected in environmental samples and has been identified as a potential thyroid-disrupting compound in indoor dust.25 TBBA, the metabolite of a brominated benzoate present in FM550, also showed a significant PPARγ1 activation at higher concentrations and was recently reported as a good biomarker of exposure to FM550, being detected frequently in urine samples.26,27 In a rodent study, perinatal exposure to FM550 lead to obesity,28 and it is possible that the observed weight gain may be linked to PPARγ1 activation by either TPP or TBBA and should be a focus of future research.
Several phthalates were also identified as PPARγ1 agonists in this study. Although phthalate metabolites such as MEHP and monobenzyl phthalate have been identified as PPARγ1 agonists and observed to stimulate differentiation of 3T3-L1 adipocytes,29 few studies on the parent compounds have been conducted. Generally, the tested phthalates in this study were much less potent than the monoester phthalate such as MEHP. However, BzBP itself was identified as a partial agonist of PPARγ1 with a maximal activation of 34% and an EC15 of 2.94 μM, which was very comparable with TPP and consistent with another recent study.7 Concern over the link between phthalate exposure and PPARγ1 activation has been increasing in recent years, and several studies found significant associations between urinary metabolites of phthalates and obesity in human populations with specific age, gender, or race/ethnicity groups.30–32
Here, we report for the first time that indoor dust extracts have the potential to activate PPARγ1. In this study, 15 out of 25 tested dust samples showed significant PPARγ1 activation higher than the activation threshold (LAT) (i.e., > 7% activation compared to rosiglitazone). Furthermore, the significant and positive correlation (r = 0.7, p < 0.003) between the reporter assay and ligand binding assay suggested that the bindings observed in the dust mixtures were primarily producing agonistic effects. To our knowledge, very few studies have been conducted to investigate PPARγ1 disruption in environmentally relevant dust samples, and this is the first time PPARγ1 agonistic effects from mixtures of chemicals present in house dust extracts were found. Suzuki et al.16 observed PPARγ1 antagonistic effect in 9 out of 13 dust extracts, which was in contrast with findings reported here. Several reasons could be used to explain these contrasting results. First, the reporter assay in this study was more sensitive than the U2OS cell-based reporter assay used by Suzuki et al.16 For example, the IC50 for rosiglitazone was 52 nM in the U2OS reporter assay, while it was 5.5 nM for the assay used in this study. Another possible difference is the different DNA domains, i.e., PPARγ1 and PPARγ2, which were used in the two studies. The U2OS cell line was transfected with PPARγ2, while in our study the cell line was transfected with PPARγ1. Furthermore, observing antagonistic effects does not necessarily imply that agonists are absent in a sample. For most antagonistic assays, a full agonist such as rosiglitazone is added, and the antagonistic effect is determined by increasing the concentration of your substrate to determine if it reduces the activation. Therefore, weak or partial agonists can be an “antagonist” when combined with the full agonist by competitively binding. It could also be possible that both agonists and antagonists were in the house dust mixtures, and further investigations should be conducted.
Great variance of PPARγ1 activation was observed in the dust sample from different sources. To date, no characterization of the chemical composition in the dust samples from different sources has been conducted. In our previous study, PBDEs in dust samples collected from gymnasiums13 were found to contain at least 1 order of magnitude higher concentrations than levels in residential dust. This suggests that the PBDEs are not the primary contributor to the PPARγ1 activation. However, the small sample size and heterogeneity of the house dust samples prevent any solid conclusions from being made.
In conclusion, this study was a follow-up investigation to our PPARγ1 ligand binding research on SVOCs and chemical mixtures in house dust. Many SVOCs or their metabolites were, for the first time, found to be weak or moderate PPARγ1 agonists, which may increase the size of the “environmental obesogen” family. Significant PPARγ1 activation was also found in 15 of 25 house dust extracts, suggesting possible PPARγ1 disruption by exposure to indoor dust. Further studies should be conducted to identify the causal chemicals that are the primary contributor to PPARγ1 activation in house dust.
Supplementary Material
Acknowledgments
We thank Dr. David C. Volz from the University of South Carolina for supplying the purified standards of the aryl phosphates. This study was funded by grants from the National Institute of Environmental Health Sciences (R01ESO16099 and R01 ES015829) and Boston University School of Public Health pilot funding.
Footnotes
Additional information as noted in the text. The Supporting Information is available free of charge on the ACS Publications website at DOI: 10.1021/acs.est.5b01523.
Notes
The authors declare no competing financial interest.
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