ABSTRACT
Estradiol-17ß (E2) and aromatase inhibitor (AI) exposure can change the phenotypic sex of fish gonads. To investigated whether alterations in DNA methylation is involved in this process, the level of genome-wide DNA methylation in Takifugu rubripes gonads was quantitatively analyzed during the E2-induced feminization and AI-induced masculinization processes in this study. The methylation levels of the total cytosine (C) in control-XX(C-XX), control-XY (C-XY), E2-treated-XY (E-XY) and AI-treated-XX (AI-XX) were 9.11%, 9.19%, 8.63% and 9.23%, respectively. In the C-XX vs C-XY comparison, 4,196 differentially methylated regions (DMRs) overlapped with the gene body of 2,497 genes and 608 DMRs overlapped with the promoter of 575 genes. In the E-XY vs C-XY comparison, 6,539 DMRs overlapped with the gene body of 3,416 genes and 856 DMRs overlapped with the promoter of 776 genes. In the AI-XX vs C-XX comparison, 2,843 DMRs overlapped with the gene body of 1,831 genes and 461 DMRs overlapped with the promoter of 421 genes. Gonadal genomic methylation mainly occurred at CG sites and the genes that overlapped with DMRs on CG context were most enriched in the signaling pathways related to gonad differentiation, such as the Wnt, TGF-ß, MAPK, CAM and GnRH pathways. The DNA methylation levels of steroid synthesis genes and estrogen receptor genes promoter or gene body were negative correlated with their expression. After bisulfite sequencing verification, the DNA methylation level of the amhr2 promoter in XY was increased after E2 treatment, which consistent with the data from the genome-wide DNA methylation sequencing. In C-XY group, the expression of amhr2 was significantly higher than that in E-XY (p < 0.05). Additionally, dnmt1, which is responsible for methylation maintenance, expressed at similar level in four groups (p > 0.05). dnmt3, tet2, and setd1b, which were responsible for methylation modification, expressed at significantly higher levels in E-XY compared to the C-XY (p < 0.05). Dnmt3 and tet2 were expressed at significantly higher levels in AI-XX than that in C-XX (p < 0.05). These results indicated that E2 and AI treatment lead to the aberrant genome-wide DNA methylation level and expression level of dnmt3, tet2, and setd1b in T. rubripes gonad.
Subject(s)
Aromatase Inhibitors , DNA Methylation , Animals , Aromatase Inhibitors/pharmacology , Aromatase Inhibitors/metabolism , Takifugu/genetics , Sex Differentiation/genetics , Gonads/metabolismABSTRACT
BACKGROUND: Sex determination and differentiation are complex and delicate processes. In female chickens, the process of sex differentiation is sensitive and prone to be affected by the administration of aromatase inhibitors, which result in chicken sex reversal and infertility. However, the molecular mechanisms underlying sex differentiation and infertility in chicken sex reversal remain unclear. Therefore, we established a sex-reversed chicken flock by injecting an aromatase inhibitor, fadrozole, and constructed relatively high-resolution profiles of the gene expression and chromatin accessibility of embryonic gonads. RESULTS: We revealed that fadrozole affected the transcriptional activities of several genes, such as DMRT1, SOX9, FOXL2, and CYP19A1, related to sex determination and differentiation, and the expression of a set of gonadal development-related genes, such as FGFR3 and TOX3, by regulating nearby open chromatin regions in sex-reversed chicken embryos. After sexual maturity, the sex-reversed chickens were confirmed to be infertile, and the possible causes of this infertility were further investigated. We found that the structure of the gonads and sperm were greatly deformed, and we identified several promising genes related to spermatogenesis and infertility, such as SPEF2, DNAI1, and TACR3, through RNA-seq. CONCLUSIONS: This study provides clear insights into the exploration of potential molecular basis underlying sex differentiation and infertility in sex-reversed chickens and lays a foundation for further research into the sex development of birds.
