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2.
Cell Prolif ; 57(8): e13631, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38453465

RESUMEN

Human induced pluripotent stem cell (hiPSC)-derived cardiac organoids (COs) have shown great potential in modelling human heart development and cardiovascular diseases, a leading cause of global death. However, several limitations such as low reproducibility, limited vascularization and difficulty in formation of cardiac chamber were yet to be overcome. We established a new method for robust generation of COs, via combination of methodologies of hiPSC-derived vascular spheres and directly differentiated cardiomyocytes from hiPSCs, and investigated the potential application of human COs in cardiac injury modelling and drug evaluation. The human COs we built displayed a vascularized and chamber-like structure, and hence were named vaschamcardioids (vcCOs). These vcCOs exhibited approximately 90% spontaneous beating ratio. Single-cell transcriptomics identified a total of six cell types in the vcCOs, including cardiomyocytes, cardiac precursor cells, endothelial cells, fibroblasts, etc. We successfully recaptured the processes of cardiac injury and fibrosis in vivo on vcCOs, and showed that the FDA-approved medication captopril significantly attenuated cardiac injury-induced fibrosis and functional disorders. In addition, the human vcCOs exhibited an obvious drug toxicity reaction to doxorubicin in a dose-dependent manner. We developed a three-step method for robust generation of chamber-like and vascularized complex vcCOs, and our data suggested that vcCOs might become a useful model for understanding pathophysiological mechanisms of cardiovascular diseases, developing intervention strategies and screening drugs.


Asunto(s)
Doxorrubicina , Células Madre Pluripotentes Inducidas , Miocitos Cardíacos , Organoides , Humanos , Organoides/efectos de los fármacos , Organoides/metabolismo , Miocitos Cardíacos/efectos de los fármacos , Miocitos Cardíacos/citología , Miocitos Cardíacos/metabolismo , Células Madre Pluripotentes Inducidas/citología , Células Madre Pluripotentes Inducidas/efectos de los fármacos , Células Madre Pluripotentes Inducidas/metabolismo , Doxorrubicina/farmacología , Cardiopatías/patología , Cardiopatías/tratamiento farmacológico , Diferenciación Celular/efectos de los fármacos , Captopril/farmacología , Animales , Células Cultivadas , Evaluación de Medicamentos/métodos
3.
Rev. cuba. med. mil ; 52(3)sept. 2023. tab
Artículo en Inglés | LILACS, CUMED | ID: biblio-1559840

RESUMEN

Introduction: Monitoring changes in the levels of immune markers is of great significance in evaluating the effectiveness of treatment in patients with allergic rhinitis. Objectives: Determine the change in the concentration of immune markers after treatment in patients with allergic rhinitis caused by cotton dust. Methods: A descriptive, single-group, comparative before and after intervention study on 52 patients with allergic rhinitis caused by cotton dust. Comparison of immunological markers results before and after 36 months of treatment. Results: Total IgE concentration after treatment decreased, the median decreased from 1227.756 U/mL to 676.805 UI/mL. Serum levels of IgG, IgG4, and IgG1 in patients after treatment increased compared to before (p< 0.001). The cytokines also changed in the direction of no longer responding toward allergy. Median IL-17 decreased from 1.752 mg/dL to 0.417 mg/dL. Conclusion: In patients with allergic rhinitis after specific sublingual desensitization treatment, IgE levels and cytokines such as IL-6 and IL-17 are significantly reduced and IgG, IgG4 and IgG1 levels are increased after treatment(AU)


Introducción: El monitoreo de los cambios en los niveles de marcadores inmunes es de gran importancia para evaluar la efectividad del tratamiento en pacientes con rinitis alérgica. Objetivos: Determinar el cambio en la concentración de marcadores inmunes después del tratamiento, en pacientes con rinitis alérgica causada por polvo de algodón. Métodos: Estudio descriptivo, monogrupo, comparativo antes y después de la intervención, en 52 pacientes con rinitis alérgica por polvo de algodón. Se compararon resultados de marcadores inmunológicos antes y después de 36 meses de tratamiento. Resultados: La concentración de IgE total después del tratamiento disminuyó, la mediana disminuyó de 1227,756 U/mL a 676,805 UI/mL. Los niveles séricos de IgG, IgG4 e IgG1 en pacientes, después del tratamiento, aumentaron (p< 0,001). Las citocinas también cambiaron en dirección a ausencia de respuesta a la alergia. La mediana de IL-17 disminuyó de 1,752 mg/dL a 0,417 mg/dL. Conclusión: En pacientes con rinitis alérgica, después del tratamiento específico de desensibilización sublingual, los niveles de IgE y citocinas como IL-6 e IL-17 se reducen significativamente y los niveles de IgG, IgG4 e IgG1 aumentan(AU)


