Evidence map›Paper›PMID 42402383›Full record

ArticleJournal of peptide science : an official publication of the European Peptide Society2026

Edge-Grafted Polyarginine Functionalization of Graphene Nanocarriers Maintains Noncovalent Aromatic Drug Loading.

Beatrice Scagnoli, Alessandro Semeraro, Kaiyue Hu, Alberto Ongaro, Agnese Pavan, Luigi Brambilla, Chiara Castiglioni, Maria Cristina De Rosa, Giuseppe Pappalardo, Giuseppina Sabatino and 1 more

Erratum issuedAbstract read
In one paragraph

Article in Journal of peptide science : an official publication of the European Peptide Society, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. 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. Erratum to "Edge-Grafted Polyarginine Functionalization of Graphene Nanocarriers Maintains Noncovalent Aromatic Drug Loading".Journal of peptide science : an official publication of the European Peptide Society · 2026
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors.

Beatrice ScagnoliIstituto di Scienze e Tecnologie Chimiche Giulio Natta (SCITEC)-CNR, Rome, Roma, Italy.
Alessandro SemeraroIstituto di Scienze e Tecnologie Chimiche Giulio Natta (SCITEC)-CNR, Rome, Roma, Italy.
Kaiyue HuDipartimento di Chimica, Materiali e Ingegneria Chimica Giulio Natta, Politecnico di Milano, Milan, Italy.
Alberto OngaroDipartimento di Scienze Chimiche, Università di Padova, Padova, Italy.
Agnese PavanDipartimento di Scienze Chimiche, Università di Padova, Padova, Italy.
Luigi BrambillaDipartimento di Chimica, Materiali e Ingegneria Chimica Giulio Natta, Politecnico di Milano, Milan, Italy.
Chiara CastiglioniDipartimento di Chimica, Materiali e Ingegneria Chimica Giulio Natta, Politecnico di Milano, Milan, Italy.
Maria Cristina De RosaIstituto di Scienze e Tecnologie Chimiche Giulio Natta (SCITEC)-CNR, Rome, Roma, Italy.
Giuseppe PappalardoCNR-Istituto di Cristallografia, Catania, Italy.
Giuseppina SabatinoCNR-Istituto di Cristallografia, Catania, Italy.
Michele MagginiDipartimento di Scienze Chimiche, Università di Padova, Padova, Italy.

Funding

Department of Chemical Sciences, University of Padova C93C22009260001
6 · The paper itself

Abstract

Covalent peptide grafting is widely used to improve the biological performance of nanocarriers, especially through cell-penetrating peptides (CPPs) that enhance cellular uptake. However, when drug loading relies on noncovalent interactions, peptide functionalization may interfere with surface adsorption processes. This concern is particularly relevant for graphene-based nanocarriers, where π-conjugated molecules bind via π-π interactions on the basal plane. Here, we present an orthogonal functionalization strategy in which peptide conjugation occurs selectively at the edges of graphene nanoparticles (B60), which bear carboxylic acid groups, while π-conjugated cargo is adsorbed on the basal plane. Poly-arginine-11 (R11) was covalently immobilized, preserving the aromatic surface for π-π interactions. Using 1-pyrenecarboxylic acid and compound 8, a π-conjugated NEK6 inhibitor, we show that R11 grafting does not affect loading capacity or thermally induced release. Spectroscopic and microscopic analyses confirm that the basal plane remains intact and accessible after functionalization. Molecular dynamics simulations indicate that peptide chains form a flexible, charged corona at the nanoparticle periphery without perturbing molecule-graphene interactions. Overall, edge-grafted R11 preserves π-π-mediated loading and supports the design of peptide-graphene hybrid systems for delivering poorly soluble aromatic bioactive compounds.

Indexed as

Drug CarriersGraphiteNanoparticlesPeptidesMolecular Dynamics SimulationDrug CarriersGraphitePeptidespolyargininecell penetrating peptidesdrug deliveryFT‐IR spectroscopygraphene nanoparticlesmolecular dynamics simulationsNEK6 inhibitorsUV–vis spectroscopy

Identifiers

PMID42402383
PMCPMC13333320

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.