Systems biology in drug discovery and development / edited by Daniel L. Young and Seth Michelson.

Format:

Book

Contributor:

Young, Daniel L.

Michelson, Seth.

Series:

Wiley Series on Technologies for the Pharmaceutical Industry

Wiley Series on Technologies for the Pharmaceutical Industry ; v.9

Language:

English

Subjects (All):

Drug development.

Systems biology.

Physical Description:

1 online resource (398 p.)

Edition:

1st ed.

Place of Publication:

Hoboken, New Jersey : Wiley, 2011.

Language Note:

English

Summary:

The first book to focus on comprehensive systems biology as applied to drug discovery and development Drawing on real-life examples, Systems Biology in Drug Discovery and Development presents practical applications of systems biology to the multiple phases of drug discovery and development. This book explains how the integration of knowledge from multiple sources, and the models that best represent that integration, inform the drug research processes that are most relevant to the pharmaceutical and biotechnology industries. The first book to focus on comprehensive systems biology and its a

Contents:

SYSTEMS BIOLOGY IN DRUG DISCOVERY AND DEVELOPMENT; CONTENTS; PREFACE; CONTRIBUTORS; PART I: INTRODUCTION TO SYSTEMS BIOLOGY IN APPROACH; CHAPTER 1: Introduction to Systems Biology in Drug Discovery and Development; SYSTEMS BIOLOGY IN PHARMACOLOGY; REFERENCES; CHAPTER 2: Methods for In Silico Biology: Model Construction and Analysis; 2.1. INTRODUCTION; 2.2. MODEL BUILDING; 2.3. PARAMETER ESTIMATION; 2.4. MODEL ANALYSIS; 2.5. CONCLUSIONS; REFERENCES; CHAPTER 3: Methods in In Silico Biology: Modeling Feedback Dynamics in Pathways; 3.1. INTRODUCTION; 3.2. STATISTICAL MODELING

3.3. MATHEMATICAL MODELING3.4. FEEDBACK AND FEEDFORWARD; 3.5. CONCLUSIONS; REFERENCES; CHAPTER 4: Simulation of Population Variability in Pharmacokinetics; 4.1. INTRODUCTION; 4.2. PBPK MODELING; 4.3. SIMULATION OF PHARMACOKINETIC VARIABILITY; 4.4. CONCLUSIONS AND FUTURE DIRECTIONS; REFERENCES; PART II: APPLICATIONS TO DRUG DISCOVERY; CHAPTER 5: Applications of Systems Biology Approaches to Target Identification and Validation in Drug Discovery; 5.1. INTRODUCTION; 5.2. TYPICAL DRUG DISCOVERY PARADIGM; 5.3. INTEGRATED DRUG DISCOVERY

5.4. DRIVERS OF THE DISEASE PHENOTYPE: CLINICAL ENDPOINTS AND HYPOTHESES5.5. EXTRACELLULAR DISEASE DRIVERS: MECHANISTIC BIOTHERAPEUTIC MODELS; 5.6. RELEVANT CELL MODELS FOR CLINICAL ENDPOINTS; 5.7. INTRACELLULAR DISEASE DRIVERS: SIGNALING PATHWAY QUANTIFICATION; 5.8. TARGET SELECTION: DYNAMIC PATHWAY MODELING; 5.9. CONCLUSIONS; REFERENCES; CHAPTER 6: Lead Identification and Optimization; 6.1. INTRODUCTION; 6.2. THE SYSTEMS BIOLOGY TOOL KIT; 6.3. CONCLUSIONS; REFERENCES; CHAPTER 7: Role of Core Biological Motifs in Dose-Response Modeling: An Example with Switchlike Circuits

7.1. INTRODUCTION: SYSTEMS PERSPECTIVES IN DRUG DISCOVERY7.2. SYSTEMS BIOLOGY AND TOXICOLOGY; 7.3. MECHANISTIC AND COMPUTATIONAL CONCEPTS IN A MOLECULAR OR CELLULAR CONTEXT; 7.4. RESPONSE MOTIFS IN CELL SIGNALING AND THEIR ROLE IN DOSE RESPONSE; 7.5. DISCUSSION AND CONCLUSIONS; REFERENCES; CHAPTER 8: Mechanism-Based Pharmacokinetic-Pharmacodynamic Modeling During Discovery and Early Development; 8.1. INTRODUCTION; 8.2. CHALLENGES IN DRUG DISCOVERY AND DEVELOPMENT; 8.3. METHODOLOGICAL ASPECTS AND CONCEPTS; 8.4. USE OF PK-PD MODELS IN LEAD OPTIMIZATION

8.5. USE OF PK-PD MODELS IN CLINICAL CANDIDATE SELECTION8.6. ENTRY-INTO-HUMAN PREPARATION AND TRANSLATIONAL PK-PD MODELING; 8.7. USE OF PK-PD MODELS IN TOXICOLOGY STUDY DESIGN AND EVALUATION; 8.8. JUSTIFICATION OF STARTING DOSE, CALCULATION OF SAFETY MARGINS, AND SUPPORT OF PHASE I DESIGN; 8.9. PHASE I AND BEYOND; 8.10. SUPPORT OF EARLY FORMULATION DEVELOPMENT; 8.11. OUTLOOK AND CONCLUSIONS; REFERENCES; PART III: APPLICATIONS TO DRUG DEVELOPMENT; CHAPTER 9: Developing Oncology Drugs Using Virtual Patients of Vascular Tumor Diseases; 9.1. INTRODUCTION; 9.2. MODELING ANGIOGENESIS

9.3. USE OF RIGOROUS MATHEMATICAL ANALYSIS TO GAIN INSIGHT INTO DRUG DEVELOPMENT

Notes:

Description based upon print version of record.

Includes bibliographical references.

ISBN:

9786613273697

9781283273695

1283273691

9781118016435

1118016432

9781118016428

1118016424

9781118016411

1118016416

OCLC:

768204517