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1.
Clin Transl Sci ; 14(5): 1659-1680, 2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-33982436

RESUMEN

Nonclinical testing has served as a foundation for evaluating potential risks and effectiveness of investigational new drugs in humans. However, the current two-dimensional (2D) in vitro cell culture systems cannot accurately depict and simulate the rich environment and complex processes observed in vivo, whereas animal studies present significant drawbacks with inherited species-specific differences and low throughput for increased demands. To improve the nonclinical prediction of drug safety and efficacy, researchers continue to develop novel models to evaluate and promote the use of improved cell- and organ-based assays for more accurate representation of human susceptibility to drug response. Among others, the three-dimensional (3D) cell culture models present physiologically relevant cellular microenvironment and offer great promise for assessing drug disposition and pharmacokinetics (PKs) that influence drug safety and efficacy from an early stage of drug development. Currently, there are numerous different types of 3D culture systems, from simple spheroids to more complicated organoids and organs-on-chips, and from single-cell type static 3D models to cell co-culture 3D models equipped with microfluidic flow control as well as hybrid 3D systems that combine 2D culture with biomedical microelectromechanical systems. This article reviews the current application and challenges of 3D culture systems in drug PKs, safety, and efficacy assessment, and provides a focused discussion and regulatory perspectives on the liver-, intestine-, kidney-, and neuron-based 3D cellular models.


Asunto(s)
Alternativas al Uso de Animales/métodos , Técnicas de Cultivo Tridimensional de Células , Evaluación Preclínica de Medicamentos/métodos , Alternativas al Uso de Animales/normas , Células Cultivadas , Técnicas de Cocultivo , Evaluación Preclínica de Medicamentos/normas , Humanos , Intestinos/citología , Riñón/citología , Hígado/citología , Neuronas , Esferoides Celulares , Pruebas de Toxicidad/métodos , Pruebas de Toxicidad/normas , Estados Unidos , United States Food and Drug Administration/normas
2.
Toxicol Sci ; 176(1): 224-235, 2020 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-32298455

RESUMEN

Integrating nonclinical in vitro, in silico, and in vivo datasets holistically can improve hazard characterization and risk assessment. In pharmaceutical development, cardiovascular liabilities are a leading cause of compound attrition. Prior to clinical studies, functional cardiovascular data are generated in single-dose safety pharmacology telemetry studies, with structural pathology data obtained from repeat-dose toxicology studies with limited concurrent functional endpoints, eg, electrocardiogram via jacketed telemetry. Relationships between datasets remain largely undetermined. To address this gap, a cross-pharma collaboration collated functional and structural data from 135 compounds. Retrospective functional data were collected from good laboratory practice conscious dog safety pharmacology studies: effects defined as hemodynamic blood pressure or heart rate changes. Morphologic pathology findings (mainly degeneration, vacuolation, inflammation) from related toxicology studies in the dog (3-91 days repeat-dosing) were reviewed, harmonized, and location categorized: cardiac muscle (myocardium, epicardium, endocardium, unspecified), atrioventricular/aortic valves, blood vessels. The prevalence of cardiovascular histopathology changes was 11.1% of compounds, with 53% recording a functional blood pressure or heart rate change. Correlations were assessed using the Mantel-Haenszel Chi-square trend test, identifying statistically significant associations between cardiac muscle pathology and (1) decreased blood pressure, (2) increased heart rate, and between cardiovascular vessel pathology and increased heart rate. Negative predictive values were high, suggesting few compounds cause repeat-dose cardiovascular structural change in the absence of functional effects in single-dose safety pharmacology studies. Therefore, observed functional changes could prompt moving (sub)chronic toxicology studies forward, to identify cardiovascular liabilities earlier in development, and reduce late-stage attrition.


