Evidence map›Paper›PMID 41959132›Full record

ArticlebioRxiv : the preprint server for biology2026

Meta-analysis of the melanoma miRNome identifies consensus signatures of progression and prognosis regulating metabolic plasticity and stress resistance.

Borja Gómez-Cabañes, Helena Gómez-Martínez, Cristina Galiana-Roselló, Zoraida Andreu, Adolfo López, Nicole M Eskow, José A López-Guerrero, Marta R Hidalgo, Eva Hernando, Francisco García-García

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 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

10 authors.

Borja Gómez-CabañesComputational Biomedicine Laboratory, Principe Felipe Research Centre (CIPF), Valencia, Spain.ORCID 0000-0002-1126-5667
Helena Gómez-MartínezComputational Biomedicine Laboratory, Principe Felipe Research Centre (CIPF), Valencia, Spain.ORCID 0000-0001-8714-5197
Cristina Galiana-RosellóComputational Biomedicine Laboratory, Principe Felipe Research Centre (CIPF), Valencia, Spain.ORCID 0000-0003-1365-1323
Zoraida AndreuLaboratory of Molecular Biology, Foundation of the Valencian Institute of Oncology, Valencia, 46009, Spain.ORCID 0000-0002-7407-4825
Adolfo LópezComputational Biomedicine Laboratory, Principe Felipe Research Centre (CIPF), Valencia, Spain.ORCID 0000-0001-9704-1877
Nicole M EskowDepartment of Pathology, New York University Grossman School of Medicine, New York, US.ORCID 0000-0003-1048-4769
José A López-GuerreroLaboratory of Molecular Biology, Foundation of the Valencian Institute of Oncology, Valencia, 46009, Spain.ORCID 0000-0002-7369-8388
Marta R HidalgoArea of Applied Mathematics, Department of Applied Mathematics, Universidad de Valencia;Valencia, 46010, Spain.ORCID 0000-0002-5801-7804
Eva HernandoDepartment of Pathology, New York University Grossman School of Medicine, New York, US.ORCID 0000-0003-1023-0312
Francisco García-GarcíaComputational Biomedicine Laboratory, Principe Felipe Research Centre (CIPF), Valencia, Spain.ORCID 0000-0001-8354-5636

Funding

Project 4P50CA225450 · NCI · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI OSMAN, IMAN · 2019 to 2025
$12.5M
Project 3: The Evolving Role of Regional Lymph Nodes in Melanoma ProgressionU54CA263001 · NCI · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Eva Hernando · 2022 to 2026
$11.6M
Defining epigenetic regulators of tumor heterogeneity and metastasis in melanomaR01CA274100 · NCI · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Eva Hernando, Markus Schober · 2022 to 2026
$2.5M
Targeting amyloid beta for myeloid reprogramming in brain metastasisF30CA288047 · NCI · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Nicole Marie Eskow · 2024 to 2026
$164k
NCI NIH HHS F30 CA288047NCI NIH HHS P50 CA225450NCI NIH HHS R01 CA274100NCI NIH HHS U54 CA263001
6 · The paper itself

Abstract

Melanoma incidence is rising, and accurate risk stratification remains challenging because of the molecular heterogeneity underlying disease progression. Specifically, the transition from benign nevi to malignant melanoma and the acquisition of the aggressive ulcerated phenotype represent critical barriers in clinical management that require novel biomarkers. In addition, there is a critical need for novel biomarkers to identify patients with primary melanoma who, despite complete surgical resection, remain at high risk of recurrence and would benefit from adjuvant therapy. We applied an integrative systems biology approach to decipher the miRNA-dependent regulatory architecture of melanoma. Following PRISMA guidelines, we conducted a robust meta-analysis of six independent transcriptomic studies, overcoming inter-study heterogeneity. This was coupled with network inference algorithms to construct validated miRNA-mRNA interactomes and identify dynamic functional modules. In the diagnostic scenario, we identified a consensus signature of 24 miRNAs. Network topology analysis revealed hsa-miR-142-5p as a master regulator that orchestrates the dismantling of the Oncogene-Induced Senescence (OIS) barriers by targeting CDK6, SIRT1, and TGFBR2. In the prognostic scenario (ulceration), we identified a specific "stress-adaptive" signature of 23 miRNAs. Notably, the upregulation of hsa-miR-223-3p emerged as a key driver of invasiveness by suppressing the motility-limiting tumor suppressor RHOB, while the concurrent loss of hsa-miR-200c and hsa-miR-489-3p may unleash Epithelial-Mesenchymal Transition (EMT) and EGFR-driven survival pathways. Our study supports a double-switch mechanism where specific miRNA alterations first drive senescence escape and subsequently promote survival in the hypoxic ulcerated niche. These signatures offer robust biomarkers for diagnosis and highlight the miR-142-5p/CDK6 and miR-223-3p/RHOB axes as potential therapeutic targets for precise intervention.

Indexed as

biomarkersdiagnosismelanomameta-analysismetabolic plasticitymicroRNAmiRNomeprogressionstress resistanceSystematic reviewtranscriptomics

Identifiers

PMID41959132
PMCPMC13060344

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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 OpenQuestion graph.