Evidence map›Paper›PMID 41251395›Full record

ArticleProtein science : a publication of the Protein Society2025

Selection of short Gadd45β-binding peptides through a synergistic computational and biophysical approach.

Samuele Di Cristofano, Emanuela Iaccarino, Andrea Caporale, Daniela Verzella, Lucia Falcigno, Gabriella D'Auria, Rosita Russo, Camilla Rega, Angela Chambery, Angela Oliver and 8 more

Abstract read
In one paragraph

Article in Protein science : a publication of the Protein Society, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

18 authors.

Samuele Di CristofanoDepartment of Molecular Medicine, Laboratory Affiliated to Istituto Pasteur Italia-Fondazione Cenci Bolognetti, Sapienza University of Rome, Rome, Italy.ORCID 0000-0002-9618-9391
Emanuela IaccarinoInstitute of Biostructures and Bioimaging (IBB), National Research Council (CNR), Naples, Italy.ORCID 0000-0002-9073-0204
Andrea CaporaleInstitute of Crystallography (IC), National Research Council (CNR), Trieste, Italy.ORCID 0000-0002-8153-3022
Daniela VerzellaDepartment of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy.ORCID 0000-0003-0492-5097
Lucia FalcignoDepartment of Pharmacy, University Federico II of Naples, Naples, Italy.ORCID 0000-0002-3758-2716
Gabriella D'AuriaDepartment of Pharmacy, University Federico II of Naples, Naples, Italy.ORCID 0000-0002-1340-8545
Rosita RussoDepartment of Environmental, Biological and Pharmaceutical Science and Technology, University of Campania "Luigi Vanvitelli", Caserta, Italy.ORCID 0000-0002-2235-6302
Camilla RegaDepartment of Environmental, Biological and Pharmaceutical Science and Technology, University of Campania "Luigi Vanvitelli", Caserta, Italy.ORCID 0009-0005-4794-6551
Angela ChamberyDepartment of Environmental, Biological and Pharmaceutical Science and Technology, University of Campania "Luigi Vanvitelli", Caserta, Italy.ORCID 0000-0002-5136-0941
Angela OliverInstitute of Biostructures and Bioimaging (IBB), National Research Council (CNR), Naples, Italy.ORCID 0009-0004-4557-9922
Giovannina BariscianoInstitute of Biostructures and Bioimaging (IBB), National Research Council (CNR), Naples, Italy.ORCID 0000-0002-1552-7839
Simon CrossMolecular Discovery, Kinetic Business Centre, Borehamwood, UK.ORCID 0000-0001-8741-8503
Gabriele CrucianiDepartment of Chemistry, Biology and Biotechnology, University of Perugia, Perugia, Italy.ORCID 0000-0002-4162-8692
Daria CapeceDepartment of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy.ORCID 0000-0003-3126-2014
Francesca ZazzeroniDepartment of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy.ORCID 0000-0002-4474-3274
Menotti RuvoInstitute of Biostructures and Bioimaging (IBB), National Research Council (CNR), Naples, Italy.ORCID 0000-0001-5997-756X
Annamaria SandomenicoInstitute of Biostructures and Bioimaging (IBB), National Research Council (CNR), Naples, Italy.ORCID 0000-0001-5255-3668
Domenico RaimondoDepartment of Molecular Medicine, Laboratory Affiliated to Istituto Pasteur Italia-Fondazione Cenci Bolognetti, Sapienza University of Rome, Rome, Italy.ORCID 0000-0002-1780-7295

Funding

Istituto Pasteur-Fondazione Cenci BolognettiMinistero della Salute PNRR-POC-2022-12376579;POC-2023-12377318;PNRR-TR1-2023-12377419Ministero dell'Università e della Ricerca PRIN2022PNRR,codeP2022FEWBL;PRINgrantcode2017WLKYAMSapienza Università di Roma RG12419112EC68CB
6 · The paper itself

Abstract

In this study, we explored the design of linear D-tripeptides tailored to bind specific cavities of Gadd45β, chosen as a model protein target. To identify peptides that selectively interact with predicted binding sites, we combined computational modeling with biophysical experiments. Gadd45β was selected since it has emerged as a promising therapeutic target involved in multiple disease pathways, including cancer and inflammation. Computational analysis was first employed to characterize the structural features and potential binding sites of Gadd45β. Guided by these insights, linear D-tripeptides were designed and optimized for specific interactions with the target surface. The resulting candidates were subsequently assessed through a series of biophysical assays to evaluate their binding affinity, selectivity, and potential therapeutic activity. Complementary computational simulations were employed to gain atomistic insight into the dynamics of peptide-protein recognition. This integrated computational-experimental strategy led to the identification of two D-tripeptides, RYR and VWR, that bind Gadd45β at a biologically relevant site, illustrating a general framework for early-stage peptide ligand discovery.

Indexed as

Intracellular Signaling Peptides and ProteinsPeptidesAntigens, DifferentiationBinding SitesGADD45 ProteinsHumansMolecular Dynamics SimulationProtein BindingAntigens, DifferentiationGADD45B protein, humanGADD45 ProteinsIntracellular Signaling Peptides and ProteinsPeptidesbinding affinitycomputational modelingD‐tripeptidesGadd45βmolecular dynamics simulationsprotein–peptide interactionsaturation transfer difference nuclear magnetic resonance (STD‐NMR)therapeutic target

Identifiers

PMID41251395
PMCPMC12624759

What OpenQuestion holds

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Registered trials

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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.