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Updated: Apr 24, 2026

Identifying PD-1/PD-L1 Inhibitors with Surface Plasmon Resonance Technology
Published on: May 2, 2025
In search of novel PD1 inhibitor from natural products by high-throughput virtual screening and molecular dynamics
Neha Sharma1, Abhijit Debnath1, Rupa Mazumder1
1Noida Institute of Engineering and Technology (Pharmacy Institute), Uttar Pradesh, India.
Abstract:
Squamous cell carcinoma (SCC) represents a significant oncological challenge. While immune checkpoint inhibitors targeting PD-1/PD-L1 have revolutionized the treatment of SCC, current monoclonal antibody approaches face limitations, including poor tissue penetration, high costs, and immune-related adverse events in patients. Most existing small-molecule efforts target PD-L1, leaving PD-1/PD-L2 interactions intact and enabling immune escape. This study represents the first systematic identification of natural product-derived direct PD-1 inhibitors, offering broader pathway blockade compared to PD-L1-selective approaches. While current therapeutic limitations highlight the need for alternative methods, this computational study lays a foundation for experimental validation and potential advancement of a drug development pipeline. Through integrated computational screening of 17,967 phytochemicals from the IMPPAT database, we employed consensus molecular docking across seven algorithms, 300-ns molecular dynamics simulations, density functional theory calculations, and comprehensive ADME profiling. IMPHY004834 (Mahuannin D) from Ephedra sinica emerged as a lead compound with exceptional free binding energy, forming stable interactions with key PD-1. Molecular dynamics analysis revealed remarkable stability with consistent RMSD, lowest RMSF, and sustained hydrogen bonding throughout the simulation. The biflavonoid structure exhibits a favorable HOMO-LUMO gap, indicating chemical stability, while ADME profiling confirms drug-like properties, albeit requiring parenteral administration due to low GI absorption. This work establishes the first evidence for Mahuannin D's PD-1 inhibitory mechanism, which was previously known only for its cytotoxic effects. It provides a validated computational framework for discovering natural product-based immune checkpoint inhibitors with superior pathway coverage compared to existing PD-L1-selective therapeutics.
Insights
This study identifies Mahuannin D, a natural compound, as a direct inhibitor of PD-1, offering a novel approach to blocking immune escape in squamous cell carcinoma. This discovery provides a foundation for developing new cancer immunotherapies.
Area of Science:
- Oncology
- Immunology
- Computational Chemistry
Background:
- Squamous cell carcinoma (SCC) treatment faces challenges with current immune checkpoint inhibitors.
- Monoclonal antibodies targeting PD-1/PD-L1 have limitations like poor penetration and adverse events.
- Existing small-molecule drugs often target PD-L1, allowing PD-1/PD-L2 mediated immune escape.
Purpose of the Study:
- To systematically identify natural product-derived direct inhibitors of PD-1.
- To explore alternative strategies for broader immune checkpoint blockade beyond PD-L1 inhibition.
- To establish a computational framework for discovering natural product-based immune checkpoint inhibitors.
Main Methods:
- Computational screening of 17,967 phytochemicals from the IMPPAT database.
- Consensus molecular docking using seven algorithms, molecular dynamics simulations (300-ns), and DFT calculations.
- ADME profiling to assess drug-like properties and Mahuannin D's binding interactions with PD-1.
Main Results:
- IMPHY004834 (Mahuannin D) from Ephedra sinica identified as a lead compound with strong PD-1 binding affinity.
- Molecular dynamics simulations confirmed the stability of Mahuannin D-PD-1 interactions.
- Mahuannin D demonstrated favorable chemical stability and drug-like properties, suggesting potential for parenteral administration.
Conclusions:
- This study provides the first evidence of Mahuannin D acting as a direct PD-1 inhibitor.
- Mahuannin D offers a broader pathway blockade compared to PD-L1-selective inhibitors.
- The validated computational framework can accelerate the discovery of novel natural product-based immune checkpoint inhibitors for SCC treatment.
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