Computational Modeling of Serum‐Binding Proteins and Clearance in Extrapolations Across Life Stages and Species for Endocrine Active Compounds

One measure of the potency of compounds that lead to the effects through ligand-dependent gene transcription is the relative affinity for the critical receptor. Endocrine active compounds that are presumed to act principally through binding to the estrogen receptor (e.g., estradiol, genistein, bisphenol A, and octylphenol) comprise one class of such compounds. For making simple comparisons, receptor-binding affinity has been equated to in vivo potency, which consequently defines the dose-response characteristics for the compound. Direct extrapolation of in vitro estimated affinities to the corresponding in vivo system and to specific species or life stages (e.g., neonatal, pregnancy) can be misleading. Accurate comparison of the potency of endocrine active compounds requires characterization of biochemical and pharmacokinetic factors that affect their free concentration. Quantitative in vitro and in vivo models were developed for integrating pharmacokinetics factors (e.g., serum protein and receptor-binding affinities, clearance) that affect potency. Data for parameterizing these models for several estrogenic compounds were evaluated and the models exercised. While simulations of adult human or rat sera were generally successful, difficulties in describing early life stages were identified. Exogenous compounds were predicted to be largely ineffective at competing estradiol off serum-binding proteins, suggesting this was unlikely to be physiologically significant. Discrepancies were identified between relative potencies based upon modeling in vitro receptor-binding activity versus in vivo activity in the presence of clearance and serum-binding proteins. The examples illustrate the utility of this approach for integrating available experimental data from in vitro and in vivo studies to estimate the relative potency of these compounds.

[1]  W. Welshons,et al.  The Effective Free Fraction of Estradiol and Xenoestrogens in Human Serum Measured by Whole Cell Uptake Assays: Physiology of Delivery Modifies Estrogenic Activity , 1998, Proceedings of the Society for Experimental Biology and Medicine. Society for Experimental Biology and Medicine.

[2]  F. D. Boudinot,et al.  Age-Related Changes in Protein Binding of Drugs , 2000, Clinical pharmacokinetics.

[3]  M. Martín,et al.  Interactions between phytoestrogens and human sex steroid binding protein. , 1995, Life sciences.

[4]  N. Christeff,et al.  Mouse alpha 1-fetoprotein and albumin. A comparison of their binding properties with estrogen and fatty acid ligands. , 1981, The Journal of biological chemistry.

[5]  J. Dunn,et al.  Transport of steroid hormones: binding of 21 endogenous steroids to both testosterone-binding globulin and corticosteroid-binding globulin in human plasma. , 1981, The Journal of clinical endocrinology and metabolism.

[6]  T. Zacharewski,et al.  In Vitro and in Vivo Interactions of Bisphenol A and Its Metabolite, Bisphenol A Glucuronide, with Estrogen Receptors α and β , 2001 .

[7]  J. Lakins,et al.  Expression and regulation of estrogen receptor beta in human breast tumors and cell lines. , 2000, Oncology reports.

[8]  H. Matsue,et al.  Localization of the estrogen-binding site of alpha-fetoprotein in the chimeric human-rat proteins. , 1991, Proceedings of the National Academy of Sciences of the United States of America.

[9]  M. Pike,et al.  The relationship of free fatty acids with the binding of oestradiol to SHBG and to albumin in women. , 1990, Journal of steroid biochemistry.

[10]  M. Andersen,et al.  Endocrine active compounds: from biology to dose response assessment. , 1998, Critical reviews in toxicology.

[11]  J. Uriel,et al.  Rat alpha-fetoprotein: isolation, characterization and estrogen-binding properties. , 1974, Biochimie.

[12]  B. J. Danzo,et al.  Environmental xenobiotics may disrupt normal endocrine function by interfering with the binding of physiological ligands to steroid receptors and binding proteins. , 1997, Environmental health perspectives.

[13]  B. Katzenellenbogen,et al.  Tripartite steroid hormone receptor pharmacology: interaction with multiple effector sites as a basis for the cell- and promoter-specific action of these hormones. , 1996, Molecular endocrinology.

[14]  T. Sunderland,et al.  Geriatric Psychopharmacology: Why Does Age Matter? , 2000, Harvard review of psychiatry.

[15]  H Fang,et al.  The estrogen receptor relative binding affinities of 188 natural and xenochemicals: structural diversity of ligands. , 2000, Toxicological sciences : an official journal of the Society of Toxicology.

