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Toxicologic Pathology
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Article

Cumulative Effects of In Utero Administration of Mixtures of "Antiandrogens" on Male Rat Reproductive Development

Cynthia V. Rider1,2
Vickie S. Wilson1
Kembra L. Howdeshell1
Andrew K. Hotchkiss1,2,3
Johnathan R. Furr1
Christy R. Lambright1
L. Earl Gray, Jr1

1 MD-72, Endocrinology Branch, Reproductive Toxicology Division, NHEERL, ORD, U.S. Environmental Protection Agency, RTP, North Carolina, USA
2 North Carolina State University/USEPA Cooperative Training Grant (CT826512010), Raleigh, North Carolina, USA

Correspondence: L. Earl Gray Jr., MD-72, Endocrinology Branch, Reproductive Toxicology Division, NHEERL, ORD, U.S. Environmental Protection Agency, Research Triangle Park, NC 27713, USA; e-mail:gray.earl{at}epa.gov.


    Abstract
 Top
 Abstract
 Introduction
 Background
 Mixture Modeling
 Future Directions
 Summary
 References
 
Although risk assessments are typically conducted on a chemical-by-chemical basis, the 1996 Food Quality Protection Act (FQPA) required the Environmental Protection Agency (EPA) to consider cumulative risk of chemicals that act via a common mechanism of toxicity. To this end, we are conducting studies with mixtures to provide a framework for assessing the cumulative effects of "antiandrogenic" chemicals. Rats were dosed during pregnancy with antiandrogens singly or in pairs at dosage levels equivalent to about one half of the ED50 for hypospadias or epididymal agenesis. The pairs include: AR antagonists (vinclozolin plus procymidone), phthalate esters (DBP plus BBP and DEHP plus DBP), a phthalate ester plus an AR antagonist (DBP plus procymidone), and linuron plus BBP. We predicted that each chemical by itself would induce few malformations; however, by mixing any two chemicals together, about 50% of the males would be malformed. All binary combinations produced cumulative, dose-additive effects on the androgen-dependent tissues. We also conducted a mixture study combining seven "antiandrogens" together. These chemicals elicit antiandrogenic effects at two different sites in the androgen signaling pathway (i.e., AR antagonist or inhibition of androgen synthesis). In this study, the complex mixture behaved in a dose-additive manner. Our results indicate that compounds that act by disparate mechanisms of toxicity display cumulative, dose-additive effects when present in combination.

Key Words: reproductive system • male reproduction • endocrine disrupters


    Introduction
 Top
 Abstract
 Introduction
 Background
 Mixture Modeling
 Future Directions
 Summary
 References
 
There is now widespread awareness that humans (Calafat et al. 2008; Eskenazi et al. 1999; Landrigan et al. 1999; Silva, Barr et al. 2004; Silva, Reidy et al. 2004; Wolff, Britton et al. 2008; Wolff, Engel et al. 2007; Wolff, Engel et al. 2008), fish (Ankley et al. 2007; Jobling et al. 1998; Jobling and Tyler 2006; Jobling et al. 2006), and wildlife (Hall and Thomas 2007) are exposed to multiple contaminants on a continuous basis. The chemicals found in some aquatic systems include not only pesticides (Hela et al. 2005; Jaspers et al. 2006) and industrial chemicals (Hall and Thomas 2007), but also pharmaceuticals and hormones (Durhan et al. 2006; Kolpin et al. 2002).

As a result, the field of "mixtures toxicology" is emerging as an area of increasing scientific and regulatory focus in the United States and abroad. For example, in 1996 the U.S. Environmental Protection Agency (EPA) began considering the cumulative risk of chemicals that act via a common mechanism of toxicity as mandated in the Food Quality Protection Act (FQPA). The U.S. EPA’s Offices of Water (OW) and Research and Development (ORD) and the U.S. EPA Superfund, Solid Waste, and Air Programs also have ongoing programs in this area. In 2003, the U.S. EPA National Center for Environmental Assessment (NCEA), ORD, published a "Framework" report that initiated a long-term effort to develop cumulative risk assessment guidance (http://cfpub.epa.gov/ncea/cfm/recordisplay.cfm?deid=54944). The report identifies the basic elements of the cumulative risk assessment process and provides a flexible structure for conducting and evaluating cumulative risk assessment, and for addressing scientific issues related to cumulative risk. It is intended that the NCEA Framework report will serve as a foundation for developing future guidance. In this regard, the research from our laboratory, described herein, is intended to contribute to the development of a guidance framework for assessing cumulative risks to reproduction and development from exposure during pregnancy.

