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1.
J Am Coll Cardiol ; 75(11): 1281-1295, 2020 03 24.
Artigo em Inglês | MEDLINE | ID: mdl-32192654

RESUMO

BACKGROUND: Better risk stratification strategies are needed to enhance clinical care and trial design in heart failure with preserved ejection fraction (HFpEF). OBJECTIVES: The purpose of this study was to assess the value of a targeted plasma multi-marker approach to enhance our phenotypic characterization and risk prediction in HFpEF. METHODS: In this study, the authors measured 49 plasma biomarkers from TOPCAT (Treatment of Preserved Cardiac Function Heart Failure With an Aldosterone Antagonist) trial participants (n = 379) using a Multiplex assay. The relationship between biomarkers and the risk of all-cause death or heart failure-related hospital admission (DHFA) was assessed. A tree-based pipeline optimizer platform was used to generate a multimarker predictive model for DHFA. We validated the model in an independent cohort of HFpEF patients enrolled in the PHFS (Penn Heart Failure Study) (n = 156). RESULTS: Two large, tightly related dominant biomarker clusters were found, which included biomarkers of fibrosis/tissue remodeling, inflammation, renal injury/dysfunction, and liver fibrosis. Other clusters were composed of neurohormonal regulators of mineral metabolism, intermediary metabolism, and biomarkers of myocardial injury. Multiple biomarkers predicted incident DHFA, including 2 biomarkers related to mineral metabolism/calcification (fibroblast growth factor-23 and OPG [osteoprotegerin]), 3 inflammatory biomarkers (tumor necrosis factor-alpha, sTNFRI [soluble tumor necrosis factor-receptor I], and interleukin-6), YKL-40 (related to liver injury and inflammation), 2 biomarkers related to intermediary metabolism and adipocyte biology (fatty acid binding protein-4 and growth differentiation factor-15), angiopoietin-2 (related to angiogenesis), matrix metalloproteinase-7 (related to extracellular matrix turnover), ST-2, and N-terminal pro-B-type natriuretic peptide. A machine-learning-derived model using a combination of biomarkers was strongly predictive of the risk of DHFA (standardized hazard ratio: 2.85; 95% confidence interval: 2.03 to 4.02; p < 0.0001) and markedly improved the risk prediction when added to the MAGGIC (Meta-Analysis Global Group in Chronic Heart Failure Risk Score) risk score. In an independent cohort (PHFS), the model strongly predicted the risk of DHFA (standardized hazard ratio: 2.74; 95% confidence interval: 1.93 to 3.90; p < 0.0001), which was also independent of the MAGGIC risk score. CONCLUSIONS: Various novel circulating biomarkers in key pathophysiological domains are predictive of outcomes in HFpEF, and a multimarker approach coupled with machine-learning represents a promising strategy for enhancing risk stratification in HFpEF.


Assuntos
Biomarcadores/sangue , Insuficiência Cardíaca/sangue , Aprendizado de Máquina , Idoso , Feminino , Insuficiência Cardíaca/mortalidade , Humanos , Masculino , Pessoa de Meia-Idade , Medição de Risco , Estados Unidos/epidemiologia
2.
JACC Heart Fail ; 8(3): 172-184, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-31926856

RESUMO

OBJECTIVES: This study sought to assess if clinical phenogroups differ in comprehensive biomarker profiles, cardiac and arterial structure/function, and responses to spironolactone therapy. BACKGROUND: Previous studies identified distinct subgroups (phenogroups) of patients with heart failure with preserved ejection fraction (HFpEF). METHODS: Among TOPCAT (Treatment of Preserved Cardiac Function Heart Failure with an Aldosterone Antagonist Trial) participants, we performed latent-class analysis to identify HFpEF phenogroups based on standard clinical features and assessed differences in multiple biomarkers measured from frozen plasma; cardiac and arterial structure/function measured with echocardiography and arterial tonometry; prognosis; and response to spironolactone. RESULTS: Three HFpEF phenogroups were identified. Phenogroup 1 (n = 1,214) exhibited younger age, higher prevalence of smoking, preserved functional class, and the least evidence of left ventricular (LV) hypertrophy and arterial stiffness. Phenogroup 2 (n = 1,329) was older, with normotrophic concentric LV remodeling, atrial fibrillation, left atrial enlargement, large-artery stiffening, and biomarkers of innate immunity and vascular calcification. Phenogroup 3 (n = 899) demonstrated more functional impairment, obesity, diabetes, chronic kidney disease, concentric LV hypertrophy, high renin, and biomarkers of tumor necrosis factor-alpha-mediated inflammation, liver fibrosis, and tissue remodeling. Compared with phenogroup 1, phenogroup 3 exhibited the highest risk of the primary endpoint of cardiovascular death, heart failure hospitalization, or aborted cardiac arrest (hazard ratio [HR]: 3.44; 95% confidence interval [CI]: 2.79 to 4.24); phenogroups 2 and 3 demonstrated similar all-cause mortality (phenotype 2 HR: 2.36; 95% CI: 1.89 to 2.95; phenotype 3 HR: 2.26, 95% CI: 1.77 to 2.87). Spironolactone randomized therapy was associated with a more pronounced reduction in the risk of the primary endpoint in phenogroup 3 (HR: 0.75; 95% CI: 0.59 to 0.95; p for interaction = 0.016). Results were similar after excluding participants from Eastern Europe. CONCLUSIONS: We identified important differences in circulating biomarkers, cardiac/arterial characteristics, prognosis, and response to spironolactone across clinical HFpEF phenogroups. These findings suggest distinct underlying mechanisms across clinically identifiable phenogroups of HFpEF that may benefit from different targeted interventions.