Asunto(s)
Sistema Cardiovascular/efectos de los fármacos , Relación Dosis-Respuesta a Droga , Animales , Presión Sanguínea , Perros , Evaluación Preclínica de Medicamentos , Electrocardiografía , Frecuencia Cardíaca , Hemodinámica , Masculino , Estudios Retrospectivos , Telemetría
3.
ALTEX ; 37(3): 365-394, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32113184

RESUMEN

The first microfluidic microphysiological systems (MPS) entered the academic scene more than 15 years ago and were considered an enabling technology to human (patho)biology in vitro and, therefore, provide alternative approaches to laboratory animals in pharmaceutical drug development and academic research. Nowadays, the field generates more than a thousand scientific publications per year. Despite the MPS hype in academia and by platform providers, which says this technology is about to reshape the entire in vitro culture landscape in basic and applied research, MPS approaches have neither been widely adopted by the pharmaceutical industry yet nor reached regulated drug authorization processes at all. Here, 46 leading experts from all stakeholders - academia, MPS supplier industry, pharmaceutical and consumer products industries, and leading regulatory agencies - worldwide have analyzed existing challenges and hurdles along the MPS-based assay life cycle in a second workshop of this kind in June 2019. They identified that the level of qualification of MPS-based assays for a given context of use and a communication gap between stakeholders are the major challenges for industrial adoption by end-users. Finally, a regulatory acceptance dilemma exists against that background. This t4 report elaborates on these findings in detail and summarizes solutions how to overcome the roadblocks. It provides recommendations and a roadmap towards regulatory accepted MPS-based models and assays for patients' benefit and further laboratory animal reduction in drug development. Finally, experts highlighted the potential of MPS-based human disease models to feedback into laboratory animal replacement in basic life science research.


Asunto(s)
Alternativas a las Pruebas en Animales , Bienestar del Animal , Desarrollo de Medicamentos , Evaluación Preclínica de Medicamentos/métodos , Dispositivos Laboratorio en un Chip , Animales , Industria Farmacéutica , Humanos , Modelos Biológicos
4.
Lab Chip ; 19(3): 410-421, 2019 01 29.
Artículo en Inglés | MEDLINE | ID: mdl-30663729

RESUMEN

Organ-Chips are micro-engineered systems that aim to recapitulate the organ microenvironment. Implementation of Organ-Chips within the pharmaceutical industry aims to improve the probability of success of drugs reaching late stage clinical trial by generating models for drug discovery that are of human origin and have disease relevance. We are adopting the use of Organ-Chips for enhancing pre-clinical efficacy and toxicity evaluation and prediction. Whilst capturing cellular phenotype via imaging in response to drug exposure is a useful readout in these models, application has been limited due to difficulties in imaging the chips at scale. Here we created an end-to-end, automated workflow to capture and analyse confocal images of multicellular Organ-Chips to assess detailed cellular phenotype across large batches of chips. By automating this process, we not only reduced acquisition time, but we also minimised process variability and user bias. This enabled us to establish, for the first time, a framework of statistical best practice for Organ-Chip imaging, creating the capability of using Organ-Chips and imaging for routine testing in drug discovery applications that rely on quantitative image data for decision making. We tested our approach using benzbromarone, whose mechanism of toxicity has been linked to mitochondrial damage with subsequent induction of apoptosis and necrosis, and staurosporine, a tool inducer of apoptosis. We also applied this workflow to assess the hepatotoxic effect of an active AstraZeneca drug candidate illustrating its applicability in drug safety assessment beyond testing tool compounds. Finally, we have demonstrated that this approach could be adapted to Organ-Chips of different shapes and sizes through application to a Kidney-Chip.


