<i>In Silico</i> Optimization of GAD65 <sub>114–122</sub> Autoantigen for Potential Type 1 Diabetes Antigen-Specific Immunotherapy
Type 1 diabetes (T1D) is mediated by autoreactive T cells targeting pancreatic β-cell antigens, with CD8+ T cells specific for islet autoantigens playing a central role. CD8+ T cell reactivity to glutamic acid decarboxylase 65 (GAD65) in HLA-A*02:01 individuals has been reported to focus on the immunogenic region around residues 114-122 (VMNILLQYV). Here, we design GAD65<sub>114-122</sub> mimotopes with enhanced human leukocyte antigen (HLA) binding as potential T1D vaccine candidates. Using all-atom molecular dynamics (MD) simulation and free energy perturbation (FEP), we evaluate single, double, and swap mutations on HLA-A*02:01-GAD65<sub>114-122</sub> binding. Our results identify positions 3 and 7 as key sites for affinity enhancement. Position 3 favors negatively charged residues aspartic acid (N3D) and glutamic acid (N3E) over native asparagine (ASN), suggesting favorable electrostatic interactions, while position 7 prefers hydrophobic residues methionine (Q7M) and isoleucine (Q7I) over native glutamine (GLN), enhancing binding stability. Double mutations at both positions 3 and 7 display an overall additive or even synergistic effect, with N3D_Q7M, N3D_Q7I, N3E_Q7M, and N3E_Q7I double mutants identified as strong candidates for further experimental validation of T cell activation. This work highlights key insights for optimizing antigen-based vaccine design and optimization for T1D.
Authors
- Qinglu Zhong (ORCID: https://orcid.org/0000-0002-5593-1641)
- Song Wu (ORCID: https://orcid.org/0000-0003-3504-1630)
- Damiano Buratto (ORCID: https://orcid.org/0000-0002-9924-128X)
- Ruhong Zhou (ORCID: https://orcid.org/0000-0001-8624-5591)
- Chun Chan (ORCID: https://orcid.org/0000-0002-3705-1835)
- Lei Fu (ORCID: https://orcid.org/0009-0001-0171-297X)
Institutions
- Shenzhen University (CN)
- Quantitative BioSciences (US)
- Shanghai Advanced Research Institute (CN)
- Southern Medical University Shenzhen Hospital (CN)
- Shenzhen Luohu People's Hospital (CN)
- Artificial Intelligence in Medicine (Canada) (CA)
- Zhejiang University (CN)
- Columbia University (US)
Publication Details
- Journal
- The Journal of Physical Chemistry B
- Published
- 2025-12-09
- DOI
- https://doi.org/10.1021/acs.jpcb.5c04875
- Primary Topic
- Diabetes and associated disorders
- Type
- article
- Field-Weighted Citation Impact
- 0.00