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Updated: Sep 17, 2025

Evaluation of Caspase Activation to Assess Innate Immune Cell Death
Published on: January 20, 2023
Integrated computational pipeline for advanced sampling-based investigation and alternative inhibition of the
Luca Andrade1, Aline Albuquerque2, Andrielly Dos Santos Costa1
1Graduate Program in Computational and Systems Biology, Oswaldo Cruz Institute - Oswaldo Cruz Foundation (Fiocruz), 21040-900, Rio de Janeiro, Brazil; Structural and Functional Biology in Biopharmaceuticals Group - Fiocruz Ceará, 61760-000, Eusébio, Brazil.
Abstract:
Cancer represents a major public health challenge, demanding the continuous search for therapeutic strategies. The PD-1/PD-L1 pathway is crucial in tumor immune evasion, and its inhibition imposes difficulties such as antibody-related adverse effects and reduced affinity of small molecules to these checkpoint proteins. Previously, we uncovered a novel binding site within the C'D loop of PD-1. The 1508 ligand interaction induced a structural modification of this loop, which had not been explored in the PD-1/PD-L1 complex. In this work, we employed a robust computational pipeline to validate C'D loop modulation by small ligands as a promising strategy to impair the PD-1/PD-L1 interaction. Thus, we characterized the molecular recognition and binding mechanisms of 1508, revealing critical interaction dynamics within the C'D loop cavity through Supervised Molecular Dynamics (SuMD) and Umbrella Sampling (US). Using Gaussian Accelerated Molecular Dynamics (GaMD), we identified new conformations of PD-1 potentially unfavorable to the complexation to PD-L1. We specifically identified conformational constraints in the backbone of the C'D loop, particularly involving residues S87-P89. These constraints were accompanied by simultaneous structural modifications in the FG loop (A129-I134), resulting in a combined destabilizing effect as evidenced by molecular docking analysis of the ternary complex comprising PD-1, 1508, and PD-L1. These findings highlight the C'D loop as a promising druggable hotspot and validate the effectiveness of the computational pipeline in characterizing PD-1/PD-L1 pathway inhibitors.
Insights
Small molecules targeting the PD-1 C'D loop show promise for cancer immunotherapy by disrupting PD-1/PD-L1 interactions. This computational study validates a novel strategy to overcome current therapeutic challenges.
Area of Science:
- Immunology
- Computational Biology
- Drug Discovery
Background:
- Cancer immune evasion frequently involves the PD-1/PD-L1 pathway.
- Current inhibitors face challenges including antibody-related side effects and low affinity.
- A novel binding site in the PD-1 C'D loop was previously identified.
Purpose of the Study:
- To computationally validate C'D loop modulation by small ligands as a strategy to inhibit PD-1/PD-L1 interaction.
- To characterize the molecular recognition and binding mechanisms of the small ligand 1508.
- To identify novel PD-1 conformations unfavorable for PD-L1 binding.
Main Methods:
- Utilized a computational pipeline including Supervised Molecular Dynamics (SuMD) and Umbrella Sampling (US).
- Employed Gaussian Accelerated Molecular Dynamics (GaMD) to explore conformational landscapes.
- Performed molecular docking analysis on a ternary complex (PD-1, 1508, PD-L1).
Main Results:
- Characterized critical interaction dynamics within the PD-1 C'D loop cavity upon 1508 binding.
- Identified specific conformational constraints in the C'D loop (residues S87-P89) and FG loop (A129-I134).
- Observed a combined destabilizing effect on the PD-1/PD-L1 complex, validated by docking.
Conclusions:
- The PD-1 C'D loop represents a druggable hotspot for developing novel cancer immunotherapies.
- Small molecule modulation of the C'D loop effectively impairs PD-1/PD-L1 interaction.
- The computational pipeline is effective for characterizing PD-1/PD-L1 pathway inhibitors.
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