Asunto(s)
Dispositivos Laboratorio en un Chip , Imagen Óptica/instrumentación , Animales , Automatización , Evaluación Preclínica de Medicamentos , Humanos , Riñón/diagnóstico por imagen , Riñón/efectos de los fármacos , Hígado/diagnóstico por imagen , Hígado/efectos de los fármacos , Ratas
5.
Drug Discov Today ; 24(2): 624-628, 2019 02.
Artículo en Inglés | MEDLINE | ID: mdl-30468877

RESUMEN

Nonclinical tests are considered crucial for understanding the safety of investigational medicines. However, the effective translation from nonclinical to human application is limited and must be improved. Drug development stakeholders are working to advance human-based in vitro and in silico methods that may be more predictive of human efficacy and safety in vivo because they enable scientists to model the direct interaction of drugs with human cells, tissues, and biological processes. Here, we recommend test-neutral regulations; increased funding for development and integration of human-based approaches; support for existing initiatives that advance human-based approaches; evaluation of new approaches using human data; establishment of guidelines for procuring human cells and tissues for research; and additional training and educational opportunities in human-based approaches.


Asunto(s)
Evaluación Preclínica de Medicamentos , Alternativas a las Pruebas en Animales , Humanos , Invenciones , Seguridad del Paciente
6.
ALTEX ; 36(2): 289-313, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-30570669

RESUMEN

Investigative Toxicology describes the de-risking and mechanistic elucidation of toxicities, supporting early safety decisions in the pharmaceutical industry. Recently, Investigative Toxicology has contributed to a shift in pharmaceutical toxicology, from a descriptive to an evidence-based, mechanistic discipline. This was triggered by high costs and low throughput of Good Laboratory Practice in vivo studies, and increasing demands for adhering to the 3R (Replacement, Reduction and Refinement) principles of animal welfare. Outside the boundaries of regulatory toxicology, Investigative Toxicology has the flexibility to embrace new technologies, enhancing translational steps from in silico, in vitro to in vivo mechanistic understanding to eventually predict human response. One major goal of Investigative Toxicology is improving preclinical decisions, which coincides with the concept of animal-free safety testing. Currently, compounds under preclinical development are being discarded due to the use of inappropriate animal models. Progress in Investigative Toxicology could lead to humanized in vitro test systems and the development of medicines less reliant on animal tests. To advance this field a group of 14 European-based leaders from the pharmaceutical industry founded the Investigative Toxicology Leaders Forum (ITLF), an open, non-exclusive and pre-competitive group that shares knowledge and experience. The ITLF collaborated with the Centre for Alternatives to Animal Testing Europe (CAAT-Europe) to organize an "Investigative Toxicology Think-Tank", which aimed to enhance the interaction with experts from academia and regulatory bodies in the field. Summarizing the topics and discussion of the workshop, this article highlights Investigative Toxicology's position by identifying key challenges and perspectives.


Asunto(s)
Descubrimiento de Drogas , Evaluación Preclínica de Medicamentos/tendencias , Toxicología/tendencias , Alternativas a las Pruebas en Animales , Animales , Simulación por Computador , Industria Farmacéutica , Europa (Continente) , Humanos , Técnicas In Vitro , Medición de Riesgo
7.
Annu Rev Pharmacol Toxicol ; 58: 65-82, 2018 01 06.
Artículo en Inglés | MEDLINE | ID: mdl-29029591

RESUMEN

Enhancing the early detection of new therapies that are likely to carry a safety liability in the context of the intended patient population would provide a major advance in drug discovery. Microphysiological systems (MPS) technology offers an opportunity to support enhanced preclinical to clinical translation through the generation of higher-quality preclinical physiological data. In this review, we highlight this technological opportunity by focusing on key target organs associated with drug safety and metabolism. By focusing on MPS models that have been developed for these organs, alongside other relevant in vitro models, we review the current state of the art and the challenges that still need to be overcome to ensure application of this technology in enhancing drug discovery.