Assuntos
Insuficiência Cardíaca/tratamento farmacológico , Espironolactona/uso terapêutico , Volume Sistólico/fisiologia , Remodelação Ventricular/fisiologia , Idoso , Ecocardiografia , Feminino , Insuficiência Cardíaca/diagnóstico , Insuficiência Cardíaca/fisiopatologia , Humanos , Masculino , Pessoa de Meia-Idade , Antagonistas de Receptores de Mineralocorticoides/uso terapêutico , Fenótipo , Prognóstico , Resultado do Tratamento , Remodelação Ventricular/efeitos dos fármacos
3.
Prostate ; 71(5): 480-8, 2011 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-20878947

RESUMO

BACKGROUND: Androgen receptor (AR) antagonists are part of the standard of care for prostate cancer. Despite the almost inevitable development of resistance in prostate tumors to AR antagonists, no new AR antagonists have been approved for over a decade. Treatment failure is due in part to mutations that increase activity of AR in response to lower ligand concentrations as well as to mutations that result in AR response to a broader range of ligands. The failure to discover new AR antagonists has occurred in the face of continued research; to enable progress, a clear understanding of the reasons for failure is required. METHODS: Non-clinical drug safety studies and safety pharmacology assays were performed on previously approved AR antagonists (bicalutamide, flutamide, nilutamide), next generation antagonists in clinical testing (MDV3100, BMS-641988), and a pre-clinical drug candidate (BMS-501949). In addition, non-clinical studies with AR mutant mice, and EEG recordings in rats were performed. Non-clinical findings are compared to disclosures of clinical trial results. RESULTS: As a drug class, AR antagonists cause seizure in animals by an off-target mechanism and are found in vitro to inhibit GABA-A currents. Clinical trials of candidate next generation AR antagonists identify seizure as a clinical safety risk. CONCLUSIONS: Non-clinical drug safety profiles of the AR antagonist drug class create a significant barrier to the identification of next generation AR antagonists. GABA-A inhibition is a common off-target activity of approved and next generation AR antagonists potentially explaining some side effects and safety hazards of this class of drugs.


Assuntos
Antagonistas de Androgênios/farmacologia , Antagonistas de Androgênios/toxicidade , Neoplasias da Próstata/tratamento farmacológico , Receptores Androgênicos/metabolismo , Antagonistas de Androgênios/farmacocinética , Animais , Cães , Descoberta de Drogas , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos , Masculino , Camundongos , Camundongos Endogâmicos BALB C , Camundongos Knockout , Neoplasias da Próstata/metabolismo , Ratos , Ratos Sprague-Dawley
4.
Toxicol Sci ; 103(1): 28-34, 2008 May.
Artigo em Inglês | MEDLINE | ID: mdl-18281259

RESUMO

The Critical Path Institute recently established the Predictive Safety Testing Consortium, a collaboration between several companies and the U.S. Food and Drug Administration, aimed at evaluating and qualifying biomarkers for a variety of toxicological endpoints. The Carcinogenicity Working Group of the Predictive Safety Testing Consortium has concentrated on sharing data to test the predictivity of two published hepatic gene expression signatures, including the signature by Fielden et al. (2007, Toxicol. Sci. 99, 90-100) for predicting nongenotoxic hepatocarcinogens, and the signature by Nie et al. (2006, Mol. Carcinog. 45, 914-933) for predicting nongenotoxic carcinogens. Although not a rigorous prospective validation exercise, the consortium approach created an opportunity to perform a meta-analysis to evaluate microarray data from short-term rat studies on over 150 compounds. Despite significant differences in study designs and microarray platforms between laboratories, the signatures proved to be relatively robust and more accurate than expected by chance. The accuracy of the Fielden et al. signature was between 63 and 69%, whereas the accuracy of the Nie et al. signature was between 55 and 64%. As expected, the predictivity was reduced relative to internal validation estimates reported under identical test conditions. Although the signatures were not deemed suitable for use in regulatory decision making, they were deemed worthwhile in the early assessment of drugs to aid decision making in drug development. These results have prompted additional efforts to rederive and evaluate a QPCR-based signature using these samples. When combined with a standardized test procedure and prospective interlaboratory validation, the accuracy and potential utility in preclinical applications can be ascertained.