Subject(s)
Chickens , Infertility , Chick Embryo , Animals , Female , Male , Chickens/genetics , Sex Differentiation/genetics , Fadrozole/metabolism , Fadrozole/pharmacology , Chromatin Immunoprecipitation Sequencing , RNA-Seq , Sex Determination Processes , Semen , Gonads/metabolism , Aromatase Inhibitors/metabolism , Chromatin/genetics , Chromatin/metabolism , Infertility/genetics , Infertility/metabolism , Gene Expression Regulation, DevelopmentalABSTRACT
Exemestane (EXE) is used to treat postmenopausal women diagnosed with estrogen receptor positive (ER+) breast cancer. A major mode of metabolism of EXE and its active metabolite, 17ß-dihydroexemestane, is via glutathionylation by glutathione-S-transferase (GST) enzymes. The goal of the present study was to investigate the effects of genetic variation in EXE-metabolizing GST enzymes on overall EXE metabolism. Ex vivo assays examining human liver cytosols from 75 subjects revealed the GSTA1 *B*B genotype was associated with significant decreases in S-(androsta-1,4-diene-3,17-dion-6α-ylmethyl)-L-glutathione (P = 0.034) and S-(androsta-1,4-diene-17ß-ol-3-on-6α-ylmethyl)-L-gutathione (P = 0.014) formation. In the plasma of 68 ER+ breast cancer patients treated with EXE, the GSTA1 *B*B genotype was associated with significant decreases in both EXE-cysteine (cys) (29%, P = 0.0056) and 17ß-DHE-cys (34%, P = 0.032) as compared with patients with the GSTA1*A*A genotype, with significant decreases in EXE-cys (Ptrend = 0.0067) and 17ß-DHE-cys (Ptrend = 0.028) observed in patients with increasing numbers of the GSTA1*B allele. A near-significant (Ptrend = 0.060) trend was also observed for urinary EXE-cys levels from the same patients. In contrast, plasma and urinary 17ß-DHE-Gluc levels were significantly increased (36%, P = 0.00097 and 52%, P = 0.0089; respectively) in patients with the GSTA1 *B*B genotype. No significant correlations were observed between the GSTM1 null genotype and EXE metabolite levels. These data suggest that the GSTA1*B allele is associated with interindividual differences in EXE metabolism and may play a role in interindividual variability in overall response to EXE. SIGNIFICANCE STATEMENT: The present study is the first comprehensive pharmacogenomic investigation examining the role of genetic variability in GST enzymes on exemestane metabolism. The GSTA1 *B*B genotype was found to contribute to interindividual differences in the metabolism of EXE both ex vivo and in clinical samples from patients taking EXE for the treatment of ER+ breast cancer. Since GSTA1 is a major hepatic phase II metabolizing enzyme in EXE metabolism, the GSTA1*B allele may be an important biomarker for treatment outcomes and toxicities.
Subject(s)
Aromatase Inhibitors , Breast Neoplasms , Alleles , Androstadienes/pharmacology , Androstadienes/therapeutic use , Aromatase Inhibitors/metabolism , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Cytosol/metabolism , Female , Glutathione , Glutathione Transferase/genetics , Humans , Liver/metabolismABSTRACT
The abnormal expression of aromatase is associated with the occurrence and development of a variety of neurological diseases and tumors. A series of 18F-labeled and 68Ga-labeled potential aromatase-binding candidate compounds were designed and synthesized based on the structures of aromatase inhibitors. Competitive inhibition experiments in vitro and molecular docking showed that BIBD-069 and BIBD-071 have high affinity for aromatase. The radiolabeling conditions of [18F]BIBD-069 and [18F]BIBD-071 were simple, and the yields were high. Biodistribution and in vivo inhibition experiments confirmed that [18F]BIBD-069 and [18F]BIBD-071 specifically bind to aromatase. [18F]BIBD-069 and [18F]BIBD-071 selectively imaged the amygdala and nucleus of the stria terminalis, which is similar to the imaging result of [11C]vorozole. Radiometabolites of [18F]BIBD-069 and [18F]BIBD-071 did not bind to aromatase and interfered with brain imaging. MicroPET-CT imaging further confirmed that [18F]BIBD-069 and [18F]BIBD-071 can specifically bind to aromatase and were not defluorinated in vivo. Given that [18F]BIBD-069 and [18F]BIBD-071 exhibit excellent aromatase binding affinities, mild radiolabeling conditions, and good pharmacokinetics, they can be important tools for the diagnosis and treatment of aromatase-related diseases.
Subject(s)
Aromatase , Positron-Emission Tomography , Aromatase/metabolism , Aromatase Inhibitors/metabolism , Aromatase Inhibitors/pharmacology , Fluorine Radioisotopes/chemistry , Molecular Docking Simulation , Positron-Emission Tomography/methods , Tissue DistributionABSTRACT
Breast cancer, emerging malignancy is common among women due to overexpression of estrogen. Estrogens are biosynthesized from androgens by aromatase, a cytochrome P450 enzyme complex, and play a pivotal role in stimulating cell proliferation. Therefore, deprivation of estrogen by blocking aromatase is considered as the effective way for the inhibition and treatment of breast cancer. In recent years, various non-steroidal heterocyclic functionalities have been extensively developed and studied for their aromatase inhibition activity. This review provides information about the structural-activity relationship of heterocycles (Type II) towards aromatase. This aids the medicinal chemist around the significance of different heterocyclic moieties and helps to design potent aromatase inhibitors.
