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1.
Adv Clin Chem ; 107: 79-138, 2022.
Article in English | MEDLINE | ID: mdl-35337606

ABSTRACT

Metabolism is a highly regulated process that provides nutrients to cells and essential building blocks for the synthesis of protein, DNA and other macromolecules. In healthy biological systems, metabolism maintains a steady state in which the concentrations of metabolites are relatively constant yet are subject to metabolic demands and environmental stimuli. Rare genetic disorders, such as inborn errors of metabolism (IEM), cause defects in regulatory enzymes or proteins leading to metabolic pathway disruption and metabolite accumulation or deficiency. Traditionally, the laboratory diagnosis of IEMs has been limited to analytical methods that target specific metabolites such as amino acids and acyl carnitines. This approach is effective as a screening method for the most common IEM disorders but lacks the comprehensive coverage of metabolites that is necessary to identify rare disorders that present with nonspecific clinical symptoms. Fortunately, advancements in technology and data analytics has introduced a new field of study called metabolomics which has allowed scientists to perform comprehensive metabolite profiling of biological systems to provide insight into mechanism of action and gene function. Since metabolomics seeks to measure all small molecule metabolites in a biological specimen, it provides an innovative approach to evaluating disease in patients with rare genetic disorders. In this review we provide insight into the appropriate application of metabolomics in clinical settings. We discuss the advantages and limitations of the method and provide details related to the technology, data analytics and statistical modeling required for metabolomic profiling of patients with IEMs.


Subject(s)
Metabolism, Inborn Errors , Metabolomics , Biomarkers/metabolism , Humans , Metabolic Networks and Pathways , Metabolism, Inborn Errors/genetics , Metabolome , Metabolomics/methods
2.
Toxics ; 10(2)2022 Jan 26.
Article in English | MEDLINE | ID: mdl-35202243

ABSTRACT

Despite the impressive safety of gadolinium (Gd)-based contrast agents (GBCAs), a small number of patients report the onset of new, severe, ongoing symptoms after even a single exposure-a syndrome termed Gadolinium Deposition Disease (GDD). Mitochondrial dysfunction and oxidative stress have been repeatedly implicated by animal and in vitro studies as mechanisms of Gd/GBCA-related toxicity, and as pathogenic in other diseases with similarities in presentation. Here, we aimed to molecularly characterize and explore potential metabolic associations with GDD symptoms. Detailed clinical phenotypes were systematically obtained for a small cohort of individuals (n = 15) with persistent symptoms attributed to a GBCA-enhanced MRI and consistent with provisional diagnostic criteria for GDD. Global untargeted mass spectroscopy-based metabolomics analyses were performed on plasma samples and examined for relevance with both single marker and pathways approaches. In addition to GDD criteria, frequently reported symptoms resembled those of patients with known mitochondrial-related diseases. Plasma differences compared to a healthy, asymptomatic reference cohort were suggested for 45 of 813 biochemicals. A notable proportion of these are associated with mitochondrial function and related disorders, including nucleotide and energy superpathways, which were over-represented. Although early evidence, coincident clinical and biochemical indications of potential mitochondrial involvement in GDD are remarkable in light of preclinical models showing adverse Gd/GBCA effects on multiple aspects of mitochondrial function. Further research on the potential contributory role of these markers and pathways in persistent symptoms attributed to GBCA exposure is recommended.

3.
Elife ; 102021 07 20.
Article in English | MEDLINE | ID: mdl-34282722

ABSTRACT

Background: Polyamine levels are intricately controlled by biosynthetic, catabolic enzymes and antizymes. The complexity suggests that minute alterations in levels lead to profound abnormalities. We described the therapeutic course for a rare syndrome diagnosed by whole exome sequencing caused by gain-of-function variants in the C-terminus of ornithine decarboxylase (ODC), characterized by neurological deficits and alopecia. Methods: N-acetylputrescine levels with other metabolites were measured using ultra-performance liquid chromatography paired with mass spectrometry and Z-scores established against a reference cohort of 866 children. Results: From previous studies and metabolic profiles, eflornithine was identified as potentially beneficial with therapy initiated on FDA approval. Eflornithine normalized polyamine levels without disrupting other pathways. She demonstrated remarkable improvement in both neurological symptoms and cortical architecture. She gained fine motor skills with the capacity to feed herself and sit with support. Conclusions: This work highlights the strategy of repurposing drugs to treat a rare disease. Funding: No external funding was received for this work.