Asunto(s)
Descubrimiento de Drogas/métodos , Preparaciones Farmacéuticas/química , Animales , Evaluación Preclínica de Medicamentos/métodos , Humanos
8.
Exp Biol Med (Maywood) ; 242(16): 1579-1585, 2017 10.
Artículo en Inglés | MEDLINE | ID: mdl-28622731

RESUMEN

Tissue chips are poised to deliver a paradigm shift in drug discovery. By emulating human physiology, these chips have the potential to increase the predictive power of preclinical modeling, which in turn will move the pharmaceutical industry closer to its aspiration of clinically relevant and ultimately animal-free drug discovery. Despite the tremendous science and innovation invested in these tissue chips, significant challenges remain to be addressed to enable their routine adoption into the industrial laboratory. This article describes the main steps that need to be taken and highlights key considerations in order to transform tissue chip technology from the hands of the innovators into those of the industrial scientists. Written by scientists from 13 pharmaceutical companies and partners at the National Institutes of Health, this article uniquely captures a consensus view on the progression strategy to facilitate and accelerate the adoption of this valuable technology. It concludes that success will be delivered by a partnership approach as well as a deep understanding of the context within which these chips will actually be used. Impact statement The rapid pace of scientific innovation in the tissue chip (TC) field requires a cohesive partnership between innovators and end users. Near term uptake of these human-relevant platforms will fill gaps in current capabilities for assessing important properties of disposition, efficacy and safety liabilities. Similarly, these platforms could support mechanistic studies which aim to resolve challenges later in development (e.g. assessing the human relevance of a liability identified in animal studies). Building confidence that novel capabilities of TCs can address real world challenges while they themselves are being developed will accelerate their application in the discovery and development of innovative medicines. This article outlines a strategic roadmap to unite innovators and end users thus making implementation smooth and rapid. With the collective contributions from multiple international pharmaceutical companies and partners at National Institutes of Health, this article should serve as an invaluable resource to the multi-disciplinary field of TC development.


Asunto(s)
Evaluación Preclínica de Medicamentos/métodos , Procedimientos Analíticos en Microchip/métodos , Microfluídica/métodos , Industria Farmacéutica , Humanos , Dispositivos Laboratorio en un Chip
9.
Toxicol Appl Pharmacol ; 296: 10-8, 2016 Apr 01.
Artículo en Inglés | MEDLINE | ID: mdl-26876616

RESUMEN

Nausea and vomiting are components of a complex mechanism that signals food avoidance and protection of the body against the absorption of ingested toxins. This response can also be triggered by pharmaceuticals. Predicting clinical nausea and vomiting liability for pharmaceutical agents based on pre-clinical data can be problematic as no single animal model is a universal predictor. Moreover, efforts to improve models are hampered by the lack of translational animal and human data in the public domain. AZD3514 is a novel, orally-administered compound that inhibits androgen receptor signaling and down-regulates androgen receptor expression. Here we have explored the utility of integrating data from several pre-clinical models to predict nausea and vomiting in the clinic. Single and repeat doses of AZD3514 resulted in emesis, salivation and gastrointestinal disturbances in the dog, and inhibited gastric emptying in rats after a single dose. AZD3514, at clinically relevant exposures, induced dose-responsive "pica" behaviour in rats after single and multiple daily doses, and induced retching and vomiting behaviour in ferrets after a single dose. We compare these data with the clinical manifestation of nausea and vomiting encountered in patients with castration-resistant prostate cancer receiving AZD3514. Our data reveal a striking relationship between the pre-clinical observations described and the experience of nausea and vomiting in the clinic. In conclusion, the emetic nature of AZD3514 was predicted across a range of pre-clinical models, and the approach presented provides a valuable framework for predicition of clinical nausea and vomiting.


Asunto(s)
Modelos Animales , Náusea/inducido químicamente , Piridazinas/efectos adversos , Receptores Androgénicos/fisiología , Vómitos/inducido químicamente , Animales , Perros , Relación Dosis-Respuesta a Droga , Evaluación Preclínica de Medicamentos/métodos , Femenino , Hurones , Humanos , Masculino , Náusea/sangre , Náusea/diagnóstico , Valor Predictivo de las Pruebas , Ratas , Ratas Wistar , Vómitos/sangre , Vómitos/diagnóstico
10.
Toxicol Sci ; 142(2): 427-35, 2014 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-25246669