Subject(s)
Aromatase Inhibitors/chemistry , Aromatase/metabolism , Heterocyclic Compounds/chemistry , Aromatase/chemistry , Aromatase Inhibitors/metabolism , Aromatase Inhibitors/therapeutic use , Breast Neoplasms/drug therapy , Breast Neoplasms/pathology , Drug Design , Estrogens/metabolism , Female , Heterocyclic Compounds/metabolism , Heterocyclic Compounds/therapeutic use , Humans , Structure-Activity RelationshipABSTRACT
A large number of world women populations are suffering from breast cancer. It is increasing day by day that is quite alarming. The major reason behind breast tumors is upregulation of estrogen which is dependent on aromatase. Aromatase inhibitors (AIs) have opened up a new era to combat the battle against estrogen-mediated breast cancer. Despite several advantages, various adverse effects have limited the use of AIs. Therefore, it is still a demanding and challenging job to design selective AIs with fewer adverse effects. In this article, comparative quantitative structure-activity relationship (QSAR) study of steroidal aromatase inhibitors (SAIs) have been discussed in details to get an insight into the structural and physicochemical properties of SAIs controlling the aromatase inhibitory activity. This study reflects that SAIs should possess smaller shape and size with less bulky substituents having lesser polarity and less steric effect along with greater hydrophobicity for the higher aromatase inhibitory activity. This study will obviously shed light into the newer idea for the medicinal chemists to design and discover novel, effective and less toxic SAIs to combat the life-threatening breast cancer as well as to initiate a modern era in breast cancer drug discovery.
Subject(s)
Antineoplastic Agents/therapeutic use , Aromatase Inhibitors/therapeutic use , Breast Neoplasms/drug therapy , Estrogens/metabolism , Animals , Antineoplastic Agents/chemistry , Antineoplastic Agents/metabolism , Aromatase/metabolism , Aromatase Inhibitors/chemistry , Aromatase Inhibitors/metabolism , Breast Neoplasms/metabolism , Humans , Molecular Docking Simulation , Molecular Structure , Quantitative Structure-Activity RelationshipABSTRACT
BACKGROUND AND OBJECTIVE: Topoisomerase TOP-IIA (TTOP-IIA) is widely used as a significant target for cancer therapeutics because of its involvement in cell proliferation. Steroidal drugs have been suggested for breast cancer treatment as aromatase enzymes inhibitors . TTOP-IIA inhibitors can be used as a target for the development of new cancer therapeutics. MATERIALS AND METHODS: In this study, we conducted a docking study on steroidal drugs Anastrozole (ANA), Letrozole (LET), and exemestane (EXE) with TTOP-IIA to explore the therapeutic area of these drugs. RESULTS: The binding interaction of EXE drug had significant docking interaction which is followed by ANA and LET. Thus, all these drugs could be used to inhibit the TTOP-IIA mediated cell proliferation and could be a hope to treat the other types of cancers. Among all three tested steroidal drugs, EXE showed binding energy -7.05 kcal/mol, hydrogen bond length1.78289 Å and amino acid involved in an interaction was A: LYS723:HZ3 -: UNK1:O6. CONCLUSION: The obtained data showed the most significant binding interaction analyzed with the tested enzyme. Thus, in vitro laboratory experimentation and in vivo research are necessary to put forward therapeutic repositioning of these drugs to establish them as a broad spectrum potential anticancer drugs.
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Subject(s)
Antineoplastic Agents/chemistry , Antineoplastic Agents/metabolism , Aromatase Inhibitors/chemistry , Aromatase Inhibitors/metabolism , Breast Neoplasms/drug therapy , DNA Topoisomerases, Type II/chemistry , DNA Topoisomerases, Type II/metabolism , Anastrozole/chemistry , Anastrozole/metabolism , Androstadienes/chemistry , Androstadienes/metabolism , Breast Neoplasms/enzymology , Breast Neoplasms/pathology , Computer Simulation , Female , Humans , Letrozole/chemistry , Letrozole/metabolism , Protein ConformationABSTRACT
We assessed the toxic effects of benzo[a]pyrene (BaP) on cell viability, aromatase (Aro) activity and steroid production using ovarian and brain cell cultures obtained from Mullet, Liza klunzingeri. The brain and ovary were minced and digested, and the cells were suspended in Leibovitz's L-15 medium supplemented with 15% and 20% fetal bovine serum. The cell suspensions were seeded on 25-cm2 cell-culture flasks at 1 × 106 cells/mL and incubated at 25 °C for 2 weeks. A BaP concentration of 10-5 mol/L was accepted as the half-maximal inhibitory concentration. Ovarian and brain cells were exposed to different concentrations of BaP [0 (control), 10-6 , 2 × 10-6 , 3 × 10-6 mol/L] and incubated at 30 °C. At different sampling times (0, 12, 24 and 48 h) 40 ng/105 cells of 1,4,6-androstatriene-3,17-dione (ATD) was added to each well. Aro activity, 17ß-estradiol (E2) and ATD production were determined. The sensitivity of the cultivated ovarian and brain cells to BaP increased dose dependently. BaP was a potent inhibitor of Aro activity at 2 × 10-6 and 3 × 10-6 mol/L, both in the cultivated brain and ovarian cells at different sampling times, with 10-6 mol/L BaP found to be the least potent Aro inhibitor. E2 production decreased from cultivated ovarian and brain cells treated by different concentrations of BaP. In conclusion, BaP is able to change the activity of Aro and disrupt the biosynthesis of estrogens, and thus affects reproduction in fish.