Asunto(s)
Humanos , Inmunoglobulina E , Inmunoglobulina G , Biomarcadores , Resultado del Tratamiento , Polvo , Antígenos de Plantas , Rinitis Alérgica/terapia , Administración Sublingual , Citocinas/inmunología , Vestuario , Corticoesteroides/uso terapéutico , Gossypium , Evaluación de Medicamentos/métodos , Antagonistas de los Receptores Histamínicos/uso terapéutico , Grupos Profesionales
4.
Zhongguo Zhong Yao Za Zhi ; 48(12): 3404-3408, 2023 Jun.
Artículo en Chino | MEDLINE | ID: mdl-37382023

RESUMEN

Amid the modernization and internationalization of traditional Chinese medicine(TCM), the safety of TCM has attracted much attention. At the moment, the government, scientific research teams, and pharmaceutical enterprises have made great efforts to explore methods and techniques for clinical safety evaluation of TCM. Although considerable achievements have been made, there are still many problems, such as the non-standard terms of adverse reactions of TCM, unclear evaluation indicators, unreasonable judgment methods, lack of evaluation models, out-of-date evaluation standards, and unsound reporting systems. Therefore, it is urgent to further deepen the research mode and method of clinical safety evaluation of TCM. Based on the current national requirements for the life-cycle management of drugs, this study focused on the problems in the five dimensions of clinical safety evaluation of TCM, including normative terms, evaluation modes, judgment methods, evaluation standards, and reporting systems, and proposed suggestions on the development of a life-cycle clinical safety evaluation method that conformed to the characteristics of TCM, hoping to provide a reference for future research.


Asunto(s)
Evaluación de Medicamentos , Medicina Tradicional China , Medicina Tradicional China/normas , Evaluación de Medicamentos/métodos , Evaluación de Medicamentos/normas , Evaluación de Medicamentos/tendencias , Industria Farmacéutica/normas , Industria Farmacéutica/tendencias , Investigación/normas , Investigación/tendencias , Humanos
5.
Drug Discov Today ; 27(1): 215-222, 2022 01.
Artículo en Inglés | MEDLINE | ID: mdl-34555509

RESUMEN

Artificial Intelligence (AI) relies upon a convergence of technologies with further synergies with life science technologies to capture the value of massive multi-modal data in the form of predictive models supporting decision-making. AI and machine learning (ML) enhance drug design and development by improving our understanding of disease heterogeneity, identifying dysregulated molecular pathways and therapeutic targets, designing and optimizing drug candidates, as well as evaluating in silico clinical efficacy. By providing an unprecedented level of knowledge on both patient specificities and drug candidate properties, AI is fostering the emergence of a computational precision medicine allowing the design of therapies or preventive measures tailored to the singularities of individual patients in terms of their physiology, disease features, and exposure to environmental risks.


Asunto(s)
Inteligencia Artificial , Diseño de Fármacos/tendencias , Desarrollo de Medicamentos/tendencias , Evaluación de Medicamentos , Medicina de Precisión , Tecnología Biomédica/métodos , Tecnología Biomédica/tendencias , Técnicas de Apoyo para la Decisión , Evaluación de Medicamentos/métodos , Evaluación de Medicamentos/tendencias , Humanos , Informática Médica , Medicina de Precisión/métodos , Medicina de Precisión/tendencias
6.
Drug Discov Today ; 27(1): 49-64, 2022 01.
Artículo en Inglés | MEDLINE | ID: mdl-34400352

RESUMEN

Drug-repurposing technologies are growing in number and maturing. However, comparisons to each other and to reality are hindered because of a lack of consensus with respect to performance evaluation. Such comparability is necessary to determine scientific merit and to ensure that only meaningful predictions from repurposing technologies carry through to further validation and eventual patient use. Here, we review and compare performance evaluation measures for these technologies using version 2 of our shotgun repurposing Computational Analysis of Novel Drug Opportunities (CANDO) platform to illustrate their benefits, drawbacks, and limitations. Understanding and using different performance evaluation metrics ensures robust cross-platform comparability, enabling us to continue to strive toward optimal repurposing by decreasing the time and cost of drug discovery and development.