Subject(s)
Dicarboxylic Acid Transporters/genetics , Drug Repositioning , Eflornithine/pharmacology , Eflornithine/therapeutic use , Gain of Function Mutation/genetics , Mitochondrial Membrane Transport Proteins/genetics , Alopecia , Child, Preschool , Dicarboxylic Acid Transporters/chemistry , Genetic Variation , Humans , Mitochondrial Membrane Transport Proteins/chemistry , Ornithine Decarboxylase/genetics , Polyamines , Putrescine/analogs & derivatives , Rare Diseases/drug therapy , Rare Diseases/genetics , Exome Sequencing
4.
PLoS One ; 16(4): e0249797, 2021.
Article in English | MEDLINE | ID: mdl-33831088

ABSTRACT

INTRODUCTION: Analysis of blood for the evaluation of clinically relevant biomarkers requires precise collection and sample handling by phlebotomists and laboratory staff. An important consideration for the clinical application of metabolomics are the different anticoagulants utilized for sample collection. Most studies that have characterized differences in metabolite levels in various blood collection tubes have focused on single analytes. We define analyte levels on a global metabolomics platform following blood sampling using five different, but commonly used, clinical laboratory blood collection tubes (i.e., plasma anticoagulated with either EDTA, lithium heparin or sodium citrate, along with no additive (serum), and EDTA anticoagulated whole blood). METHODS: Using an untargeted metabolomics platform we analyzed five sample types after all had been collected and stored at -80°C. The biochemical composition was determined and differences between the samples established using matched-pair t-tests. RESULTS: We identified 1,117 biochemicals across all samples and detected a mean of 1,036 in the sample groups. Compared to the levels of metabolites in EDTA plasma, the number of biochemicals present at statistically significant different levels (p<0.05) ranged from 452 (serum) to 917 (whole blood). Several metabolites linked to screening assays for rare diseases including acylcarnitines, bilirubin and heme metabolites, nucleosides, and redox balance metabolites varied significantly across the sample collection types. CONCLUSIONS: Our study highlights the widespread effects and importance of using consistent additives for assessing small molecule levels in clinical metabolomics. The biochemistry that occurs during the blood collection process creates a reproducible signal that can identify specimens collected with different anticoagulants in metabolomic studies. IMPACT STATEMENT: In this manuscript, normal/healthy donors had peripheral blood collected using multiple anticoagulants as well as serum during a fasted blood draw. Global metabolomics is a new technology being utilized to draw clinical conclusions and we interrogated the effects of different anticoagulants on the levels of biochemicals from each of the donors. Characterizing the effects of the anticoagulants on biochemical levels will help researchers leverage the information using global metabolomics in order to make conclusions regarding important disease biomarkers.


Subject(s)
Anticoagulants/pharmacology , Plasma/drug effects , Serum/drug effects , Adult , Aged , Biomarkers/blood , Blood Specimen Collection/methods , Female , Humans , Male , Metabolomics/methods , Middle Aged , Plasma/metabolism , Serum/metabolism , Specimen Handling/methods , Young Adult
5.
Metabolomics ; 17(3): 31, 2021 03 11.
Article in English | MEDLINE | ID: mdl-33704583

ABSTRACT

INTRODUCTION: Clinical metabolomics has utility as a screen for inborn errors of metabolism (IEM) and variant classification in patients with rare disease. It is important to understand and characterize preanalytical factors that influence assay performance during patient sample testing. OBJECTIVES: To evaluate the impact of extended thawing of human EDTA plasma samples on ice prior to extraction as well as repeated freeze-thaw cycling of samples to identify compounds that are unstable prior to metabolomic analysis. METHODS: Twenty-four (24) donor EDTA plasma samples were collected and immediately frozen at - 80 °C. Twelve samples were thawed on ice and extracted for analysis at time 0, 2, 4, and 6 h. Twelve other donor samples were repeatedly thawed and frozen up to four times and analyzed at each cycle. Compound levels at each time point/freeze-thaw cycle were compared to the control samples using matched-paired t tests to identify analytes affected by each condition. RESULTS: We identified 1026 biochemicals across all samples. Incubation of thawed EDTA plasma samples on ice for up to 6 h resulted in < 1% of biochemicals changing significantly. Freeze-thaw cycles affected a greater percentage of the metabolome; ~ 2% of biochemicals changed after 3 freeze-thaw cycles. CONCLUSIONS: Our study highlights that the number and magnitude of these changes are not as widespread as other aspects of improper sample handling. In total, < 3% of the metabolome detected on our clinical metabolomics platform should be disqualified when multiple freeze-thaw cycles or extended thawing at 4 °C are performed on a given sample.


Subject(s)
Freezing , Metabolomics/methods , Plasma , Adult , Female , Humans , Male , Metabolome , Middle Aged , Specimen Handling/methods , Young Adult
6.
J Mass Spectrom ; 53(11): 1143-1154, 2018 Nov.
Article in English | MEDLINE | ID: mdl-30242936

ABSTRACT

Metabolomics is the untargeted measurement of the metabolome, which is composed of the complement of small molecules detected in a biological sample. As such, metabolomic analysis produces a global biochemical phenotype. It is a technology that has been utilized in the research setting for over a decade. The metabolome is directly linked to and is influenced by genetics, epigenetics, environmental factors, and the microbiome-all of which affect health. Metabolomics can be applied to human clinical diagnostics and to other fields such as veterinary medicine, nutrition, exercise, physiology, agriculture/plant biochemistry, and toxicology. Applications of metabolomics in clinical testing are emerging, but several aspects of its use as a clinical test differ from applications focused on research or biomarker discovery and need to be considered for metabolomics clinical test data to have optimum impact, be meaningful, and be used responsibly. In this review, we deconstruct aspects and challenges of metabolomics for clinical testing by illustrating the significance of test design, accurate and precise data acquisition, quality control, data processing, n-of-1 comparison to a reference population, and biochemical pathway analysis. We describe how metabolomics technology is integral to defining individual biochemical phenotypes, elaborates on human health and disease, and fits within the precision medicine landscape. Finally, we conclude by outlining some future steps needed to bring metabolomics into the clinical space and to be recognized by the broader medical and regulatory fields.