Subject(s)
Aromatase Inhibitors/metabolism , Aromatase/metabolism , Benzo(a)pyrene/toxicity , Brain/drug effects , Cell Survival/drug effects , Ovary/drug effects , Smegmamorpha/metabolism , Water Pollutants, Chemical/toxicity , Animals , Brain/metabolism , Cells, Cultured/drug effects , Female , Ovary/metabolism , Water Pollutants, Chemical/metabolismABSTRACT
Testolactone is a potent steroid aromatase (CYP19A1) inhibitor, and its main effect is a reduction in estradiol and estrone and an increase in testosterone and androstenedione levels. In this work, we evaluated a zebrafish water tank (ZWT) as a model to investigate testolactone biotransformation and the possibility to increase knowledge regarding the applicability of the ZWT on steroid hormone elimination research, as well as on the impact of steroid hormones on the endogenous metabolism of zebrafish. High-resolution mass spectrometry combined with SIEVE software was used to discriminate the peaks of interest based on significant changes in the relative signal intensity of the m/z values between different ZWT experiments. The metabolites, 4,5-dihydrotestolactone and 1,2,4,5-tetrahydrotestolactone, the same metabolites as those described in humans, were detected in ZWT, both in quite similar proportions. The presence of testolactone in the ZWT caused a rise in testosterone and androstenedione in the water tank, similar to that in human serum. These data suggest that, while the concentration of testolactone was high enough to inhibit the aromatase enzyme, an accumulation of androgens in the water occurred, indicating that the ZWT can be considered a model to investigate the impact of steroids on live organisms.
Subject(s)
Aromatase Inhibitors/metabolism , Testolactone/metabolism , Zebrafish/metabolism , Animals , Biotransformation , Gonadal Steroid Hormones , Testolactone/analogs & derivativesABSTRACT
A library of bis-sulfonamides (9-26) were synthesized and tested for their aromatase inhibitory activities. Interestingly, all bis-sulfonamide derivatives inhibited the aromatase with IC50 range of 0.05-11.6⯵M except for compound 23. The analogs 15 and 16 bearing hydrophobic chloro and bromo groups exhibited the potent aromatase inhibitory activity in sub-micromolar IC50 values (i.e., 50 and 60â¯nM, respectively) with high safety index. Molecular docking revealed that the chloro and bromo benzenesulfonamides (15 and 16) may play role in the hydrophobic interaction with Leu477 of the aromatase to mimic steroidal backbone of the natural substrate, androstenedione. QSAR study also revealed that the most potent activity of compounds was governed by van der Waals volume (GATS6v) and mass (Mor03m) descriptors. Finally, the two compounds (15 and 16) were highlighted as promising compounds to be further developed as novel aromatase inhibitors.
Subject(s)
Aromatase Inhibitors/pharmacology , Sulfonamides/pharmacology , Aromatase/chemistry , Aromatase/metabolism , Aromatase Inhibitors/chemical synthesis , Aromatase Inhibitors/metabolism , Binding Sites , Cell Line, Tumor , Humans , Molecular Docking Simulation , Molecular Structure , Protein Binding , Quantitative Structure-Activity Relationship , Small Molecule Libraries/chemical synthesis , Small Molecule Libraries/metabolism , Small Molecule Libraries/pharmacology , Sulfonamides/chemical synthesis , Sulfonamides/metabolismABSTRACT
RATIONALE: The selection of the most appropriate metabolites of the substances included in the Prohibited List of the World Anti-Doping Agency (WADA) is fundamental for setting up methods allowing the detection of their intake by mass spectrometric methods. The aim of this work is to investigate the metabolism of arimistane (an aromatase inhibitor included in the WADA list) in order to improve its detection capacity among the antidoping community. METHODS: Urinary samples collected after controlled single administration of arimistane in three healthy volunteers were analysed using the common routine sample preparation in antidoping laboratories to determine the steroid profile parameters considered in the steroid module of the Athlete Biological Passport by gas chromatography coupled to tandem mass spectrometry (GC/MS/MS). For the elucidation of the proposed metabolites, GC coupled to high-accuracy MS (GC/qTOFMS) was used. Both mass spectrometers were operated in electron ionization mode. Non-conjugated (free), glucuronated and sulfated fractions were analysed separately. RESULTS: No relevant effects on the steroid profile could be detected after a single oral dose (25 mg). Up to 15 metabolites, present only in the post-administration samples, were detected and some structures were postulated. These metabolites are mainly excreted as glucuro-conjugated into urine and only minor amounts of two metabolites are also excreted unconjugated or as sulfates. CONCLUSIONS: Arimistane itself was not observed in the free or glucuronated fractions, but only in the sulfate fraction. The peaks showing mass spectra in agreement with hydroxylated metabolites did not match with those for 7-keto-DHEA, 7α- or 7ß-hydroxy-DHEA. This suggests that the first hydroxylation did not occur on C3, but on C2. These newly described metabolites allow the specific detection of arimistane misuse in sports.