Although many studies have examined the effects of mixtures in vitro or in short-term in vivo assays with mature animals, few studies have examined the effects of mixtures of chemicals on mammalian reproductive development. Since the early 1980s, our laboratory has been studying the effects of pesticides and toxic substances administered in utero on fetal and postnatal rodent reproductive development. We have conducted dose response studies on the postnatal reproductive effects of environmental estrogens, androgens, antiandrogens, dioxins and PCBs, and germ cell toxicants. Along with these long-term in vivo studies, we also have conducted mechanistic studies in vitro and in vivo to identify the mechanisms and modes of action of these different toxicants.

Currently, we are using this information to design mixture studies to examine how members of one of these classes of toxicants, the "antiandrogens," interact when they are administered during sexual differentiation of the laboratory rat. Toxicants studied include pesticides and phthalates that disrupt sexual differentiation by acting as androgen receptor (AR) antagonists and/or inhibitors of fetal testosterone synthesis.

The review that follows will: (1) describe the chronology of events that led us to initiate a "mixtures" research program with vinclozolin and procymidone and then phthalates and the pesticides prochloraz and linuron; (2) describe the modes of action in vitro and in vivo of the individual chemicals that we selected to study as the program evolved; (3) describe the mathematical modeling procedures that we now use; (4) present the results of our completed mixture studies; (5) describe our future research plans; and (6) present an alternative framework for selecting chemicals for inclusion in cumulative assessments.


    Background
 Top
 Abstract
 Introduction
 Background
 Mixture Modeling
 Future Directions
 Summary
 References
 
Our First Mixture Study
In the late 1990s the Agency began an examination of whether some or all members of the dicarboximide class of fungicides, which includes vinclozolin, iprodione, and procymidone, shared a common mechanism of toxicity. At this time, the scientific information on the mechanisms of toxicity of this class of fungicides was incomplete. For this reason, the EPA concluded in 2000 that "The Agency does not currently have a fully developed understanding of whether vinclozolin shares a common mechanism of toxicity with iprodione and procymidone because the androgen system is highly complex. As a result, the Agency has not determined if it would be appropriate to include them in a cumulative risk assessment. Therefore, for the purposes of this assessment, the Agency has assumed that vinclozolin does not share a common mechanism of toxicity with iprodione and procymidone" (http://www.epa.gov/opp00001/reregistration/vinclozolin/). In addition, in a risk assessment on procymidone in 2005, the Agency concluded that "EPA has not made a common mechanism of toxicity finding and therefore, has not assumed that procymidone has a common mechanism of toxicity with other substances for the purposes of this tolerance action" (http://www.epa.gov/oppsrrd1/REDs/procymidone_tred.pdf). At the encouragement of the program office, we initiated studies at EPA’s National Health and Environmental Effects Laboratory to better elucidate the mechanism of toxicity for these antiandrogenic fungicides as well as mixture studies on how they interact. Since then, several studies from our laboratory and other laboratories have been completed that address these uncertainties. These studies demonstrate that vinclozolin and procymidone share a common mechanism of toxicity and interact in a cumulative manner.

Our Mixture Studies with Phthalates
Following the project with vinclozolin and procymidone, we initiated a series of similar studies with pairs of phthalates and subsequently with mixtures of phthalates with AR antagonists (Tables 1 and 2) to determine how these chemicals interact when present as mixtures. The effects of mixtures of phthalates are a concern, since humans are exposed to multiple phthalates at one time (Silva, Barr et al. 2004; Silva, Reidy et al. 2004; Wolff, Teitelbaum et al. 2007). To address this issue, in 2006 the EPA requested that the National Academy of Sciences establish a panel to provide the Agency with recommendations on how to address the cumulative effects of the phthalates. The data from several of the phthalate mixture studies presented herein were given to the NAS panel for their reanalysis and evaluation, including a binary mixture study of di-n-butyl (DBP) plus di-n-ethyl hexyl phthalate (DEHP) (Howdeshell et al. 2007), a study of a mixture of five phthalates on fetal testosterone levels (Howdeshell et al. 2008), and a complex mixture study that included three phthalates and four pesticides (Rider et al. 2008) (http://www8.nationalacademies.org/cp/projectview.aspx?key=48860).


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Table 1 In vitro and/or ex vivo mechanistic assay results and in vivo effects in male rat offspring

 

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Table 2 Brief methods and chemical dosage levels used in the chemical mixture studies discussed in this review examining the effects of mixtures of "antiandrogens" with similar and diverse mechanisms of toxicity.

 
Concerns about some phthalates in toys led to passage of the 2008 US Consumer Protection Agency Modernization Act (Public Law No: 110-314, section 108), which prohibits the sale of certain products containing phthalates (DEHP, DBP, benzyl butyl-[BBP], di-iso-nonly phthalate [DINP], di-iso-octyl phthalate DIOP and di-n-octyl phthalate [DNOP]). Additionally, the law established the Chronic Hazard Advisory Panel charged with examining "the potential health effects of each of these phthalates both in isolation and in combination with other phthalates" and "to consider the cumulative effect of total exposure to phthalates, both from children’s products and from other sources, such as personal care products."

