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Related Concept Videos

Conjugated Proteins02:50

Conjugated Proteins

Simple proteins and protein complexes contain only amino acids. In contrast, many other proteins, called conjugated proteins, covalently bond with non-protein moieties.
Nucleoproteins are protein complexes that contain nucleic acids, categorized as deoxyribonucleoproteins (DNPs) or ribonucleoproteins (RNPs) respectively. The nucleosome is a typical example of a DNP where nuclear DNA is associated with histone proteins. The major antigen for the Covid-19 virus SARS-CoV is an RNP that is critical...

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Related Experiment Video

Updated: May 28, 2026

Homogeneous Glycoconjugate Produced by Combined Unnatural Amino Acid Incorporation and Click-Chemistry for Vaccine Purposes
13:53

Homogeneous Glycoconjugate Produced by Combined Unnatural Amino Acid Incorporation and Click-Chemistry for Vaccine Purposes

Published on: December 19, 2020

Predictive Stability of Aggregation in Glycoconjugate Vaccines Using Advanced Kinetics Modeling and High-Throughput

Tao Ju Cui1, Didier Clénet2, Martinus A H Capelle1

  • 1Johnson & Johnson, 2333 CN Leiden, The Netherlands.

Pharmaceutics
|May 27, 2026
PubMed
Summary
This summary is machine-generated.

Advanced Kinetics Modeling (AKM) combined with high-throughput screening (HTS) assays offers an efficient method for predicting vaccine stability. This approach reduces analytical resource needs while ensuring accurate stability predictions for vaccine development.

Keywords:
biopharmaceuticalsmodelingstabilityvaccines

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Area of Science:

  • Biopharmaceutical Development
  • Vaccine Technology
  • Analytical Chemistry

Background:

  • Predictive modeling is crucial for vaccine stability, especially with limited long-term data.
  • Accurate stability predictions require high-quality input, often demanding significant analytical resources.
  • Developing robust predictive models is essential for accelerating vaccine development and ensuring product quality.

Purpose of the Study:

  • To demonstrate a synergistic approach integrating high-throughput screening (HTS) techniques with Advanced Kinetics Modeling (AKM) for robust vaccine stability prediction.
  • To develop and validate predictive stability models using accelerated stability data.
  • To assess the efficiency and resource requirements of HTS assays as alternatives to traditional methods.

Main Methods:

  • Integration of HTS techniques (UV-VIS, intrinsic fluorescence, DLS) with Advanced Kinetics Modeling (AKM).
  • Application of AKM to a glycoconjugate vaccine targeting extra-intestinal pathogenic Escherichia coli (ExPEC).
  • Utilizing size-exclusion high-performance liquid chromatography (SE-HPLC) for aggregation analysis.

Main Results:

  • Kinetic models effectively described aggregation processes observed via SE-HPLC, DLS, UV-Vis absorbance (turbidity), and intrinsic fluorescence.
  • AKM successfully elucidated key degradation pathways using accelerated stability data across multiple temperatures.
  • HTS assay results demonstrated a strong correlation with SE-HPLC data.

Conclusions:

  • AKM provides a robust framework for describing vaccine degradation pathways.
  • HTS assays serve as an efficient alternative to traditional methods, requiring fewer resources and less time.
  • The integrated HTS-AKM approach facilitates accurate and resource-efficient vaccine stability prediction.