[16]  S. Milligan,et al.  Competitive binding of xenobiotic oestrogens to rat alpha-fetoprotein and to sex steroid binding proteins in human and rainbow trout (Oncorhynchus mykiss) plasma. , 1998, General and comparative endocrinology.

[17]  Tudor I. Oprea,et al.  Ligand-based identification of environmental estrogens. , 1996, Chemical research in toxicology.

[18]  M. Montano,et al.  Free estradiol in serum and brain uptake of estradiol during fetal and neonatal sexual differentiation in female rats. , 1995, Biology of reproduction.

[19]  P. Rolan Plasma protein binding displacement interactions--why are they still regarded as clinically important? , 1994, British journal of clinical pharmacology.

[20]  G. W. Moll,et al.  Estradiol-testosterone binding interactions and free plasma estradiol under physiological conditions. , 1981, The Journal of clinical endocrinology and metabolism.

[21]  H. Bolt,et al.  Toxicokinetics of bisphenol A in female DA/Han rats after a single i.v. and oral administration , 2000, Archives of Toxicology.

[22]  G. Hammond,et al.  Estimation of the percentage of free steroid in undiluted serum by centrifugal ultrafiltration-dialysis. , 1980, The Journal of biological chemistry.

[23]  K A Thayer,et al.  Relative binding affinity-serum modified access (RBA-SMA) assay predicts the relative in vivo bioactivity of the xenoestrogens bisphenol A and octylphenol. , 1997, Environmental health perspectives.

[24]  D. Zava,et al.  Estrogenic and antiproliferative properties of genistein and other flavonoids in human breast cancer cells in vitro. , 1997, Nutrition and cancer.

[25]  O Mekenyan,et al.  A computationally based identification algorithm for estrogen receptor ligands: part 1. Predicting hERalpha binding affinity. , 2000, Toxicological sciences : an official journal of the Society of Toxicology.

[26]  G. Levy,et al.  Serum protein binding of drugs and bilirubin in newborn infants and their mothers , 1980, Clinical pharmacology and therapeutics.

[27]  S. Hill,et al.  Identification of environmental chemicals with estrogenic activity using a combination of in vitro assays. , 1996, Environmental health perspectives.

[28]  G. Levy,et al.  Serum protein binding of drugs during and after pregnancy in humans , 1980, Clinical pharmacology and therapeutics.

[29]  M D Hill,et al.  The Significance of Plasma Protein Binding on the Fetal/Maternal Distribution of Drugs at Steady-State , 1988, Clinical pharmacokinetics.

[30]  J. Russo,et al.  Species, interindividual, and tissue specificity in endocrine signaling. , 1999, Environmental health perspectives.

[31]  J. Uriel,et al.  Fatty acids bound to α-fetoprotein and albumin during rat development , 1988 .

[32]  F. Lorscheider,et al.  Rat alpha-fetoprotein: isolation, radioimmunoassay and fetal-maternal distribution during pregnancy. , 1976, Journal of reproduction and fertility.

[33]  J. Tait,et al.  The effect of plasma protein binding on the metabolism of steroid hormones. , 1991, The Journal of endocrinology.

[34]  K. Grandien,et al.  Printed in U.S.A. Copyright © 1997 by The Endocrine Society Comparison of the Ligand Binding Specificity and Transcript Tissue Distribution of Estrogen Receptors � and � , 2022 .

[35]  S. Milligan,et al.  Relative potency of xenobiotic estrogens in an acute in vivo mammalian assay. , 1998, Environmental health perspectives.

[36]  S. Boue,et al.  Interactions of dietary estrogens with human estrogen receptors and the effect on estrogen receptor-estrogen response element complex formation. , 2000, Environmental health perspectives.

[37]  R. Masseyeff,et al.  EVOLUTION OF α‐FETOPROTEIN SERUM LEVELS THROUGHOUT LIFE IN HUMANS AND RATS, AND DURING PREGNANCY IN THE RAT * , 1975 .

[38]  C. Mendel,et al.  The free hormone hypothesis. Distinction from the free hormone transport hypothesis. , 1992, Journal of andrology.

[39]  J. Corton,et al.  Interaction of Estrogenic Chemicals and Phytoestrogens with Estrogen Receptor β. , 1998, Endocrinology.

[40]  N. Bruce The distribution of blood flow to the reproductive organs of rats near term. , 1976, Journal of reproduction and fertility.

