Extracting global system dynamics of corticosteroid genomic effects in rat liver.

One of the challenges in constructing biological models involves resolving meaningful data patterns from which the mathematical models will be generated. For models that describe the change of mRNA in response to drug administration, questions exist whether the correct genes have been selected given the myriad transcriptional effects that may occur. Oftentimes, different algorithms will select or cluster different groups of genes from the same data set. A new approach was developed that focuses on identifying the underlying global dynamics of the system instead of selecting individual genes. The procedure was applied to microarray genomic data obtained from rat liver after a large single dose of methylprednisolone in 52 adrenalectomized rats. Twelve clusters of at least 30 genes each were selected, reflecting the major changes over time. This method along with isolating the underlying dynamics of the system also extracts and clusters the genes that make up this global dynamic for further analysis as to the contributions of specific mechanisms affected by the drug.

Disuse atrophy of skeletal muscle is associated with an increase in number of glucocorticoid receptors.

Atrophy of muscles due to disuse is similar in form to glucocorticoid atrophy of the general body musculature. Because of this similarity, a hypothesis was formed which attributed the selective muscle atrophy resulting from immobilization to an increase in glucocorticoid sensitivity. As an initial test of this hypothesis, the thermodynamic characteristics of 3H-dexamethasone binding were examined in cytosol prepared from immobilized and contralateral control gastrocnemius muscles. We report here an increase in numbers of glucocorticoid receptors in immobilized muscles relative to contralateral controls, with no change in binding affinity. These findings support the hypothesis that selective muscle atrophy is a result of changes in glucocorticoid sensitivity.

Perineal muscles: possible androgen regulation of glucocorticoid receptor sites in the rat.

The glucocorticoid receptor population of the androgen-dependent levator ani-bulbo cavernosus muscle complex in response to both androgen withdrawal and androgen replacement was examined in rats. After castration the concentration of receptor sites more than doubled. The increase in the sites began within the first 24 h after castration and reached a plateau level within 7 days. Parallel dry weight studies demonstrated that no loss in muscle mass is observed until 48 h after castration. In a second series of experiments, both the regrowth of the muscle and the number of receptor sites in response to androgen injections were examined. By day 11 of injection, the muscle had increased in dry weight to a point where it was equal to the size of this muscle in normal intact male controls. During this process, the concentration of receptor sites began to decline 5 days after the beginning of injections and reached control or below control values by 11 days.

Differential dynamics of receptor down-regulation and tyrosine aminotransferase induction following glucocorticoid treatment.

Autoregulation of glucocorticoid receptor (GR) concentration in vivo may be an important determinant of steroid sensitivity. The dynamics of GR regulation were assessed and compared to regulation of tyrosine aminotransferase (TAT) expression in liver tissue taken from rats treated with a single 50 mg/kg i.v. dose of methylprednisolone. Plasma methylprednisolone concentrations were determined by HPLC analysis. Receptor and TAT message levels were determined by quantitative Northern hybridization. Methylprednisolone plasma kinetics showed a half-life of 0.6 h. Receptor occupancy occurred rapidly and cytosolic GR reappeared over 2-12 h. TAT activity rose between 2 and 6 h and then dissipated. Reduction in receptor mRNA levels occurred very rapidly, being detectable by 30 min following steroid administration. A down-regulated steady-state in GR message expression was reached by 2 h post-injection, and was maintained throughout the 18 h examined in this study. Comparison of methylprednisolone kinetics demonstrated that down-regulation was maintained long after drug was eliminated. In contrast, TAT message induction occurred with a sharp peak; maximal induction occurred between 5-6 h and return to baseline at approx. 8-10 h post-induction. This study shows that unlike TAT induction, GR message repression in vivo does not require continual presence of hormone.

Fiber-type discrimination in disuse and glucocorticoid-induced atrophy.

