ABSTRACT
Numerous barriers have been identified which detract from successful applications of clinical trial data and platforms. Despite the challenges, opportunities are growing to advance compliance, quality, and practical applications through top-down establishment of guiding principles, coupled with bottom-up approaches to promote data science competencies among data producers. Recent examples of successful applications include modern treatments for hematologic malignancies, developed with support from public-private partnerships, guiding principles for data-sharing, standards for protocol designs and data management, digital technologies, and quality analytics.
Subject(s)
Biomedical Research/methods , Computational Biology/methods , Drug Discovery , Information Services , Medical Informatics/methods , Communication Barriers , Data Accuracy , Drug Discovery/methods , Drug Discovery/organization & administration , Drug Discovery/standards , Humans , Information Dissemination/methods , Information Services/organization & administration , Information Services/standards , Quality ImprovementABSTRACT
Assessing the potential for a new drug to cause life-threatening arrhythmias is now an integral component of premarketing safety assessment. International Conference on Harmonization of Technical Requirements for Registration of Pharmaceuticals for Human Use Guideline (ICH) E14 recommends the "Thorough QT Study" (TQT) to assess clinical QT risk. Such a study calls for careful evaluation of drug effects on the electrocardiographic QT interval at multiples of therapeutic exposure and with a positive control to confirm assay sensitivity. Yet for some drugs and diseases, elements of the TQT Study may be impractical or unethical. In these instances, alternative approaches to QT risk assessment must be considered. This article presents points to consider for evaluation of QT risk when alternative approaches are needed.
Subject(s)
Drugs, Investigational/adverse effects , Long QT Syndrome/chemically induced , Animals , Controlled Clinical Trials as Topic/methods , Drug Approval/organization & administration , Drug Evaluation, Preclinical/methods , Electrocardiography/drug effects , Humans , International Cooperation , Long QT Syndrome/physiopathologyABSTRACT
The goal of drug development is to define potential risks and benefits of new therapies. Assessment of new drugs for their potential to alter cardiac repolarisation, prolong QTc interval and induce potentially fatal proarrhythmias such as 'torsade de pointes' is now one of the major goals during phase I-II studies. The results from these early phase clinical studies can profoundly influence 'go, no-go' decisions as well as decisions on the selection of optimal dose regimen for subsequent development, its delivery and conduct of pivotal clinical studies, including eligibility of patients. Increasingly, anticancer drugs are now also attracting attention with regard to their proarrhythmic safety. Unfortunately, regulatory guidelines focus essentially on non-cytotoxic drugs and there is no clear guidance available for evaluation of the potential of cytotoxic drugs to alter cardiac repolarisation during their development. We propose a strategy to assess the QT-liability of a cytotoxic agent in early phase I-II studies without compromising the objectives of these studies or patient access to potentially beneficial novel agents. A pragmatic and thoughtful strategy for the assessment of this proarrhythmic risk and its management, involving close collaboration between drug developers, regulatory agencies, oncologists and cardiologists, is essential for the development of these oncology agents.
Subject(s)
Antineoplastic Agents/adverse effects , Long QT Syndrome/chemically induced , Technology, Pharmaceutical , Aged , Antineoplastic Agents/pharmacokinetics , Antineoplastic Agents/pharmacology , Clinical Trials as Topic , Female , Humans , MaleSubject(s)
Antineoplastic Agents/adverse effects , Drugs, Investigational/adverse effects , Natriuretic Peptide, Brain/blood , Ventricular Dysfunction, Left , Aged , Aged, 80 and over , Biomarkers/blood , Female , Humans , Middle Aged , Risk Assessment , Ventricular Dysfunction, Left/blood , Ventricular Dysfunction, Left/chemically induced , Ventricular Dysfunction, Left/diagnosisABSTRACT
BACKGROUND: Glutamine (Gln) deamination by asparaginase (ASNase) appears to contribute in the decrease of serum asparagine (Asn) levels and enhance leukemic cell apoptosis. The pharmacodynamic (PD) rationale is based on the role of Gln as the main amino group donor for Asn synthesis from aspartate by the enzyme asparagine synthetase (AS). MATERIALS AND METHODS: Relationships between ASNase enzymatic activity and Asn or Gln levels were examined in 274 pairs of pre- and post-ASNase serum specimens from 200 high-risk acute lymphoblastic leukemia (ALL) patients from the Children's Cancer Group (CCG-1961). Data were analyzed according to a novel PD model based on previous best-fit projections (NONMEM) from the CCG-1962 standard-risk ALL study. RESULTS: The PD results from high-risk and standard-risk ALL patients were superimposable. The percentages of Asn and Gln deamination were predicted by ASNase activity in patients' sera. Pharmacodynamic analyses strongly suggested that > 90% deamination of Gln must occur before optimal Asn deamination takes place in vivo. Asparaginase activity > or = 0.4 IU/ml yielded mean Gln and Asn % deamination values of 90%. Lower ASNase concentrations yielded lower Gln or Asn % deamination. This ASNase concentration coincides with the in vitro determined IC50 value on CEM/0 human T-lymphoblastic leukemia cells. CONCLUSION: Asparaginase activity of > or = 0.4 IU/ml provided optimal Asn and Gln deamination in high-risk ALL patients. Deamination of Gln correlates with enhanced serum Asn deamination in vivo. Therefore, deamination of Gln may enhance the antileukemic effect of ASNase.
