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  5. Surface Plasmon Resonance (SPR)-Based Workflow for High-Throughput Discovery of CD28-Targeted Small Molecules

Surface Plasmon Resonance (SPR)-Based Workflow for High-Throughput Discovery of CD28-Targeted Small Molecules

File(s)
41244399.pdf (5.24 MB)
Permanent Link(s)
https://hdl.handle.net/1813/125143
Collections
Department of Radiology
Author
Calvo-Barreiro, Laura
Nada, Hossam
Upadhyay, Saurabh
Gabr, Moustafa T.
Abstract

CD28 is a critical costimulatory receptor involved in T cell activation and immune regulation, making it a compelling target for immunomodulatory therapies. Despite its therapeutic relevance, small molecule CD28 inhibitors remain largely underexplored. To address this gap, we developed a high-throughput screening (HTS) workflow using surface plasmon resonance (SPR) to identify novel CD28-targeted small molecules. To our knowledge, this work represents the first SPR-based HTS platform applied to the discovery of small molecules targeting a stimulatory immune checkpoint receptor. A chemical library composed of diverse 1056 small molecules was screened using a 384-well format. Compounds were evaluated based on level of occupancy (LO), binding response, and dissociation kinetics, resulting in 12 primary hits (1.14% hit rate). Follow-up dose-response SPR screening confirmed micromolar-range affinities for three compounds. Molecular docking and 100 ns molecular dynamics simulations of the top hit, DDS5, revealed a stable complex with CD28, maintained by hydrogen bonding and a persistent interaction with Phe93. Functional validation using a competitive ELISA confirmed that DDS5 inhibited the CD28-CD80 interaction. These results demonstrate that our SPR-based HTS platform is a robust and efficient strategy for discovering CD28-targeted small molecules. The integration of computational evaluation and orthogonal validation further underscores the potential of DDS5 as an early stage immunomodulatory agent.

Journal / Series
ACS omega
Volume & Issue
10(44)
Date Issued
2025-10-29
Publisher
American Chemical Society
Keywords
WCM Library Coordinated Deposit
Related DOI
https://doi.org/10.1021/acsomega.5c10222
Previously Published as
Calvo-Barreiro L, Nada H, Upadhyay S, Gabr MT. Surface Plasmon Resonance (SPR)-Based Workflow for High-Throughput Discovery of CD28-Targeted Small Molecules. ACS omega. 2025;10(44):53612-53620. doi: 10.1021/acsomega.5c10222. PMID: 41244399.
Rights
Attribution-NonCommercial-NoDerivatives 4.0 International
Rights URI
https://creativecommons.org/licenses/by-nc-nd/4.0/
Type
article

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