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How paediatric drug development and use could benefit from OMICs: A c4c expert group white paper.
Neumann, Eva; Schreeck, Filippa; Herberg, Jethro; Jacqz Aigrain, Evelyne; Maitland-van der Zee, Anke H; Pérez-Martínez, Antonio; Hawcutt, Daniel B; Schaeffeler, Elke; Rane, Anders; de Wildt, Saskia N; Schwab, Matthias.
Afiliação
  • Neumann E; Dr Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, and University of Tuebingen, Tuebingen, Germany.
  • Schreeck F; Dr Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, and University of Tuebingen, Tuebingen, Germany.
  • Herberg J; Department of Paediatric Infectious Disease, Faculty of Medicine, Imperial College London, London, UK.
  • Jacqz Aigrain E; Pediatric Pharmacology and Pharmacogenetics, Hopital Universitaire Saint-Louis, Paris, France.
  • Maitland-van der Zee AH; Clinical Investigation Center CIC1426, Hôpital Robert Debre, Paris, France.
  • Pérez-Martínez A; Pharmacology, University of Paris, Paris, France.
  • Hawcutt DB; Department of Respiratory Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands.
  • Schaeffeler E; Institute for Health Research, La Paz University Hospital, Madrid, Spain.
  • Rane A; Pediatric Onco-Hematology Department, La Paz University Hospital, Madrid, Spain.
  • de Wildt SN; Faculty of Medicine, Autonomous University of Madrid, Madrid, Spain.
  • Schwab M; Department of Women's and Children's Health, University of Liverpool, UK.
Br J Clin Pharmacol ; 88(12): 5017-5033, 2022 12.
Article em En | MEDLINE | ID: mdl-34997627
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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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Pediatria / Inteligência Artificial Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Child / Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Pediatria / Inteligência Artificial Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Child / Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article