Our Mixture Studies with Pesticides and Phthalates with Diverse Modes of Toxicity
In addition to toxicants that disrupt sexual differentiation predominantly via one mechanism of toxicity (i.e., AR antagonists or inhibitors of testosterone synthesis), it became evident that several pesticides, including linuron and prochloraz, act via dual mechanisms of toxicity. These pesticides display AR antagonist activity and inhibit testosterone synthesis with varying potencies. We were interested in exploring how these chemicals with complex mechanisms of action interact in mixtures. Therefore, we conducted two binary mixture studies, one with linuron with BBP (Hotchkiss et al. 2004) and a second with procymidone with DBP. Subsequently, we conducted a study with a mixture of seven chemicals (including vinclozolin, procymidone, linuron, prochloraz) and three phthalates (DBP, DEHP, and BBP) (Rider et al. 2008), and we have initiated a similar complex mixture study with ten chemicals.

Mechanisms and Modes of Action of the Individual Chemicals Used in the Mixture Studies
As summarized in Table 1, the research discussed herein reveals that environmental chemicals can alter the androgen signaling pathway via several distinct modes of action. Knowledge of the modes of action of endocrine-disrupting chemicals (EDCs) allows us to make some predictions about how individual tissues will be affected when antiandrogens are combined. The classes of EDCs known to interfere with the androgen signaling pathway include: dicarboximide fungicides, for example, vinclozolin (Kelce et al. 1994); organochlorine-based insecticides, for example, p,p’-DDT and p,p’-DDE (Kelce et al. 1995); conazole fungicides, for example, prochloraz (Noriega et al. 2005; Vinggaard et al. 1999); plasticizers, for example, phthalates; polybrominated diphenyl ethers (PBDEs) (Gray et al. 2004; Stoker et al. 2005); and urea-based herbicides, for example, linuron (Lambright et al. 2000; McIntyre et al. 2000).

Modes of Action of the Individual Chemicals Used in Our Mixture Studies
AR antagonists: Vinclozolin and Procymidone (fungicides)
Of the dicarboximide fungicides, vinclozolin (Kelce et al. 1994), iprodione (Blystone et al, in preparation), and procymidone (Hosokawa et al. 1993; Nellemann et al. 2003; Ostby et al. 1999; Vinggaard et al. 1999) act as AR antagonists in vitro and/or in vivo. These pesticides, or their metabolites, competitively inhibit the binding of androgens to AR, which leads to inhibition of androgen-dependent gene expression in vitro and in vivo (Kelce and Wilson 1997). Vinclozolin and procymidone both act as AR antagonists in the Hershberger assay (castrated-immature androgen- and pesticide-treated male rats), an effect replicated in several laboratories (Ashby et al. 2004; Charles et al. 2005; Kang et al. 2004; Kennel et al. 2004; Owens et al. 2007; Shin et al. 2007; Yamasaki et al. 2003).

Peripubertal administration of antiandrogens can alter the onset of pubertal landmarks and reduce androgen-dependent organ weights in the young male rat (Monosson et al. 1999). In a Hershberger assay using castrated immature testosterone-treated male rats, vinclozolin and procymidone (0, 25, 50, and 100 mg/kg/d) alone or in combination inhibited testosterone-induced growth of androgen-dependent tissues (ventral prostate, seminal vesicles, and levator ani-bulbocavernosus muscles) in a dose-additive fashion (Gray et al. 2001; Nellemann et al. 2003).

Administration of vinclozolin during sexual differentiation demasculinizes and feminizes the male rat offspring such that treated males display female-like AGD at birth, retained nipples, hypospadias, suprainguinal ectopic testes, a blind vaginal pouch, and small to absent sex accessory glands (Gray et al. 1994). In contrast to the phthalates and linuron, even at high dosage levels (200 mg/kg/d), epididymal hypoplasia was rare and gubernacular agenesis was not displayed in vinclozolin-treated male offspring.

At low doses, vinclozolin administration (0, 3.125, 6.25, 12.5, 25, 50, or 100 mg/kg/d from gestational day 14 to postnatal day 3) reduces neonatal AGD and increases the incidence of retained nipples/areolae in infant male rats (Gray, Ostby et al. 1999). In adult life, ventral prostate weight is permanently reduced (at 6.25, 25, 50, and 100 mg/kg/d) and male offspring display permanent female-like nipples. Treatment at 50 and 100 mg/kg/d induces hypospadias and other reproductive tract malformations (Gray, Ostby et al. 1999; Hellwig et al. 2000). The most sensitive period of development to the disruptive effects of vinclozolin is GD 16–17, with less severe effects seen in males exposed to vinclozolin on GD 14–15 and GD 18–19 (Wolf et al. 2000).

