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Updated: Nov 14, 2025

Determination of Molecular Structures of HIV Envelope Glycoproteins using Cryo-Electron Tomography and Automated Sub-tomogram Averaging
Published on: December 1, 2011
One-step sequence and structure-guided optimization of HIV-1 envelope gp140
Sameer Kumar Malladi1, David Schreiber2, Ishika Pramanick1
1Molecular Biophysics Unit (MBU), Indian Institute of Science, Bengaluru, India.
Computational stabilization of HIV-1 envelope glycoprotein (Env) using PROSS improved expression yield and stability. This advance aids in developing better vaccines against HIV-1 by enhancing antibody induction.
Area of Science:
- Immunology
- Virology
- Computational Biology
Background:
- The metastable nature of HIV-1 envelope glycoprotein (Env) presents challenges for vaccine development.
- Stabilizing Env is hypothesized to improve the induction of broadly neutralizing antibodies (bNAbs).
Purpose of the Study:
- To enhance the expression yield and stability of the HIV-1 envelope glycoprotein BG505SOSIP.664 gp140.
- To validate a computational thermostabilization approach (PROSS) for improving immunogen design.
Main Methods:
- Utilized PROSS, an automated sequence and structure-guided computational method.
- PROSS integrates sequence conservation and computational stability assessments.
- Designed three gp140 variants with 17-45 mutations.
Main Results:
- One designed variant showed a fourfold increase in expression yield and a 4 °C rise in thermostability.
- Designed immunogens maintained similar antigenicity to the wild-type, targeting key bNAb epitopes.
- PROSS streamlined the design process, eliminating laborious screening.
Conclusions:
- PROSS effectively stabilizes HIV-1 Env glycoproteins and improves expression yield without compromising antigenicity.
- This computational approach offers a promising strategy for next-generation complex vaccine candidates.
- The method demonstrates proof of principle for stabilizing and enhancing immunogen design for HIV-1 vaccine development.
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