Asunto(s)
Evaluación de Medicamentos , Reposicionamiento de Medicamentos , Tecnología Biomédica/métodos , Tecnología Biomédica/tendencias , Biología Computacional , Evaluación de Medicamentos/métodos , Evaluación de Medicamentos/normas , Reposicionamiento de Medicamentos/métodos , Reposicionamiento de Medicamentos/tendencias , Humanos , Informática Médica
7.
Exp Eye Res ; 213: 108827, 2021 12.
Artículo en Inglés | MEDLINE | ID: mdl-34742691

RESUMEN

Drug development, resource- and time-intensive, extensively employs cell-based assays to assess the efficacy and safety of candidate drugs. The widely used immortalized cell lines, experimentally convenient, have limited predictive value. In contrast, ex-vivo models more faithfully reproduce diseases but are technically challenging to establish. To address this need, we developed a simplified process for ex-vivo cell culture, demonstrating its feasibility in ocular surface cells. Conjunctival cells were harvested by impression cytology and grown on mixed cellulose ester membrane filters (MCFs). Human and rabbit conjunctival cells cultured on MCFs are 100% viable at 24 h, and 43% viable at 72 h. A gene expression study evaluating 84 genes involved in ocular inflammation demonstrated that ex-vivo culturing maintains intact the expression of two thirds of these genes in human cells. That these cells are suitable for the assessment of ocular drugs was demonstrated by studying the effect of phosphosulindac (PS), a small molecule under development for the treatment of dry eye disease, in both human and rabbit conjunctival cells. PS, for example, suppressed the expression of CXCL10, a cytokine participating in the pathogenesis of dry eye disease, in human and in rabbit conjunctival cells cultured ex-vivo by 32% and 70%, respectively. Conjunctival cells cultured ex-vivo can be transfected to evaluate mechanistic questions. We successfully transfected such cells with a plasmid expressing luciferase under the control of an IFN-γ-responsive promoter or its control plasmid. IFN-γ stimulated luciferase expression by 85% in cells with the responsive plasmid but not in controls; PS significantly suppressed this induction by 37% without affecting the control plasmid. These findings demonstrate that human and rabbit conjunctival cells cultured ex-vivo with our method are viable and maintain their biological integrity; respond to biological and pharmacological agents; and are transfectable with informative plasmids. The unique advantage of this method is to potentially accelerate the development of novel drugs for the treatment of ocular surface diseases, and to advance our understanding of ocular surface pathophysiology.


Asunto(s)
Antiinflamatorios no Esteroideos/uso terapéutico , Conjuntiva/efectos de los fármacos , Evaluación de Medicamentos/métodos , Síndromes de Ojo Seco/tratamiento farmacológico , Compuestos Organofosforados/uso terapéutico , Sulindac/análogos & derivados , Adulto , Anciano , Animales , Técnicas de Cultivo de Célula , Supervivencia Celular , Celulosa/análogos & derivados , Celulosa/química , Quimiocina CXCL10/metabolismo , Conjuntiva/metabolismo , Desarrollo de Medicamentos , Femenino , Perfilación de la Expresión Génica , Humanos , Luciferasas/metabolismo , Masculino , Persona de Mediana Edad , Plásmidos , Conejos , Reacción en Cadena en Tiempo Real de la Polimerasa , Sulindac/uso terapéutico , Obtención de Tejidos y Órganos , Transfección
8.
BMB Rep ; 54(11): 563-568, 2021 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-34488935

