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

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, <b>DDS5</b>, revealed a stable complex with CD28, maintained by hydrogen bonding and a persistent interaction with Phe93. Functional validation using a competitive ELISA confirmed that <b>DDS5</b> 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 <b>DDS5</b> as an early stage immunomodulatory agent.

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Publication Details

Journal
ACS Omega
Published
2025-10-29
DOI
https://doi.org/10.1021/acsomega.5c10222
Citations
1
Primary Topic
Monoclonal and Polyclonal Antibodies Research
Type
article
Field-Weighted Citation Impact
1.36
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article

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

Hossam Nada, Moustafa T. Gabr, Laura Calvo‐Barreiro, Saurabh Upadhyay
1 citations
ACS Omega
Monoclonal and Polyclonal Antibodies Research
1.36
article

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

Hossam Nada, Moustafa T. Gabr, Laura Calvo‐Barreiro, Saurabh Upadhyay
article en
1 citations

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, <b>DDS5</b>, revealed a stable complex with CD28, maintained by hydrogen bonding and a persistent interaction with Phe93. Functional validation using a competitive ELISA confirmed that <b>DDS5</b> 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 <b>DDS5</b> as an early stage immunomodulatory agent.

ACS OmegaVol. 10(44)
Cornell University (US), Molecular Innovations (United States) (US), Weill Cornell Medicine (US)
Openalex Percentile: Top 14%
Monoclonal and Polyclonal Antibodies Research
1.36
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