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1.
Ther Innov Regul Sci ; 57(3): 464-466, 2023 05.
Artículo en Inglés | MEDLINE | ID: mdl-36630011

RESUMEN

In this short note, we express our viewpoint regarding declaring study success based on Bayesian predictive probability of study success.


Asunto(s)
Proyectos de Investigación , Teorema de Bayes , Probabilidad
2.
J Soc Cardiovasc Angiogr Interv ; 2(1): 100541, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-39132535

RESUMEN

Background: A recent analysis of a large registry showed differences in periprocedural outcomes of the Watchman left atrial appendage closure device in males compared with females. The objective of our study was to investigate the 5-year event rate in males and females enrolled in the Watchman device premarket clinical studies submitted for US Food and Drug Administration review. Methods: We conducted a patient-level meta-analysis of 2256 patients from 4 studies: the PROTECT AF (Embolic Protection in Patients with Atrial Fibrillation) and PREVAIL (Prospective Randomized Evaluation of the Watchman Left Atrial Appendage Closure Device in Patients with Atrial Fibrillation vs Long-Term Warfarin Therapy) randomized controlled trials and their continued-access registries-CAP1 (Continued Access to PROTECT AF) and CAP2 (Continued Access to PREVAIL). The outcomes evaluated were ischemic stroke (IS), IS/systemic embolism, hemorrhagic stroke (HS), and all-cause mortality. Mixed-effects Cox regression models and statistical testing for treatment-by-sex interaction were used to compare left atrial appendage closure vs warfarin in males and females. Hazard ratios adjusted (aHRs) for CHADS2 scores were generated using the same model with CHADS2 score as a covariate. Time-to-event end points were evaluated using the Kaplan-Meier method and log-rank test. Results: For Watchman vs warfarin in the 2 randomized controlled trials, there was no significant interaction between sex and treatment for IS, IS/systemic embolism, HS, and all-cause mortality (P > .05); both males and females in the Watchman group had a lower aHR for HS than that in the warfarin group, which was statistically significant for males (aHR, 0.163; 95% CI, 0.045-0.593). In addition, there were no differences in outcomes between females and males treated with the Watchman device when pooling all studies. Conclusions: These data suggest that sex does not significantly affect the long-term safety and effectiveness of the Watchman device in patients with nonvalvular atrial fibrillation; however, further studies are needed.

3.
PLoS One ; 8(8): e58557, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-23990866

RESUMEN

PURPOSE: Clinical development of cancer drugs has a low success rate. Prognostic and predictive biomarkers using minimally invasive approaches hold promise for increasing the probability of success by enabling disease characterization, patient selection and early detection of drug treatment effect. Enumeration and molecular characterization of circulating tumor cells (CTC) may address some of these needs, and thus were evaluated for utility in a Phase I solid tumor clinical study. EXPERIMENTAL DESIGN: Blood samples for CTC analysis were obtained from 24 cancer patients in a multi-center all-comer Phase I study of MEDI-575, a novel anti-PDGFRα antibody. Samples were taken at screening and analyzed for enumeration of CTC using the CellSearch(®) platform and for molecular characterization using a novel quantitative RT-PCR assay. RESULTS: Fifty-nine percent of the patients showed at least 1 CTC per 7.5 ml of blood at baseline. Progression-free survival (PFS) and overall survival (OS) of patients with 0 CTCs at baseline were longer than PFS and Os for patients with 1-3 and >3 CTCs (8.8 versus 1.4 and 1.3 months PFS, P = 0.02; 9.0 vs 7.4 and 3.5 months OS, P = 0.20, respectively). Patients with 0 CTC showed a greater percentage of stable disease than the other 2 groups with 1-3 and >3 CTCs (57% vs 29% and 0%). The multimarker qRT-PCR method detected CTC in 40% of the patients, and 80% of these patients were positive for pre-selected drug target genes. CONCLUSION: CTC enumeration of patients in an all-comer study is feasible and may allow for patient stratification for PFS and Os to evaluate the clinical response of investigational agents. Gene expression profiling of isolated CTC may provide a means for molecular characterization of selected tumor targets.