RESUMEN

Cancer cells predominantly generate energy via glycolysis, even in the presence of oxygen, to support abnormal cell proliferation. Suppression of PDHA1 by PDK1 prevents the conversion of cytoplasmic pyruvate into Acetyl-CoA. Several PDK inhibitors have been identified, but their clinical applications have not been successful for unclear reasons. In this study, endogenous PDHA1 in A549 cells was silenced by the CRISPR/Cas9 system, and PDHA1WT and PDHA13SD were transduced. Since PDHA13SD cannot be phosphorylated by PDKs, it was used to evaluate the specific activity of PDK inhibitors. This study highlights that PDHA1WT and PDHA13SD A549 cells can be used as a cell-based PDK inhibitor-distinction system to examine the relationship between PDH activity and cell death by established PDK inhibitors. Leelamine, huzhangoside A and otobaphenol induced PDH activity-dependent apoptosis, whereas AZD7545, VER-246608 and DCA effectively enhanced PDHA1 activity but little toxic to cancer cells. Furthermore, the activity of phosphomimetic PDHA1 revealed the complexity of its regulation, which requires further in-depth investigation. [BMB Reports 2021; 54(11): 563-568].


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas/patología , Evaluación de Medicamentos/métodos , Inhibidores Enzimáticos/farmacología , Neoplasias Pulmonares/patología , Piruvato Deshidrogenasa (Lipoamida)/antagonistas & inhibidores , Células A549 , Apoptosis , Carcinoma de Pulmón de Células no Pequeñas/tratamiento farmacológico , Carcinoma de Pulmón de Células no Pequeñas/enzimología , Inhibidores Enzimáticos/química , Humanos , Neoplasias Pulmonares/tratamiento farmacológico , Neoplasias Pulmonares/enzimología , Fosforilación
10.
Behav Pharmacol ; 32(5): 453-458, 2021 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-33883450

RESUMEN

G-protein-biased mu-opioid receptor (GPB-MOR) agonists are an emerging class of compounds being evaluated as candidate analgesics and agonist medications for opioid use disorder. Most of the basic pharmacology of GPB-MOR agonists has been conducted in rodents and much less is known how the basic behavioral pharmacology of these compounds translates to nonhuman primates. The present study determined the antinociceptive potency and time course of three putative GPB-MOR agonists: (+)-oliceridine (i.e. TRV130), SR14968, and SR17018 in male rhesus monkeys (n = 3). In addition, the respiratory effects of these compounds were also indirectly determined using a pulse oximeter to measure percent peripheral oxygen saturation (%SpO2). The largest intramuscular oliceridine dose (3.2 mg/kg) produced significant antinociception at 50°C, but not 54°C, and peak effects were between 10 and 30 min. Oliceridine also decreased SpO2 below the 90% threshold that would be clinically categorized as hypoxia in two out of three monkeys. The largest intramuscular SR14968 dose (0.32 mg/kg) produced 100% MPE at 50°C, but not 54°C, in two out of three monkeys, and peak effects were between 30 and 100 min. The largest intravenous SR17018 dose (1 mg/kg) produced 100% MPE at 50°C, but not 54°C, in the same two out of three monkeys, and peak effects were between 30 and 100 min. Solubility limitations for both SR14968 and SR17018 impaired our ability to determine in-vivo potency and effectiveness on antinociceptive and %SpO2 measures for these two compounds.


Asunto(s)
Proteínas de Unión al GTP/metabolismo , Trastornos Relacionados con Opioides/tratamiento farmacológico , Dolor/tratamiento farmacológico , Receptores Opioides mu , Respiración/efectos de los fármacos , Compuestos de Espiro/farmacología , Tiofenos/farmacología , Analgésicos/farmacología , Animales , Conducta Animal , Evaluación de Medicamentos/métodos , Macaca mulatta , Masculino , Oximetría/métodos , Receptores Opioides mu/agonistas , Receptores Opioides mu/metabolismo
11.
Am J Epidemiol ; 190(8): 1452-1456, 2021 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-33564823

RESUMEN

The coronavirus disease 2019 pandemic, which was caused by the severe acute respiratory syndrome coronavirus 2, has led to an unprecedented effort to generate real-world evidence on the safety and effectiveness of various treatments. A growing number of observational studies in which the effects of certain drugs were evaluated have been conducted, including several in which researchers assessed whether hydroxychloroquine improved outcomes in infected individuals and whether renin-angiotensin-aldosterone system inhibitors have detrimental effects. In the present article, we review and illustrate how immortal time bias and selection bias were present in several of these studies. Understanding these biases and how they can be avoided may prove important for future observational studies assessing the effectiveness and safety of potentially promising drugs during the coronavirus 19 pandemic.