Subject(s)
Metabolomics/methods , Chemistry Techniques, Analytical/methods , Clinical Chemistry Tests/methods , Humans , Metabolome , Metabolomics/standards
7.
Proc Natl Acad Sci U S A ; 115(14): 3686-3691, 2018 04 03.
Article in English | MEDLINE | ID: mdl-29555771

ABSTRACT

Reducing premature mortality associated with age-related chronic diseases, such as cancer and cardiovascular disease, is an urgent priority. We report early results using genomics in combination with advanced imaging and other clinical testing to proactively screen for age-related chronic disease risk among adults. We enrolled active, symptom-free adults in a study of screening for age-related chronic diseases associated with premature mortality. In addition to personal and family medical history and other clinical testing, we obtained whole-genome sequencing (WGS), noncontrast whole-body MRI, dual-energy X-ray absorptiometry (DXA), global metabolomics, a new blood test for prediabetes (Quantose IR), echocardiography (ECHO), ECG, and cardiac rhythm monitoring to identify age-related chronic disease risks. Precision medicine screening using WGS and advanced imaging along with other testing among active, symptom-free adults identified a broad set of complementary age-related chronic disease risks associated with premature mortality and strengthened WGS variant interpretation. This and other similarly designed screening approaches anchored by WGS and advanced imaging may have the potential to extend healthy life among active adults through improved prevention and early detection of age-related chronic diseases (and their risk factors) associated with premature mortality.


Subject(s)
Disease/genetics , Genetic Predisposition to Disease , Image Processing, Computer-Assisted/methods , Mutation , Precision Medicine/methods , Whole Genome Sequencing/methods , Adult , Aged , Aged, 80 and over , Cardiovascular Diseases/diagnostic imaging , Cardiovascular Diseases/genetics , Cardiovascular Diseases/pathology , Disease/classification , Female , High-Throughput Nucleotide Sequencing , Humans , Male , Middle Aged , Neoplasms/diagnostic imaging , Neoplasms/genetics , Neoplasms/pathology , Nervous System Diseases/diagnostic imaging , Nervous System Diseases/genetics , Nervous System Diseases/pathology , Risk Assessment , Sequence Analysis, RNA , Young Adult
8.
Cancer Med ; 6(9): 2106-2120, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28766915

ABSTRACT

Urothelial carcinoma is the most common form of bladder cancer, but pathway changes that occur with stage-wise progression have not been well defined. We used a metabolomics approach to identify potential metabolic pathways uniquely altered in normal urothelium, nonmuscle-invasive bladder cancer (NMIBC), and muscle-invasive bladder cancer (MIBC). We performed global metabolomic profiling using GC-mass spectrometry (MS) and LC-MS platforms to identify metabolite signatures between normal urothelium and high-grade urothelial carcinoma of different stages. Pathways globally dysregulated in cancer relative to normal urothelium included glucose, tricarboxylic acid (TCA) cycle, lipid, amino acid, and nucleotide pathways. Urothelial carcinoma showed elevated glucose utilization for glycolysis and increased sorbitol pathway intermediates, consistent with Warburg effect. Anaplerosis to sustain energy production suggested by increased late TCA cycle intermediates, amino acids, and dipeptides occurs in bladder cancer. Urothelial carcinoma also shows altered membrane lipid membrane metabolism and differential derivation of nucleic acid components pyrimidine and purine. In stage comparison, MIBC appears to preferentially enhance cyclooxygenase (COX) and lipoxygenase (LOX) signaling, increase heme catabolism, and alter nicotinamide adenine dinucleotide (NAD+) synthesis with a possible influence from associated inflammatory cells. We identify numerous metabolomic alterations in NMIBC and MIBC that likely reflect underlying pathway changes. Differential pathway activity may have value in designing stage-specific novel therapeutics in urothelial carcinoma.


Subject(s)
Carcinoma, Transitional Cell/metabolism , Carcinoma, Transitional Cell/pathology , Metabolomics/methods , Urinary Bladder Neoplasms/metabolism , Urinary Bladder Neoplasms/pathology , Aged , Cell Line, Tumor , Chromatography, Liquid , Citric Acid Cycle , Disease Progression , Female , Gas Chromatography-Mass Spectrometry , Glycolysis , Humans , Male , Middle Aged , Neoplasm Grading , Purines/metabolism , Pyrimidines/metabolism
9.
Acta Neuropathol ; 133(4): 645-660, 2017 04.
Article in English | MEDLINE | ID: mdl-28032215