When procymidone is administered from day 14 of pregnancy to day 3 after birth at 25, 50, 100, or 200 mg/kg/d, AGD is shortened in male pups, and the males display retained nipples, hypospadias, cleft phallus, a vaginal pouch, and reduced sex accessory gland size (Ostby et al. 1999). Hypospadias was displayed by males in the 50 mg/kg/d dose group and above and ectopic, undescended testes displayed at 200 mg/kg/d.

These two dicarboximide pesticides not only induce reproductive tract malformations and permanent reductions in androgen-dependent organ weights, but they also program the differentiating prostatic and vesicular tissues abnormally such that F1 male offspring develop high rates of inflammation in these tissues later in life. In 1999, we observed that in utero procymidone treatment induced fibrosis, cellular infiltration, and epithelial hyperplasia in the dorsolateral and ventral prostatic and seminal vesicular tissues in the offspring at 50 mg/kg/d and above when examined as adults (Ostby et al. 1999). More recently, similar effects were seen in males exposed to vinclozolin in utero (Cowin et al. 2008). One hundred percent of male rats exposed to 100 mg/kg/d during sexual differentiation displayed prostatitis after puberty. The authors also reported that prostatic inflammation "was not associated with the emergence of premalignant lesions, such as prostatic intra-epithelial neoplasia or proliferative inflammatory atrophy, and hence mimics nonbacterial early-onset prostatitis that commonly occurs in young men" (Cowin et al. 2008).

Furthermore, when global gene expression was interrogated in the ventral prostate, Rosen et al. (2005) found identical alterations after either short-term procymidone or vinclozolin treatments.

In summary, the effects of procymidone and vinclozolin are identical in vivo and in vitro.

Inhibitors of Fetal Reproductive Development and Testis Hormone Production: Phthalates
The phthalates represent a class of high-production-volume chemicals that alter reproductive development. This class of chemicals does not appear to act via estrogen and androgen nuclear receptors. Although a few studies suggested that some of the phthalates are estrogenic, DBP injections do not induce a uterotropic response or estrogen-dependent sex behavior (lordosis) in ovariectomized adult female rats (Gray and Ostby 1998), and oral DBP treatment fails to accelerate vaginal opening or induce constant estrus in intact female rats (Gray, Wolf et al. 1999). The phthalate diesters and their monoester metabolites also do not appear to compete significantly with androgens for binding to AR at environmentally relevant concentrations (Parks et al. 2000). In vivo, the phthalate diesters fail to display consistent AR antagonist activity. DBP and BBP produce negative results in a Hershberger assay, whereas DEHP causes equivocal reductions in androgen-induced tissue growth even at 1000 mg/kg/d (Gray, in preparation; Stroheker et al. 2005).

In utero, some phthalate esters alter the development of the male rat in an antiandrogenic manner. Prenatal exposure to DBP, BBP, DINP, and DEHP treatment cause a syndrome of effects, including underdevelopment and agenesis of the epididymis and other androgen-dependent tissues and testicular abnormalities (Foster et al. 2001; Gray et al. 2000) characterized as the "Phthalate Syndrome." Prenatal exposure to DBP from day 10 to day 22 of gestation produces effects nearly identical to those seen with DEHP, with effects occurring at dosage levels of 50–100 mg/kg/d (Mylchreest and Foster 2000; Mylchreest et al. 1999). Among the antiandrogenic EDCs, the phthalates are unique in their ability to induce agenesis of the gubernacular cords, a tissue whose development is dependent upon the peptide hormone insulin-like peptide-3 and critical for testis descent.

A Pesticide with Dual Modes of Toxicity: Linuron (herbicide)
In vitro, the herbicide linuron is an AR antagonist (Lambright et al. 2000; McIntyre, Barlow, and Foster 2002; McIntyre, Barlow, Sar et al. 2002; McIntyre et al. 2000; Turner et al. 2003). In contrast to some AR antagonists, neither short-term (Lambright et al. 2000; O’Connor et al. 2002) nor long-term (Gray, Wolf et al. 1999) linuron administration induces elevated serum LH levels.

Linuron administration to the dam or in vitro also inhibits fetal male rat testosterone synthesis during sexual differentiation, demonstrating that linuron is antiandrogenic via dual mechanisms of action (Table 1), inhibiting androgen synthesis and as an AR antagonist (Wilson et al. 2004) (Wilson et al. unpublished).

