top of page

Executive Hands-on Training Program for NMR Data Analysis and
Interpretation of Biologics

Aug 13 - 14 , 2025

ICT, Mumbai

About Us 

Join us for an intensive two-day hands-on training workshop focused on leveraging high-resolution Nuclear Magnetic Resonance (NMR) spectroscopy for the characterization of higher-order structures (HoS) and aggregation states in biopharmaceuticals—critical quality attributes that directly impact therapeutic efficacy and safety.

Designed for industry professionals, this program offers a deep dive into: 

  • NMR data acquisition and processing 

  • Statistical analysis techniques 

  • Interpretation strategies for therapeutic peptides and monoclonal antibodies (mAbs) 

  • Expert Insights on Regulatory filings and Approvals  

NMR 2.jpg

Program Overview 

Training Outcomes

  • NMR data processing of 1D, 2D, and 2D-DOSY spectra

  • Principal Component Analysis (PCA) for demonstrating similarity between drug product & RLD

  • Sequence-specific peak assignments for understanding HoS and impurities

  • Interpretation of NMR data for biosimilarity between peptide drug product & RLD

  • Identify and characterize impurities in peptide drug substances and products using NMR

  • Gain deep insights into HoS through sequence-specific peak assignments

Software & Techniques

  • NMR data processing (1D, 2D, 2D-DOSY spectra)

  • Principal Component Analysis (PCA)

  • CcpNmr for sequence-specific peak assignment

  • MNova for data interpretation and visualization

Past Event

The Executive Hands-on Training Program on NMR Data Analysis and Interpretation brought together 20 executive-level participants from leading biopharma and pharma industries. The program provided an intensive, application-driven experience focused on advancing skills in NMR-based characterization of peptides and biologics.

 

Key Highlights:

  • Peptide aggregation

  • NMR Data Interpretation

  • Principal Component Analysis

  • High Order Structure

  • 1D 2D

  • DOSY  

Previous Speakers 

bottom of page