Assuntos
Testes de Carcinogenicidade/métodos , Genômica , Animais , Perfilação da Expressão Gênica , Masculino , Ratos , Ratos Sprague-Dawley
5.
Toxicol Appl Pharmacol ; 223(3): 246-56, 2007 Sep 15.
Artigo em Inglês | MEDLINE | ID: mdl-17663016

RESUMO

We previously reported prevention of urolithiasis and associated rat urinary bladder tumors by urine acidification (via diet acidification) in male rats treated with the dual peroxisome proliferator-activated receptor (PPAR)alpha/gamma agonist muraglitazar. Because urine acidification could potentially alter PPAR signaling and/or cellular proliferation in urothelium, we evaluated urothelial cell PPARalpha, PPARdelta, PPARgamma, and epidermal growth factor receptor (EGFR) expression, PPAR signaling, and urothelial cell proliferation in rats fed either a normal or an acidified diet for 5, 18, or 33 days. A subset of rats in the 18-day study also received 63 mg/kg of the PPARgamma agonist pioglitazone daily for the final 3 days to directly assess the effects of diet acidification on responsiveness to PPARgamma agonism. Urothelial cell PPARalpha and gamma expression and signaling were evaluated in the 18- and 33-day studies by immunohistochemical assessment of PPAR protein (33-day study only) and quantitative real-time polymerase chain reaction (qRT-PCR) measurement of PPAR-regulated gene expression. In the 5-day study, EGFR expression and phosphorylation status were evaluated by immunohistochemical staining and egfr and akt2 mRNA levels were assessed by qRT-PCR. Diet acidification did not alter PPARalpha, delta, or gamma mRNA or protein expression, PPARalpha- or gamma-regulated gene expression, total or phosphorylated EGFR protein, egfr or akt2 gene expression, or proliferation in urothelium. Moreover, diet acidification had no effect on pioglitazone-induced changes in urothelial PPARgamma-regulated gene expression. These results support the contention that urine acidification does not prevent PPARgamma agonist-induced bladder tumors by altering PPARalpha, gamma, or EGFR expression or PPAR signaling in rat bladder urothelium.


Assuntos
Ácidos/urina , Dieta , Fator de Crescimento Epidérmico/biossíntese , Receptores Ativados por Proliferador de Peroxissomo/biossíntese , Bexiga Urinária/metabolismo , Urotélio/metabolismo , Animais , Proliferação de Células , Imuno-Histoquímica , Masculino , Receptores Ativados por Proliferador de Peroxissomo/agonistas , Fosforilação , Pioglitazona , Ratos , Ratos Sprague-Dawley , Transdução de Sinais , Tiazolidinedionas/farmacologia , Bexiga Urinária/citologia , Neoplasias da Bexiga Urinária/metabolismo , Neoplasias da Bexiga Urinária/prevenção & controle , Urotélio/citologia
6.
Dig Dis Sci ; 51(3): 431-9, 2006 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-16614949

RESUMO

Atrophic gastritis, characterized as parietal cell loss or oxyntic atrophy, is the primary event in the evolution of the spectrum of metaplastic and hyperplastic lineage changes thought to predispose to gastric neoplasia. A number of animal models have provided insights into the lineage changes induced by oxyntic atrophy. Recently, we have reported a model for pharmacological induction of oxyntic atrophy with DMP-777. DMP-777 ablates parietal cells selectively and leads to the gastric cell lineage changes including foveolar hyperplasia and spasmolytic polypeptide expressing metaplasia (SPEM). Previous investigations showed that DMP-777 dissipated a gastric tubulovesicle proton gradient without impairing the H/K-ATPase activity, consistent with its pharmacological action as a parietal cell-specific protonophore which could induce parietal cell necrosis through backwash of luminal acid into actively secreting cells. We hypothesized that, if DMP-777 was acting as a parietal cell protonophore, then suppression of acid secretion should protect parietal cells from the toxic effects of the drug. In this study, we pretreated and coadministered the proton pump inhibitor omeprazole with DMP-777 to determine the effect of active acid secretion inhibition on the DMP-777-induced histologic changes in the stomachs of male rats. Omeprazole pretreatment ameliorated DMP-777-induced parietal cell loss as well as foveolar hyperplasia. These results indicate that active acid secretion is required for DMP-777 cytotoxicity, consistent with its suggested behavior as a parietal cell-specific protonophore.