RESUMEN

It is widely accepted that more needs to be done to bring new, safe, and efficacious drugs to the market. Cardiovascular toxicity detected both in early drug discovery as well as in the clinic, is a major contributor to the high failure rate of new molecules. The growth of translational safety offers a promising approach to improve the probability of success for new molecules. Here we describe a cross-company initiative to determine the concordance between the conscious telemetered dog and phase I outcome for 3 cardiovascular parameters. The data indicate that, in the context of the methods applied in this analysis, the ability to detect compounds that affect the corrected QT interval (QTc) was good within the 10-30x exposure range but the predictive or detective value for heart rate and diastolic blood pressure was poor. These findings may highlight opportunities to refine both the animal and the clinical study designs, as well as refocusing the assessment of value of dog cardiovascular assessments beyond phase 1. This investigation has also highlighted key considerations for cross-company data sharing and presents a unique learning opportunity to improve future translational projects.


Asunto(s)
Ensayos Clínicos Fase I como Asunto/estadística & datos numéricos , Evaluación Preclínica de Medicamentos/estadística & datos numéricos , Industria Farmacéutica/normas , Efectos Colaterales y Reacciones Adversas Relacionados con Medicamentos/etiología , Investigación Biomédica Traslacional/métodos , Animales , Presión Sanguínea/efectos de los fármacos , Cardiotoxicidad , Ensayos Clínicos Fase I como Asunto/métodos , Ensayos Clínicos Fase I como Asunto/normas , Perros , Evaluación Preclínica de Medicamentos/métodos , Evaluación Preclínica de Medicamentos/normas , Efectos Colaterales y Reacciones Adversas Relacionados con Medicamentos/fisiopatología , Electrocardiografía , Voluntarios Sanos , Frecuencia Cardíaca/efectos de los fármacos , Humanos , Valor Predictivo de las Pruebas , Sensibilidad y Especificidad , Telemetría , Investigación Biomédica Traslacional/normas , Investigación Biomédica Traslacional/estadística & datos numéricos
11.
J Pharmacol Toxicol Methods ; 68(3): 357-66, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-23567074

RESUMEN

INTRODUCTION: Preclinical assessment of the heart rate corrected QT interval (QTc) is an important component of the cardiovascular safety evaluation in drug discovery. Here we aimed to quantify the translational relationship between QTc prolongation and shortening in the conscious telemetered dog and humans by a retrospective pharmacokinetic-pharmacodynamic (PKPD) analysis. METHODS: QTc effects of 2 proprietary compounds and 2 reference drugs (moxifloxacin and dofetilide) were quantified in conscious dogs and healthy volunteers via a linear and Emax pharmacokinetic-pharmacodynamic models. The translational relationship was quantified by correlating the QTc response from dog and human at matching free drug concentrations. RESULTS: A consistent translational relationship was found at low delta-QTc intervals indicating that a QTc change of 2.5-8 ms in dog would correspond to a 10 ms change in human. DISCUSSION: The translational relationship developed here can be used to predict the QTc liability in human using preclinical dog data. It could therefore help protect the health of human volunteers, for example by appropriate clinical study design and dose selection, as well as improve future decision-making and help reduce compound attrition due to changes in QT interval.


Asunto(s)
Compuestos Aza/farmacocinética , Síndrome de QT Prolongado/inducido químicamente , Modelos Biológicos , Fenetilaminas/farmacocinética , Quinolinas/farmacocinética , Sulfonamidas/farmacocinética , Adulto , Animales , Compuestos Aza/toxicidad , Compuestos de Azabiciclo/farmacocinética , Compuestos de Azabiciclo/toxicidad , Bencimidazoles/farmacocinética , Bencimidazoles/toxicidad , Carbamatos/farmacocinética , Carbamatos/toxicidad , Ensayos Clínicos Fase I como Asunto , Perros , Método Doble Ciego , Evaluación Preclínica de Medicamentos/métodos , Electrocardiografía , Femenino , Fluoroquinolonas , Humanos , Masculino , Persona de Mediana Edad , Moxifloxacino , Fenetilaminas/toxicidad , Quinolinas/toxicidad , Ensayos Clínicos Controlados Aleatorios como Asunto , Estudios Retrospectivos , Especificidad de la Especie , Sulfonamidas/toxicidad , Telemetría , Investigación Biomédica Traslacional , Adulto Joven
12.
Toxicol Appl Pharmacol ; 263(2): 171-83, 2012 Sep 01.
Artículo en Inglés | MEDLINE | ID: mdl-22714037