Subject(s)
Aromatase Inhibitors/urine , Gas Chromatography-Mass Spectrometry/methods , Substance Abuse Detection/methods , Adult , Aromatase Inhibitors/metabolism , Doping in Sports , Female , Humans , Male , Middle Aged , Steroids/metabolism , Steroids/urine , Tandem Mass Spectrometry/methods , Urine/chemistryABSTRACT
Estrogens play important roles in regulating brain development, brain function, and behavior. Many studies have evaluated these effects using ovariectomized (OVX) rats or mice with different doses of estrogen replacement, assuming that estradiol levels in all regions of the brain are the same as levels achieved in the serum. It is well known, however, that the brain contains all the enzymes necessary to produce estrogens, and that estrogen levels in the brain are determined by both systemic and local production and are region-specific. The present study conducted a detailed analysis of the relationship between systemic levels of 17-ß-estradiol (E2) achieved by estrogen replacement and levels achieved in specific regions of the brain. Levels of E2 were measured in both brain and serum in OVX rats treated with different doses of estradiol benzoate (EB) using a novel and recently validated UPLC-MS/MS method. Results confirmed significantly higher levels of E2 in the brain than in serum in brain regions known to contain aromatase (ARO) activity, both in OVX controls and in rats treated with physiological doses of EB. Additional studies compared the level of E2 and testosterone (T) in the brain and serum between testosterone propionate (TP) treated OVX and male. This demonstrated higher levels of E2 in certain brain regions of males than in TP treated OVX females even though T levels in the brain and serum were similar between the two groups. Studies also demonstrated that the differences between serum and brain levels of E2 can be eliminated by letrozole (ARO inhibitor) treatment, which indicates that the differences are due to local ARO activity. Collectively the results provide a detailed analysis of brain region-specific E2 concentrations in OVX, E2-, and T-treated rats and demonstrate the degree to which these concentrations are ARO-dependent.
Subject(s)
Brain/metabolism , Estradiol/analysis , Estradiol/metabolism , Amygdala/drug effects , Amygdala/metabolism , Animals , Aromatase/metabolism , Aromatase Inhibitors/metabolism , Brain/drug effects , Cerebellum/drug effects , Cerebellum/metabolism , Chromatography/methods , Chromatography, Liquid/methods , Estradiol/pharmacology , Estrogen Replacement Therapy , Estrogens , Female , Frontal Lobe/drug effects , Frontal Lobe/metabolism , Hippocampus/drug effects , Hippocampus/metabolism , Letrozole/pharmacology , Male , Preoptic Area/drug effects , Preoptic Area/metabolism , Rats , Rats, Sprague-Dawley , Tandem Mass Spectrometry/methods , Testosterone/pharmacology , Testosterone PropionateABSTRACT
INTRODUCTION: Approximately 50% of locally advanced or metastatic breast cancer (MBC) patients treated with first-line exemestane do not show objective response and currently there are no reliable biomarkers to predict the outcome of patients using this therapy. The constitutive genetic background might be responsible for differences in the outcome of exemestane-treated patients. We designed a prospective study to investigate the role of germ line polymorphisms as biomarkers of survival. PATIENTS AND METHODS: Three hundred two locally advanced or MBC patients treated with first-line exemestane were genotyped for 74 germ line polymorphisms in 39 candidate genes involved in drug activity, hormone balance, DNA replication and repair, and cell signaling pathways. Associations with progression-free survival (PFS) and overall survival (OS) were tested with multivariate Cox regression. Bootstrap resampling was used as an internal assessment of results reproducibility. RESULTS: Cytochrome P450 19A1-rs10046TC/CC, solute carrier organic anion transporter 1B1-rs4149056TT, adenosine triphosphate binding cassette subfamily G member 2-rs2046134GG, fibroblast growth factor receptor-4-rs351855TT, and X-ray repair cross complementing 3-rs861539TT were significantly associated with PFS and then combined into a risk score (0-1, 2, 3, or 4-6 risk points). Patients with the highest risk score (4-6 risk points) compared with ones with the lowest score (0-1 risk points) had a median PFS of 10 months versus 26.3 months (adjusted hazard ratio [AdjHR], 3.12 [95% confidence interval (CI), 2.18-4.48]; P < .001) and a median OS of 38.9 months versus 63.0 months (AdjHR, 2.41 [95% CI, 1.22-4.79], P = .012), respectively. CONCLUSION: In this study we defined a score including 5 polymorphisms to stratify patients for PFS and OS. This score, if validated, might be translated to personalize locally advanced or MBC patient treatment and management.
