Evidence map›Paper›PMID 41754887›Full record

ReviewPharmaceutics2026

Navigating the Challenges of Metallopharmaceutical Agents: Strategies and Predictive Modeling for Skin Cancer Therapy.

Fernanda van Petten Vasconcelos Azevedo, Ana Lúcia Tasca Gois Ruiz, Diego Samuel Rodrigues, Douglas Hideki Nakahata, Raphael Enoque Ferraz de Paiva, Daniele Ribeiro de Araujo, Ana Carola de La Via, Wendel Andrade Alves, Michelle Barreto Requena, Cristina Kurachi and 7 more

Abstract readReview
In one paragraph

Review in Pharmaceutics, 2026. 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

17 authors.

Fernanda van Petten Vasconcelos AzevedoSchool of Medical Sciences, University of Campinas (UNICAMP), Campinas 13083-894, SP, Brazil.ORCID 0000-0002-4632-7813
Ana Lúcia Tasca Gois RuizSchool of Pharmaceutical Sciences, University of Campinas (UNICAMP), Campinas 13083-871, SP, Brazil.ORCID 0000-0002-0844-8702
Diego Samuel RodriguesSchool of Technology, University of Campinas (UNICAMP), Limeira 13484-332, SP, Brazil.ORCID 0000-0002-0016-1715
Douglas Hideki NakahataDonostia International Physics Center-DIPC, 20018 Donostia, Gipuzkoa, Spain.
Raphael Enoque Ferraz de PaivaDonostia International Physics Center-DIPC, 20018 Donostia, Gipuzkoa, Spain.
Daniele Ribeiro de AraujoDepartment of Biophysics, Paulista Medical School, Federal University of São Paulo (UNIFESP), São Paulo 04023-062, SP, Brazil.ORCID 0000-0002-9289-4229
Ana Carola de La ViaCenter for Natural and Human Sciences, Federal University of ABC (UFABC), Santo André 09210-580, SP, Brazil.ORCID 0009-0009-3301-6213
Wendel Andrade AlvesCenter for Natural and Human Sciences, Federal University of ABC (UFABC), Santo André 09210-580, SP, Brazil.ORCID 0000-0002-8394-2751
Michelle Barreto RequenaInstitute of Physics of São Carlos (IFSC), University of São Paulo (USP), São Carlos 13566-590, SP, Brazil.ORCID 0000-0002-8690-3053
Cristina KurachiInstitute of Physics of São Carlos (IFSC), University of São Paulo (USP), São Carlos 13566-590, SP, Brazil.
Mirian Denise StringasciInstitute of Physics of São Carlos (IFSC), University of São Paulo (USP), São Carlos 13566-590, SP, Brazil.ORCID 0000-0002-5197-9162
José Dirceu Vollet-FilhoInstitute of Physics of São Carlos (IFSC), University of São Paulo (USP), São Carlos 13566-590, SP, Brazil.
Wilton Rogério LustriInstitute of Biosciences, University of Araraquara (UNIARA), Araraquara 14801-340, SP, Brazil.
Vanderlei Salvador BagnatoInstitute of Physics of São Carlos (IFSC), University of São Paulo (USP), São Carlos 13566-590, SP, Brazil.ORCID 0000-0003-4833-239X
Camilla AbbehausenInstitute of Chemistry, University of Campinas (UNICAMP), Campinas 13083-862, SP, Brazil.ORCID 0000-0002-8410-2252
Pedro Paulo CorbiInstitute of Chemistry, University of Campinas (UNICAMP), Campinas 13083-862, SP, Brazil.
Carmen Silvia Passos LimaSchool of Medical Sciences, University of Campinas (UNICAMP), Campinas 13083-894, SP, Brazil.ORCID 0000-0002-1314-2345

Funding

European Regional Development Fund (ERDF/EU). RYC2023-045002-Ifunding from "la Caixa" Foundation ID 100010434National Council for Scientific and Technological Development (CNPq) grant #304661/2024-4)postdoctoral fellowship support from PPD-UNICAMP grant #325141Research Productivity of CNPq Grants # 302922/2025-3 (Lima CSP), and #307549/2022-4 (Ruiz ALTG)São Paulo Research Foundation (FAPESP- Cancer Theranostics Innovation Center, CancerThera - CEPID) grant #2021/10265-8Spanish Ministerio de Ciencia, Innovación y Universidades and the Agencia Estatal de Investigación (MICIU/AEI/10.13039/501100011033 PID2023-153367OA-I00
6 · The paper itself

Abstract

Skin cancer (SC) is the most prevalent malignancy worldwide, with subtypes varying in aggressiveness: basal cell carcinoma tends to be locally invasive, squamous cell carcinoma has a higher metastatic risk, and melanoma remains the deadliest form. Current treatments such as surgery, radiotherapy, and systemic chemotherapy are associated with aesthetic and functional morbidity, recurrence, and/or systemic toxicity. Although targeted therapies and immunotherapies offer clinical benefits, their high cost and limited accessibility underscore the need for innovative, affordable alternatives. Metal-based compounds (metallopharmaceuticals) are promising anticancer agents due to their ability to induce oxidative stress, modulate redox pathways, and interact with DNA. However, clinical translation has been limited by poor aqueous solubility, rapid degradation, and low skin permeability. This review discusses the most recent preclinical findings on gold, silver, platinum, palladium, ruthenium, vanadium, and copper complexes, mainly in topical and systemic treatments of SC. Advances in chemical and physical enhancers, such as hydrogels and microneedles, and in drug delivery systems, including bacterial nanocellulose membranes and nanoparticles, as well as liposomes and micelles, for enhancing skin permeation and protecting the integrity of metal complexes are also discussed. Additionally, we examine the contribution of photodynamic therapy to SC treatment and the use of mathematical and computational modeling to simulate skin drug transport, predict biodistribution, and support rational nanocarrier design. Altogether, these strategies aim to bridge the gap between physicochemical innovation and clinical applicability, paving the way for more selective, stable, and cost-effective SC treatments.

Indexed as

chemical enhancersliposomesmetallopharmaceuticalsmicellesmicroneedlesnanocarriersskin cancersystemic mathematical modelingsystemic treatmenttopical treatment

Identifiers

PMID41754887
PMCPMC12943739

What OpenQuestion holds

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LicenceCC BY
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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.