RESUMEN

Despite rigorous preclinical and clinical safety evaluation, adverse cardiac effects remain a leading cause of drug attrition and post-approval drug withdrawal. A number of cardiovascular screens exist within preclinical development. These screens do not, however, provide a thorough cardiac liability profile and, in many cases, are not preventing the progression of high risk compounds. We evaluated the suitability of the anaesthetised guinea-pig for the assessment of drug-induced changes in cardiovascular parameters. Sodium pentobarbitone anaesthetised male guinea-pigs received three 15 minute intravenous infusions of ascending doses of amoxicillin, atenolol, clonidine, dobutamine, dofetilide, flecainide, isoprenaline, levosimendan, milrinone, moxifloxacin, nifedipine, paracetamol, verapamil or vehicle, followed by a 30 minute washout. Dose levels were targeted to cover clinical exposure and above, with plasma samples obtained to evaluate effect/exposure relationships. Arterial blood pressure, heart rate, contractility function (left ventricular dP/dt(max) and QA interval) and lead II electrocardiogram were recorded throughout. In general, the expected reference compound induced effects on haemodynamic, contractility and electrocardiographic parameters were detected confirming that all three endpoints can be measured accurately and simultaneously in one small animal. Plasma exposures obtained were within, or close to the expected clinical range of therapeutic plasma levels. Concentration-effect curves were produced which allowed a more complete understanding of the margins for effects at different plasma exposures. This single in vivo screen provides a significant amount of information pertaining to the cardiovascular risk of drug candidates, ultimately strengthening strategies addressing cardiovascular-mediated compound attrition and drug withdrawal.


Asunto(s)
Sistema Cardiovascular/efectos de los fármacos , Evaluación Preclínica de Medicamentos/métodos , Efectos Colaterales y Reacciones Adversas Relacionados con Medicamentos , Modelos Animales , Anestesia/métodos , Animales , Presión Sanguínea/efectos de los fármacos , Relación Dosis-Respuesta a Droga , Electrocardiografía , Cobayas , Frecuencia Cardíaca/efectos de los fármacos , Infusiones Intravenosas , Masculino , Contracción Miocárdica/efectos de los fármacos , Preparaciones Farmacéuticas/administración & dosificación , Fenobarbital/farmacología , Función Ventricular Izquierda/efectos de los fármacos
13.
J Pharmacol Toxicol Methods ; 66(2): 66-70, 2012 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-22510338

RESUMEN

INTRODUCTION: How does safety pharmacology operate in large pharmaceutical companies today? By understanding our current position, can we prepare safety pharmacology to successfully navigate the complex process of drug discovery and development? METHODS: A short anonymous survey was conducted, by invitation, to safety pharmacology representatives of the top 12 pharmaceutical companies, as defined by 2009 revenue figures. A series of multiple choice questions was designed to explore group size, accountabilities, roles and responsibilities of group members, outsourcing policy and publication record. RESULTS: A 92% response rate was obtained. Six out of 11 companies have 10 to 30 full time equivalents in safety pharmacology, who hold similar roles and responsibilities; although the majority of members are not qualified at PhD level or equivalent. Accountabilities were similar across companies and all groups have accountability for core battery in vivo studies and problem solving activities but differences do exist for example with in vitro safety screening and pharmacodynamic/pharmokinetic modeling (PK/PD). The majority of companies outsource less than 25% of studies, with in vitro profiling being the most commonly outsourced activity. Finally, safety pharmacology groups are publishing 1 to 4 articles each year. CONCLUSION: This short survey has highlighted areas of similarity and differences in the way large pharmaceutical companies operate safety pharmacology.


Asunto(s)
Evaluación Preclínica de Medicamentos/métodos , Industria Farmacéutica/métodos , Efectos Colaterales y Reacciones Adversas Relacionados con Medicamentos , Farmacología/métodos , Recolección de Datos , Diseño de Fármacos , Evaluación Preclínica de Medicamentos/economía , Industria Farmacéutica/economía , Industria Farmacéutica/organización & administración , Renta/estadística & datos numéricos , Servicios Externos , Preparaciones Farmacéuticas/economía , Farmacocinética , Farmacología/economía , Farmacología/organización & administración , Pruebas de Toxicidad
14.
Toxicol Sci ; 126(1): 275-84, 2012 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-22157355

RESUMEN

The therapeutic value of many drugs can be limited by gastrointestinal (GI) adverse effects such as nausea and vomiting. Nausea is a subjective human sensation, hence little is known about preclinical biomarkers that may accurately and effectively predict its presence in man. The aim of this analysis was to use informatics and data-mining tools to identify plausible preclinical GI effects that may be associated with nausea and that could be of potential use in its prediction. A total of 86 marketed drugs were used in this analysis, and the main outcome was a confirmation that nausogenic and non-nausogenic drugs can be clearly separated based on their preclinical GI observations. Specifically, combinations of common preclinical GI effects (vomiting, diarrhea, and salivary hypersecretion) proved to be strong predictors. The model was subsequently validated with a subset of 20 blinded proprietary small molecules and successfully predicted clinical outcome in 90% of cases. This investigation demonstrated the feasibility of data-mining approaches to facilitate discovery of novel, plausible associations that can be used to understand drug-induced adverse effects.


Asunto(s)
Evaluación Preclínica de Medicamentos/métodos , Drogas en Investigación/efectos adversos , Tracto Gastrointestinal/efectos de los fármacos , Modelos Biológicos , Náusea/inducido químicamente , Animales , Inteligencia Artificial , Análisis por Conglomerados , Gráficos por Computador , Minería de Datos , Diarrea/inducido químicamente , Humanos , Informática Médica/métodos , Medicamentos bajo Prescripción/efectos adversos , Medición de Riesgo/métodos , Sialorrea/inducido químicamente , Vómitos/inducido químicamente
15.
J Pharmacol Toxicol Methods ; 60(2): 152-8, 2009.
Artículo en Inglés | MEDLINE | ID: mdl-19616110

RESUMEN

This article outlines a strategy for collecting accurate data for the determination of the sensitivity, specificity and predictive value of safety pharmacology models. This entails performing a retrospective analysis on commonly used safety pharmacology endpoints and an objective assessment of new non-clinical models. Such assessments require a systematic quantitative analysis of safety pharmacology parameters as well as clinical Phase I adverse events. Once the sensitivity, specificity and predictive capacity of models have been determined, they can be aligned within specific phases of the drug discovery and development pipeline for maximal impact, or removed from the screening cascade altogether. Furthermore, data will contribute to evidence-based decision-making based on the knowledge of the model sensitivity and specificity. This strategy should therefore contribute to the reduction of candidate drug attrition and a more appropriate use of animals. More data are needed to increase the power of analysis and enable more accurate comparisons of models e.g. pharmacokinetic/phamacodynamic (PK/PD) relationships as well as non-clinical and clinical outcomes for determining concordance. This task requires the collaboration and agreement of pharmaceutical companies to share data anonymously on proprietary and candidate drugs.


Asunto(s)
Descubrimiento de Drogas , Evaluación Preclínica de Medicamentos , Efectos Colaterales y Reacciones Adversas Relacionados con Medicamentos , Modelos Biológicos , Animales , Química Farmacéutica , Ensayos Clínicos como Asunto , Relación Dosis-Respuesta a Droga , Diseño de Fármacos , Industria Farmacéutica , Humanos , Valor Predictivo de las Pruebas , Sensibilidad y Especificidad , Tecnología Farmacéutica
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