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Updated: Jan 18, 2026

Manufacture and Drug Delivery Applications of Silk Nanoparticles
Published on: October 8, 2016
Intelligent transdermal nanoparticles as synergizing advanced delivery systems for precision therapeutics
Zhouying Guo1, Yi'nan Zhang2, Man Zhao3
1Wenzhou Hospital of Integrated Traditional Chinese and Western Medicine Affiliated to Zhejiang Chinese Medical University, 75 Jinxiu Road, Wenzhou, 325000, China.
This review explores advanced transdermal drug delivery systems (TDDS) using nanocarriers and physical technologies. Artificial intelligence (AI) is key to optimizing TDDS for enhanced skin penetration and clinical applications.
Area of Science:
- Biomedical Engineering
- Materials Science
- Pharmacology
Background:
- Transdermal drug delivery systems (TDDS) offer non-invasive, controlled drug release, avoiding metabolism.
- The primary challenge for TDDS is overcoming the skin barrier for deep tissue penetration.
- Existing TDDS face limitations in delivering larger molecules or achieving targeted delivery.
Purpose of the Study:
- To systematically review advancements in nanocarrier design for TDDS.
- To summarize the application of physical technologies to enhance transdermal penetration.
- To explore the role of artificial intelligence (AI) in optimizing TDDS for improved efficacy.
Main Methods:
- Analysis of various nanocarriers: soft vesicles, nanoemulsions, and rigid nanoparticles.
- Review of physical enhancement technologies: microneedle arrays, iontophoresis, electroporation, and photoporation.
- Examination of AI-driven strategies for skin penetration enhancement in TDDS.
Main Results:
- Nanocarriers and physical methods significantly improve drug permeation through the skin barrier.
- Integrated approaches combining nanocarriers with physical techniques enable spatiotemporally controlled transdermal delivery.
- AI models demonstrate potential in predicting and optimizing TDDS formulations for enhanced skin penetration.
Conclusions:
- Nanocarrier and physical technology integration, guided by AI, represents a promising frontier for advanced TDDS.
- These integrated systems show significant potential for clinical applications, improving therapeutic outcomes.
- Further research and development are crucial for realizing the full potential of AI-driven, enhanced TDDS.
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