Data are presented which demonstrate that phasic/glycolytic muscles atrophy more than tonic/oxidative muscles in response to exogenously introduced glucocorticoids. Data are also presented demonstrating that immobilization makes a muscle unusually sensitive to glucocorticoid-induced atrophy and that remobilization of a previously immobilized muscle protects a muscle from glucocorticoid-induced atrophy. These observations are discussed within the context of the role of mechanical activity in the acquisition and maintenance of fiber-type characteristics. In addition, the available data on the glucocorticoid receptor population in skeletal muscles of various types and circumstance are reviewed within the context of the recent observations concerning the glucocorticoid induction of the enzyme glutamine synthetase in skeletal muscle. It is proposed here that atrophy is not necessarily the response of skeletal muscle to glucocorticoids. Rather, atrophy is a possible consequence of the glucocorticoid-induced increase in export of amino acid carbon from the muscle. Whether such export causes a muscle to atrophy or perhaps even hypertrophy will depend on the capacity of the muscle to sustain its free amino acid pools. Mechanical activity greatly promotes the uptake of free amino acids in skeletal muscle. Such promotion takes the form of both contraction-induced uptake and increased insulin sensitivity. Within this perspective, it is suggested that tonic muscles and remobilized muscles are protected from atrophy by exogenous glucocorticoids because their high level of mechanical activity allows them to maintain their free amino acid pools.

Effect of denervation and reinnervation on oxidation of [6-14C]glucose by rat skeletal muscle homogenates.

We studied the effects of denervation and reinnervation of the rat extensor digitorum longus muscle (EDL) on the oxidation of [6-14C]glucose to 14CO2. The rate of 14CO2 production decreased dramatically following denervation, and the decrease became significant 20 days after nerve section. Prior to day 20, changes apparently reflected the decline of muscle mass. Decreased 14CO2 production was due to reduced capacity of the enzymatic system (apparent Vmax); there was no change in apparent affinity for glucose (apparent Km). Mixing experiments revealed that the loss of oxidative capacity following denervation is not caused by production of soluble inhibitors by degenerating muscle. Oxidative metabolism, as measured by 14CO2 evolution, recovered during reinnervation. Surprisingly, the specific activity in reinnervated muscles displayed an "overshoot" of approximately 50%, which returned to control by day 60, possibly reflecting increased energy demand by the growing muscle. The time-course of the denervation-mediated change indicates that altered oxidative capacity is secondary to events that initiate denervation changes in muscle. Nevertheless, diminished oxidative capacity may be of considerable metabolic significance in denervated muscle.

A possible role for glucocorticoids in denervation atrophy.

Skeletal muscle atrophies after denervation. Glucocorticoids also cause skeletal muscle to atrophy. The data presented in this report demonstrate that after denervation there is a significant increase in the number of glucocorticoid receptors in the cytosol of skeletal muscle of rats. The results are consistent with the hypothesis that a skeletal muscle atrophies after denervation because it becomes hypersensitive to glucocorticoids.

Adrenalectomy eliminates both fiber-type differences and starvation effects on denervated muscle.

This report describes changes in muscle mass of innervated and denervated pairs of muscles taken from intact and adrenalectomized 250-g male Sprague-Dawley rats provided with different diets. Diets ranged from a nutritionally complete liquid diet to starvation (water only). In the intact animals, muscles with a more tonic character (soleus) are less sensitive to starvation than are muscles with a more phasic character (extensor digitorum longus), whereas the opposite is true of denervation. In the intact animals, starvation greatly increased the amount of atrophy following denervation. In the adrenalectomized animals, starvation had no effect on the amounts of atrophy following denervation. Furthermore, adrenalectomy virtually eliminated the fiber-type differences in the amount of atrophy following denervation. In addition, a comparison between denervated muscles from intact animals and adrenalectomized animals subjected to starvation demonstrates that all denervated muscles from the adrenalectomized animals atrophy less. Finally, it was observed that although an adrenalectomized animal can tolerate 6 days of starvation, an adrenalectomized-castrated animal cannot tolerate even short periods of starvation. The difference appears to be due to low amounts of corticosterone of testicular origin.

