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Drug Discovery


SMALL MOLECULE DRUG DISCOVERY

Small Molecule Drug Discovery is the process of identifying and developing low-molecular-weight compounds that can regulate biological pathways to treat diseases. These compounds typically have a molecular weight of less than 600Dalton’s, allowing them to easily penetrate cells and interact with intracellular targets, unlike larger biologics.

WHY SMALL MOLECULES?

Oral Bioavailability: Small molecules are often administered orally, making them more convenient for patients.
Cell Penetration: Their small size allows them to cross cell membranes and target intracellular proteins.
Wide Range of Targets: Small molecules can interact with enzymes, receptors, and other proteins to modulate biological functions.
Cost-Effectiveness: Manufacturing small molecules is generally less expensive and more scalable than biologics.

KEY STAGES IN SMALL MOLECULE DRUG DISCOVERY:

Target Identification and Validation

The first step involves selecting a biological molecule (target) that plays a critical role in a disease. Targets can include enzymes, receptors, or ion channels.
Validation ensures the target’s relevance by confirming its involvement in the disease process.

Hit Discovery

A "hit" is a compound that interacts with the target and produces a desired biological effect.
This stage involves screening vast chemical libraries using techniques like:
High-Throughput Screening (HTS) – Automates testing of thousands of compounds. Virtual Screening – Uses computational methods to predict potential hits from databases.
Fragment-Based Drug Discovery – Identifies small chemical fragments that bind to the target.

Hit-to-Lead

Hits are modified to improve their potency, selectivity, and pharmacokinetic properties (ADME – Absorption, Distribution, Metabolism, and Excretion).
Chemical synthesis and iterative testing help enhance drug-likeness and reduce toxicity.

Lead Optimization

Lead compounds undergo further refinement to improve stability, bioavailability, and specificity.
Advanced computational methods like molecular modeling and docking simulations guide this process.

Preclinical and Clinical Development

Preclinical studies assess the safety, efficacy, and pharmacokinetics of the optimized compound in animal models.
Promising candidates proceed to clinical trials (Phases I–III) to evaluate their safety and effectiveness in humans.

CHALLENGES IN SMALL MOLECULE DRUG DISCOVERY:

Selectivity: Ensuring the compound interacts with the intended target without affecting other biological processes.
Toxicity: Minimizing harmful side effects.
Resistance: Some diseases, like cancer and infections, can develop resistance to small molecule drugs over time.

ADVANCES AND INNOVATIONS:

AI and Machine Learning: Accelerates the discovery process by predicting molecular interactions and optimizing compounds.
Computational Chemistry: Simulates molecular structures and interactions to design new drug candidates.
Automation and Robotics: Enables rapid high-throughput screening and large-scale testing of chemical libraries.
Small molecule drugs remain the backbone of Vedic Molecule as well as pharmaceutical industry, accounting for a significant portion of treatments for diseases such as cancer, cardiovascular disorders, and neurological conditions.

BIOLOGICS DISCOVERY

Biologics Discovery is the process of developing therapeutic products derived from living organisms, including proteins, antibodies, nucleic acids, and cells. Unlike small molecules, biologics are large, complex molecules that often target specific pathways or cells, making them highly effective for treating diseases like cancer, autoimmune disorders, and rare genetic conditions.

WHY BIOLOGICS?

High Specificity: Biologics interact with precise molecular targets, reducing off-target effects and side effects.
Complex Disease Targets: Effective for diseases that small molecules cannot easily address, such as immune system disorders and cancers.
Longer Action: Biologics often remain active in the body for longer periods, requiring less frequent dosing

TYPES OF BIOLOGICS:

Monoclonal Antibodies (mAbs)
Engineered antibodies that specifically bind to antigens on cancer cells or pathogens, marking them for destruction by the immune system.
Recombinant Proteins
Proteins designed to replace or enhance biological functions, such as insulin for diabetes or growth factors for tissue repair. Gene and Cell Therapies
Modify genetic material or use engineered cells to treat genetic disorders or cancer. Vaccines
Use weakened or inactive parts of a pathogen to stimulate the immune system, providing immunity against diseases.

KEY STAGES IN BIOLOGICS DISCOVERY:

Target Identification
Selecting a biological pathway or molecule (such as a protein or receptor) associated with a disease.
Candidate Generation
Biologics are generated using recombinant DNA technology or hybridoma techniques to produce monoclonal antibodies.Libraries of antibodies, peptides, or nucleic acids are screened for binding and functional activity.
Optimization
Candidates undergo engineering to improve stability, affinity, and bioavailability. This may involve modifying glycosylation patterns or altering amino acid sequences.
Preclinical Development
Testing in cell cultures and animal models to evaluate efficacy, pharmacokinetics, and toxicity.
Clinical Trials
If preclinical results are favorable, biologics proceed to human clinical trials, which are conducted in three phases to ensure safety and effectiveness.

CHALLENGES IN BIOLOGICS DISCOVERY:

Manufacturing Complexity: Biologics require specialized production in living cells, making manufacturing more complex and expensive than small molecules.
Stability and Storage: Biologics are sensitive to temperature and require cold chain logistics.
Immunogenicity: Some biologics may trigger immune responses, reducing their effectiveness.

ADVANCES AND INNOVATIONS:

AI in Biologics Discovery: Machine learning algorithms predict protein structures and design optimized antibodies.
Computational Biology: Designs new biological systems and pathways to create innovative biologics.
Biologics at Vedic Molecule are transforming the treatment landscape by providing highly targeted, effective therapies for previously untreatable diseases. Their development represents the forefront of personalized medicine and biotechnology innovation.