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Updated: Jun 8, 2025

Identifying PD-1/PD-L1 Inhibitors with Surface Plasmon Resonance Technology
Published on: May 2, 2025
Computational identification of PDL1 inhibitors and their cytotoxic effects with silver and gold nanoparticles
Syed Hammad Ali1, Hiba Ali2, Mohd Azhar Aziz3,4
1Interdisciplinary Nanotechnology Centre, Aligarh Muslim University, Aligarh, UP, 202002, India.
Abstract:
Immunotherapy is a promising treatment for cancer that aims to boost the immune system's response to cancer cells. This can be achieved by blocking Programmed cell death protein 1/Programmed death-ligand 1 (PD1/PDL1), which activates T cells. In this work, the aim was to find high-affinity drugs against PDL1 using computational tools and conjugate nanoparticles with them. The cytotoxic activity of the nanoparticle conjugated drugs was then tested. The screening of 100,000 drugs from the ZINC database and FDA-approved drugs was done computationally. The physicochemical properties and toxicity of the drugs were analyzed using SwissADME and ProTox-II, respectively. Silver nanoparticles (AgNPs) and gold nanoparticles (AuNPs) were synthesized using extracts of Catharanthus roseus flowers and Juglans regia shells, respectively. The characterization of AgNPs and AuNPs was performed using UV-Vis spectroscopy, X-ray diffraction (XRD), and Fourier transform infrared spectroscopy (FTIR). Their conjugation with the drugs Irinotecan, Imatinib, and Methotrexate was also confirmed using UV-Vis, FTIR, and Dynamic light scattering (DLS). The top screened drugs were ZINC1098661 and 3 FDA-approved drugs (Irinotecan, Imatinib, and Methotrexate). Docking studies revealed that Irinotecan had the highest binding affinity towards PDL1 when conjugated with silver nanoparticles (AgNPs) and gold nanoparticles (AuNPs). The Irinotecan-PDL1 complex was confirmed as the most stable through molecular dynamics simulations. The result of the methylthiazol tetrazolium (MTT) assay showed that conjugated AgNPs and AuNPs with Irinotecan had a higher toxic effect on the A549 cancer cell line than AgNPs and AuNPs conjugated with Imatinib. This study provides a promising avenue for further investigation and development of nanoparticle-drug conjugates as a potential cancer immunotherapy strategy.
Insights
Researchers computationally screened 100,000 drugs to find high-affinity binders for Programmed death-ligand 1 (PDL1). Nanoparticle conjugates of Irinotecan showed enhanced cytotoxicity against A549 cancer cells, indicating potential for cancer immunotherapy.
Area of Science:
- Computational drug discovery
- Nanotechnology in medicine
- Cancer immunotherapy
Background:
- Immunotherapy enhances the immune system's response to cancer by targeting immune checkpoints like Programmed cell death protein 1/Programmed death-ligand 1 (PD1/PDL1).
- Developing novel therapeutic agents with high affinity for PDL1 is crucial for advancing cancer immunotherapy strategies.
Purpose of the Study:
- To identify high-affinity drug candidates against PDL1 using computational screening.
- To synthesize and characterize silver nanoparticles (AgNPs) and gold nanoparticles (AuNPs).
- To conjugate selected drugs with nanoparticles and evaluate their cytotoxic activity against cancer cells.
Main Methods:
- Computational screening of 100,000 drugs from the ZINC database and FDA-approved drugs for PDL1 binding affinity.
- Physicochemical and toxicity analyses using SwissADME and ProTox-II.
- Synthesis of AgNPs and AuNPs using plant extracts, followed by characterization (UV-Vis, XRD, FTIR) and drug conjugation confirmation (UV-Vis, FTIR, DLS).
- Molecular docking and dynamics simulations to assess binding affinity and stability of drug-PDL1 complexes.
- Methylthiazol tetrazolium (MTT) assay to determine the cytotoxic effect of nanoparticle-drug conjugates on A549 cancer cell lines.
Main Results:
- Computational screening identified ZINC1098661, Irinotecan, Imatinib, and Methotrexate as top drug candidates.
- Docking studies indicated Irinotecan exhibited the highest binding affinity to PDL1 when conjugated with AgNPs and AuNPs.
- Molecular dynamics simulations confirmed the stability of the Irinotecan-PDL1 complex.
- MTT assays demonstrated that Irinotecan conjugated with AgNPs and AuNPs exhibited significantly higher cytotoxicity against A549 cells compared to Imatinib conjugates.
Conclusions:
- The study successfully identified potent PDL1 inhibitors and developed nanoparticle-drug conjugates with enhanced anti-cancer activity.
- Irinotecan-conjugated nanoparticles show significant promise as a novel strategy for cancer immunotherapy.
- Further investigation into these nanoparticle-drug conjugates could lead to the development of more effective cancer treatments.
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