Evidence map›Paper›PMID 40992173›Full record

ArticleEuropean journal of medicinal chemistry2025

Structure-based virtual screening identifies potent CD28 inhibitors that suppress T cell co-stimulation in cellular and mucosal models.

Saurabh Upadhyay, Valerij Talagayev, Sungwoo Cho, Gerhard Wolber, Moustafa Gabr

Abstract read
In one paragraph

Article in European journal of medicinal chemistry, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

  1. Article
  2. AI-Enforced Ultra-Large Virtual Screening Discovers Potent CD28 Binders.Journal of chemical information and modeling · 2026
    Article
  3. Article
  4. Review
  5. Article
  6. Review
  7. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Saurabh UpadhyayDepartment of Radiology, Molecular Imaging Innovations Institute (MI3), Weill Cornell Medicine, New York, NY, 10065, USA.
Valerij TalagayevFreie Universität Berlin, Molecular Design Group, Institute of Pharmacy, Department of Biology, Chemistry & Pharmacy, Königin-Luisestr. 2+4, 14195, Berlin, Germany.
Sungwoo ChoDepartment of Radiology, Molecular Imaging Innovations Institute (MI3), Weill Cornell Medicine, New York, NY, 10065, USA.
Gerhard WolberFreie Universität Berlin, Molecular Design Group, Institute of Pharmacy, Department of Biology, Chemistry & Pharmacy, Königin-Luisestr. 2+4, 14195, Berlin, Germany. Electronic address: gerhard.wolber@fu-berlin.de.
Moustafa GabrDepartment of Radiology, Molecular Imaging Innovations Institute (MI3), Weill Cornell Medicine, New York, NY, 10065, USA. Electronic address: mog4005@med.cornell.edu.

Funding

Optimization of small molecule immunomodulators as combination therapy for IBDR01DK137299 · NIDDK · WEILL MEDICAL COLL OF CORNELL UNIV · PI Moustafa Gabr · 2024 to 2026
$2.0M
NIDDK NIH HHS R01 DK137299
6 · The paper itself

Abstract

Resistance to immune checkpoint inhibitors targeting PD-1 and CTLA-4 remains a major barrier to effective cancer immunotherapy, often arising from compensatory CD28-mediated costimulation. Here, we report the discovery and biological validation of small molecule CD28 antagonists identified through a structure-based virtual screening pipeline. Molecular dynamics and Pyrod-based water mapping revealed a cryptic lipophilic canyon on CD28 enriched in druggable features. A pharmacophore-based screen of over 7 million compounds yielded several candidates, of which compound 22VS emerged as a lead based on biophysical binding (TRIC and MST), structure-activity insights, and functional inhibition in ELISA and NanoBit assays. 22VS demonstrated potent and selective blockade of CD28-B7 interactions, with submicromolar IC

Indexed as

CD28 AntigensT-LymphocytesDose-Response Relationship, DrugDrug Evaluation, PreclinicalHumansMolecular StructureStructure-Activity RelationshipCD28 AntigensPharmacophore modelingProtein–protein interaction inhibitorsStructure-based drug designT cell co-stimulationVirtual screening

Identifiers

PMID40992173
PMCPMC12516787

What OpenQuestion holds

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Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.