CCMB Antibody refers to antibody-based therapeutics engineered by CCMB using generative AI to address unmet medical needs. Current projects include:
Malaria: Targeting drug-resistant Plasmodium falciparum via small-molecule inhibitors.
Tuberculosis: Designing inhibitors against Mycobacterium tuberculosis essential proteins.
Neurological Disorders: Developing nanobodies to modulate GluD1 neurotransmitter receptors .
CCMB partners with Aganitha to integrate AI with structural biology for:
Target Identification: Prioritizing pathogen-specific proteins (e.g., malaria parasite drug targets).
Antibody/Nanobody Engineering: Optimizing binding affinity and stability .
Generative AI: Predicts and optimizes antibody sequences and small-molecule structures.
Structural Analysis: Molecular dynamics simulations to validate interactions .
| Target | Approach | Status |
|---|---|---|
| Plasmodium enzymes | AI-predicted small molecules | Preclinical |
| Target | Strategy | Progress |
|---|---|---|
| M. tuberculosis proteins | Structure-based inhibitor design | Lead optimization |
| Target | Function | Application |
|---|---|---|
| GluD1 receptors | Modulate neurotransmission | Parkinson’s, epilepsy |
Human-Centric Design: Antibodies derived from human B cells (e.g., anti-PcrV mAbs for Pseudomonas aeruginosa) show reduced immunogenicity vs. murine-derived counterparts .
Efficiency: Screening <12 B-cell receptor (BCR) sequences yielded protective mAbs, bypassing hybridoma limitations .
Heme Efflux in Bacterial Systems: CCMB’s studies on bacterial CcmB proteins (e.g., Shewanella oneidensis) revealed their role in heme transport, informing strategies to disrupt pathogen metabolism .
Diversity in Antibody Repertoires: Camelid-derived nanobodies (VHHs) compensate for shorter CDR3 regions via structural plasticity, a feature leveraged in CCMB’s designs .
KEGG: ath:ArthMp010
CCMB has successfully cultured the novel Coronavirus from samples collected from COVID-19 patients using multiple cell lines. Their methodology involves:
Isolation of infectious viruses by virologists headed by Dr. Krishnan H Harshan
Culture of the virus in Vero cells and Vero E6 cells, which yield higher amounts of the virus
Culture in human lung epithelial cells for more physiologically relevant models
Development of assay systems that enable testing of potential therapeutic antibodies
This cultured virus serves six potential research applications: vaccine development, developing antibodies/antidotes, testing antibodies, drug screening, testing disinfectants, and validating instruments designed to neutralize the virus .
CCMB employs a sophisticated B-cell isolation approach:
Collection of peripheral blood mononuclear cells (PBMCs) from convalescent patients
Staining cells with fluorescently labeled prefusion stabilized spike (S) probes
Isolation of single B cells that are positive for S-2P trimer and/or S1 probe using flow cytometry (FACSAria III cell sorter)
Direct collection of these cells into PCR plates containing RNA preservation reagents (RNase OUT, First-Strand Buffer, dithiothreitol, and Igepal)
Cloning of IgG genes from isolated B cells
This methodology maximizes the chances of isolating potent neutralizing antibodies against viral pathogens.
CCMB's approach to fragment-based antibody therapy addresses several limitations of conventional plasma therapy:
Theoretical basis: While plasma-based passive immunity has shown efficacy in clinical trials, it faces limitations in the availability of human plasma samples
Alternative strategy: Using horses or other higher animals to generate antibodies against SARS-COV2 viral antigens
Processing methodology: The antibodies raised in horses using inactivated coronavirus are fractionated and purified to produce antibody fragments F(ab')2
Mechanism of action: These fragments specifically neutralize coronavirus in patients, facilitating recovery
Scale and accessibility: Horse-based immunoglobulins can be produced in large quantities, providing an economical alternative that can be made readily available to larger populations
CCMB employs multiple techniques to assess antibody efficacy:
Binding affinity assessment: Measuring the binding strength of antibodies to S protein and the Receptor Binding Domain (RBD)
Pseudovirus neutralization assays: Testing neutralizing ability with pseudoviruses that express viral surface proteins
Plaque reduction neutralizing test (PRNT): Quantifying the ability of antibodies to reduce viral infection in cell cultures
In vivo efficacy testing: Examining therapeutic efficacy in transgenic (TG) mice challenged with a lethal dose of virus
CCMB researchers have established that therapeutic antibody treatment offers significant advantages over plasma therapy:
| Parameter | Antibody Therapy | Plasma Therapy |
|---|---|---|
| Source | Horse immunization with inactivated coronavirus | Human convalescent plasma |
| Specificity | Highly specific F(ab')2 fragments | Variable antibody mix |
| Scalability | Large-scale production possible | Limited by donor availability |
| Consistency | Standardized preparation | Variable between donors |
| Purification | Fractionated and purified antibody fragments | Minimal processing |
| Safety profile | Reduced risk of contamination | Potential for bloodborne pathogens |
| Cost-effectiveness | More economical | Resource-intensive collection |
Scientists at CCMB believe that immunotherapy using antibody fragments is more effective and feasible than plasma therapy due to these advantages .