Asunto(s)
Biomarcadores de Tumor/metabolismo , Neoplasias/sangre , Neoplasias/metabolismo , Células Neoplásicas Circulantes , Adulto , Anciano , Supervivencia sin Enfermedad , Femenino , Perfilación de la Expresión Génica/métodos , Regulación Neoplásica de la Expresión Génica , Humanos , Masculino , Persona de Mediana Edad , Probabilidad , Pronóstico , Reacción en Cadena en Tiempo Real de la Polimerasa/métodos , Factores de Tiempo
4.
Invest New Drugs ; 31(1): 77-84, 2013 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-22370972

RESUMEN

BACKGROUND: Targeting the cell-surface receptor EphA2, which is highly expressed in some solid tumors, is a novel approach for cancer therapy. We aimed to evaluate the safety profile, maximum tolerated dose (MTD), pharmacokinetics, and antitumor activity of MEDI-547, an antibody drug conjugate composed of the cytotoxic drug auristatin (toxin) linked to a human anti-EphA2 monoclonal antibody (1C1), in patients with solid tumors relapsed/refractory to standard therapy. METHODS: In this phase 1, open-label study with planned dose-escalation and dose-expansion cohorts, patients received a 1-h intravenous infusion of MEDI-547 (0.08 mg/kg) every 3 weeks. RESULTS: Six patients received 0.08 mg/kg; all discontinued treatment. Dose escalation was not pursued. The study was stopped before cohort 2 enrollment due to treatment-related bleeding and coagulation events (hemorrhage-related, n = 3; epistaxis, n = 2). Therefore, lower doses were not explored and an MTD could not be selected. The most frequently reported treatment-related adverse events (AEs) were increased liver enzymes, decreased hemoglobin, decreased appetite, and epistaxis. Three patients (50%) experienced treatment-related serious AEs, including conjunctival hemorrhage, pain (led to study drug discontinuation), liver disorder, and hemorrhage. Best response included progressive disease (n = 5; 83.3%) and stable disease (n = 1; 16.7%). Minimal or no dissociation of toxin from 1C1 conjugate occurred in the blood. Serum MEDI-547 concentrations decreased rapidly, ~70% by 3 days post-dose. No accumulation of MEDI-547 was observed at 0.08 mg/kg upon administration of a second dose 3 weeks following dose 1. CONCLUSIONS: The safety profile of MEDI-547 does not support further clinical investigation in patients with advanced solid tumors.


Asunto(s)
Aminobenzoatos/administración & dosificación , Anticuerpos Monoclonales/administración & dosificación , Antineoplásicos/administración & dosificación , Neoplasias/tratamiento farmacológico , Anciano , Aminobenzoatos/efectos adversos , Anticuerpos Monoclonales/efectos adversos , Antineoplásicos/efectos adversos , Antineoplásicos/farmacocinética , Resistencia a Antineoplásicos , Epistaxis/inducido químicamente , Femenino , Hemorragia/inducido químicamente , Humanos , Persona de Mediana Edad , Neoplasias/metabolismo , Receptor EphA2/inmunología
5.
J Immunother ; 33(3): 316-25, 2010 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-20445352

RESUMEN

AlphaVbeta3 (alphavbeta3) is an important molecule for tumor-induced angiogenesis and is upregulated in metastatic melanoma (MM). We proposed to study the mechanism of action of etaracizumab, a monoclonal antibody targeting alphavbeta3, in MM. Patients with MM and biopsiable tumor were treated with etaracizumab in 3 dose cohorts starting from 8 mg/kg. Tumor saturation by etaracizumab using LM609 immunohistochemical staining of tumor sections was the primary endpoint. Subsequent dose cohorts were defined based on the tumor saturation by etaracizumab. Secondary end points were analysis of clinical benefit and changes from baseline of several tumor and peripheral blood biomarkers. Eighteen patients were enrolled at 3 dose levels. Etaracizumab showed better melanoma cell saturation at the 8mg/kg and 1 mg/kg dose compared with the 4 mg/kg dose and better vascular endothelial cell saturation at 8 mg/kg compared with lower dose groups. Etaracizumab demonstrated an acceptable safety profile. The optimal biologic dose out of those selected for investigation was 8 mg/kg. Patients treated at the highest dose may have had better clinical benefit secondary to suppression of the activated immediate downstream effector of alphavbeta3 signaling, FAK, in melanoma cells, but this alone did not ultimately affect melanoma cell proliferation or apoptosis. No apparent antiangiogenic or immunomodulatory effects of etaracizumab were noted.