When administered in utero, linuron exposure causes malformations in male rat offspring. More than half of the males exposed to 100 mg linuron/kg/d (GD14–18) displayed epididymal and testicular abnormalities (Gray, Ostby et al. 1999), with effects seen at dosage levels as low as 12.5 mg/kg/d (exposed from GD 10–22) (McIntyre et al. 2000). The testicular effect seen in adult F1 males results from epididymal lesions rather than a direct effect of linuron on testis morphology. When male rat fetuses or offspring were necropsied on GD 17, 19, and 21, and postnatal days (PND) 7 and 14, epididymal malformations were not observed in fetuses from linuron-treated dams but were seen in linuron-exposed male offspring on PND 7 and 14 (McIntyre, Barlow, Sar et al. 2002). The testicular lesions are seen only in adults and not in younger animals. These lesions develop as a consequence of pressure atrophy induced by fluid accumulation in the postpubertal testis in animals with epididymal lesions. Testicular lesions were not observed at any time point during fetal or infant life.

In contrast to the effects of vinclozolin and procymidone, malformed external genitalia and undescended testes were rarely displayed by linuron-exposed males. The syndrome of effects induced by linuron is atypical of an AR antagonist and more closely resembles the Phthalate Syndrome.

A Pesticide with Dual Modes of Toxicity: Prochloraz (fungicide)
Prochloraz is a fungicide that also disrupts reproductive development and function by several modes of action (Noriega et al. 2005; Vinggaard et al. 2005; Vinggaard et al. 2006). Prochloraz inhibits the steroidogenic enzymes 17, 20 lyase and aromatase, and it is an AR antagonist (Blystone, Furr et al. 2007; Blystone, Lambright et al. 2007). In a study in which rat dams were dosed from GD 14 to 18, Wilson et al. (2004) found that prochloraz reduced fetal testis testosterone and increased progesterone production tenfold on GD 18 without affecting Leydig cell ins13 mRNA levels.

In a transgenerational study, prochloraz treatment from GD 14 to 18 at doses of 62.5, 125, 250, and 500 mg/kg/d delayed parturition and altered reproductive development in the male offspring in a dose-related manner (Noriega et al. 2005). Treated males displayed reduced AGD and female-like areolas (33%, 71%, and 100% in 62.5, 125, and 250 mg/kg groups, respectively), and males in the 250 mg/kg treatment group displayed hypospadias. However, the epididymides and gubernacular ligaments were relatively unaffected.

In male rat offspring, the profile of effects induced by prenatal prochloraz appears to more closely resemble that of an AR antagonist, like vinclozolin, rather than an inhibitor of fetal testosterone synthesis, like a phthalate or linuron.


    Mixture Modeling
 Top
 Abstract
 Introduction
 Background
 Mixture Modeling
 Future Directions
 Summary
 References
 
Dose-response Analysis of Individual Chemicals
Over the past several decades, research in our laboratory has focused on defining the effects of individual chemicals on the reproductive development of male rats. However, recent advancements in analytical techniques have drawn attention to the prevalence of environmental chemical mixtures, which has shifted focus from individual chemical effects to mixtures effects (CDC 2008; Kolpin et al. 2002; Squillace et al. 2002). Now, individual chemical data are input into mathematical models of mixture toxicity to make predictions about the potential effects of mixtures on male reproductive tract development. Predicted mixture responses are compared to observed data generated from mixture exposures to determine the type of joint action (dose addition, response addition, synergy, antagonism) exhibited by the mixture.

The mixture toxicity models we use require dose-response data from individual chemical exposures. These data were compiled from studies conducted in our laboratory over the past twenty years. Assumptions were introduced when dose-response data were incomplete. For example, we previously evaluated the effects of only one dose of BBP on reproductive development; the BBP dose coincided with the dose-response data from DBP, thus we assumed that BBP had a similar dose-response curve to DBP. Historical data included studies conducted by different researchers with several rat strains and slightly different dosing schedules. However, all studies included exposure to the chemical during the critical window of reproductive tract differentiation in utero.

Once the raw data were compiled, we transformed the data to fit a 0-to-100 scale. For continuous end points (AGD and organ weights), we converted the data to percentage change from the control value. For malformation data, we presented the data as percentage incidence. We then graphed the data on a log-linear scale and fit the data with a logistic equation (see example in Figure 1):


Figure 10370100
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Figure 1 Individual chemical dose-response data fit with a logistic model from a mixture study with vinclozolin, procymidone, prochloraz, linuron, and phthalates. This figure is reproduced from Rider et al. (2008).

 


Formula

where R is the response, D is the chemical dose, {rho} is the power or Hill slope of the curve, and ED50 is the exposure dose eliciting a 50% response. The parameters (Hill slope and ED50) generated from the logistic fit to the individual chemical data were used in models to make predictions of the mixture responses.

