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Mapping knowledge translation and innovation processes in Cancer Drug Development: the case of liposomal doxorubicin
David Fajardo-Ortiz, Luis Duran, Laura Moreno
1Centro de Fisica Aplicada y Tecnologia Avanzada, Universidad Nacional Autonoma de Mexico, Queretaro, Mexico. meneses@unam.mx.
Abstract:
We explored how the knowledge translation and innovation processes are structured when theyresult in innovations, as in the case of liposomal doxorubicin research. In order to map the processes, a literature network analysis was made through Cytoscape and semantic analysis was performed by GOPubmed which is based in the controlled vocabularies MeSH (Medical Subject Headings) and GO (Gene Ontology). We found clusters related to different stages of the technological development (invention, innovation and imitation) and the knowledge translation process (preclinical, translational and clinical research), and we were able to map the historic emergence of Doxil as a paradigmatic nanodrug. This research could be a powerful methodological tool for decision-making and innovation management in drug delivery research.
Insights
This study maps knowledge translation and innovation in drug delivery, using network analysis to trace the development of liposomal doxorubicin (Doxil). The findings offer a methodological tool for managing innovation in pharmaceutical research.
Area of Science:
- Pharmaceutical Sciences
- Biotechnology
- Innovation Management
Background:
- Understanding knowledge translation and innovation processes is crucial for developing new therapeutics.
- Liposomal doxorubicin (Doxil) serves as a case study for analyzing drug innovation pathways.
Purpose of the Study:
- To map the structure of knowledge translation and innovation processes in drug delivery.
- To analyze the historical emergence of nanodrugs like Doxil.
- To provide a methodological tool for innovation management in pharmaceutical research.
Main Methods:
- Literature network analysis using Cytoscape.
- Semantic analysis utilizing GOPubmed, based on MeSH and GO vocabularies.
- Mapping technological development stages (invention, innovation, imitation) and research phases (preclinical, translational, clinical).
Main Results:
- Identified distinct clusters corresponding to technological development and knowledge translation stages.
- Successfully mapped the historical development of Doxil as a nanodrug.
- Demonstrated the interconnectedness of research phases in nanodrug innovation.
Conclusions:
- The study provides a robust methodological framework for analyzing and managing innovation in drug delivery.
- This approach can guide decision-making in pharmaceutical research and development.
- Mapping innovation pathways enhances understanding of nanomedicine evolution.
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