CCMB employs a multi-faceted approach to evaluate antibody effectiveness against viral variants:
Viral genome sequencing: Identifying viral variants through next-generation sequencing (e.g., using TaqPath, ThermoScientific or COVIDseq, Illumina systems)
In vitro neutralization assays:
Pseudovirus neutralization assays to assess neutralizing activity against specific variants
Comparison of neutralizing capacity between original strains and variants of concern
Clinical parameters monitoring:
Time to resolution of symptoms
Changes in viral load (interpreted by Ct values)
Complete blood counts and inflammatory markers (ferritin, neutrophil counts, lymphocyte counts)
Comparative analysis:
For example, in a study on the REGEN-COV antibody cocktail against the delta variant, researchers found that the neutralizing activity against delta was comparable to its activity against the original Wuhan-Hu-1 strain, with significantly fewer patients remaining symptomatic by Day 7 in the antibody cocktail group (21.30% vs. 50.0%, p=0.0001) .
CCMB and collaborating institutions use advanced molecular surface descriptors specifically designed for predicting antibody developability:
Surface descriptor analysis: Evaluating antibody surface properties that affect developability
Benchmarking correlations with experimentally determined biophysical properties:
Viscosity
Aggregation propensity
Hydrophobic interaction chromatography profiles
Human pharmacokinetic clearance
Heparin retention time
Polyspecificity
Sensitivity assessment of surface descriptors to methodological variables:
Choice of interior dielectric constant
Different hydrophobicity scales
Various structure prediction methods
Conformational sampling impact
Computational enhancement:
Averaging descriptor values over conformational distributions from molecular dynamics
Mitigating systematic shifts in descriptor distribution
Improving consistency across different structure prediction methods
Risk flag development:
CCMB has developed extensive collaborative networks to advance antibody research:
Academic-Industry Partnerships:
Research Integration Framework:
Technology Transfer Mechanism:
Advanced Partnerships:
Collaboration with Aganitha to apply Generative AI solutions for small molecule and antibody design
Framework agreement signed to translate CCMB's R&D findings into therapeutic candidates
Initial phase focusing on multiple targets for Malaria and TB
Design of research antibodies for furthering neurology investigations
CCMB has developed an integrated approach combining antibody research with mRNA vaccine technology:
Platform development:
Creation of India's first mRNA vaccine technology, adapting technical knowledge from existing platforms
Integration of antibody research to enhance vaccine efficacy
Immune response characterization:
Evaluation of anti-spike antibodies generated by the mRNA vaccine
Quantification of neutralizing capacity (>90% efficiency in preventing human ACE2 receptor binding to coronavirus)
Preclinical validation methodology:
Challenge studies on hamsters at IISc Bangalore
Evaluation of efficacy against live virus infection
Assessment of antibody production and quality
Translational research approach:
CCMB and affiliated institutions have developed sophisticated approaches to antibody-mediated cancer immunotherapy:
Immune checkpoint inhibition mechanisms:
Technical immunotherapy approaches:
Monoclonal antibodies directed at inhibitory immune checkpoints (e.g., anti-CTLA-4 antibody ipilimumab, anti-PD-1 antibodies nivolumab and pembrolizumab)
Administration protocols: ipilimumab every three weeks for four doses; nivolumab every two weeks; pembrolizumab every three weeks
Continuation criteria based on toxicity and disease progression evaluation
Response assessment methodology:
Development of immune-mediated response criteria
Recommendation for continued treatment while patient remains stable
Close follow-up with repeat imaging after 4-6 weeks before concluding disease progression
Recognition and evaluation of pseudoprogression (apparent tumor size increase due to inflammatory response)
Toxicity management protocols:
CCMB is integrating antibody array technology with microRNA research for comprehensive cancer diagnostics:
Integrated methodology:
Extraction of proteins from invasive ductal carcinoma (IDC) samples of different stages and grades and their adjacent controls
Protein labeling with appropriate conjugates followed by hybridization with antibody arrays
Arrays consisting of 500 monoclonal antibodies related to oncogenes and pathways spotted on microscopic glass slides
Visualization and analysis according to manufacturer's protocols
Statistical analysis approach:
Validation methodology:
This integrated approach has identified distinct miRNA signatures that differentiate types, grades, and stages of invasive ductal carcinoma, providing potential biomarkers for robust classification and early detection of breast cancer.
CCMB has developed sophisticated methodologies to assess antibody effectiveness against viral variants:
Virus culturing and variant isolation:
Variant profiling and comparison:
Historical evolution tracking:
Scientific communication:
CCMB has developed a transferable framework for antibody research across multiple infectious diseases:
Cross-disease application methodology:
Collaborative research structure:
Disease-specific approaches:
Translational research methodology: