Evidence map›Paper›PMID 40841768›Full record

ArticleLeukemia2025

Unraveling the molecular landscape of Erdheim-Chester disease: new insights from methylome and transcriptome integration.

Miriam Cerván-Martín, Francesco Pegoraro, Javier Martínez-López, Inmaculada Rodriguez-Martin, Ana Márquez, Lourdes Ortiz-Fernández, Marialbert Acosta-Herrera, Martin Kerick, Eduardo Andrés-León, Francesco Catamerò and 6 more

Abstract read
In one paragraph

Article in Leukemia, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

16 authors.

Miriam Cerván-MartínInstitute of Parasitology and Biomedicine López-Neyra, Spanish National Research Council, Granada, Spain. miriam.cervan@ipb.csic.es.ORCID 0000-0001-6033-0587
Francesco PegoraroDepartment of Hematology and Oncology, Meyer Children's Hospital IRCCS, Florence, Italy.ORCID 0000-0002-4954-5744
Javier Martínez-LópezInstitute of Parasitology and Biomedicine López-Neyra, Spanish National Research Council, Granada, Spain.ORCID 0000-0003-0184-9543
Inmaculada Rodriguez-MartinInstitute of Parasitology and Biomedicine López-Neyra, Spanish National Research Council, Granada, Spain.ORCID 0000-0001-5413-1581
Ana MárquezInstitute of Parasitology and Biomedicine López-Neyra, Spanish National Research Council, Granada, Spain.
Lourdes Ortiz-FernándezInstitute of Parasitology and Biomedicine López-Neyra, Spanish National Research Council, Granada, Spain.
Marialbert Acosta-HerreraInstitute of Parasitology and Biomedicine López-Neyra, Spanish National Research Council, Granada, Spain.ORCID 0000-0002-9868-6535
Martin KerickInstitute of Parasitology and Biomedicine López-Neyra, Spanish National Research Council, Granada, Spain.ORCID 0000-0002-6298-4514
Eduardo Andrés-LeónInstitute of Parasitology and Biomedicine López-Neyra, Spanish National Research Council, Granada, Spain.ORCID 0000-0002-0621-9914
Francesco CatameròDepartment of Health Sciences, University of Florence, Florence, Italy.ORCID 0009-0001-5633-9025
Matthias PapoSorbonne Université, Assistance Publique-Hôpitaux de Paris, Service de Médecine Interne, Paris, France.
Fleur Cohen-AubartSorbonne Université, Assistance Publique-Hôpitaux de Paris, Service de Médecine Interne, Paris, France.
Zahir AmouraSorbonne Université, Assistance Publique-Hôpitaux de Paris, Service de Médecine Interne, Paris, France.
Julien HarocheSorbonne Université, Assistance Publique-Hôpitaux de Paris, Service de Médecine Interne, Paris, France.ORCID 0009-0003-9794-1316
Augusto Vaglio *Nephrology and Dialysis Unit, Meyer Children's Hospital IRCCS, Florence, Italy.ORCID 0000-0002-3814-9172
Javier Martín *Institute of Parasitology and Biomedicine López-Neyra, Spanish National Research Council, Granada, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Erdheim-Chester Disease (ECD) is a rare histiocytosis characterized by a wide spectrum of clinical manifestations. Although somatic mutations have been involved in ECD, its etiology remains poorly understood. This study aimed to identify novel molecular mechanisms involved in ECD through the first integrated methylome and transcriptome analysis. Peripheral blood samples were collected from 137 ECD patients and 410 controls. Genome-wide DNA methylation and transcriptome analyses were performed, followed by functional in silico studies using different online bioinformatics tools. Subsequently, methylome and transcriptome data were integrated, and a drug repurposing approach was undertaken. Our results revealed 2511 differentially methylated positions and 1484 differentially expressed genes associated with ECD. The integrative analysis identified 46 alterations in DNA methylation patterns that regulate the expression levels of 29 altered genes in ECD patients, highlighting key genes involved in immune response and tumorigenesis. Remarkably, our results identified B cells and NF-kB signaling pathway as novel contributors of ECD pathogenesis. Finally, the drug repurposing analysis identified potential therapeutic options for ECD patients. In conclusion, this study represents an important advance in understanding the molecular basis of ECD, proposing novel cell types and pathways involved in ECD pathogenesis and suggesting new avenues for clinical management.

Indexed as

DNA MethylationEpigenomeErdheim-Chester DiseaseTranscriptomeAdultAgedCase-Control StudiesFemaleGene Expression ProfilingHumansMaleMiddle Aged

Identifiers

PMID40841768
PMCPMC12589100

What OpenQuestion 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 OpenQuestion graph.