ABSTRACT

Cell populations with differing proliferative, stem-like and tumorigenic states co-exist in most tumors and especially malignant gliomas. Whether metabolic variations can drive this heterogeneity by controlling dynamic changes in cell states is unknown. Metabolite profiling of human adult glioblastoma stem-like cells upon loss of their tumorigenicity revealed a switch in the catabolism of the GABA neurotransmitter toward enhanced production and secretion of its by-product GHB (4-hydroxybutyrate). This switch was driven by succinic semialdehyde dehydrogenase (SSADH) downregulation. Enhancing GHB levels via SSADH downregulation or GHB supplementation triggered cell conversion into a less aggressive phenotypic state. GHB affected adult glioblastoma cells with varying molecular profiles, along with cells from pediatric pontine gliomas. In all cell types, GHB acted by inhibiting α-ketoglutarate-dependent Ten-eleven Translocations (TET) activity, resulting in decreased levels of the 5-hydroxymethylcytosine epigenetic mark. In patients, low SSADH expression was correlated with high GHB/α-ketoglutarate ratios, and distinguished weakly proliferative/differentiated glioblastoma territories from proliferative/non-differentiated territories. Our findings support an active participation of metabolic variations in the genesis of tumor heterogeneity.


Subject(s)
Brain Neoplasms/metabolism , Carcinogenesis/metabolism , Glioma/metabolism , Hydroxybutyrates/metabolism , Neoplastic Stem Cells/metabolism , gamma-Aminobutyric Acid/metabolism , Aged , Animals , Brain/metabolism , Brain/pathology , Brain/surgery , Brain Neoplasms/pathology , Brain Neoplasms/surgery , Carcinogenesis/pathology , Cell Death/physiology , Cell Proliferation/physiology , Child , Child, Preschool , Female , Glioma/pathology , Glioma/surgery , Humans , Male , Mice, Nude , Middle Aged , Neoplasm Transplantation , Neoplastic Stem Cells/pathology , Succinate-Semialdehyde Dehydrogenase/metabolism
10.
PLoS One ; 9(12): e115870, 2014.
Article in English | MEDLINE | ID: mdl-25541698

ABSTRACT

Bladder cancer (BCa) is a common malignancy worldwide and has a high probability of recurrence after initial diagnosis and treatment. As a result, recurrent surveillance, primarily involving repeated cystoscopies, is a critical component of post diagnosis patient management. Since cystoscopy is invasive, expensive and a possible deterrent to patient compliance with regular follow-up screening, new non-invasive technologies to aid in the detection of recurrent and/or primary bladder cancer are strongly needed. In this study, mass spectrometry based metabolomics was employed to identify biochemical signatures in human urine that differentiate bladder cancer from non-cancer controls. Over 1000 distinct compounds were measured including 587 named compounds of known chemical identity. Initial biomarker identification was conducted using a 332 subject sample set of retrospective urine samples (cohort 1), which included 66 BCa positive samples. A set of 25 candidate biomarkers was selected based on statistical significance, fold difference and metabolic pathway coverage. The 25 candidate biomarkers were tested against an independent urine sample set (cohort 2) using random forest analysis, with palmitoyl sphingomyelin, lactate, adenosine and succinate providing the strongest predictive power for differentiating cohort 2 cancer from non-cancer urines. Cohort 2 metabolite profiling revealed additional metabolites, including arachidonate, that were higher in cohort 2 cancer vs. non-cancer controls, but were below quantitation limits in the cohort 1 profiling. Metabolites related to lipid metabolism may be especially interesting biomarkers. The results suggest that urine metabolites may provide a much needed non-invasive adjunct diagnostic to cystoscopy for detection of bladder cancer and recurrent disease management.


Subject(s)
Biomarkers, Tumor/metabolism , Biomarkers, Tumor/urine , Metabolomics , Urinary Bladder Neoplasms/metabolism , Urinary Bladder Neoplasms/urine , Aged , Case-Control Studies , Cohort Studies , Female , Humans , Male , Middle Aged , Prognosis , Urinary Bladder Neoplasms/diagnosis
11.
Biochem J ; 462(2): 315-27, 2014 Sep 01.
Article in English | MEDLINE | ID: mdl-24844355

ABSTRACT

We show that HEXIM1 (hexamethylene bis-acetamide inducible 1) functions as an AR (androgen receptor) co-repressor as it physically interacts with the AR and is required for the ability of anti-androgens to inhibit androgen-induced target gene expression and cell proliferation. Oncomine™ database and IHC (immunohistochemistry) analyses of human prostate tissues revealed that expression of HEXIM1 mRNA and protein are down-regulated during the development and progression of prostate cancer. Enforced down-regulation of HEXIM1 in parental hormone-dependent LNCaP cells results in resistance to the inhibitory action of anti-androgens. Conversely, ectopic expression of HEXIM1 in the CRPC (castration-resistant prostate cancer) cell line, C4-2, enhances their sensitivity to the repressive effects of the anti-androgen bicalutamide. Novel insight into the mechanistic basis for HEXIM1 inhibition of AR activity is provided by the present studies showing that HEXIM1 induces expression of the histone demethylase KDM5B (lysine-specific demethylase 5B) and inhibits histone methylation, resulting in the inhibition of FOXA1 (forkhead box A1) licensing activity. This is a new mechanism of action attributed to HEXIM1, and distinct from what has been reported so far to be involved in HEXIM1 regulation of other nuclear hormone receptors, including the oestrogen receptor.