Glucocorticoid sites in skeletal muscle: adrenalectomy, maturation, fiber type, and sex.

The glucocorticoid receptor population in skeletal muscle of the rat was examined. Data are included that address the following: tissue preparation, receptor stabilization, method of assay and analysis, cross-reactivity of a large variety of steroids, time to equilibrium, and the effect of adrenalectomy on the number of sites as well as the apparent binding affinity. In addition, we have observed the following: 1) an exponential decline in the concentration of sites from 27 to 160 days after birth; 2) a significantly higher concentration of sites in muscle from male animals as compared with female animals; and 3) a significantly higher concentration of sites in the slow-fiber soleus muscle as compared with the fast-fiber extensor digitorum longus muscle.

Increased content of glucocorticoid receptors in mouse muscular dystrophy.

An analysis of the glucocorticoid receptor population of skeletal muscle and liver from dystrophic and control mice was performed. These data demonstrate that the cytosol of muscles from dystrophic animals contain a significantly higher concentration of glucocorticoid receptors (approximately 100%) relative to the cytosols of muscles from control mice. No differences in the glucocorticoid receptor population was noted in the livers removed from these animals. These data are consistent with previous observations on the chicken dystrophic model, and may suggest a general phenomenon associated with dystrophy regardless of species or type.

Muscle and thymus cell-free glucocorticoid receptor systems are different.

The stability of the glucocorticoid receptor population in thymus cytosol prepared in a molybdate containing buffer was examined. Stability was initially assessed by an association time course. Those experiments demonstrated a slow decline in receptor specific binding, beginning at about eight hours of incubation at 4 degrees C. Stability was further assessed with a forward and reverse isotherm. The presence of hysteresis when the forward (association) and reverse (dissociation) isotherms were compared demonstrates that some element of the system either does not reach or does not maintain a stable state. A comparison with studies in muscle indicates that either the receptors or some component(s) of the cell free systems from thymus and muscle are different. Furthermore, equilibrium binding characteristics examined in thymus cytosols prepared in a molybdate buffer may be questionable due to instability in the receptor population.

Molar quantification of specific messenger ribonucleic acid expression in northern hybridization using cRNA standards.

Procedures were developed for estimation of specific mRNA expression as measured by Northern hybridization in terms of moles of message present in tissue samples. These procedures use an externally added cRNA pseudomessage standard with cRNA concentration curves for both the standard and the message of experimental interest in order to convert hybridization signals into moles of message per milligram wet weight of tissue. We present a test of these procedures using hybridization to the message for the glucocorticoid-inducible enzyme tyrosine aminotransferase in rat liver. These procedures accommodate for variations in both RNA yield and hybridization signal intensities, and are applicable to the measurement of changes in message expression of twofold or more using triplicate determinations of a single RNA preparation. This approach allows for the integration of data from many individual hybridization experiments, and may be useful in experimental situations that involve population studies and/or long-term comparisons of treatments.

Quantification of iNOS mRNA with reverse transcription polymerase chain reaction directly from cell lysates.