Asunto(s)
Tratamiento Farmacológico de COVID-19 , Estudios de Cohortes , Evaluación de Medicamentos/métodos , Ensayos Clínicos Controlados Aleatorios como Asunto , Sesgo , Humanos , Proyectos de Investigación , SARS-CoV-2
12.
Mil Med Res ; 8(1): 1, 2021 01 06.
Artículo en Inglés | MEDLINE | ID: mdl-33402220

RESUMEN

Coronavirus disease 2019 (COVID-19), caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has caused millions of infections and deaths worldwide since its emergence in December 2019. As there is little or no natural immunity in the human population or specific anti-COVID-19 drugs, researchers from the government, academia and industry are developing vaccines at an unprecedented speed to halt the pandemic. In this review, the results of animal experiments and clinical trials on several vaccine technical platforms are summarized, and several challenges are also discussed to further promote the development, evaluation and application of vaccines during the challenging situation of the global pandemic.


Asunto(s)
Vacunas contra la COVID-19 , COVID-19/prevención & control , Pandemias/prevención & control , SARS-CoV-2/inmunología , Animales , Ensayos Clínicos como Asunto , Evaluación de Medicamentos/métodos , Humanos
13.
Pediatr Blood Cancer ; 68(2): e28828, 2021 02.
Artículo en Inglés | MEDLINE | ID: mdl-33245181

RESUMEN

BACKGROUND: Pediatric anticancer drug development has numerous challenges. The Pediatric Research Equity Act (PREA) and the Best Pharmaceuticals for Children Act (BPCA) were passed to address pediatric drug development deficiencies in general. Until recently, the requirements for pediatric evaluation of most oncology products developed for adult cancers have been waived. Because children typically do not have the same type of cancers, which occur commonly in adults, or the indication or drug had been granted an orphan designation, PREA therefore has had no impact. Pediatric studies for labeling updates are largely done through BPCA by a written request (WR) issued by the Food and Drug Administration (FDA). Because the cancers that occur in pediatric and adult populations do not share the same etiology or natural history, there are limited opportunities to extrapolate adult efficacy and safety to the pediatric population. The characteristics of individual pediatric studies included in WRs have varied greatly over time. PROCEDURE: In this study, we searched WRs that were issued by the FDA since 2001. We found 40 such requests issued for oncology drugs and biologics, which had been accepted by sponsors. RESULTS: Clinical trials included in 23 of the WRs have been concluded, 19 have resulted in exclusivity, and three drugs that were studied have been approved for use in pediatric populations. Herein, we present the spectrum of WRs from a regulatory, study design, dosing, formulation, analysis plan, evidentiary standard of efficacy, and safety perspective. CONCLUSIONS: This provides information on requests issued in the past nearly 20 years and studies that are completed. As WRs have provided the only regulatory mechanism to assure pediatric cancer drug development, this can potentially provide insight on how pediatric cancer drug development may change in the future.


Asunto(s)
Antineoplásicos/uso terapéutico , Aprobación de Drogas/legislación & jurisprudencia , Evaluación de Medicamentos/métodos , Neoplasias/tratamiento farmacológico , Niño , Ensayos Clínicos como Asunto/estadística & datos numéricos , Humanos , Estados Unidos , United States Food and Drug Administration
14.
Clin Pharmacol Ther ; 109(5): 1353-1360, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-33245789