Modeled versus Observed Responses
There are three types of joint action models: dose addition, response addition, and integrated addition. The dose addition model, first introduced by Loewe and Muischnek (1926), has been applied to mixtures of chemicals that have the same mechanism of action (Altenburger et al. 2000; Silva et al. 2002); the response addition model has been associated with mixtures containing chemicals with different mechanisms of action (Backhaus et al. 2000), and the integrated addition model to mixtures containing both same and different mechanism of action components (Altenburger et al. 2005; Rider and Leblanc 2005). In the dose-addition model, mixture components can be thought of as dilutions of one another. Once the potencies of the individual chemicals are accounted for, their doses can simply be added together to determine the total dose of the mixture. From this total mixture dose, we can then calculate the predicted response. The dose addition equation that we used to calculate predicted responses of mixtures is:



Formula

where R is the response to the mixture, Di is the concentration of chemical i in the mixture, ED50i is the concentration of chemical i that causes a 50% response, and {rho}' is the average power (Hill slope) associated with the chemicals.

We also calculated mixture responses with the toxic equivalency approach. The toxic equivalency approach is often associated with dioxin-like compounds (Safe 1990). For this approach, a reference chemical was selected for each end point based on the strength of the individual chemical dose response data for that end point. For example, we used vinclozolin as a reference chemical for hypospadias in one mixture study because it had the most complete dose-response data of the chemicals in the mixture (Rider et al. 2008). Relative potency factors were calculated by dividing the ED50 of the reference compound by the ED50 of each of the other mixture components. The dose of each chemical present in the mixture was then multiplied by the corresponding potency factor. The converted doses were added to get the total mixture dose in terms of the reference chemical, which could then be inserted into the logistic equation for the reference chemical to calculate the predicted mixture response.

The response-addition model, also referred to as independent-action model, was first introduced by Bliss (1939) and has been used to describe mixtures of chemicals with different mechanisms of action. However, there has been discussion of whether it is possible for chemicals to have completely independent action at a common target tissue given the complexity of biological systems (Hermens and Leeuwangh 1982). The equation for response addition is based on probability theory and is expressed as:



Formula

The integrated addition model, introduced relatively recently by several different groups (Altenburger et al. 2005; Rider and Leblanc 2005; Teuschler et al. 2004), combines the dose and response addition models. In this approach, chemicals with the same mechanism of action are grouped, and the total dose associated with each group is calculated using dose addition. The groups are then combined using response addition.

The integrated addition model is expressed mathematically as:



Formula

Results of Our Mixture Studies
Brief Methods and Dosage Levels Used in Our Mixture Studies (Table 2)
In our binary studies, rats were dosed singly or in pairs during pregnancy with antiandrogens at dosage levels equivalent to about one half of the ED50 for hypospadias or epididymal agenesis. In these studies, we focused dose selection on the induction of malformations and permanent effects (higher-dose effects, rather than low-dose effects) for two reasons. First, there is no unanimity among risk assessors about using anogenital distance (AGD) at birth in male rats or the induction of female-like nipples in infant male rats as adverse endpoints, whereas there is no question that hypospadias, epididymal agenesis, and undescended testes are adverse effects. Second, the dose-response curves for these malformations are generally nonlinear and quite steep (Rider et al. 2008), which enables us to easily distinguish dose-addition model predictions from response or integrated addition-model predictions. In contrast to the malformation data, anogenital distance (AGD) and several other low-dose effects appear linear in the low dose range and one cannot easily distinguish the manner of interaction (dose versus response-addition model predictions) of the chemicals in the mixture.

Mixtures with Chemicals That Have the Same Mechanism of Toxicity
Our first research goal was to confirm that antiandrogenic chemicals with the same mechanism of toxicity conformed to a model of dose addition. We began this work by assessing simple binary mixtures. The first binary mixture was composed of the AR antagonists vinclozolin and procymidone (Gray et al. 2001); a second consisted of two phthalate esters with a common active metabolite (DBP and BBP); and the third was made up of two phthalate esters with different active metabolites (DEHP and DBP) (Howdeshell et al. 2007). The results from our binary studies with chemicals that disrupt androgen signaling via a similar mechanism of action were generally consistent with predictions based on a dose-addition model for inducing malformations in male rats exposed in utero.

Vinclozolin plus Procymidone Mixtures
In our AR antagonist binary study (Gray et al. 2001), in utero exposure to vinclozolin alone resulted in a 10% incidence of hypospadias and a 0% incidence of vaginal pouch development in male rats, whereas procymidone exposure resulted in a 0% incidence of either malformation. The combination exposure, however, resulted in a 96% incidence of hypospadias and 54% incidence of vaginal pouch in treated animals (Figure 2). Similar effects have been seen in studies of F1 male rats exposed to mixtures of vinclozolin and procymidone during sexual differentiation (Christiansen et al. 2008; Gray et al. 2001; Gray et al. 2006; Hass et al. 2007; Metzdorff et al. 2007; Rosen et al. 2005; Wilson et al. 2008). Short-term studies using castrated, immature male androgen-treated rats (Gray et al. 2001; Nellemann et al. 2003) also demonstrate that vinclozolin and procymidone induce cumulative effects when coadministered.


