Sammer Marzouk’s research introduces the Dynamic Drug Response Network, which integrates wearable quantum biosensors, edge-based AI analysis, and responsive nanomedicines. By continuously tracking biomarkers and automatically tuning drug release, this framework offers personalized, adaptive therapies for conditions like diabetes and cancer.
Key points
- Miniaturized quantum biosensors monitor dozens of biomarkers at attomolar sensitivity for real-time health profiling.
- Edge computing with federated learning analyzes continuous biodata instantaneously to predict optimal dosing.
- Shape-shifting nanoparticles and engineered cellular circuits adjust drug release in a closed-loop control system.
Why it matters: This dynamic, feedback-driven system represents a paradigm shift toward fully personalized, continuously adaptive therapies, promising enhanced efficacy and reduced side effects across complex diseases.
Q&A
- What is quantum biosensing?
- How do adaptive therapeutics differ from traditional drugs?
- What role does AI play in the DDRN?
- What are the regulatory challenges for dynamic therapies?