Evidence map›Paper›PMID 42883687›Full record

ArticleInternational journal of molecular sciences2026

A Mechanistic Map of the Phenotypic Complexity in Recessive Dystrophic Epidermolysis Bullosa Provides Basis for Therapeutic Target Discovery and Drug Repurposing.

Sara Herráiz-Gil, Miriam Payá-Milans, María Del Carmen de Arriba, Lucía Martínez-Santamaría, Carlos Loucera, Nuria Illera, Marcela Del Río, Joaquín Dopazo, Carlos León, María José Escámez

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

10 authors.

Sara Herráiz-GilDepartamento de Bioingeniería, Universidad Carlos III de Madrid, ROR Code 03ths8210, Avenida de la Universidad, 30 (Edificio Sabatini), 28911 Leganés, Spain.ORCID 0000-0003-0682-5225
Miriam Payá-MilansCentro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER-ISCIII), 28029 Madrid, Spain.ORCID 0000-0002-7718-9011
María Del Carmen de ArribaDepartamento de Bioingeniería, Universidad Carlos III de Madrid, ROR Code 03ths8210, Avenida de la Universidad, 30 (Edificio Sabatini), 28911 Leganés, Spain.ORCID 0000-0001-8033-7444
Lucía Martínez-SantamaríaDepartamento de Bioingeniería, Universidad Carlos III de Madrid, ROR Code 03ths8210, Avenida de la Universidad, 30 (Edificio Sabatini), 28911 Leganés, Spain.ORCID 0000-0002-9637-2364
Carlos LouceraCentro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER-ISCIII), 28029 Madrid, Spain.ORCID 0000-0001-9598-6965
Nuria IlleraDepartamento de Bioingeniería, Universidad Carlos III de Madrid, ROR Code 03ths8210, Avenida de la Universidad, 30 (Edificio Sabatini), 28911 Leganés, Spain.ORCID 0000-0003-2409-5393
Marcela Del RíoDepartamento de Bioingeniería, Universidad Carlos III de Madrid, ROR Code 03ths8210, Avenida de la Universidad, 30 (Edificio Sabatini), 28911 Leganés, Spain.ORCID 0000-0003-2910-7189
Joaquín DopazoCentro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER-ISCIII), 28029 Madrid, Spain.ORCID 0000-0003-3318-120X
Carlos LeónDepartamento de Bioingeniería, Universidad Carlos III de Madrid, ROR Code 03ths8210, Avenida de la Universidad, 30 (Edificio Sabatini), 28911 Leganés, Spain.ORCID 0000-0001-8302-0995
María José EscámezDepartamento de Bioingeniería, Universidad Carlos III de Madrid, ROR Code 03ths8210, Avenida de la Universidad, 30 (Edificio Sabatini), 28911 Leganés, Spain.ORCID 0000-0002-5434-1885

Funding

Berritxuak Patients advocacy groupCIBERER ISCIII ACCI-2017-04DEBRA Austria, co-funded by DEBRA Sweden and EB-LOPPET León-1; UC3M 2022/00158/001DEBRA Spain Patients advocacy groupEuropean Regional Development fund "ERDF, a way of making Europe"Instituto de Salud Carlos III IC14-00363Instituto de Salud Carlos III ICI14-00327Instituto de Salud Carlos III PMP2400024Instituto de Salud Carlos III RD21/0001/0022Instituto de Salud Carlos III Spanish Network of Advanced Therapies, TERAV-ISCIIISpanish Ministry of Science and Innovation PID2020-119792RB-I00UC3M-PhD research training scholarship PIPF UC3M 01-2122
6 · The paper itself

Abstract

Recessive dystrophic epidermolysis bullosa (RDEB) is a genodermatosis caused by loss-of-function mutations in the COL7A1 gene, producing a complex and heterogeneous phenotype. Clinical manifestations include skin fragility, local and systemic inflammation, impaired wound healing, dysbiosis, pain, and pruritus, increasing the risk of skin cancer. This work aimed to develop an actionable model of RDEB's molecular mechanisms to identify and prioritize therapeutic targets for drug repurposing. Transcriptomic data of skin biopsies from pediatric RDEB patients and unaffected individuals were used to build the mechanistic map of the disease. This model, combined with machine learning, made it possible to infer actionable targets from the map circuits and identify candidate drugs capable of reversing the transcriptomic alterations. The resulting map is defined by 13 altered signaling circuits and 10 effector proteins which were linked to disease hallmarks including inflammation, fibrosis, and tumor progression. Analysis of the map identified 66 actionable targets with 74 drug candidates. Among them, overrepresentation analysis showed enrichment of phosphodiesterases and antineoplastic and immunomodulating agents. Finally, 16 drugs were prioritized for their potential to revert circuit alterations without potentiating unintended effects, with bendroflumethiazide and ibutilide showing the highest impact. This mechanistic model delivers the first functional disease map of RDEB and reveals promising therapeutic candidates targeted by approved drugs.

Indexed as

Drug DiscoveryDrug RepositioningEpidermolysis Bullosa DystrophicaCollagen Type VIIGene Expression ProfilingHumansMutationPhenotypeSkinTranscriptomeCOL7A1 protein, humanCollagen Type VIIdrug repurposingmachine learningmechanistic modelsrecessive dystrophic epidermolysis bullosa (RDEB)skin biopsiestranscriptomics data

Identifiers

PMID42883687
PMCPMC13665481

What OpenQuestion holds

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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.