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

  • Laura Calvo-Barreiro
  • , Hossam Nada
  • , Saurabh Upadhyay
  • , Moustafa T. Gabr

Research output: Contribution to journalArticlepeer-review

1 Scopus 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, 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.

Original languageEnglish
Pages (from-to)53612-53620
Number of pages9
JournalACS Omega
Volume10
Issue number44
DOIs
StatePublished - 11 Nov 2025

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