Figure 20370100
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Figure 2 Male rat reproductive tract malformations following in utero exposure to vinclozolin and procymidone alone or in combination (Hotchkiss et al. unpublished data).

 
Phthalate Mixture Studies
In both binary phthalate mixture studies, exposure to the individual chemicals resulted in no malformations or low incidences of malformations, and the combination exposures typically resulted in 50% or greater incidences of malformations (Figures 3 and 4) (Howdeshell et al. 2007).


Figure 30370100
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Figure 3 Male rat reproductive tract malformations following in utero exposure to BBP and DBP alone or in combination (Hotchkiss, et al. unpublished data).

 

Figure 40370100
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Figure 4 Male rat reproductive tract malformations following in utero exposure to DEHP and DBP alone or in combination. Results were originally presented in Howdeshell et al. (2007).

 
In a more complex mixture study, we assessed the cumulative effects on fetal testosterone production following in utero exposure to a mixture of five phthalates: DBP, di-iso-butyl phthalate (DiBP), BBP, DEHP, and DPP (Howdeshell et al. 2008). First, we characterized the individual chemical dose-response relationships as described above (Figure 5). We then dosed animals on GD 8–18 with a mixture of the five phthalates. The mixture was designed such that every chemical would contribute equally to the reduction in fetal testosterone production. Finally, observed mixture responses were compared to responses predicted based on a model of dose addition (Figure 6).


Figure 50370100
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Figure 5 Individual chemical dose-response data fit with a logistic model from six individual phthalate dose-response studies with BBP, DPP, DEHP, DBP, DiBP, and DEP. Results were originally presented in Howdeshell et al. (2008).

 

Figure 60370100
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Figure 6 Comparison of fetal testosterone reduction following individual phthalate exposure to a mixture of five phthalates (BBP, DPP, DEHP, DBP, and DiBP) and predictions based on a dose-addition model. Data were originally presented in Howdeshell et al. (2008).

 
From these mixture studies, we conclude that chemicals that target the androgen signaling pathway via the same mechanism of action are dose additive when present in a mixture. Currently, cumulative risk assessments have not been performed on the antiandrogenic chemicals. This work indicates that these chemicals would be good candidates for cumulative risk assessment and supports the use of the dose-addition model for determining the effects of these mixtures.

Mixtures with Chemicals That Have Different Mechanisms of Toxicity
We hypothesized that chemicals with different mechanisms of toxicity that target the same signaling pathway would exhibit cumulative effects that conform to a model of dose addition, not response addition. To test this hypothesis, we first assessed the joint effects of binary mixtures of chemicals with different mechanisms of action.

The first binary mixture consisted of a fetal testosterone inhibitor (BBP) and an antiandrogen with multiple mechanisms of action (linuron) (Hotchkiss et al. 2004). The second binary mixture consisted of DBP and the AR antagonist procymidone. In these studies, pregnant rats were dosed on GD 14–18 with either the individual compounds or the binary mixture at a dose level equivalent to approximately one half of the ED50 value for malformations (Table 2).

BBP plus Linuron
In the BBP and linuron study, in utero exposure to BBP alone elicited a 0% incidence of hypospadias and vaginal pouch formation and a 12% incidence of epididymal agenesis in male rats. In utero exposure to linuron alone resulted in a 0% incidence of hypospadias and vaginal pouch development and a 63% incidence of epididymal agenesis. However, exposure to the combination resulted in cumulative effects, with males displaying 56%, 40%, and 97% incidence of hypospadias, vaginal pouch, and epididymal agenesis, respectively (Hotchkiss et al. 2004) (Figure 7).


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Figure 7 Male rat reproductive tract malformations following in utero exposure to BBP and linuron alone or in combination. Data were originally presented in Hotchkiss et al. (2004).

 
Di-n-butyl Phthalate plus Procymidone
In the procymidone plus DBP study, procymidone, or DBP alone induced low incidences of hypospadias (1.5% and 0%, respectively) and vaginal pouch (0% and 0%, respectively), whereas the males treated with the combination of procymidone and DBP displayed 49% and 27% incidences of hypospadias and vaginal pouch, respectively, indicating that the interaction was at least dose additive (Figure 8). We are currently conducting an expanded binary study including multiple doses of a fixed-ratio mixture of DBP and procymidone. Initial results demonstrate that responses to the binary mixture conform to a model of dose addition, not response addition (Hotchkiss et al. unpublished data).


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Figure 8 Male rat reproductive tract malformations following in utero exposure to procymidone and DBP alone or in combination (Hotchkiss et al. unpublished data).