[41]  T. Chun,et al.  Phytoestrogens act as estrogen agonists in an estrogen-responsive pituitary cell line. , 1998, Toxicology and applied pharmacology.

[42]  C Sonnenschein,et al.  The E-SCREEN assay as a tool to identify estrogens: an update on estrogenic environmental pollutants. , 1995, Environmental health perspectives.

[43]  A. Shibata,et al.  Laboratory assay reproducibility of serum estrogens in umbilical cord blood samples. , 1999, Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology.

[44]  J. Katzenellenbogen,et al.  Binding specificity of rat alpha-fetoprotein for a series of estrogen derivatives: studies using equilibrium and nonequilibrium binding techniques. , 1979, Endocrinology.

[45]  B. A. Keel,et al.  The kinetics of estrogen binding to rat α-fetoprotein , 1984, Experientia.

[46]  W. Pardridge,et al.  The effect of membrane permeability and binding by human serum proteins on sex steroid influx into the uterus. , 1983, The Journal of clinical endocrinology and metabolism.

[47]  W. Pardridge,et al.  Transport of steroid hormones through the rat blood-brain barrier. Primary role of albumin-bound hormone. , 1979, The Journal of clinical investigation.

[48]  M. Jayle,et al.  Comparative study on the binding of estrogens by human and rat serum proteins in development. , 1974, Biochemical and biophysical research communications.

[49]  J. Winter,et al.  Studies on human sexual development. II. Fetal and maternal serum gonadotropin and sex steroid concentrations. , 1974, The Journal of clinical endocrinology and metabolism.

[50]  M. Andersen,et al.  A Model for Pharmacokinetics and Physiological Feedback among Hormones of the Testicular-Pituitary Axis in Adult Male Rats: A Framework for Evaluating Effects of Endocrine Active Compounds , 1998 .

[51]  C. Nagata,et al.  Decreased serum estradiol concentration associated with high dietary intake of soy products in premenopausal Japanese women. , 1997, Nutrition and cancer.

[52]  B D Greenstein,et al.  Effects of rat alpha-fetoprotein administration on estradiol free fraction, the onset of puberty, and neural and uterine nuclear estrogen receptors. , 1992, Endocrinology.

[53]  S. Safe,et al.  Hazard and risk assessment of chemical mixtures using the toxic equivalency factor approach. , 1998, Environmental health perspectives.

[54]  L. Sansom,et al.  What is the True Clinical Significance of Plasma Protein Binding Displacement Interactions? , 1995, Drug safety.

[55]  Justin Teeguarden,et al.  Development of a physiologically based pharmacokinetic model for estradiol in rats and humans: a biologically motivated quantitative framework for evaluating responses to estradiol and other endocrine-active compounds. , 2002, Toxicological sciences : an official journal of the Society of Toxicology.

[56]  H. Adlercreutz,et al.  Identification and determination of oestrogens in various biological materials in pregnancy. , 1970, Annals of clinical research.

[57]  N. Bendridi,et al.  Intravenous injection of human sex steroid hormone-binding globulin in mouse decreases blood clearance rate and testicular accumulation of orally administered [2-125I]iodobisphenol A , 2002, Steroids.

[58]  M. Pugeat,et al.  Xenoestrogen interaction with human sex hormone-binding globulin (hSHBG)1 , 1999, Steroids.

[59]  M. Baker,et al.  Flavonoids Inhibit Estrogen Binding to Rat Alpha-Fetoprotein , 1998, Proceedings of the Society for Experimental Biology and Medicine. Society for Experimental Biology and Medicine.

[60]  G Levy,et al.  Serum protein binding of drugs during and after pregnancy in rats. , 1980, The Journal of pharmacology and experimental therapeutics.

[61]  J. Sumpter,et al.  A variety of environmentally persistent chemicals, including some phthalate plasticizers, are weakly estrogenic. , 1995, Environmental health perspectives.

[62]  O. Tsutsumi,et al.  Serum bisphenol a concentrations showed gender differences, possibly linked to androgen levels. , 2002, Biochemical and biophysical research communications.

[63]  W. McGuire,et al.  Phytoestrogen interaction with estrogen receptors in human breast cancer cells. , 1978, Endocrinology.

[64]  K. Dziegielewska,et al.  Proteins in cerebrospinal fluid and plasma of fetal rats during development. , 1981, Developmental biology.

[65]  M D Shelby,et al.  Assessing environmental chemicals for estrogenicity using a combination of in vitro and in vivo assays. , 1996, Environmental health perspectives.