Asunto(s)
Anticuerpos Monoclonales/uso terapéutico , Melanoma/tratamiento farmacológico , Adulto , Anciano , Anciano de 80 o más Años , Anticuerpos Monoclonales/efectos adversos , Anticuerpos Monoclonales/farmacocinética , Anticuerpos Monoclonales Humanizados , Biomarcadores de Tumor/sangre , Estudios de Cohortes , Relación Dosis-Respuesta a Droga , Femenino , Estudios de Seguimiento , Humanos , Inmunohistoquímica , Integrina alfaVbeta3/inmunología , Antígeno Ki-67/sangre , Masculino , Melanoma/inmunología , Melanoma/patología , Persona de Mediana Edad , Metástasis de la Neoplasia , Análisis de Supervivencia , Taquicardia/inducido químicamente , Factores de Tiempo , Resultado del Tratamiento , Factor A de Crecimiento Endotelial Vascular/sangre
6.
Cancer ; 116(6): 1526-34, 2010 Mar 15.
Artículo en Inglés | MEDLINE | ID: mdl-20108344

RESUMEN

BACKGROUND: The alpha (v) beta (3) (alpha(v)beta(3)) integrin is involved in intracellular signaling regulating cell proliferation, migration, and differentiation and is important for tumor-induced angiogenesis. METHODS: This phase 2, randomized, open-label, 2-arm study was designed to capture safety data and evaluate the antitumor efficacy of etaracizumab (Abegrin), an IgG1 humanized monoclonal antibody against the alpha(v)beta(3) integrin, in patients with previously untreated metastatic melanoma. The objective was to evaluate whether etaracizumab + or - dacarbazine had sufficient clinical activity to warrant further study in a phase 3 clinical trial. RESULTS: One hundred twelve patients were randomized to receive etaracizumab alone (N = 57) or etaracizumab + dacarbazine (N = 55). Safety of etaracizumab + or - dacarbazine was acceptable with infusion-related, gastrointestinal, and metabolic reactions being the most common adverse events (AEs). The majority of AEs were grade 1 or 2 in severity in both study arms; most events were not considered serious, except for cardiovascular (myocardial infarction, atrial fibrillation) and thromboembolic events, which occurred in 3 and 5 patients, respectively. None of the patients in the etaracizumab-alone study arm and 12.7% of patients in the etaracizumab + dacarbazine study arm achieved an objective response. The median duration of objective response in the etaracizumab + dacarbazine study arm was 4.2 months. Stable disease rate, time to progression (TTP), and progression-free survival (PFS) appeared to be similar between the 2 treatment arms. Stable disease occurred in 45.6% of patients in the etaracizumab-alone study arm and 40.0% of patients in the etaracizumab + dacarbazine study arm. Median TTP and median PFS were both 1.8 months in the etaracizumab-alone study arm and 2.5 and 2.6 months in the etaracizumab + dacarbazine study arm, respectively. Median overall survival was 12.6 months in the etaracizumab-alone study arm and 9.4 months in the etaracizumab + dacarbazine study arm. CONCLUSIONS: The survival results in both treatment arms of this study were considered unlikely to result in clinically meaningful improvement over dacarbazine alone.


Asunto(s)
Anticuerpos Monoclonales/uso terapéutico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Dacarbazina/uso terapéutico , Integrina alfaVbeta3/inmunología , Melanoma/tratamiento farmacológico , Neoplasias Cutáneas/tratamiento farmacológico , Adulto , Anciano , Anciano de 80 o más Años , Anticuerpos Monoclonales/administración & dosificación , Anticuerpos Monoclonales/efectos adversos , Anticuerpos Monoclonales Humanizados , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Dacarbazina/administración & dosificación , Supervivencia sin Enfermedad , Femenino , Humanos , Masculino , Melanoma/patología , Persona de Mediana Edad , Neoplasias Cutáneas/patología
7.
Biometrics ; 65(3): 953-61, 2009 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-19021600

RESUMEN

Bayesian experimental design for a clinical trial involves specifying a utility function that models the purpose of the trial, in this case the selection of patients for a diagnostic test. The best sample of patients is selected by maximizing expected utility. This optimization task poses difficulties due to a high-dimensional discrete design space and, also, to an expected utility formula of high complexity. A simulation-based optimal design method is feasible in this case. In addition, two deterministic algorithms that perform a systematic search over the design space are developed to address the computational issues.