Subject(s)
Androgen Antagonists/pharmacology , Prostatic Neoplasms/metabolism , RNA-Binding Proteins/metabolism , Receptors, Androgen/metabolism , Anilides/pharmacology , Cell Line, Tumor , Enhancer Elements, Genetic , Epithelial Cells/metabolism , Gene Expression/drug effects , Histones/metabolism , Humans , Jumonji Domain-Containing Histone Demethylases/metabolism , Male , Metribolone/pharmacology , Nitriles/pharmacology , Nuclear Proteins/metabolism , Prostate/metabolism , Prostatic Neoplasms, Castration-Resistant/metabolism , Protein Transport , Repressor Proteins/metabolism , Tosyl Compounds/pharmacology , Transcription Factors , Transcriptional Elongation Factors/metabolism
12.
Pulm Circ ; 2(2): 201-13, 2012.
Article in English | MEDLINE | ID: mdl-22837861

ABSTRACT

Pulmonary arterial hypertension (PAH) is a progressive and fatal disease of the lung vasculature for which the molecular etiologies are unclear. Specific metabolic alterations have been identified in animal models and in PAH patients, though existing data focus mainly on abnormalities of glucose homeostasis. We hypothesized that analysis of the entire metabolome in PAH would reveal multiple other metabolic changes relevant to disease pathogenesis and possible treatment. Layered transcriptomic and metabolomic analyses of human pulmonary microvascular endothelial cells (hPMVEC) expressing two different disease-causing mutations in the bone morphogenetic protein receptor type 2 (BMPR2) confirmed previously described increases in aerobic glycolysis but also uncovered significant upregulation of the pentose phosphate pathway, increases in nucleotide salvage and polyamine biosynthesis pathways, decreases in carnitine and fatty acid oxidation pathways, and major impairment of the tricarboxylic acid (TCA) cycle and failure of anaplerosis. As a proof of principle, we focused on the TCA cycle, predicting that isocitrate dehydrogenase (IDH) activity would be altered in PAH, and then demonstrating increased IDH activity not only in cultured hPMVEC expressing mutant BMPR2 but also in the serum of PAH patients. These results suggest that widespread metabolic changes are an important part of PAH pathogenesis, and that simultaneous identification and targeting of the multiple involved pathways may be a more fruitful therapeutic approach than targeting of any one individual pathway.

13.
Cancer Res ; 71(2): 528-37, 2011 Jan 15.
Article in English | MEDLINE | ID: mdl-21098087

ABSTRACT

While patients with advanced prostate cancer initially respond favorably to androgen ablation therapy, most experience a relapse of the disease within 1-2 years. Although hormone-refractory disease is unresponsive to androgen-deprivation, androgen receptor (AR)-regulated signaling pathways remain active and are necessary for cancer progression. Thus, both AR itself and the processes downstream of the receptor remain viable targets for therapeutic intervention. Microarray analysis of multiple clinical cohorts showed that the serine/threonine kinase Ca2+/calmodulin-dependent protein kinase kinase ß (CaMKKß) is both highly expressed in the prostate and further elevated in prostate cancers. Using cellular models of prostate cancer, we have determined that androgens (a) directly increase the expression of a CaMKKß splice variant and (b) increase functional CaMKKß protein levels as determined by the phosphorylation of both CaMKI and AMP-activated protein kinase (AMPK), two of CaMKKß's primary substrates. Importantly, inhibition of the CaMKKß-AMPK, but not CaMKI, signaling axis in prostate cancer cells by pharmacological inhibitors or siRNA-mediated knockdown blocks androgen-mediated migration and invasion. Conversely, overexpression of CaMKKß alone leads to both increased AMPK phosphorylation and cell migration. Given the key roles of CaMKKß and AMPK in the biology of prostate cancer cells, we propose that these enzymes are potential therapeutic targets in prostate cancer.


Subject(s)
Androgens/pharmacology , Calcium-Calmodulin-Dependent Protein Kinase Kinase/metabolism , Cell Movement/physiology , Prostatic Neoplasms/enzymology , Prostatic Neoplasms/pathology , Protein Kinases/metabolism , AMP-Activated Protein Kinase Kinases , Androgens/metabolism , Calcium-Calmodulin-Dependent Protein Kinase Kinase/biosynthesis , Calcium-Calmodulin-Dependent Protein Kinase Kinase/genetics , Cell Line, Tumor , Cell Movement/drug effects , Humans , Isoenzymes , Male , Prostatic Neoplasms/genetics , Prostatic Neoplasms/metabolism , Protein Isoforms , RNA, Messenger/biosynthesis , RNA, Messenger/genetics , Receptors, Androgen/metabolism , Signal Transduction/drug effects , Up-Regulation
14.
Mol Endocrinol ; 24(12): 2292-302, 2010 Dec.
Article in English | MEDLINE | ID: mdl-20980435

