Evidence map›Paper›PMID 42794827›Full record

ArticleInternational journal of molecular sciences2026

Anisotropic Gold Nanoconjugates Bearing Immunoinformatically Designed T-Cell Epitope-Containing Peptides: Comparative Evaluation in THP-1 and Human Primary Macrophages.

Braulio Contreras-Trigo, Enrique Guzmán-Gutiérrez, Eduardo Zúñiga, Fabián Sáez-Ahumada, Víctor Fica-León, Simón Guerrero, Dariela Núñez, Andrea Sánchez, Carmen Molina-Paris, Bostjan Kobe and 2 more

Abstract readComparative Study
In one paragraph

Article in International journal of molecular sciences, 2026. 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

12 authors.

Braulio Contreras-TrigoFacultad de Ingeniería, Universidad San Sebastián, Concepción 4081339, Chile.ORCID 0000-0003-2676-2866
Enrique Guzmán-GutiérrezDepartamento de Bioquímica Clínica e Inmunología, Facultad de Farmacia, Universidad de Concepción, Concepción 4070386, Chile.
Eduardo ZúñigaFacultad de Ciencias Químicas y Farmacéuticas, Universidad de Chile, Santiago 380492, Chile.ORCID 0000-0001-7274-6213
Fabián Sáez-AhumadaDepartamento de Bioquímica Clínica e Inmunología, Facultad de Farmacia, Universidad de Concepción, Concepción 4070386, Chile.ORCID 0009-0002-4210-8311
Víctor Fica-LeónFacultad de Ingeniería, Universidad San Sebastián, Concepción 4081339, Chile.ORCID 0009-0005-0438-2987
Simón GuerreroFacultad de Ciencias Químicas y Farmacéuticas, Universidad de Chile, Santiago 380492, Chile.ORCID 0000-0002-3003-0337
Dariela NúñezDepartamento de Química Ambiental, Facultad de Ciencias, Universidad Católica de la Santísima Concepción, Concepción 4030000, Chile.ORCID 0000-0002-2068-7669
Andrea SánchezDepartamento de Bioquímica Clínica e Inmunología, Facultad de Farmacia, Universidad de Concepción, Concepción 4070386, Chile.
Carmen Molina-ParisTheoretical Biology and Biophysics Group, Los Alamos National Laboratory, Los Alamos, NM 87545, USA.ORCID 0000-0001-9828-6737
Bostjan KobeSchool of Chemistry and Molecular Biosciences, Institute for Molecular Bioscience, Australian Infectious Diseases Research Centre, The University of Queensland, Brisbane, QLD 4072, Australia.ORCID 0000-0001-9413-9166
Víctor Díaz-GarcíaFacultad de Ingeniería, Universidad San Sebastián, Concepción 4081339, Chile.ORCID 0000-0002-2343-4712
Patricio OyarzúnFacultad de Ingeniería, Universidad San Sebastián, Concepción 4081339, Chile.ORCID 0000-0001-7305-1632

Funding

ANID FOVI 250073Australian Research Council Fellowship FL180100109National Agency for Research and Development Fondecyt Regular grant 1221434National Health and Medical Research Council Investigator grant 2025931
6 · The paper itself

Abstract

Gold nanoparticles (AuNPs) are promising peptide carriers whose size and anisotropic morphology may influence their interactions with antigen-presenting cells. However, current knowledge of the morphology-dependent effects of AuNPs and the role of peptide design in human macrophage responses remains incomplete. Furthermore, most studies have been performed in THP-1-derived macrophages as the main in vitro macrophage-like model, despite human primary macrophages (HPMs) providing a more physiologically representative system. Anisotropic AuNPs with two morphologies, nanorods (AuNRs) and nanostars (AuNSs), each synthesized in two sizes, were characterized and conjugated to three influenza M2 T-cell-epitope constructs containing CD4+ (P1) and CD8+ T-cell epitopes (P2), individually, and both combined in a single multiepitope construct (P3), optimized for intracellular processing using a novel bioinformatics tool coupled to Predivac 3.0. THP-1-derived macrophages and HPMs were exposed to these nanoconjugates at a fixed particle number concentration of 10 pM for 24 h and assessed for mitochondrial activity, cell death, reactive oxygen species, endolysosomal acidification, proteasome activity, and cathepsin B activity. The identity of the nanoparticle carrier, defined by its geometry together with its specific surface chemistry, rather than the type of conjugated peptide, dominated the cellular response. AuNRs, particularly long rods, reduced mitochondrial activity, increased cell death, and enhanced bulk 20S proteasome activity in both models, even though at equal particle number they delivered 21- to 53-fold less gold mass and 6- to 12-fold less geometric surface area than AuNSs. The stimulatory effect induced by AuNRs-P1 and AuNRs-P2 on the proteasomal system may be associated with their specific peptide design features. By contrast, AuNSs preserved viability, maintained low oxidative stress, and produced strong acidification signals consistent with efficient trafficking to endolysosomal compartments; P2 and P3 conjugation further improved cytocompatibility and increased cathepsin B activity. HPMs were consistently more tolerant than THP-1 macrophages. The morphology-surface chemistry identity of the AuNP carrier is a key determinant of macrophage compatibility and of the relative engagement of the two degradative compartments assayed here. Functionalized AuNSs, especially P2- and P3-nanoconjugates, showed the best balance among biocompatibility, endolysosomal trafficking, and cathepsin B engagement. The proposed correspondence with MHC class I versus class II antigen-processing routes is a mechanistically informed hypothesis that remains to be further validated experimentally.

Indexed as

Epitopes, T-LymphocyteGoldMacrophagesMetal NanoparticlesNanoconjugatesPeptidesCathepsin BHumansReactive Oxygen SpeciesTHP-1 CellsCathepsin BEpitopes, T-LymphocyteGoldNanoconjugatesPeptidesReactive Oxygen Speciesantigen processingcytotoxicitygold nanoparticlesmacrophagesnanorodsnanostarspeptide nanovaccineprimary human macrophagesT-cell epitopeTHP-1

Identifiers

PMID42794827
PMCPMC13607154

What OpenQuestion holds

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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.