Assuntos
Ácido Gástrico/metabolismo , Gastrite Atrófica/tratamento farmacológico , Gastrite Atrófica/patologia , Omeprazol/farmacologia , Células Parietais Gástricas/efeitos dos fármacos , Análise de Variância , Animais , Azetidinas , Modelos Animais de Doenças , Interações Medicamentosas , Mucosa Gástrica/efeitos dos fármacos , Mucosa Gástrica/patologia , Imuno-Histoquímica , Masculino , Células Parietais Gástricas/patologia , Piperazinas , Distribuição Aleatória , Ratos , Ratos Sprague-Dawley , Valores de Referência , Sensibilidade e Especificidade , Fator Trefoil-2
7.
Toxicol Sci ; 84(2): 232-42, 2005 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-15673846

RESUMO

4-(3-pentylamino)-2,7-dimethyl-8-(2-methyl-4-methoxyphenyl)-pyrazolo-[1,5-a]-pyrimidine (DMP 904) is a potent and selective antagonist of corticotropin releasing factor receptor-1 (CRF1 receptor) with an efficacious anxiolytic profile in preclinical animal models. In subchronic toxicity studies in Sprague-Dawley rats, DMP 904 produced thyroid follicular cell hypertrophy and hyperplasia, and a low incidence of follicular cell adenoma. The current investigations were designed to determine the mode of action by which DMP 904 disrupts thyroid homeostasis in male rats. Five-day treatment with DMP 904 (300 mg/kg/day) dramatically lowered serum thyroxine (T4) to levels below detectable limits (< 1 microg/dl) by 72 h, with concurrent decreases in triiodothyronine (T3, about a 70% decrease) and increases in thyroid stimulating hormone (TSH; about a three-fold increase). DMP 904 increased [125I]T4 total body clearance (Cl tb) (38.21 +/- 10.45 ml/h) compared to control (5.61 +/- 0.59 ml/h) and phenobarbital-treated rats (7.92 +/- 1.62 ml/h). This increase in Cl(tb) was associated with a significant increase in biliary clearance (Cl bile) of unconjugated [125I]T4 (nearly 80-times control rates) and increased liver:blood ratios of T4, suggestive of enhanced hepatic uptake of T4. A single dose of DMP 904 (200 mg/kg) increased mRNA levels of hepatic cytochrome P450s (CYP 3A1 and CYP 2B1) and UDP-glucuronosyltransferases (UGT 1A1 and UGT 1A2). DMP 904 also induced mRNAs of the canalicular transporter, multi-drug resistance protein-2 (Mrp2) and sinusoidal transporters, organic anion transporting proteins (Oatp1 and Oatp2) within 24 h. Western blot analysis confirmed DMP 904 related increases in Oatp2 protein expression. Collectively, these data suggest that DMP 904 is an agonist of the constitutive androstane receptor (CAR) and pregnane X receptor (PXR) and that the decreased serum levels of T4 and T3 resulted from increased hepatobiliary clearance. However, DMP 904 is distinguished from other compounds associated with similar effects on thyroid hormone homeostasis because its effects were primarily related to increased biliary excretion of unconjugated T4.


Assuntos
Hormônio Liberador da Corticotropina/antagonistas & inibidores , Homeostase/efeitos dos fármacos , Fígado/efeitos dos fármacos , Pirazóis/toxicidade , Pirimidinas/toxicidade , Glândula Tireoide/efeitos dos fármacos , Tiroxina/sangue , Tri-Iodotironina/metabolismo , Administração Oral , Animais , Autorradiografia , Bile/metabolismo , Sistema Enzimático do Citocromo P-450/genética , Sistema Enzimático do Citocromo P-450/metabolismo , Glucuronosiltransferase/genética , Glucuronosiltransferase/metabolismo , Fígado/metabolismo , Masculino , Transportadores de Ânions Orgânicos , Proteínas de Transporte de Cátions Orgânicos/metabolismo , RNA Mensageiro/metabolismo , Ratos , Ratos Sprague-Dawley , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Glândula Tireoide/metabolismo , Tireotropina/sangue
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