ABSTRACT

Both pro- and antimitogenic activities have been ascribed to progesterone receptor (PR) agonists and antagonists in breast cancer cells; however, the transcriptional responses that underlie these paradoxical functions are not apparent. Using nontransformed, normal human mammary epithelial cells engineered to express PR and standard microarray technology, we defined 2370 genes that were significantly regulated by the PR agonist R5020. Gene ontology (GO) analysis revealed that GO terms involved in inflammation and nuclear factor-κB (NF-κB) signaling were among the most significantly regulated. Interestingly, on those NF-κB responsive genes that were inhibited by agonist-activated PR, antagonists either 1) mimicked the actions of agonists or 2) reversed the inhibitory actions of agonists. This difference in pharmacological response could be attributed to the fact that although agonist- and antagonist-activated PR is recruited to NF-κB-responsive promoters, the physical presence of PR tethered to the promoter of some genes is sufficient for transcriptional inhibition, whereas on others, an agonist-activated PR conformation is required for inhibition of NF-κB signaling. Importantly, the actions of PR on the latter class of genes were reversed by an activation function-2-inhibiting, LXXLL-containing peptide. Consideration of the relative activities of these distinct antiinflammatory pathways in breast cancer may be instructive with respect to the likely therapeutic activity of PR agonists or antagonists in the treatment of breast cancer.


Subject(s)
Inflammatory Breast Neoplasms/pathology , Receptors, Progesterone/physiology , Amino Acid Sequence , Cell Line , Cell Line, Tumor , Enhancer Elements, Genetic , Epithelial Cells/metabolism , Epithelial Cells/pathology , Female , Gonanes/pharmacology , Humans , Inflammatory Breast Neoplasms/genetics , Inflammatory Breast Neoplasms/metabolism , Interleukin-1beta/antagonists & inhibitors , Interleukin-1beta/metabolism , Interleukin-1beta/pharmacology , Mifepristone/pharmacology , Molecular Sequence Data , NF-kappa B/antagonists & inhibitors , NF-kappa B/genetics , NF-kappa B/metabolism , Progesterone/genetics , Progesterone/metabolism , Progestins/metabolism , Promoter Regions, Genetic , Protein Isoforms , RNA, Messenger/biosynthesis , RNA, Messenger/genetics , Receptors, Progesterone/agonists , Receptors, Progesterone/antagonists & inhibitors , Signal Transduction , Transcriptional Activation , Translocation, Genetic
15.
Mol Endocrinol ; 24(1): 33-46, 2010 Jan.
Article in English | MEDLINE | ID: mdl-19901195

ABSTRACT

Selective estrogen receptor modulators (SERMs), such as tamoxifen (TAM), have been used extensively for the treatment and prevention of breast cancer and other pathologies associated with aberrant estrogen receptor (ER) signaling. These compounds exhibit cell-selective agonist/antagonist activities as a consequence of their ability to induce different conformational changes in ER, thereby enabling it to recruit functionally distinct transcriptional coregulators. However, the observation that SERMs can also regulate aspects of calcium signaling and apoptosis in an ER-independent manner in some systems suggests that some of the activity of drugs within this class may also arise as a consequence of their ability to interact with targets other than ER. In this study, we demonstrate that 4-hydroxy-TAM (4OHT), an active metabolite of TAM, directly binds to and modulates the transcriptional activity of the aryl hydrocarbon receptor (AHR). Of specific interest was the observation, that in the absence of ER, 4OHT can induce the expression of AHR target genes involved in estradiol metabolism, cellular proliferation, and metastasis in cellular models of breast cancer. The potential role for AHR in SERM pharmacology was further underscored by the ability of 4OHT to suppress osteoclast differentiation in vitro in part through AHR. Cumulatively, these findings provide evidence that it is necessary to reevaluate the relative roles of ER and AHR in manifesting the pharmacological actions and therapeutic efficacy of TAM and other SERMs.


Subject(s)
Receptors, Aryl Hydrocarbon/physiology , Receptors, Estrogen/physiology , Selective Estrogen Receptor Modulators/pharmacology , Tamoxifen/analogs & derivatives , Animals , Aryl Hydrocarbon Receptor Nuclear Translocator/genetics , Aryl Hydrocarbon Receptor Nuclear Translocator/metabolism , Breast Neoplasms/metabolism , Cell Differentiation/drug effects , Cell Line , Cell Line, Tumor , Chromatin Immunoprecipitation , Dose-Response Relationship, Drug , Female , Gene Expression Profiling , Gene Expression Regulation , Humans , Male , Mice , Osteoclasts/metabolism , Osteoclasts/physiology , Receptors, Aryl Hydrocarbon/genetics , Receptors, Aryl Hydrocarbon/metabolism , Receptors, Estrogen/deficiency , Receptors, Estrogen/genetics , Receptors, Estrogen/metabolism , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Selective Estrogen Receptor Modulators/metabolism , Tamoxifen/metabolism , Tamoxifen/pharmacology
16.
Mol Cell ; 36(3): 405-16, 2009 Nov 13.
Article in English | MEDLINE | ID: mdl-19917249

ABSTRACT

HOXB13 is a member of the homeodomain family of sequence-specific transcription factors and, together with the androgen receptor (AR), plays a critical role in the normal development of the prostate gland. We demonstrate here that, in prostate cancer cells, HOXB13 is a key determinant of the response to androgens. Specifically, it was determined that HOXB13 interacts with the DNA-binding domain of AR and inhibits the transcription of genes that contain an androgen-response element (ARE). In contrast, the AR:HOXB13 complex confers androgen responsiveness to promoters that contain a specific HOXB13-response element. Further, HOXB13 and AR synergize to enhance the transcription of genes that contain a HOX element juxtaposed to an ARE. The profound effects of HOXB13 knockdown on androgen-regulated proliferation, migration, and lipogenesis in prostate cancer cells highlight the importance of the observed changes in gene expression.