Subject(s)
Androstadienes/therapeutic use , Antineoplastic Agents, Hormonal/therapeutic use , Aromatase Inhibitors/therapeutic use , Biomarkers, Tumor/genetics , Breast Neoplasms/drug therapy , Adult , Aged , Aged, 80 and over , Aromatase Inhibitors/metabolism , Breast Neoplasms/genetics , Breast Neoplasms/pathology , DNA Repair/genetics , Female , Humans , Male , Middle Aged , Polymorphism, Genetic , Prospective Studies , Receptors, Estrogen/metabolism , Reproducibility of Results , Risk , Signal Transduction/genetics , Survival AnalysisABSTRACT
Aromatase inhibitors with an $\mathrm{IC}_{50}$ IC 50 value ranging from 1.4 to 49.7 µM are known to act as antiepileptic drugs besides being potential breast cancer inhibitors. The aim of the present study is to identify novel antiepileptic aromatase inhibitors with higher activity exploiting the ligand-based pharmacophore approach utilizing the experimentally known inhibitors. The resultant Hypo1 consists of four features and was further validated by using three different strategies. Hypo1 was allowed to screen different databases to identify lead molecules and were further subjected to Lipinski's Rule of Five and ADMET to establish their drug-like properties. Consequently, the obtained 68-screened molecules were subjected to molecular docking by GOLD v5.2.2. Furthermore, the compounds with the highest dock scores were assessed for molecular interactions. Later, the MD simulation was applied to evaluate the protein backbone stabilities and binding energies adapting GROMACS v5.0.6 and MM/PBSA which was followed by the density functional theory (DFT), to analyze their orbital energies, and further the energy gap between them. Eventually, the number of Hit molecules was culled to three projecting Hit1, Hit2, and Hit3 as the potential lead compounds based on their highest dock scores, hydrogen bond interaction, lowest energy gap, and the least binding energies and stable MD results.
Subject(s)
Anticonvulsants , Antineoplastic Agents , Aromatase Inhibitors , Drug Design , Anticonvulsants/chemistry , Anticonvulsants/metabolism , Antineoplastic Agents/chemistry , Antineoplastic Agents/metabolism , Aromatase Inhibitors/chemistry , Aromatase Inhibitors/metabolism , Breast Neoplasms , Computational Biology , Female , Humans , Molecular Docking SimulationABSTRACT
Exemestane (EXE) is an aromatase inhibitor used for the prevention and treatment of estrogen receptor-positive breast cancer. Although the known major metabolic pathway for EXE is reduction to form the active 17ß-dihydro-EXE (17ß-DHE) and subsequent glucuronidation to 17ß-hydroxy-EXE-17-O-ß-D-glucuronide (17ß-DHE-Gluc), previous studies have suggested that other major metabolites exist for exemestane. In the present study, a liquid chromatography-mass spectrometry (LC-MS) approach was used to acquire accurate mass data in MSE mode, in which precursor ion and fragment ion data were obtained simultaneously to screen novel phase II EXE metabolites in urine specimens from women taking EXE. Two major metabolites predicted to be cysteine conjugates of EXE and 17ß-DHE by elemental composition were identified. The structures of the two metabolites were confirmed to be 6-methylcysteinylandrosta-1,4-diene-3,17-dione (6-EXE-cys) and 6-methylcysteinylandrosta-1,4-diene-17ß-hydroxy-3-one (6-17ß-DHE-cys) after comparison with their chemically synthesized counterparts. Both underwent biosynthesis in vitro in three stepwise enzymatic reactions, with the first involving glutathione conjugation. The cysteine conjugates of EXE and 17ß-DHE were subsequently quantified by liquid chromatography-mass spectrometry in the urine and matched plasma samples of 132 subjects taking EXE. The combined 6-EXE-cys plus 6-17ß-DHE-cys made up 77% of total EXE metabolites in urine (vs. 1.7%, 0.14%, and 21% for EXE, 17ß-DHE, and 17ß-DHE-Gluc, respectively) and 35% in plasma (vs. 17%, 12%, and 36% for EXE, 17ß-DHE, and 17ß-DHE-Gluc, respectively). Therefore, cysteine conjugates of EXE and 17ß-DHE appear to be major metabolites of EXE in both urine and plasma.