RESUMEN

Self-controlled designs, specifically the case-crossover (CCO) and the self-controlled case series (SCCS), are increasingly utilized to generate real-world evidence (RWE) on drug-drug interactions (DDIs). Although these designs share the advantages and limitations of within-individual comparison, they also have design-specific assumptions. It is not known to what extent the differences in assumptions lead to different results in RWE DDI analyses. Using a nationwide US commercial healthcare insurance database (2006-2016), we compared the CCO and SCCS designs, as they are implemented in DDI studies, within five DDI-outcome examples: (1) simvastatin + clarithromycin and muscle-related toxicity; (2) atorvastatin + valsartan, and muscle-related toxicity; and (3-5) dabigatran + P-glycoprotein inhibitor (clarithromycin, amiodarone, and verapamil) and bleeding. Analyses were conducted within person-time exposed to the object drug (statins and dabigatran) and adjusted for bias associated with the inhibiting drugs via control groups of individuals unexposed to the object drug. The designs yielded similar estimates in most examples, with SCCS displaying better statistical efficiency. With both designs, results varied across sensitivity analyses, particularly in CCO analyses with small number of exposed individuals. Analyses in controls revealed substantial bias that may be differential across DDI-exposed and control individuals. Thus, both designs showed no association between amiodarone or verapamil and bleeding in dabigatran-exposed but revealed strong positive associations in controls. Overall, bias adjustment via a control group had a larger impact on results than the choice of a design, highlighting the importance and challenges of appropriate control group selection for adequate bias control in self-controlled analyses of DDIs.


Asunto(s)
Evaluación de Medicamentos/métodos , Interacciones Farmacológicas , Anciano , Atorvastatina/farmacocinética , Claritromicina/farmacocinética , Dabigatrán/farmacocinética , Bases de Datos Factuales , Medicina Basada en la Evidencia , Femenino , Humanos , Masculino , Persona de Mediana Edad , Simvastatina/farmacocinética , Estados Unidos , Valsartán/farmacocinética
15.
Clin Pharmacol Ther ; 109(5): 1342-1352, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-33174626

RESUMEN

The botanical natural product goldenseal can precipitate clinical drug interactions by inhibiting cytochrome P450 (CYP) 3A and CYP2D6. Besides P-glycoprotein, effects of goldenseal on other clinically relevant transporters remain unknown. Established transporter-expressing cell systems were used to determine the inhibitory effects of a goldenseal extract, standardized to the major alkaloid berberine, on transporter activity. Using recommended basic models, the extract was predicted to inhibit the efflux transporter BCRP and uptake transporters OATP1B1/3. Using a cocktail approach, effects of the goldenseal product on BCRP, OATP1B1/3, OATs, OCTs, MATEs, and CYP3A were next evaluated in 16 healthy volunteers. As expected, goldenseal increased the area under the plasma concentration-time curve (AUC0-inf ) of midazolam (CYP3A; positive control), with a geometric mean ratio (GMR) (90% confidence interval (CI)) of 1.43 (1.35-1.53). However, goldenseal had no effects on the pharmacokinetics of rosuvastatin (BCRP and OATP1B1/3) and furosemide (OAT1/3); decreased metformin (OCT1/2, MATE1/2-K) AUC0-inf (GMR, 0.77 (0.71-0.83)); and had no effect on metformin half-life and renal clearance. Results indicated that goldenseal altered intestinal permeability, transport, and/or other processes involved in metformin absorption, which may have unfavorable effects on glucose control. Inconsistencies between model predictions and pharmacokinetic outcomes prompt further refinement of current basic models to include differential transporter expression in relevant organs and intestinal degradation/metabolism of the precipitant(s). Such refinement should improve in vitro-in vivo prediction accuracy, contributing to a standard approach for studying transporter-mediated natural product-drug interactions.


Asunto(s)
Productos Biológicos/farmacocinética , Evaluación de Medicamentos/métodos , Interacciones de Hierba-Droga , Hydrastis , Adulto , Alcaloides/farmacocinética , Productos Biológicos/química , Estudios Cruzados , Femenino , Furosemida/farmacocinética , Células HEK293 , Humanos , Hydrastis/química , Masculino , Metformina/farmacocinética , Midazolam/farmacocinética , Transportadores de Anión Orgánico/antagonistas & inhibidores , Transportadores de Anión Orgánico/metabolismo , Proteínas de Transporte de Catión Orgánico/antagonistas & inhibidores , Proteínas de Transporte de Catión Orgánico/metabolismo , Extractos Vegetales/química , Extractos Vegetales/farmacocinética , Rosuvastatina Cálcica/farmacocinética
16.
Clin Pharmacol Ther ; 109(5): 1326-1333, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-33150581