Subject(s)
Homeodomain Proteins/metabolism , Metribolone/pharmacology , Receptors, Androgen/metabolism , Amino Acid Sequence , Blotting, Western , Cell Line , Cell Line, Tumor , Cell Movement/drug effects , Cell Proliferation/drug effects , Chromatin Immunoprecipitation , Cluster Analysis , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Gene Expression Profiling , Gene Expression Regulation/drug effects , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , Homeodomain Proteins/genetics , Humans , Lipid Metabolism/drug effects , Male , Prostatic Neoplasms/genetics , Prostatic Neoplasms/metabolism , Prostatic Neoplasms/pathology , Protein Binding/drug effects , RNA, Small Interfering/genetics , Receptors, Androgen/genetics , Recombinant Fusion Proteins/genetics , Recombinant Fusion Proteins/metabolism , Response Elements/genetics , Reverse Transcriptase Polymerase Chain Reaction , Transfection
17.
Proc Natl Acad Sci U S A ; 106(29): 12178-83, 2009 Jul 21.
Article in English | MEDLINE | ID: mdl-19574450

ABSTRACT

The impact of ligand binding on nuclear receptor (NR) structure and the ability of target cells to distinguish between different receptor-ligand complexes are key determinants of the pharmacological activity of NR ligands. However, until relatively recently, these mechanistic insights have not been used in a prospective manner to develop screens for NR modulators with specific therapeutic activities. Driven by the need for unique androgen receptor (AR) antagonists that retain activity in hormone-refractory prostate cancer, we developed and applied a conformation-based screen to identify AR antagonists that were mechanistically distinct from existing drugs of this class. Two molecules were identified by using this approach, D36 and D80, which interact with AR in a unique manner and allosterically inhibit AR agonist activity. Unlike the clinically important antiandrogens, casodex and hydroxyflutamide, both D36 and D80 block androgen action in cellular models of hormone-refractory prostate cancer. Mechanistically, these compounds further distinguish themselves from classical AR antagonists in that they do not promote AR nuclear translocation and quantitatively inhibit the association of AR with DNA even under conditions of overexpression. Although the therapeutic potential of these antiandrogens is apparent, it is the demonstration that it is possible, to modulate the interaction of cofactors with agonist-activated AR, using second-site modulators, that has the greatest potential with respect to the therapeutic exploitation of AR and other NRs.


Subject(s)
Androgen Receptor Antagonists , Antineoplastic Agents/pharmacology , Prostatic Neoplasms/pathology , Allosteric Regulation/drug effects , Animals , Antineoplastic Agents/chemistry , Cell Line, Tumor , Cell Proliferation/drug effects , Drug Resistance, Neoplasm/drug effects , Drug Screening Assays, Antitumor , Humans , Ligands , Male , Mice , Molecular Conformation , Prostatic Neoplasms/genetics , Receptors, Androgen , Transcription, Genetic/drug effects
18.
Mol Endocrinol ; 23(9): 1385-96, 2009 Sep.
Article in English | MEDLINE | ID: mdl-19460858

ABSTRACT

Advanced prostate cancers preferentially metastasize to bone, suggesting that this tissue produces factors that provide a suitable microenvironment for prostate cancer cells. Recently, it has become clear that even in antiandrogen-resistant cancers, the androgen receptor (AR)-signaling axis is required for prostate cancer progression. Therefore, we hypothesized that AR may be involved in the regulation of pathways that are responsible for the homing of prostate cancer cells to select microenvironments. In support of this hypothesis, we have determined that chemokine (C-X-C motif) receptor 4 (CXCR4), the receptor for the chemokine CXCL12, is up-regulated in prostate cancer cells in response to androgens. Given that the levels of CXCL12 are elevated at sites of known prostate cancer metastases such as bone, these results suggest that androgens may influence prostate cancer metastasis. Specifically, we demonstrate that androgens increase the levels of both CXCR4 mRNA and functional protein in LNCaP prostate cancer cells. Importantly, androgens enhanced the migration of LNCaP cells toward a CXCL12 gradient, an effect that could be blocked by the specific CXCR4 antagonist AMD3100. Interestingly, CXCR4 is not directly regulated by androgens but rather is positively up-regulated by Krüppel-like factor 5 (KLF5), a transcription factor that we have shown to be an early, direct target of AR. Further, KLF5 is both required and sufficient for androgen-mediated CXCR4 expression and migration toward CXCL12. Taken together, these findings demonstrate that AR can utilize the CXCL12/CXCR4 axis through induction of KLF5 expression to promote prostate cancer progression and highlight the potential utility of CXCR4 antagonists as prostate cancer therapeutics.


