Details of LS4213 (Spring 2027)

Level: 4 Type: Theory Credits: 4.0

Course CodeCourse NameInstructor(s)
LS4213 Drug Discovery Alakesh Bisai,
Subrata Pramanik

Preamble
Drug discovery resides at the core of biological and biomedical science and
engineering, as it provides a fundamental understanding of the molecular, biochemical,
cellular, and physiological basis of drug targets and receptors, as well as the chemistry of
drugs and their pharmacological and therapeutic effects on physiological systems. Learning
about advances in drug discovery, therefore, has important implications for anyone working
in healthcare and related sectors. In this context, this course aims to build on foundational
knowledge of drug chemistry and receptor pharmacology and their translation to explore the
latest advances in drug discovery and industrial applications.

Syllabus
Overview of drugs and medicine: Drugs and drug targets, drug nomenclature,
physicochemical aspects (e.g., optical, geometric, isosteres, and bioisosterism) of drug-like
molecules, pharmacophore, Lipinskis rule of five, and pharmacokinetics.
Overview of receptors: Enzymes, receptors, genes, nucleic acids, pharmacodynamics, enzyme
kinetics, signal transduction pathways for drug targeting, for example, G-protein-coupled
receptors, ion channel receptors.
Ligand-based drug design: screening of drug library, determining Hit and Lead
compounds, lead validation using various bioassays, optimizing target interactions: structure
activity relationships (SAR), quantitative SAR (QSAR), pharmacophore design, strategies in
drug design, prodrugs, reducing toxicity.
Receptor-based drug design: Understanding the binding site of the receptor, determination of

the 3D structure, position of the binding groups, allosteric modulators, dynamics of drug-
receptor interactions, optimizing interactions with the target receptors, nucleic acids as drug

targets.
Chemical and synthetic biology for drug discovery: small molecules, natural products,
engineered proteins and peptides, gene therapy, and oligonucleotides such as siRNA as drugs.
Computer-Aided Drug Design (CADD): Chemical structures drawing of drugs and receptors,
energy minimization, molecular properties, conformational analysis, screening of databases for
lead compounds, QSAR, molecular docking, molecular dynamics, and AI/ML-driven deep
learning for de novo drug design.
Case study of drug design: antimicrobial agents, anticancer agents, and drugs acting on the
nervous system.
Preclinical and clinical development: Toxicity testing, therapeutic index, in vitro and in vivo
models, pharmaceutical formulation and stability testing, bioavailability, clinical trials, and
introduction to patenting and regulatory affairs.

References
Textbook: Drug Design and Discovery by Kristian Stromgaard, Povl Krogsgaard-Larsen, Ulf

Madsen

Graham L. Patrick, An Introduction to Medicinal Chemistry. 3rd ed.; Oxford University

Press: 2005.

Kristian Strmgaard, Povl Krogsgaard-Larsen, Ulf Madsen; Textbook of Drug Design and

Discovery, CRC Press Taylor & Francis Group, 2017.

Thomas Nogrady, Donald F. Weaver, Medicinal Chemistry: A Molecular and Biochemical

Approach; 3rd ed.; Oxford University Press, 2005.

Course Credit Options

Sl. No.ProgrammeSemester NoCourse Choice
1 IP 2 Not Allowed
2 IP 4 Not Allowed
3 MP 2 Not Allowed
4 MP 4 Not Allowed
5 MR 2 Not Allowed
6 MR 4 Not Allowed
7 MS 10 Not Allowed
8 MS 4 Not Allowed
9 MS 6 Not Allowed
10 MS 8 Not Allowed
11 RS 1 Not Allowed
12 RS 2 Not Allowed