RESUMEN

First-in-human (FIH) studies typically progress through cohorts of fixed, standard size throughout the escalation scheme. This work presents and tests a pharmacology-guided rule-based adaptive dose escalation design that aims at making "best use" of participants in early clinical drug evaluation; it is paper based, not requiring real-time access to computational methods. The design minimizes the number of participants exposed to dose levels with low likelihood of being therapeutically relevant. Using criteria based on dose-limiting adverse event rate and on target exposure or target pharmacodynamics, the design increases the sample size when approaching the dose range of potential clinical relevance. The adaptive escalation design was retrospectively tested on actual data from a sample of 40 recently executed FIH studies with novel small and large molecules, and it was evaluated by simulating trials with three compounds with different therapeutic windows, i.e., representing a promising, unacceptable, and dubious profile. In retrospective evaluation of the adaptive escalation design, none of the cases overshot the actually reported top dose; one case resulted in a top dose that was within 20% under the estimated maximum tolerated dose in the original study. The median reduction of total number of participants per study was 38%. Trial simulations confirmed the retrospective evaluation, showing a similar performance of the adaptive escalation design compared with the conventional 6 + 2 design, at a reduced study size for compounds with a presumed acceptable therapeutic window. The adaptive escalation design was shown to make "best use" of participants in FIH studies without compromising safety.


Asunto(s)
Relación Dosis-Respuesta a Droga , Evaluación de Medicamentos/métodos , Simulación por Computador , Efectos Colaterales y Reacciones Adversas Relacionados con Medicamentos , Humanos , Dosis Máxima Tolerada , Estudios Retrospectivos
17.
Am J Epidemiol ; 190(7): 1341-1348, 2021 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-33350433

RESUMEN

New-user designs restricting to treatment initiators have become the preferred design for studying drug comparative safety and effectiveness using nonexperimental data. This design reduces confounding by indication and healthy-adherer bias at the cost of smaller study sizes and reduced external validity, particularly when assessing a newly approved treatment compared with standard treatment. The prevalent new-user design includes adopters of a new treatment who switched from or previously used standard treatment (i.e., the comparator), expanding study sample size and potentially broadening the study population for inference. Previous work has suggested the use of time-conditional propensity-score matching to mitigate prevalent user bias. In this study, we describe 3 "types" of initiators of a treatment: new users, direct switchers, and delayed switchers. Using these initiator types, we articulate the causal questions answered by the prevalent new-user design and compare them with those answered by the new-user design. We then show, using simulation, how conditioning on time since initiating the comparator (rather than full treatment history) can still result in a biased estimate of the treatment effect. When implemented properly, the prevalent new-user design estimates new and important causal effects distinct from the new-user design.


Asunto(s)
Causalidad , Evaluación de Medicamentos/métodos , Selección de Paciente , Proyectos de Investigación , Sesgo , Humanos
18.
Neurosurg Clin N Am ; 32(1): 93-104, 2021 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-33223031

RESUMEN

Despite significant improvement in understanding of molecular underpinnings driving glioblastoma, there is minimal improvement in overall survival of patients. This poor outcome is caused in part by traditional designs of early phase clinical trials, which focus on clinical assessments of drug toxicity and response. Window of opportunity trials overcome this shortcoming by assessing drug-induced on-target molecular alterations in post-treatment human tumor specimens. This article provides an overview of window of opportunity trials, including novel designs for incorporating biologic end points into early stage trials in context of brain tumors, and examples of successfully executed window of opportunity trials for glioblastoma.


Asunto(s)
Neoplasias Encefálicas/diagnóstico , Neoplasias Encefálicas/terapia , Evaluación de Medicamentos/métodos , Glioblastoma/diagnóstico , Glioblastoma/terapia , Biomarcadores de Tumor , Ensayos Clínicos como Asunto , Determinación de Punto Final , Humanos
19.
Arch Toxicol ; 94(11): 3847-3860, 2020 11.
Artículo en Inglés | MEDLINE | ID: mdl-33033842