 
Seven-chemical-mixture Study
Vinclozolin, Procymidone, Prochloraz, Linuron, and Three Phthalates (DBP, BBP, DEHP)
To further test our hypothesis, we designed a study with seven antiandrogenic chemicals with diverse mechanisms of action including AR antagonists (vinclozolin and procymidone), mixed-mechanism chemicals that bind to the AR and decrease testosterone production (linuron and prochloraz), and testosterone synthesis–inhibiting phthalates (BBP, DBP, and DEHP) (Rider et al. 2008). According to the current mixtures paradigm, this seven-antiandrogenic-chemical mixture should conform to a model of integrated addition. However, we found that models of integrated addition or response addition consistently underestimated the effects of our seven-antiandrogenic-chemical mixture. The dose-addition model and the related toxic equivalency approach provided estimates of mixture responses that approximated the observed responses (Figure 9). For example, hypospadias was seen in 100% of the high-dose animals, and whereas dose addition and toxic equivalency models predicted 70% affected, integrated and response-addition models predicted 0% affected.


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Figure 9 Comparison of observed and predicted responses to a mixture of seven antiandrogens including: vinclozolin, procymidone, linuron, prochloraz, and three phthalates (BBP, DBP, and DEHP). Originally presented in Rider et al. (2008).

 

    Future Directions
 Top
 Abstract
 Introduction
 Background
 Mixture Modeling
 Future Directions
 Summary
 References
 
Our future studies will be designed to answer questions concerning the characteristics of chemicals that contribute to making them dose additive. Currently, the focus of cumulative-risk assessments is on chemicals with the same mechanism of action. However, we have demonstrated that chemicals with different mechanisms of action that target a common signaling pathway can also display dose additivity. Our future studies will be aimed at refining our experimental designs for mixture assessments and testing the boundaries of dose additivity with chemicals that target male reproductive tract development. In future studies, we will continue testing mixtures of chemicals that target androgen signaling in studies designed to provide clear distinctions among predictions based on each of the mixture models. For example, we are currently building on our previous study with antiandrogens by increasing the number of chemicals included in the mixture to ten. The goal of increasing the number of chemicals is to have all mixture components present in the mixture at doses clearly below their individual no observable adverse effect (NOAEL) levels. This scenario allows for a greater distinction between models of response addition (where chemicals below their NOAELs do not contribute to the mixture toxicity) and dose addition (where chemicals below their NOAELs do contribute to the overall mixture toxicity).

To date, the chemicals tested in our mixtures studies target male reproductive tissues through interference with androgen signaling. Other chemicals disrupt male reproductive tissue development through mechanisms that are not fully understood. For example, in utero exposure to TCDD results in epididymal malformations in male rats that do not involve AR antagonism or testosterone synthesis inhibition. Currently, we are assessing a binary mixture of TCDD and DBP to ascertain whether these chemicals act in a dose-additive manner to elicit epididymal malformations.


    Summary
 Top
 Abstract
 Introduction
 Background
 Mixture Modeling
 Future Directions
 Summary
 References
 
Our binary mixture studies were designed to combine pairs of chemicals at doses where each chemical would produce few if any malformations, but doubling the dose of one would induce malformations in about 50% of the males. If the chemicals behaved in a dose-additive, cumulative fashion, then the mixture would produce malformations in 50% of the males, but if they interacted independently, then few males would be malformed. Our results clearly show that all binary combinations produced cumulative, dose-additive effects on the androgen-dependent tissues.

We also conducted a complex mixture study combining seven "antiandrogens" together. These chemicals elicit antiandrogenic effects at two different sites in the androgen signaling pathway (i.e., AR antagonist or inhibition of androgen synthesis). In this study, the complex mixture also behaved in a dose-additive manner.

Our results indicate that compounds that act by disparate mechanisms of toxicity display cumulative, dose-additive effects when present in combination. The results also suggest that a modification of the approach for cumulative risk assessments from one based upon "common mechanism of toxicity" to one that includes the cumulative assessment of chemicals that disrupt development of the same reproductive tissues during sexual differentiation would result in target organ- and timing-based approach rather than on a narrow mechanism of toxicity. We propose that the primary focus should be on the biological system (e.g., androgen signaling pathway) rather than the mechanism of toxicity and that a cumulative risk assessment could potentially include all chemicals that target that system during the same critical developmental period.


    Acknowledgments
 
We would like to recognize the excellent scientific collaboration and support that we have received with these research projects from Gerald LeBlanc and Paul Foster.


    Footnotes
 
3 Current address: NCEA, ORD, US Environmental Protection Agency, RTP, North Carolina, USA Back

The research described in this article has been reviewed by the National Health and Environmental Effects Research Laboratory, ORD, U. S. Environmental Protection Agency, and approved for publication. Approval does not signify that the contents necessarily reflect the views and policies of the Agency nor does the mention of trade names or commercial products constitute endorsement or recommendation for use.


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 Future Directions
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This version was published on January 1, 2009

Toxicologic Pathology, Vol. 37, No. 1, 100-113 (2009)
DOI: 10.1177/0192623308329478


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