Asunto(s)
Teorema de Bayes , Biometría/métodos , Ensayos Clínicos como Asunto/métodos , Modelos Biológicos , Modelos Estadísticos , Evaluación de Resultado en la Atención de Salud/métodos , Selección de Paciente , Algoritmos , Simulación por Computador , Proyectos de Investigación
8.
Stat Med ; 27(13): 2453-73, 2008 Jun 15.
Artículo en Inglés | MEDLINE | ID: mdl-17979150

RESUMEN

Obtaining accurate estimates of the performance of a diagnostic test for some population of patients might be difficult when the sample of subjects used for this purpose is not representative for the whole population. Thus, in the motivating example of this paper a test is evaluated by comparing its results with those given by a gold standard procedure, which yields the disease status verification. However, this procedure is invasive and has a non-negligible risk of serious complications. Moreover, subjects are selected to undergo the gold standard based on some risk factors and the results of the test under study. The test performance estimates based on the selected sample of subjects are biased. This problem was presented in previous studies under the name of verification bias. The current paper introduces a Bayesian method to adjust for this bias, which can be regarded as a missing data problem. In addition, it addresses the case of non-ignorable verification bias. The proposed Bayesian estimation approach provides test performance estimates that are consistent with the results obtained using likelihood-based approach. In addition, the paper studies how valuable the statistical findings are from the perspective of clinical decision making.


Asunto(s)
Teorema de Bayes , Interpretación Estadística de Datos , Pruebas Diagnósticas de Rutina/normas , Modelos Estadísticos , Enfermedad de la Arteria Coronaria/diagnóstico , Toma de Decisiones , Humanos , Tomografía Computarizada de Emisión de Fotón Único
9.
Am J Transplant ; 5(1): 131-8, 2005 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-15636621

RESUMEN

Bronchiolitis obliterans syndrome (BOS) represents a major limitation in lung transplantation. While acute rejection is widely considered the most important risk factor for BOS, the impact of HLA-specific antibodies is less understood. Of 51 lung recipients who were prospectively tested during a 4.2 +/- 1.6-year period, 14 patients developed HLA-specific antibodies. A multi-factorial analysis was performed to correlate the prevalence of BOS with HLA antibodies, persistent-recurrent acute rejection (ACR-PR), lymphocytic bronchiolitis, and HLA-A, -B, and -DR mismatches. HLA-specific antibodies were associated with ACR-PR (10/14 vs. 11/37 with no antibodies, p < 0.05), lymphocytic bronchiolitis (8/14 vs. 10/37, p < 0.05), and BOS (10/14, vs. 9/37, p < 0.005). Other risk factors for BOS were: lymphocytic bronchiolitis (13/18 vs. 6/33 with no lymphocytic bronchiolitis, p < 0.0001), ACR-PR (12/21 vs. 7/30 with no ACR-PR, p < 0.05), and the number of HLA-DR mismatches (1.7 +/- 0.48 in BOS vs. 1.2 +/- 0.63 without BOS, p < 0.05). The presence of antibodies exhibited a cumulative effect on BOS when it was associated with either lymphocytic bronchiolitis or ACR-PR. The complex relationship between the development of HLA antibodies and acute and chronic lung allograft rejection determines the importance of post-transplant screening for HLA-specific antibodies as a prognostic element for lung allograft outcome.


Asunto(s)
Bronquiolitis Obliterante/etiología , Bronquiolitis/inmunología , Antígenos HLA/química , Trasplante de Pulmón/métodos , Biopsia , Supervivencia sin Enfermedad , Ensayo de Inmunoadsorción Enzimática , Estudios de Seguimiento , Rechazo de Injerto , Antígenos HLA/inmunología , Antígenos HLA-DR/inmunología , Prueba de Histocompatibilidad , Humanos , Linfocitos/inmunología , Modelos Biológicos , Análisis Multivariante , Pronóstico , Estudios Prospectivos , Riesgo , Factores de Riesgo , Factores de Tiempo , Inmunología del Trasplante
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