Pharmacogenomics, Pharmacokinetics, and Pharmacodynamics in the Era of Targeted Therapies
Emiliano Calvo1, Christine Walko1, E Claire Dees1
1From the DeBartolo Family Personalized Medicine Institute, H. Lee Moffitt Cancer Center, Tampa, FL; UNC Lineberger Comprehensive Cancer Center, Chapel Hill, NC; Platform of Oncology, Hospital Quirón, Torrevieja, Alicante, Spain; START Madrid, Early Clinical Drug Development Program, Centro Integral Oncológico Clara Campal, Madrid, Spain.
Abstract:
The complex nature of the pharmacologic aspects of cancer therapeutics has become more apparent in the past several years with the arrival of a cascade of target-based agents and the difficult challenge of bringing individualized precision medicine to oncology. Interpatient variability in drug action, singularly in novel agents, is in part caused by pharmacogenomic (PG), pharmacokinetic, and pharmacodynamic (PD) factors, and drug selection and dosing should take this into consideration to optimize the benefit for our patients in terms of antitumor activity and treatment tolerance. In this regard, somatic genetic evaluation of tumors is useful in not only predicting response to initial targeted therapies but also in anticipating and guiding therapy after the development of acquired resistance; therapeutic drug monitoring of novel small molecules and monoclonal antibodies must be incorporated in our day-to-day practice to minimize the negative effect on clinical outcome of interindividual variability on pharmacokinetic processes of these drugs for all patients, but especially for fragile patient populations and those with organ dysfunction or comorbidities. For these populations, incorporating frailty assessment tools into trials of newer agents and validating frailty-based dose adjustment should be an important part of further drug development.
Insights
Optimizing cancer treatment involves understanding pharmacogenomic, pharmacokinetic, and pharmacodynamic factors. Personalized medicine requires considering patient variability for better antitumor activity and tolerance.
Area of Science:
- Oncology
- Pharmacology
- Genetics
Background:
- Cancer therapeutics increasingly utilize targeted agents, presenting challenges for individualized precision medicine.
- Interpatient variability in drug response, especially with novel agents, is influenced by pharmacogenomic (PG), pharmacokinetic (PK), and pharmacodynamic (PD) factors.
Purpose of the Study:
- To emphasize the importance of considering PG, PK, and PD factors in drug selection and dosing for optimizing cancer treatment outcomes.
- To highlight the utility of somatic genetic evaluation for predicting treatment response and guiding therapy post-resistance.
- To advocate for the integration of therapeutic drug monitoring (TDM) and frailty assessments in clinical practice and drug development.
Main Methods:
- Review of current literature on cancer pharmacogenomics, pharmacokinetics, and pharmacodynamics.
- Analysis of the role of somatic genetic evaluation in predicting targeted therapy response and acquired resistance.
- Discussion on the necessity of therapeutic drug monitoring for novel small molecules and monoclonal antibodies.
- Exploration of incorporating frailty assessment tools and dose adjustments in clinical trials for vulnerable populations.
Main Results:
- Pharmacogenomic, pharmacokinetic, and pharmacodynamic factors significantly contribute to interpatient variability in cancer drug action.
- Somatic genetic tumor evaluation aids in predicting initial response and managing acquired resistance to targeted therapies.
- Therapeutic drug monitoring is crucial for minimizing the clinical impact of pharmacokinetic variability, particularly in fragile patients.
Conclusions:
- Personalized cancer therapy necessitates integrating PG, PK, and PD data for optimal drug selection and dosing.
- Somatic genetic profiling and TDM are essential tools for enhancing antitumor activity and treatment tolerance.
- Further drug development should include frailty assessments and validate frailty-based dose adjustments for improved outcomes in vulnerable patient groups.
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