Evidence map›Paper›PMID 42621439›Full record

ArticleACS medicinal chemistry letters2025

Structure-Guided Virtual Screening of Small Peptide Inhibitors Targeting PD-L1 for Cancer Immunotherapy.

Imani Roundtree, Rodney Valdivia, Angelo Altenor, Tovah St Ignac, Alexandra Esposito, Keona Wu-Peruzzi, Genesis Fuentes, Briana Ginjauma, Francis Acquah, John Fetse

Abstract read
In one paragraph

Article in ACS medicinal chemistry letters, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Imani RoundtreeDepartment of Pharmaceutical Sciences, College of Pharmacy, Larkin University, Miami, Florida 33169, United States.
Rodney ValdiviaDepartment of Pharmaceutical Sciences, College of Pharmacy, Larkin University, Miami, Florida 33169, United States.
Angelo AltenorDepartment of Pharmaceutical Sciences, College of Pharmacy, Larkin University, Miami, Florida 33169, United States.
Tovah St IgnacDepartment of Pharmaceutical Sciences, College of Pharmacy, Larkin University, Miami, Florida 33169, United States.
Alexandra EspositoDepartment of Pharmaceutical Sciences, College of Pharmacy, Larkin University, Miami, Florida 33169, United States.
Keona Wu-PeruzziDepartment of Pharmaceutical Sciences, College of Pharmacy, Larkin University, Miami, Florida 33169, United States.
Genesis FuentesDepartment of Pharmaceutical Sciences, College of Pharmacy, Larkin University, Miami, Florida 33169, United States.
Briana GinjaumaDepartment of Pharmaceutical Sciences, College of Pharmacy, Larkin University, Miami, Florida 33169, United States.
Francis AcquahDepartment of Biochemistry and Molecular Biology, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma 73104, United States.ORCID https://orcid.org/0000-0002-4534-9156
John FetseDepartment of Pharmaceutical Sciences, College of Pharmacy, Larkin University, Miami, Florida 33169, United States.ORCID https://orcid.org/0000-0002-4495-2439

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The programmed cell death-1 (PD-1)/PD-L1 immune checkpoint plays a critical role in tumor immune evasion. While monoclonal antibodies targeting this pathway have demonstrated clinical benefit, their use is often limited by poor tumor penetration and immunogenicity. Peptides offer advantages such as tunable structures and improved tissue penetration. Here, we applied a structure-guided virtual screening strategy to identify small peptides that disrupt the PD-1/PD-L1 interaction. Alanine scanning of BMS-57 (PDB ID: 5O4Y) identified key binding residues, which informed the design of a focused virtual library of 24,423 small peptides. Top hits were selected by docking and molecular dynamics simulations. Experimental validation using ELISA and immune cell cocultures confirmed potent inhibitors. Lead peptide FJ15596 blocked PD-1/PD-L1 binding with an IC

Indexed as

cancerimmunotherapymolecular dockingPD-L1peptidesvirtual screening

Identifiers

PMID42621439
PMCPMC13488108

What OpenQuestion holds

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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.