Subject(s)
Androstadienes/metabolism , Aromatase Inhibitors/metabolism , Breast Neoplasms , Adult , Aged , Aged, 80 and over , Androstadienes/administration & dosage , Androstadienes/blood , Androstadienes/urine , Aromatase Inhibitors/administration & dosage , Aromatase Inhibitors/blood , Aromatase Inhibitors/urine , Breast Neoplasms/blood , Breast Neoplasms/urine , Chromatography, Liquid , Cysteine/metabolism , Female , Glucuronides/metabolism , Humans , Metabolic Detoxication, Phase II , Middle Aged , Tandem Mass SpectrometryABSTRACT
We recently generalized the formerly alignment-dependent multivariate image analysis applied to quantitative structure-activity relationships (MIA-QSAR) method through the application of the discrete Fourier transform (DFT), allowing for its application to noncongruent and structurally diverse chemical compound data sets. Here we report the first practical application of this method in the screening of molecular entities of therapeutic interest, with human aromatase inhibitory activity as the case study. We developed an ensemble classification model based on the two-dimensional (2D) DFT MIA-QSAR descriptors, with which we screened the NCI Diversity Set V (1593 compounds) and obtained 34 chemical compounds with possible aromatase inhibitory activity. These compounds were docked into the aromatase active site, and the 10 most promising compounds were selected for in vitro experimental validation. Of these compounds, 7419 (nonsteroidal) and 89â¯201 (steroidal) demonstrated satisfactory antiproliferative and aromatase inhibitory activities. The obtained results suggest that the 2D-DFT MIA-QSAR method may be useful in ligand-based virtual screening of new molecular entities of therapeutic utility.
Subject(s)
Aromatase Inhibitors/chemistry , Models, Molecular , Antineoplastic Agents/chemistry , Antineoplastic Agents/pharmacology , Aromatase/metabolism , Aromatase Inhibitors/metabolism , Aromatase Inhibitors/pharmacology , Cell Proliferation/drug effects , Cell Survival/drug effects , Fourier Analysis , Humans , Ligands , MCF-7 Cells , Molecular Docking Simulation/methods , Molecular Structure , Multivariate Analysis , Protein Binding , Quantitative Structure-Activity Relationship , Small Molecule Libraries/chemistry , Small Molecule Libraries/pharmacologyABSTRACT
Aromatase inhibitors, which are widely used for the treatment of estrogen-dependent cancers, have been associated with psychiatric side effects ranging from mania to depression. In the present study, we investigated sex differences in the behavioral and neurochemical effects of aromatase inhibition on male and female, sham-operated or gonadectomized adult rats. Three weeks after surgery, rats received chronic treatment with the aromatase inhibitor letrozole or vehicle and were then subjected to the open field test, which assesses general activity. Half of the subjects were subsequently exposed to the stressful procedure of the forced swim test (FST), which is also a test of antidepressant activity. Aromatase activity was analyzed in the hypothalamus and testosterone and corticosterone were assayed in the blood serum of all rats. The hippocampus and prefrontal cortex (PFC) were analyzed for monoamine (noradrenaline, dopamine and serotonin), as well as amino acid (GABA, glutamate, glycine, taurine, alanine and histidine) levels. The observed decrease in hypothalamic aromatase activity confirmed the efficacy of letrozole treatment in both sexes. Moreover, letrozole enhanced testosterone levels in sham-operated females. In the open field test, females were overall more active and explorative than males and gonadectomy eliminated this sex difference. In the FST, females exhibited overall higher immobility than males and gonadectomy further enhanced this passive behavior in both sexes. However, sustained aromatase inhibition had no effect on open field and FST behaviors. Head shakes during FST, which were fewer in females than in males, were reduced by castration in males and by letrozole treatment in ovariectomized females, suggesting a role of testosterone and extra-gonadal estrogens in the expression of this behavior. Sustained aromatase inhibition also decreased noradrenaline and the dopaminergic turnover rates [DOPAC/DA, HVA/DA] in the hippocampus and PFC of male and female rats, irrespectively of gonadectomy. Moreover, letrozole treatment enhanced the serotonergic turnover [5HIAA/5HT] rate in the hippocampus of males and females, irrespectively of gonadectomy. Amino acid levels were not influenced by letrozole, but sex differences were demonstrated with higher levels in the PFC of females vs. males. Present findings suggest that the neuropsychiatric effects of aromatase inhibition can be attributed to the inhibition of extragonadal estrogen synthesis, presumably in the brain, and could be further associated with serotonergic and catecholaminergic changes in brain regions involved in mood and cognition. Importantly, present data could be linked with the neurobiology of affective side-effects in post-menopausal women receiving aromatase inhibitors.