RESUMEN

Physiology-based pharmacokinetic and toxicokinetic (PBPK/TK) models allow us to simulate the concentration of xenobiotica in the plasma and different tissues of an organism. PBPK/TK models are therefore routinely used in many fields of life sciences to simulate the physiological concentration of exogenous compounds in plasma and tissues. The application of PBTK models in ecotoxicology, however, is currently hampered by the limited availability of models for focal species. Here, we present a best practice workflow that describes how to build PBTK models for novel species. To this end, we extrapolated eight previously established rabbit models for several drugs to six additional mammalian species (human, beagle, rat, monkey, mouse, and minipig). We used established PBTK models for these species to account for the species-specific physiology. The parameter sensitivity in the resulting 56 PBTK models was systematically assessed to rank the relevance of the parameters on overall model performance. Interestingly, more than 80% of the 609 considered model parameters showed a negligible sensitivity throughout all models. Only approximately 5% of all parameters had a high sensitivity in at least one of the PBTK models. This approach allowed us to rank the relevance of the various parameters on overall model performance. We used this information to formulate a best practice guideline for the efficient development of PBTK models for novel animal species. We believe that the workflow proposed in this study will significantly support the development of PBTK models for new animal species in the future.


Asunto(s)
Evaluación de Medicamentos/métodos , Modelos Biológicos , Farmacocinética , Guías de Práctica Clínica como Asunto , Animales , Perros , Haplorrinos , Ratones , Conejos , Ratas , Medición de Riesgo , Especificidad de la Especie , Porcinos , Flujo de Trabajo , Xenobióticos
20.
BMJ ; 371: m3434, 2020 10 07.
Artículo en Inglés | MEDLINE | ID: mdl-33028575

RESUMEN

OBJECTIVE: To characterize the therapeutic value of new drugs approved by the US Food and Drug Administration (FDA) and European Medicines Agency (EMA) and the association between these ratings and regulatory approval through expedited programs. DESIGN: Retrospective cohort study. SETTING: New drugs approved by the FDA and EMA between 2007 and 2017, with follow-up through 1 April 2020. DATA SOURCES: Therapeutic value was measured using ratings of new drugs by five independent organizations (Prescrire and health authorities of Canada, France, Germany, and Italy). MAIN OUTCOME MEASURES: Proportion of new drugs rated as having high therapeutic value; association between high therapeutic value rating and expedited status. RESULTS: From 2007 through 2017, the FDA and EMA approved 320 and 268 new drugs, respectively, of which 181 (57%) and 39 (15%) qualified for least one expedited program. Among 267 new drugs with a therapeutic value rating, 84 (31%) were rated as having high therapeutic value by at least one organization. Compared with non-expedited drugs, a greater proportion of expedited drugs were rated as having high therapeutic value among both FDA approvals (45% (69/153) v 13% (15/114); P<0.001) and EMA approvals (67% (18/27) v 27% (65/240); P<0.001). The sensitivity and specificity of expedited program for a drug being independently rated as having high therapeutic value were 82% (95% confidence interval 72% to 90%) and 54% (47% to 62%), respectively, for the FDA, compared with 25.3% (16.4% to 36.0%) and 90.2% (85.0% to 94.1%) for the EMA. CONCLUSIONS: Less than a third of new drugs approved by the FDA and EMA over the past decade were rated as having high therapeutic value by at least one of five independent organizations. Although expedited drugs were more likely than non-expedited drugs to be highly rated, most expedited drugs approved by the FDA but not the EMA were rated as having low therapeutic value.


Asunto(s)
Aprobación de Drogas , Evaluación de Medicamentos , Servicios de Información sobre Medicamentos , Difusión de la Información , Vigilancia de Productos Comercializados , Aprobación de Drogas/métodos , Aprobación de Drogas/estadística & datos numéricos , Evaluación de Medicamentos/métodos , Evaluación de Medicamentos/estadística & datos numéricos , Servicios de Información sobre Medicamentos/organización & administración , Servicios de Información sobre Medicamentos/normas , Servicios de Información sobre Medicamentos/estadística & datos numéricos , Europa (Continente) , Humanos , Vigilancia de Productos Comercializados/métodos , Vigilancia de Productos Comercializados/estadística & datos numéricos , Desarrollo de Programa , Mejoramiento de la Calidad , Estudios Retrospectivos , Estados Unidos
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