Evidence map›Paper›PMID 41461683›Full record

ArticleScientific reports2025

Genomic analysis unlocks the potential of denosumab as a targeted therapy for Crohn's disease.

Rio Pranata, Neneng Ratnasari, Putut Bayupurnama, Fahmi Indrarti, Nisma Aulia, Hegaria Rahmawati, Wirawan Adikusuma, Eko Mugiyanto, Lalu Muhammad Irham, Christian Gunarto and 6 more

Abstract read
In one paragraph

Article in Scientific reports, 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. Searching the druggable genome using large language models.Bioinformatics (Oxford, England) · 2026
    Article
  2. Searching the Druggable Genome using Large Language Models.bioRxiv : the preprint server for biology · 2026
    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.

Rio PranataDepartment of Internal Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, 55281, Indonesia.
Neneng RatnasariDepartment of Internal Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, 55281, Indonesia.
Putut BayupurnamaDepartment of Internal Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, 55281, Indonesia.
Fahmi IndrartiDepartment of Internal Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, 55281, Indonesia.
Nisma AuliaDepartment of Internal Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, 55281, Indonesia.
Hegaria RahmawatiIntegrated Laboratory Installation, PKU Muhammadiyah Hospital, Kebumen Regency, Central Java, Gombong, 54411, Indonesia.
Wirawan AdikusumaResearch Center for Computing, Research Organization for Electronics and Informatics, National Research and Innovation Agency (BRIN), Cibinong, 16911, Indonesia.
Eko MugiyantoDepartment of Pharmacy, Faculty of Health Science, University of Muhammadiyah Pekajangan Pekalongan, Pekalongan Regency, Central Java, 51172, Indonesia.
Lalu Muhammad IrhamFaculty of Pharmacy, Ahmad Dahlan University, Yogyakarta, 55281, Indonesia.
Christian GunartoClinical Pathology and Laboratory Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, 55281, Indonesia.
Salma Shabira AlyaClinical Pathology and Laboratory Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, 55281, Indonesia.
Vanessa Felicia HadiClinical Pathology and Laboratory Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, 55281, Indonesia.
Gisella Chika SentosaClinical Pathology and Laboratory Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, 55281, Indonesia.
Arum Tri WahyuningsihClinical Pathology and Laboratory Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, 55281, Indonesia.
Chiou-Feng LinDepartment of Microbiology and Immunology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.
Rahmat Dani SatriaClinical Pathology and Laboratory Medicine, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, 55281, Indonesia. rahmat.dani.s@ugm.ac.id.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Crohn's disease (CD) is a chronic, relapsing inflammatory disorder of the gastrointestinal tract with limited curative therapies. Genomic drug repurposing offers a rapid strategy to identify existing drugs that could be redirected to treat CD. We retrieved 1,333 CD-associated single-nucleotide polymorphisms from the GWAS Catalog and expanded these to 15,590 variants using linkage disequilibrium analysis in HaploReg. Fourteen layers of functional annotation prioritized 45 high-confidence risk genes. Drug-gene interactions were screened against DGIdb, and tissue expression patterns were assessed using GTEx bulk RNA-seq data. Cellular associations were explored via HuBMAP network analysis. Denosumab, an FDA-approved Receptor Activator of NF-κB Ligand (RANKL) inhibitor, exhibited the highest interaction score with TNFSF11 among prioritized genes. TNFSF11 expression peaked selectively in the terminal ileum-the primary site of CD pathology-while other risk genes showed broader. Network analysis linked TNFSF11 to mast cells in the ileal mucosa, suggesting that RANKL blockade could attenuate local inflammatory cascades. Integrating GWAS, functional genomics, and drug-gene interaction data highlights denosumab as a promising candidate for CD repurposing. Targeting TNFSF11 may enable focused anti-inflammatory effects in the ileum while minimizing systemic toxicity, warranting further preclinical and clinical evaluation.

Indexed as

Crohn DiseaseDenosumabDrug RepositioningGenome-Wide Association StudyGenomicsHumansLinkage DisequilibriumMolecular Targeted TherapyPolymorphism, Single NucleotideRANK LigandDenosumabRANK LigandTNFSF11 protein, humanBioinformaticsCrohn’s diseaseDenosumabDrug repositioningGWASTNFSF11

Identifiers

PMID41461683
PMCPMC12749831

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.