Inducible nitric oxide synthase (iNOS) is a member of a family of primary inflammatory response genes. Quantitative measurement of iNOS mRNA levels is important for the study of gene expression of this enzyme during the process of inflammation. We report here a method for quantitative measurement of iNOS mRNA levels with rtPCR directly from cells lysed with a single step phenol/chloroform/ether extraction. Using a mouse macrophage cell line, J774.2, which expresses iNOS mRNA upon LPS + IFN-gamma treatment as the model, the effects of the extraction on iNOS mRNA recovery and cytosolic RNase removal have been studied. The cells are lysed and RNases denatured and removed by phenol/chloroform extraction. Trace amounts of the phenol partitioned in the samples are then removed by ether extraction. After the extraction, the samples can be used directly for reverse transcription and PCR without further purification of RNA. The recovery of specific mRNA is not affected by the extraction procedure and externally added iNOS cRNA shows no degradation by the extracted cell lysates. Measurement of iNOS mRNA with this procedure is linear using serially double-diluted cells in the range from 94 to 6000 cells. The efficiencies of rtPCR of iNOS wild-type and deletion cRNAs are also compared in our study. By controlling the molecular size of the deletion construct to within 10% of that of the wild type and maintaining PCR cycling below 25 cycles, the rtPCR efficiencies of iNOS wild type and deletion are identical. The detection of rtPCR products is enhanced by hybridization with specific probes. Under these conditions, iNOS mRNA concentration can directly be calculated from the internal standard in each tube without a standard curve. We conclude that our procedure provides an accurate method for quantitative measurement of iNOS mRNA from limited amount of cells without complete RNA isolation.

Fourth-generation model for corticosteroid pharmacodynamics: a model for methylprednisolone effects on receptor/gene-mediated glucocorticoid receptor down-regulation and tyrosine aminotransferase induction in rat liver.

A fourth-generation pharmacokinetic/pharmacodynamic (PK/PD) model for receptor/genemediated effects of corticosteroids was developed. Male adrenalectomized Wistar rats received a 50 mg/kg i.v. bolus dose of methylprednisolone (MPL). Plasma concentrations of MPL, hepatic glucocorticoid receptor (GR) messenger RNA (mRNA) and GR density, tyrosine amino-transferase (TAT) mRNA, and TAT activity in liver were determined at various time points up to 72 hr after MPL dosing. Down-regulation of GR mRNA and GR density were observed: GR mRNA level declined to 45-50% of the baseline in 8-10 hr, and slowly returned to predose level in about 3 days; GR density fell to 0 soon after dosing and returned to the baseline in two phases. The first phase, occurring in the first 10 hr, entailed recovery from 0 to 30%. The second phase was parallel to the GR mRNA recovery phase. Two indirect response models were applied for GR mRNA dynamics regulated by activated steroid-receptor complex. A full PK/PD model for GR mRNA/GR down-regulation was proposed, including GR recycling theory. TAT mRNA began to increase at about 1.5 hr, reached the maximum at about 5.5 hr, and declined to the baseline at about 14 hr after MPL dosing. TAT induction followed a similar pattern with a delay of about 1-2 hr. A transcription compartment was applied as one of the cascade events leading to TAT mRNA and TAT induction. Pharmacodynamic parameters were obtained by fitting seven differential equations piecewise using the maximum likelihood method in the ADAPT II program. This model can describe GR down-regulation and the precursor/product relationship between TAT mRNA and TAT in receptor/gene-mediated corticosteroid effects.

Cellular mechanisms of renal adaptation of sodium dependent sulfate cotransport to altered dietary sulfate in rats.

The renal transport and fractional reabsorption of inorganic sulfate is altered under conditions of sulfate deficiency or excess. The objective of this study was to examine the cellular mechanisms of adaptation of renal sodium/sulfate cotransport after varying dietary intakes of a sulfur containing amino acid, methionine. Female Lewis rats were divided into four groups and fed diets containing various concentrations of methionine (0, 0.3, 0.82 and 2.46%) for 8 days. Urinary excretion rates and renal clearance of sulfate were significantly decreased in the animals fed a 0% methionine diet or a 0.3% methionine diet, and significantly increased in the animals fed a 2.46% methionine diet when evaluated on days 4 and 7. Serum sulfate concentrations were unchanged by diet treatment in all animals. The fractional reabsorption of sulfate was significantly increased in the animals fed the 0% methionine diet and the 0.3% methionine diets, and decreased in the animals fed the 2.46% methionine diet. Increased mRNA and protein levels for the sodium/sulfate transporter (NaSi-1) were found in the kidney cortex following treatment with the 0 and 0.3% methionine diet groups. Sulfate homeostasis by renal reabsorption is maintained by an up-regulation of steady state levels of NaSi-1 mRNA and protein when the diet is low in methionine.

