In Silico Modelling and Simulation for Diabetes Therapy

Authors: Darshna M. Joshi, Hardik Bhatt, Himanshu K. Patel

In Silico Modelling and Simulation for Diabetes Therapy

ISBN: 979-8-89881-364-2
eISBN: 979-8-89881-363-5 (Online)

Introduction

In Silico Modelling and Simulation for Diabetes Therapy is an exploratory study positioned at the intersection of pharmacology, systems biology, and biomedical engineering. The book demonstrates how in silico approaches support a better understanding of diabetes pathophysiology, insulin kinetics, and drug–receptor interactions while reducing reliance on costly, time-intensive clinical trials.

The book begins with core concepts of in silico modelling before examining mechanisms of diabetes and existing care technologies, such as glucose monitoring systems, insulin pumps, artificial pancreas systems, and closed-loop control algorithms. It provides practical coverage of computational tools, including MATLAB, Simulink, COPASI, and Cell Designer, supported by case studies on insulin dosing, therapy optimisation, and data-driven modelling. Ethical, regulatory, and patient privacy considerations are discussed alongside emerging trends such as AI-driven modelling, virtual clinical trials, and personalised diabetes management.


Key Features

  • - Explains in silico modelling principles for diabetes research and therapy design.
  • - Provides integrated disease mechanisms, insulin kinetics, and drug–receptor interactions.
  • - Real-world case studies demonstrating the practical use of computational tools.
  • - Addresses regulatory, ethical, and data privacy considerations in digital health.
  • - Highlights future directions, including AI and personalised diabetes care.

Target Readership:

Students, researchers and professionals in pharmacology, systems biology and biomedical engineering.

Preface

The origin of "In silico Modeling and Simulation for Diabetes Therapy" stems from a thoughtful commitment to address the challenges and opportunities in diabetes management through in silico modeling and computational approaches. This book is designed for a diverse audience, including early-career researchers, trained professionals, and pharmacists who seek to deepen their knowledge of how in silico modeling and simulation techniques can boost technological advancements in diabetes. We begin our journey by investigating the fundamentals of how computational tools might help us understand the complexity of diabetes. From there, we look at current technologies and their promising future. In these pages, we highlight not only the technical but also the moral and legal issues that are vital to the proper application of cutting-edge diabetes treatment solutions.

Darshna M. Joshi
Department of Instrumentation and Control Engineering
Government Polytechnic Ahmedabad
Ahmedabad-380015
Gujarat, India

Hardik Bhatt
Department of Pharmaceutical Chemistry
Institute of Pharmacy, Nirma University
Ahmedabad-382481
Gujarat, India

&

Himanshu K. Patel
Department of Electronics and Instrumentation
Institute of Technology, Nirma University
Ahmedabad-382481
Gujarat, India