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Published on: December 11, 2016
How paediatric drug development and use could benefit from OMICs: A c4c expert group white paper
Eva Neumann1, Filippa Schreeck1, Jethro Herberg2
1Dr Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, and University of Tuebingen, Tuebingen, Germany.
Insights
OMICs technologies offer valuable insights into pediatric drug development by analyzing molecular data. Addressing challenges like limited sample sizes and developmental changes is key to improving medication safety and efficacy for children.
Area of Science:
- Pediatric Pharmacology
- Biomarker Discovery
- Genomics and Omics Technologies
Background:
- Limited high-quality data from pediatric clinical trials hinders pharmacotherapy safety and efficacy assessment.
- Establishing valid biomarkers for drug response in children, especially neonates and preterms, remains a significant challenge.
Purpose of the Study:
- To explore the potential of OMICs technologies (genomics, epigenomics, transcriptomics, proteomics, metabolomics, microbiomics) in pediatric drug development.
- To identify strategies for overcoming obstacles to routine OMICs application in pediatric research.
Main Methods:
- Systematic characterization and quantitation of biological samples using various OMICs approaches.
- Integration of OMICs data with patient phenotype for a comprehensive understanding.
Main Results:
- OMICs technologies provide complementary molecular information, aiding in understanding disease pathophysiology and drug mechanisms.
- Developmental changes and limited pediatric sample availability pose challenges for OMICs data interpretation.
Conclusions:
- Advanced trial designs, biostatistics, noninvasive biomarkers, and innovative biobanking are crucial for pediatric OMICs research.
- Integrating OMICs with AI can identify complex phenotypes, improving pediatric medicine development and potentially offering economic benefits.
Abstract:
The safety and efficacy of pharmacotherapy in children, particularly preterms, neonates and infants, is limited by a paucity of good-quality data from prospective clinical drug trials. A specific challenge is the establishment of valid biomarkers. OMICs technologies may support these efforts by complementary information about targeted and nontargeted molecules through systematic characterization and quantitation of biological samples. OMICs technologies comprise at least genomics, epigenomics, transcriptomics, proteomics, metabolomics and microbiomics in addition to the patient's phenotype. OMICs technologies are in part hypothesis-generating, allowing an in depth understanding of disease pathophysiology and pharmacological mechanisms. Application of OMICs technologies in paediatrics faces major challenges before routine adoption. First, developmental processes need to be considered, including a subdivision into specific age groups as developmental changes clearly impact OMICs data. Second, compared to the adult population, the number of patients is limited as are the type and amount of necessary biomaterial, especially in neonates and preterms. Thus, advanced trial designs and biostatistical methods, noninvasive biomarkers, innovative biobanking concepts including data and samples from healthy children, as well as analytical approaches (eg liquid biopsies) should be addressed to overcome these obstacles. The ultimate goal is to link OMICs technologies with innovative analysis tools, such as artificial intelligence at an early stage. The use of OMICs data based on a feasible approach will contribute to the identification complex phenotypes and subpopulations of patients to improve the development of medicines for children with potential economic advantages.
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