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Polymalic Acid-based Nano Biopolymers for Targeting of Multiple Tumor Markers: An Opportunity for Personalized Medicine?
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Dynamical systems approaches to personalized medicine.

Jacob D Davis1, Carla M Kumbale2, Qiang Zhang3

  • 1Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, 950 Atlantic Drive, Atlanta, GA 30332, United States.

Current Opinion in Biotechnology
|April 13, 2019
PubMed
Summary

Computational systems biology advances personalized medicine by analyzing complex human body data. This approach moves beyond population-based strategies to tailor disease diagnosis and treatment to individual patients.

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Area of Science:

  • Computational biology
  • Systems biology
  • Medical informatics

Background:

  • Human body complexity poses challenges for disease diagnosis and treatment.
  • Individual variability in disease presentation, biomarker profiles, and treatment response is significant.
  • Traditional population-based medical approaches do not fully address individual patient differences.

Purpose of the Study:

  • To discuss the role of computational systems biology in advancing personalized medicine.
  • To highlight the necessity of computational methods for evolving medical strategies.
  • To explain how systems biology aids in tailoring treatments to individual patients.

Main Methods:

  • Review of computational systems biology applications in medicine.
  • Analysis of data interpretation and analysis methods.
  • Discussion of the transition from population-based to personalized medicine.

Main Results:

  • Computational systems biology enables a deeper understanding of individual patient variability.
  • It facilitates the development of personalized treatment strategies.
  • It supports more accurate disease diagnosis based on unique patient profiles.

Conclusions:

  • Computational systems biology is crucial for the evolution of personalized medicine.
  • Advanced data analysis is essential for overcoming the complexity of human physiology in healthcare.
  • This field offers a pathway to more effective and individualized disease management.