- English
- ePUB (mobile friendly)
- Available on iOS & Android
About this book
This book comprehensively covers the principles, methodology, and applications of network pharmacology in drug discovery, pharmacovigilance, and precision medicine. The initial chapters guide readers through the principles and processes, detailing step-by-step procedures such as creating networks for compounds and disease targets. The intersection of network pharmacology with quantitative systems pharmacology is explored, along with an examination of various databases and essential software tools for conducting network pharmacological studies. It discusses the role of machine learning and AI in network pharmacology, delves into the application of systems biology for understanding complex diseases' pathogenesis, and highlights its contribution to drug discovery and repurposing. The book reviews the role of network pharmacology in different stages of drug discovery and repurposing, emphasizing its application in shaping drug formulations for enhanced efficacy and reduced side effects. Towards the end, it addresses translatability issues in drug discovery and repositioning predictions in clinical practice. This book caters to professionals, researchers, and advanced students in the pharmaceutical sciences.
Key Features:
- Presents principles, methodologies, and applications of network pharmacology
- Explores the intersection of network pharmacology with quantitative systems pharmacology
- Highlights the role of machine learning and artificial intelligence in network pharmacology
- Reviews the role of network pharmacology in different stages of drug discovery and repurposing
- Examines the pivotal role of network pharmacology in precision medicine
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Table of contents
- Cover
- Half-Title Page
- Title Page
- Copyright Page
- Table of Contents
- Foreword
- Preface
- About the Editors
- 1 Introduction to Network Pharmacology
- 2 Principles and Processes Involved in Network Pharmacology
- 3 Quantitative Systems Pharmacology
- 4 Network Pharmacology Databases and Software
- 5 Application of Machine Learning- and Artificial Intelligence-Based Tools in Network Pharmacology
- 6 Role of Systems Biology in Drug Discovery and Repurposing
- 7 Role of Network Pharmacology in Herbal Drug Discovery and Development
- 8 Case Study of Network Pharmacology in Pharmacovigilance
- 9 Role of Network Pharmacology in Pharmaceutical Formulations
- 10 Role of Network Pharmacology in Precision Medicine
- 11 Unveiling DrugāTarget Interactions and Disease Pathways: Leveraging Cytoscape for Comprehensive Network Pharmacology and Addressing Challenges
- 12 Cherylline, a Phytoconstituent of Crinum moorei, Targets MAO-A in Alzheimerās Disease: Network Pharmacology Integrated with Molecular Docking and Dynamics Studies
- 13 Case Studies on Network Pharmacology in Predicting the Mechanism of Herbal Drugs
- 14 Ethics in Network Pharmacology: Challenges and Opportunities
- 15 Applications, Current Challenges, and Future Perspectives for Network Pharmacology
- 16 Network Pharmacology: Illuminating the Path Towards Exploring the Herbal Formulations of the Indian Traditional Ayurvedic System
- 17 Role of Network Pharmacology in Medicinal Chemistry
- 18 Role of Network Pharmacology in Homeopathy
- 19 Role of Network Pharmacology in the Traditional Chinese Medicine System
- Index