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Using Large Datasets to Understand Nanotechnology.

Kalina Paunovska1, David Loughrey1, Cory D Sago1

  • 1Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory School of Medicine, Atlanta, GA, 30332, USA.

Advanced Materials (Deerfield Beach, Fla.)
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Omics technologies like genomics and proteomics are revolutionizing drug delivery research. These powerful tools analyze nanomaterials and biological interactions to improve safety and efficacy.

Keywords:
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Area of Science:

  • Biotechnology
  • Nanotechnology
  • Genomics

Background:

  • Genomics, transcriptomics, and proteomics are increasingly integrated for biological studies.
  • Drug delivery is a complex process influenced by numerous biomolecules.
  • Nanotechnology offers vast chemical space for drug delivery applications.

Purpose of the Study:

  • To demonstrate the application of omics-based approaches in studying nanotechnologies for drug delivery.
  • To highlight methods for generating, analyzing, and interpreting large datasets.
  • To propose new strategies for utilizing sequencing data in nanotechnology-based drug delivery.

Main Methods:

  • Utilizing advances in sequencing technologies.
  • Applying omics-based approaches (genomics, transcriptomics, proteomics).
  • Analyzing large biological and chemical datasets.

Main Results:

  • Demonstrated generation and analysis of large datasets for nanomaterial applications.
  • Showcased the potential of omics to study biological factors affecting nanotech safety and efficacy.
  • Established a framework for interpreting omics data in the context of drug delivery.

Conclusions:

  • Omics-based approaches are powerful tools for understanding nanomedicine and drug delivery.
  • Integrated omics data can address fundamental questions in nanotechnology-based drug delivery.
  • Future research should leverage sequencing-generated datasets for enhanced nanodrug development.