Subject(s)
Aromatase Inhibitors/metabolism , Behavior, Animal/drug effects , Hippocampus/drug effects , Prefrontal Cortex/drug effects , Animals , Antidepressive Agents/pharmacology , Aromatase/metabolism , Aromatase Inhibitors/pharmacology , Brain/metabolism , Castration/methods , Corticosterone/metabolism , Depression/drug therapy , Female , Hippocampus/metabolism , Letrozole , Male , Nitriles/pharmacology , Orchiectomy , Ovariectomy , Prefrontal Cortex/metabolism , Rats , Rats, Wistar , Serotonin/metabolism , Sex Characteristics , Testosterone/metabolism , Triazoles/pharmacologyABSTRACT
In our ongoing effort of discovering anticancer and chemopreventive agents, a series of 2-arylindole derivatives were synthesized and evaluated toward aromatase and quinone reductase 1 (QR1). Biological evaluation revealed that several compounds (e.g., 2d, IC50â¯=â¯1.61⯵M; 21, IC50â¯=â¯3.05⯵M; and 27, IC50â¯=â¯3.34⯵M) showed aromatase inhibitory activity with half maximal inhibitory concentration (IC50) values in the low micromolar concentrations. With regard to the QR1 induction activity, 11 exhibited the highest QR1 induction ratio (IR) with a low concentration to double activity (CD) value (IRâ¯=â¯8.34, CDâ¯=â¯2.75⯵M), while 7 showed the most potent CD value of 1.12⯵M. A dual acting compound 24 showed aromatase inhibition (IC50â¯=â¯9.00⯵M) as well as QR1 induction (CDâ¯=â¯5.76⯵M) activities. Computational docking studies using CDOCKER (Discovery Studio 3.5) provided insight in regard to the potential binding modes of 2-arylindoles within the aromatase active site. Predominantly, the 2-arylindoles preferred binding with the 2-aryl group toward a small hydrophobic pocket within the active site. The C-5 electron withdrawing group on indole was predicted to have an important role and formed a hydrogen bond with Ser478 (OH). Alternatively, meta-pyridyl analogs may orient with the pyridyl 3'-nitrogen coordinating with the heme group.
Subject(s)
Antineoplastic Agents/chemical synthesis , Aromatase Inhibitors/chemistry , Aromatase/chemistry , Indoles/chemistry , NAD(P)H Dehydrogenase (Quinone)/chemistry , Antineoplastic Agents/chemistry , Antineoplastic Agents/pharmacology , Aromatase/metabolism , Aromatase Inhibitors/metabolism , Binding Sites , Catalytic Domain , Cell Line, Tumor , Humans , Indoles/metabolism , Indoles/pharmacology , Inhibitory Concentration 50 , Molecular Docking Simulation , NAD(P)H Dehydrogenase (Quinone)/metabolism , Structure-Activity RelationshipABSTRACT
BACKGROUND: Combining computational toxicology with ExpoCast exposure estimates and ToxCast™ assay data gives us access to predictions of human health risks stemming from exposures to chemical mixtures. OBJECTIVES: We explored, through mathematical modeling and simulations, the size of potential effects of random mixtures of aromatase inhibitors on the dynamics of women's menstrual cycles. METHODS: We simulated random exposures to millions of potential mixtures of 86 aromatase inhibitors. A pharmacokinetic model of intake and disposition of the chemicals predicted their internal concentration as a function of time (up to 2 y). A ToxCast™ aromatase assay provided concentration-inhibition relationships for each chemical. The resulting total aromatase inhibition was input to a mathematical model of the hormonal hypothalamus-pituitary-ovarian control of ovulation in women. RESULTS: Above 10% inhibition of estradiol synthesis by aromatase inhibitors, noticeable (eventually reversible) effects on ovulation were predicted. Exposures to individual chemicals never led to such effects. In our best estimate, â¼10% of the combined exposures simulated had mild to catastrophic impacts on ovulation. A lower bound on that figure, obtained using an optimistic exposure scenario, was 0.3%. CONCLUSIONS: These results demonstrate the possibility to predict large-scale mixture effects for endocrine disrupters with a predictive toxicology approach that is suitable for high-throughput ranking and risk assessment. The size of the effects predicted is consistent with an increased risk of infertility in women from everyday exposures to our chemical environment. https://doi.org/10.1289/EHP742.
Subject(s)
Aromatase Inhibitors/metabolism , Endocrine Disruptors/toxicity , Environmental Pollutants/toxicity , Menstrual Cycle/drug effects , Female , High-Throughput Screening Assays , Humans , Models, Theoretical , Risk AssessmentABSTRACT
Cytochrome P450 aromatase (CYP19A1) plays a key role in the development of estrogen dependent breast cancer, and aromatase inhibitors have been at the front line of treatment for the past three decades. The development of potent, selective and safer inhibitors is ongoing with in silico screening methods playing a more prominent role in the search for promising lead compounds in bioactivity-relevant chemical space. Here we present a set of comprehensive binding affinity prediction models for CYP19A1 using our automated Linear Interaction Energy (LIE) based workflow on a set of 132 putative and structurally diverse aromatase inhibitors obtained from a typical industrial screening study. We extended the workflow with machine learning methods to automatically cluster training and test compounds in order to maximize the number of explained compounds in one or more predictive LIE models. The method uses protein-ligand interaction profiles obtained from Molecular Dynamics (MD) trajectories to help model search and define the applicability domain of the resolved models. Our method was successful in accounting for 86% of the data set in 3 robust models that show high correlation between calculated and observed values for ligand-binding free energies (RMSE < 2.5 kJ mol-1), with good cross-validation statistics.