Third-generation model for corticosteroid pharmacodynamics: roles of glucocorticoid receptor mRNA and tyrosine aminotransferase mRNA in rat liver.

A third-generation pharmacokinetic/pharmacodynamic model was proposed for receptor/gene-mediated corticosteroid effects. The roles of the messenger RNA (mRNA) for the glucocorticoid receptor (GR) in hepatic GR down-regulation and the mRNA for hepatic tyrosine aminotransferase (TAT) induction by methylprednisolone (MPL) were examined. Male adrenalectomized Wistar rats received 50 mg/kg MPL iv. Blood and liver samples were collected at various time points for a period of 18 hr. Plasma concentrations of MPL, free hepatic cytosolic GR densities, GR mRNA, TAT mRNA, and TAT activities in liver were determined. Plasma MPL profile was biexponential with a terminal t1/2 of 0.57 hr. Free hepatic GR density rapidly disappeared from cytoplasm after the MPL dose and then slowly returned to about 60% of starting level after 16 hr. Meanwhile, GR mRNA level fell to 45% of baseline within 2 hr postdosing, and remained at that level for at least 18 hr. The GR down-regulation of GR mRNA and protein turnover rate were modeled. The TAT mRNA began to increase at about 2 hr, reached a maximum at about 5 hr, and declined to baseline by 14 hr. TAT induction followed a similar pattern, except the induction was delayed about 0.5 hr. Pharmacodynamic parameters were obtained by fitting seven differential equations in a piecewise fashion. The cascade of corticosteroid steps were modeled by a series of inductions for steroid-receptor-DNA complex, two intermediate transit compartments, TAT mRNA, and TAT activity. Results indicate that GR mRNA and TAT mRNA are major controlling factors for the receptor/gene-mediated effects of corticosteroids.

Age- and growth hormone-induced alterations in renal sulfate transport.

The effects of growth hormone (GH) treatment on renal sodium sulfate cotransport (NaSi-1) were studied in adult (9-10 months) and old (22-23 months) male Fischer 344 rats. All animals received twice-daily s.c. injections of recombinant human GH (hGH; 4 mg/kg) for up to 6 days. Animals were sacrificed by exsanguination on days 0, 1, 2, 3, 4, 5, and 6. Kidneys were removed, and kidney cortex was trimmed immediately and used for RNA and membrane preparations. Plasma hGH concentrations were significantly lower in old rats during the hGH treatment (P <.05). Insulin-like growth factor-I (IGF-I) levels were significantly increased and remained stable after day 2 of hGH treatment in both age groups (P <.05). There was no significant difference in plasma IGF-I levels between age groups. Plasma IGF-I binding protein 3 (IGFBP-3) concentrations were significantly higher in 9- to 10-month-old rats compared with that in 22- to 23-month-old animals (P <.001). There were no significant differences in plasma IGFBP-3 concentrations between days of hGH treatment. The NaSi-1 mRNA levels were significantly lower in 22- to 23-month-old rats compared with that in 9- to 10-month-old animals (P <.001). The NaSi-1 mRNA levels were significantly increased on days 2 and 3 of hGH treatment (P <.05) and then gradually decreased to the control value. The NaSi-1 protein levels in old animals (22-23 months) were also significantly lower than that of 9- to 10-month-old animals and were significantly increased from day 2 of hGH treatment, reaching a maximum level on day 3 or 4 and then returning to the baseline level in both age groups. From these results, it was concluded that 1) NaSi-1 mRNA and protein levels are lower in old animals and increase in both adult and aged rats after hGH treatment, 2) plasma IGF-I levels are similar in adult and aged rats and increase after hGH treatment, and 3) plasma IGFBP-3 levels are lower in old rats and remain unchanged after hGH treatment.