Subject(s)
Androgens/metabolism , Gene Expression Regulation, Neoplastic , Kruppel-Like Transcription Factors/biosynthesis , Prostatic Neoplasms/metabolism , Receptors, Androgen/metabolism , Receptors, CXCR4/metabolism , Cell Line, Tumor , Cell Movement , Cell Proliferation , Chemokine CXCL12/metabolism , Chromatin Immunoprecipitation , Humans , In Vitro Techniques , Male , RNA, Messenger/metabolism , RNA, Small Interfering/metabolism
19.
Cancer Res ; 67(19): 9549-60, 2007 Oct 01.
Article in English | MEDLINE | ID: mdl-17909066

ABSTRACT

One subclass of antiestrogens, the selective estrogen receptor down-regulators (SERDs), have received considerable attention of late as they competitively inhibit estrogen binding and induce a rapid, proteasome-dependent degradation of the receptor. Contained within this class of molecules is the steroidal antiestrogen ICI182,780 (faslodex), recently approved for the treatment of metastatic cancer, and GW5638/DPC974, a SERD that is currently being evaluated in the clinic. Given that mechanistic differences between different selective estrogen receptor modulators have been translated into important clinical profiles, it was of interest to determine if the SERD subclass of ligands were likewise functionally or mechanistically distinguishable. In this study, we show that although the steroidal and nonsteroidal SERDs target ERalpha for degradation, the underlying mechanism(s) are different. Of note was the identification of a specific protein-protein interaction surface presented on ERalpha in the presence of the ICI182,780-activated receptor which is required for degradation. Interestingly, this surface is also presented on ERalpha in the presence of RU58,668, a SERD that is chemically distinct from ICI182,780. This surface is not required for GW5638-mediated degradation, and thus, this SERD seems to affect ERalpha down-regulation by a different mechanism. These data suggest that sequencing of therapies using drugs of this class is likely to be possible. Finally, because of the unmet need for orally active SERDS that function similarly to ICI182,780, we have used the insights from these mechanistic studies to develop and validate a high-throughput screen for compounds of this class with improved pharmaceutical properties.


Subject(s)
Cinnamates/pharmacology , Estradiol/analogs & derivatives , Estrogen Receptor Modulators/pharmacology , Estrogen Receptor alpha/metabolism , Stilbenes/pharmacology , Amino Acid Sequence , Binding Sites , Breast Neoplasms/drug therapy , Breast Neoplasms/metabolism , Cell Line, Tumor , Cinnamates/chemistry , Estradiol/chemistry , Estradiol/pharmacology , Estrogen Antagonists/chemistry , Estrogen Antagonists/pharmacology , Estrogen Receptor Modulators/chemistry , Estrogen Receptor alpha/chemistry , Fulvestrant , HeLa Cells , Humans , Molecular Sequence Data , Protein Conformation/drug effects , Stilbenes/chemistry , Subcellular Fractions/drug effects , Subcellular Fractions/metabolism
20.
Oncogene ; 24(36): 5576-88, 2005 Aug 25.
Article in English | MEDLINE | ID: mdl-15940264

ABSTRACT

Estrogen receptor alpha (ERalpha) regulates transcription of specific genes and is believed to play a major role in breast tumorigenesis. We previously identified estrogen down regulated gene 1 (EDG1 (also known as HEXIM1)) using the C-terminus of ERalpha (E/F domain) as bait in yeast two-hybrid screenings. Here we report on the role of EDG1 as a coregulator of ERalpha transcriptional activity. We observe an interaction between EDG1 and ERalpha. EDG1 inhibits the transcriptional activity of ERalpha and this is dependent upon the C-terminus of EDG1. The C-terminus of EDG1/HEXIM1 was recently shown to inhibit the positive transcription elongation factor b (P-TEFb) by interacting with the cyclin T1 subunit. Here we show that ERalpha interacts with cyclin T1, cyclin T1 and ER co-occupancy on the promoter region of an ER target gene, and that this interaction plays an important role in ERalpha-induced gene expression. The interaction of ERalpha with cyclin T1 also allows ERalpha to compete with EDG1 for cyclin T1, and may release cyclin T1 from EDG1 repression. Conversely, increased EDG1 expression results in inhibition of cyclin T1 recruitment and ERalpha DNA binding. Our results support a novel functional interaction between ERalpha and cyclin T1 that is modulated by EDG1.


Subject(s)
Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Cyclins/metabolism , Estrogen Receptor alpha/metabolism , RNA-Binding Proteins/metabolism , Animals , Binding, Competitive , Breast Neoplasms/genetics , Cell Line , Cricetinae , Cyclin T , Estrogen Receptor alpha/antagonists & inhibitors , Gene Deletion , Humans , Mutation/genetics , Promoter Regions, Genetic/genetics , Protein Binding , RNA-Binding Proteins/chemistry , RNA-Binding Proteins/genetics , Repressor Proteins/chemistry , Repressor Proteins/genetics , Repressor Proteins/metabolism , Transcription Factors , Transcription, Genetic/genetics
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