Evidence map›Paper›PMID 41419864›Full record

ReviewJournal of nanobiotechnology2025

Melanoma treatment in the era of nanotechnology and precision medicine.

Anderson Fraga da Cruz, Francesco Colella, Giuliana Grasso, Valentina Onesto, Stefania Forciniti, Beatriz B Ortiz, Federica Carnevali, Anna Chiara Siciliano, Roberta Bove, Jacqueline Gonçalves Dos Santos and 5 more

Abstract readReview
In one paragraph

Review in Journal of nanobiotechnology, 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. Review
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

15 authors.

Anderson Fraga da Cruz *Laboratory of Inflammatory and Neoplastic Cells, Department of Cell Biology, Section of Biological Sciences, Universidade Federal do Parana, Curitiba, 81530-980, Brazil.ORCID http://orcid.org/0000-0001-6328-3827
Francesco Colella *Institute of Nanotechnology, National Research Council (Cnr-NANOTEC), c/o Campus Ecotekne, via Monteroni, Lecce, 73100, Italy.ORCID http://orcid.org/0000-0002-1495-1830
Giuliana GrassoInstitute of Nanotechnology, National Research Council (Cnr-NANOTEC), c/o Campus Ecotekne, via Monteroni, Lecce, 73100, Italy.ORCID http://orcid.org/0000-0002-8657-2928
Valentina OnestoInstitute of Nanotechnology, National Research Council (Cnr-NANOTEC), c/o Campus Ecotekne, via Monteroni, Lecce, 73100, Italy.ORCID http://orcid.org/0000-0002-2308-4126
Stefania ForcinitiInstitute of Nanotechnology, National Research Council (Cnr-NANOTEC), c/o Campus Ecotekne, via Monteroni, Lecce, 73100, Italy.ORCID http://orcid.org/0000-0001-6719-1591
Beatriz B OrtizLaboratory of Inflammatory and Neoplastic Cells, Department of Cell Biology, Section of Biological Sciences, Universidade Federal do Parana, Curitiba, 81530-980, Brazil.
Federica CarnevaliInstitute of Nanotechnology, National Research Council (Cnr-NANOTEC), c/o Campus Ecotekne, via Monteroni, Lecce, 73100, Italy.ORCID http://orcid.org/0000-0002-0435-7272
Anna Chiara SicilianoInstitute of Nanotechnology, National Research Council (Cnr-NANOTEC), c/o Campus Ecotekne, via Monteroni, Lecce, 73100, Italy.ORCID http://orcid.org/0009-0004-7636-4705
Roberta BoveInstitute of Nanotechnology, National Research Council (Cnr-NANOTEC), c/o Campus Ecotekne, via Monteroni, Lecce, 73100, Italy.ORCID http://orcid.org/0009-0008-9391-8481
Jacqueline Gonçalves Dos SantosLaboratory of Inflammatory and Neoplastic Cells, Department of Cell Biology, Section of Biological Sciences, Universidade Federal do Parana, Curitiba, 81530-980, Brazil.ORCID http://orcid.org/0000-0003-0709-7215
Helena IueleInstitute of Nanotechnology, National Research Council (Cnr-NANOTEC), c/o Campus Ecotekne, via Monteroni, Lecce, 73100, Italy.ORCID http://orcid.org/0000-0002-9188-0511
Emanuele C ZubLaboratory of Inflammatory and Neoplastic Cells, Department of Cell Biology, Section of Biological Sciences, Universidade Federal do Parana, Curitiba, 81530-980, Brazil.ORCID http://orcid.org/0009-0000-8143-828X
Giuseppe GigliTecnomed Puglia - Technopole for Precision Medicine, (Biotech Lecce Hub), 73100, c/o Ecotekne Campus, via Monteroni, Lecce, Italy.
Loretta L Del MercatoInstitute of Nanotechnology, National Research Council (Cnr-NANOTEC), c/o Campus Ecotekne, via Monteroni, Lecce, 73100, Italy. loretta.delmercato@cnr.it.ORCID http://orcid.org/0000-0001-9733-7088
Carolina Camargo de OliveiraLaboratory of Inflammatory and Neoplastic Cells, Department of Cell Biology, Section of Biological Sciences, Universidade Federal do Parana, Curitiba, 81530-980, Brazil. krokoli@ufpr.br.ORCID http://orcid.org/0000-0002-6129-2508

Funding

Associazione Italiana per la Ricerca contro il Cancro (AIRC) MFAG-2019, contract number 22902CAPES - Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (Finance code 001, in special the CAPES/PrInt 2598/2018 processes 88881.311846/2018-01, 88887.311846/2018-00, 88887.311851/2018-00) and 88887.371645/2019-00)EU within the PNC Italian Health Ministry PNRR-MR1-2022-12376725Italian Ministry of Research, under the complementary actions to the NRRP "Fit4MedRob - Fit for Medical Robotics" grant #PNC0000007PRIN 2022 funded by European Union - Next Generation 2022CRFNCP_PE11_PRIN2022PRIN 2022 unded by European Union - Next Generation EU, 2022CRFNCP_PE11_PRIN2022PSC 2014-2020, TRAIETTORIA 4, AZIONE 4.1- Cod. T4-AN-01Tecnopolo per la medicina di precisione" (TecnoMed Puglia) DGR n.2117 of 21/11/2018, CUP: B84I18000540002),
6 · The paper itself

Abstract

Imagine the future where melanoma, one of the most lethal types of skin cancer, is not a frightful diagnosis anymore but a challenge met with tailored precision medicine. Despite advances, its treatment remains hindered by the triple barrier of metabolic reprogramming, immune escape, and inefficient nano-delivery. This review explores the transformative intersection of nanotechnology methodologies and precision medicine, addressing the central question: how these barriers can be overcome to achieve durable and personalized responses? Beyond summarizing current progress, it introduces the Metabolism-Immune-Nano Collaborative (MIN-C) Framework as an integrated perspective, where molecular insights, patient-specific data, and innovative nanomaterials converge to redefine care. The analysis begins by dissecting melanoma genetic and molecular complexities as a systemic disease, revealing the interplay between driver mutations, immune escape mechanisms, and the many players of the tumor microenvironment. The discussion shifts to the pivotal role of nanotechnology as a powerful ally breaking delivery barriers, amplifying immune responses, and enabling real-time monitoring of disease progression. This article proposes using the TME metabolic reprograming as a starting point for the design of nanoimmunotherapy, rather than an endpoint, complemented by precision medicine guiding decisions through biomarkers and genomic profiling, ensuring that each intervention is as unique as the patient it serves.

Indexed as

MelanomaNanomedicineNanotechnologyPrecision MedicineSkin NeoplasmsAnimalsHumansImmunotherapyTumor MicroenvironmentBiomarkersDriver mutationsGenomic profilingImmune escape mechanismsReal-time monitoringTargeted drug deliveryTumor microenvironment

Identifiers

PMID41419864
PMCPMC12831371

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.