Pharmacokinetic/Pharmacodynamic models for corticosteroid receptor down-regulation and glutamine synthetase induction in rat skeletal muscle by a Receptor/Gene-mediated mechanism.

Muscle wasting and excessive fat deposition are side effects attendant to chronic corticosteroid treatment. Corticosteroid immunosuppression is necessary in circumstances such as transplantation. Pharmacokinetic/pharmacodynamic (PK/PD) modeling was used to help elucidate the relationships between the events in the molecular cascade that result in muscle wasting and fat deposition by corticosteroids. Specifically, the relationships for receptor/gene-mediated effects that result in increased glutamine synthetase (GS) activity in skeletal muscle were quantitatively analyzed after an i.v. bolus dose of 50 mg/kg methylprednisolone in male adrenalectomized Wistar rats. Profiles of methylprednisolone pharmacokinetics, glucocorticoid receptor density, and its mRNA, GS mRNA, and GS activity in gastrocnemius muscles were determined. The results were used to develop PK/PD models using differential equations in the ADAPT II program. Two indirect response models were tested for the dynamics of glucocorticoid receptor mRNA regulation by activated steroid/receptor complex. Both reduction in message synthesis and message destabilization may be involved but with some tissue specificity. The recovery of active receptor after down-regulation is biphasic. The initial recovery may involve receptor recycling from the nucleus, whereas the later phase may involve de novo synthesis of new receptor protein. The nuclear events and GS mRNA/GS induction in rat skeletal muscle show sequential relationships for each component for corticosteroid actions. The PK/PD models provide mechanism-based methods of quantifying complex processes in receptor/gene-mediated enzyme induction featuring the characteristics of time delay and possible nonlinearity in intact tissues.

Dose-dependence and repeated-dose studies for receptor/gene-mediated pharmacodynamics of methylprednisolone on glucocorticoid receptor down-regulation and tyrosine aminotransferase induction in rat liver.

Dose-dependent and repeated-dose effects of methylprednisolone (MPL) on down-regulation of glucocorticoid receptor messenger RNA (GR mRNA) and GR density, as well as tyrosine aminotransferase (TAT) mRNA and TAT induction by receptor/gene-mediated mechanisms in rat liver were examined. A previously developed pharmacokinetic/pharmacodynamic (PK/PD) model was used to design these studies which sought to challenge the model. Three groups of male adrenalectomized Wistar rats received MPL by i.v. injection: low-dose (10 mg/kg at Time 0), high-dose (50 mg/kg at Time 0), and dual-dose (50 mg/kg at Time 0 and 24 hr). Plasma concentrations of MPL, and hepatic content of free GR, GR mRNA, TAT mRNA, and TAT activity were determined. The P-Pharm program was applied for population analysis of MPL PK revealing low interindividual variation in CL and Vc values (3-14%). Two indirect response models were applied to test two competing hypotheses for GR mRNA dynamics. Indirect Pharmacodynamic Response Model I (Model A) where the complex in the nucleus decreases the transcription rate of GR mRNA better described GR mRNA/GR down-regulation. Levels of TAT mRNA began to increase at 1-2 hr, reached a maximum at 5-6 hr, and declined to the baseline at 12-14 hr after MPL dosing. The induction of TAT activity followed a similar pattern with a delay of about 1-2 hr. The low-dose group had 50-60% of the TAT mRNA and TAT induction compared to the high-dose group. Since the GR density returned to about 70% of the baseline level before the second 50 mg/kg dose at 24 hr, tolerance was found for TAT mRNA/TAT induction where only 50-60% of the initial responses were produced. Our fourth-generation model describes the dose dependence and tolerance effects of TAT mRNA/TAT induction by MPL involving multiple-step signal transduction controlled by the steroid regimen, free GR density, and GR occupancy. This model may provide the foundation for studying other induced proteins or enzymes mediated by the similar receptor/nuclear events.