Evidence map›Paper›PMID 41752124›Full record

ArticleInternational journal of molecular sciences2026

Paired-Box (PAX) Gene Signatures as a Biomarker of Breast Cancer Progression.

Manuel Scimeca, Maria Paola Scioli, Valeria Palumbo, Lukas Funke, Jonathan Woodsmith, Francesca Servadei, Erica Giacobbi, Christian Seghetti, Oreste Claudio Buonomo, Eleonora Candi and 5 more

Abstract read
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

15 authors.

Manuel ScimecaDepartment of Experimental Medicine, TOR, University of Rome "Tor Vergata", 00133 Rome, Italy.ORCID 0000-0003-0585-1309
Maria Paola ScioliDepartment of Experimental Medicine, TOR, University of Rome "Tor Vergata", 00133 Rome, Italy.
Valeria PalumboDepartment of Experimental Medicine, TOR, University of Rome "Tor Vergata", 00133 Rome, Italy.
Lukas FunkeIndivumed GmbH, Falkenried, 20251 Hamburg, Germany.
Jonathan WoodsmithIndivumed GmbH, Falkenried, 20251 Hamburg, Germany.
Francesca ServadeiDepartment of Experimental Medicine, TOR, University of Rome "Tor Vergata", 00133 Rome, Italy.ORCID 0000-0003-2619-9153
Erica GiacobbiDepartment of Experimental Medicine, TOR, University of Rome "Tor Vergata", 00133 Rome, Italy.ORCID 0000-0002-2582-3527
Christian SeghettiDepartment of Experimental Medicine, TOR, University of Rome "Tor Vergata", 00133 Rome, Italy.ORCID 0009-0005-8673-2775
Oreste Claudio BuonomoBreast Unit Policlinico Tor Vergata, Department of Surgical Science, Tor Vergata University, Viale Oxford 81, 00133 Rome, Italy.
Eleonora CandiDepartment of Experimental Medicine, TOR, University of Rome "Tor Vergata", 00133 Rome, Italy.
Michele TregliaLaif (Laboratorio di Antropologia e Invecchiamento Forense), Sezione di Medicina Legale, Sicurezza Sociale e Tossicologia Forense, University of Tor Vergata, 00133 Rome, Italy.ORCID 0000-0002-9434-2604
Luigi Tonino MarsellaLaif (Laboratorio di Antropologia e Invecchiamento Forense), Sezione di Medicina Legale, Sicurezza Sociale e Tossicologia Forense, University of Tor Vergata, 00133 Rome, Italy.
Gerry MelinoDepartment of Experimental Medicine, TOR, University of Rome "Tor Vergata", 00133 Rome, Italy.ORCID 0000-0001-9428-5972
Alessandro MaurielloDepartment of Experimental Medicine, TOR, University of Rome "Tor Vergata", 00133 Rome, Italy.ORCID 0000-0002-7351-5676
Rita BonfiglioDepartment of Experimental Medicine, TOR, University of Rome "Tor Vergata", 00133 Rome, Italy.

Funding

Associazione Italiana per la Ricerca contro il Cancro (AIRC) IG 2022 ID 27366; 2023-2027; IG#31044; 2024-2029European Union NextGenerationEU PE00000019 Heal ItaliaItalian Minisitry of Health INNOVA; PNC-E3-2022-23683266"Ministero dell'Università e della Ricerca" PRIN2022 2022TXHFSARC/Fondazione Luigi Maria Monti IDI-IRCCS
6 · The paper itself

Abstract

Breast cancer is the leading cause of cancer-related death in women, and despite advances in preventive screening as well as in molecular classification, many patients still do not benefit from existing therapies, highlighting the importance of identifying new molecular determinants of treatment resistance. The Paired-box (PAX) family of developmental transcription factors are central regulators of tissue morphogenesis and lineage specification, yet their reactivation in tumors and contribution to breast cancer progression remain only partially defined. Here, a multi-level analysis integrating RNA sequencing and protein profiling in twenty-one primary breast carcinomas shows that distinct PAX members are directly correlated to distinct fundamental cancer hallmarks, including proliferation, cell death, epithelial-mesenchymal transition, immune evasion, and genomic instability. Specifically, PAX1 and PAX9 correlates with both cell death and proliferative markers, indicating dual roles in the regulation of cell fate. PAX1 and PAX9 correlate with both proliferative and apoptotic markers, indicating dual roles in cell fate regulation. PAX3, PAX5, and PAX8 are mainly associated with immune checkpoint expression, including PD-L1 and TIGIT, while PAX6 is linked to microsatellite instability and tumor mutational burden, implicating it in genomic dysregulation. Therefore, PAX-based molecular signatures identify that accurately predict lymph node metastasis at transcriptomic (PAX2-PAX7) levels. These findings establish PAX transcription factors as key modulators of breast cancer biology and support their potential as clinically relevant biomarkers for prognostic refinement and therapeutic stratification.

Indexed as

Biomarkers, TumorBreast NeoplasmsPaired Box Transcription FactorsTranscriptomeCell ProliferationDisease ProgressionEpithelial-Mesenchymal TransitionFemaleGene Expression Regulation, NeoplasticHumansPAX5 Transcription FactorPAX6 Transcription FactorPAX9 Transcription FactorBiomarkers, TumorPaired Box Transcription FactorsPAX1 transcription factorPAX5 protein, humanPAX5 Transcription FactorPAX6 protein, humanPAX6 Transcription FactorPAX9 protein, humanPAX9 Transcription Factorbreast cancercell deathEMTimmune-evasionPaired-Box (PAX)

Identifiers

PMID41752124
PMCPMC12941308

What Socratic holds

Textmetadata
LicenceCC BY
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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 Socratic graph.