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Updated: Oct 21, 2025

Identifying PD-1/PD-L1 Inhibitors with Surface Plasmon Resonance Technology
Published on: May 2, 2025
Insights into small molecule inhibitor bindings to PD-L1 with residue-specific binding free energy calculation
Wei Xia1, Liping He1, Jingxiao Bao1
1Shanghai Engineering Research Center of Molecular Therapeutics & New Drug Development, Shanghai Key Laboratory of Green Chemistry & Chemical Process, School of Chemistry and Molecular Engineering, East China Normal University, Shanghai, China.
Abstract:
Targeting the immunological checkpoint PD-1/PD-L1 with antibodies has shown opportunities to improve cancer treatment in recent years. However, antibody therapy is a double-edged sword with high cost, low patient tolerance, lack of oral bioavailability, and a reaction to most solid tumors that prevents the adoption of antibodies. Advancement of small-molecule PD-1/PD-L1 inhibitors that could overwhelm these drawbacks is sluggish because of the poor pharmacodynamic properties and shallow pocket of the PD-1/PD-L1 binding interface. Recently, a number of compounds have been discovered to bind the PD-L1/PD-L1 dimer interface, providing an excellent alternative to inhibit the interaction between PD-1/PD-L1 and small molecules. Quantitative characterization of PD-L1 interactions with these inhibitors will advance the design of novel and efficient inhibitors in the future. Here, the binding free energies of 35 PD-L1 dimer inhibitors have been calculated using the alanine-scanning-interaction-entropy (AS-IE) method. Hotspot residues on PD-L1 and potential modification groups on the inhibitors were identified. The experimental results for the AS-IE method were better correlated than the classical MM/GBSA method. These results may set the stage for the design the more powerful PD-L1 inhibitors.Communicated by Ramaswamy H. Sarma.
Insights
Small molecules targeting the PD-L1 dimer offer a promising alternative to antibody cancer therapies. This study quantifies binding energies to guide the development of more effective PD-L1 inhibitors.
Area of Science:
- Immunology
- Computational Chemistry
- Drug Discovery
Background:
- Antibody therapies targeting the PD-1/PD-L1 immune checkpoint show promise in cancer treatment but face limitations like high cost and poor bioavailability.
- Small-molecule inhibitors offer an alternative but face challenges due to poor pharmacodynamics and the PD-1/PD-L1 binding interface's shallow pocket.
- Inhibiting the PD-L1 dimer interface presents a viable strategy for small molecules to block PD-1/PD-L1 interactions.
Purpose of the Study:
- To quantitatively characterize the binding interactions of small-molecule PD-L1 dimer inhibitors.
- To identify key residues and inhibitor modifications for designing more potent PD-L1 inhibitors.
- To evaluate the effectiveness of the alanine-scanning-interaction-entropy (AS-IE) method for predicting binding free energies.
Main Methods:
- Calculated binding free energies for 35 PD-L1 dimer inhibitors using the alanine-scanning-interaction-entropy (AS-IE) method.
- Identified hotspot residues on PD-L1 crucial for inhibitor binding.
- Pinpointed potential modification sites on the small-molecule inhibitors.
Main Results:
- The AS-IE method demonstrated superior correlation with experimental data compared to the MM/GBSA method.
- Key residues and inhibitor modification groups influencing binding affinity were identified.
- Quantitative insights into PD-L1 dimer-inhibitor interactions were obtained.
Conclusions:
- The AS-IE method is a reliable tool for characterizing small-molecule inhibitor binding to the PD-L1 dimer.
- The findings provide a foundation for designing novel and more potent small-molecule PD-L1 inhibitors.
- This research advances the development of alternative immunotherapies for cancer treatment.
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