Evidence map›Paper›PMID 41999461›Full record

ReviewTranslational stroke research2026

Advances in the Genetics and Molecular Biology of Brain Arteriovenous Malformations.

Takahiro Tsuchiya, Satoru Miyawaki, Hideaki Ono, Hiroki Hongo, Shotaro Ogawa, Yu Sakai, Yudai Hirano, Daisuke Sato, So Hirata, Satoshi Koizumi and 1 more

Abstract readReview
In one paragraph

Review in Translational stroke research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

11 authors.

Takahiro TsuchiyaDepartment of Neurosurgery, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan.
Satoru MiyawakiDepartment of Neurosurgery, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan. smiya-nsu@m.u-tokyo.ac.jp.ORCID http://orcid.org/0000-0001-6369-3391
Hideaki OnoDepartment of Neurosurgery, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan.
Hiroki HongoDepartment of Neurosurgery, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan.
Shotaro OgawaDepartment of Neurosurgery, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan.
Yu SakaiDepartment of Neurosurgery, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan.
Yudai HiranoDepartment of Neurosurgery, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan.
Daisuke SatoDepartment of Neurosurgery, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan.
So HirataDepartment of Neurosurgery, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan.
Satoshi KoizumiDepartment of Neurosurgery, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan.
Nobuhito SaitoDepartment of Neurosurgery, Faculty of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Brain arteriovenous malformations (bAVMs) are high-flow vascular lesions characterized by direct arteriovenous shunting without an intervening capillary bed. The identification of somatic KRAS and BRAF mutations in sporadic bAVM endothelial cells (ECs) has fundamentally reshaped current understanding of bAVM biology, indicating that activation of the RAS/MAPK pathway drives aberrant angiogenic programs. In parallel, advances in genomic technologies have led to recognition of bAVMs as dynamic lesions that undergo ongoing vascular remodeling. Comprehensive transcriptomic profiling, including single-cell RNA sequencing, has uncovered distinctive molecular signatures in bAVM ECs, including heightened angiogenic and inflammatory signaling, endothelial-to-mesenchymal transition–like features, and loss of normal arteriovenous identity. Furthermore, animal models with EC-specific expression of mutant KRAS or BRAF exhibit bAVM-like lesions, which support the hypothesis that hyperactivation of the RAS/MAPK pathway is a key driver of lesion formation. These insights have accelerated the development of mechanism-based therapeutic strategies, and MEK and BRAF inhibitors targeting the RAS/MAPK pathway have shown promising results in preclinical studies. However, clinical translation remains challenging because of low variant allele frequencies and limited access to lesional tissue for genetic testing. Future approaches combining minimally invasive sampling methods, such as endovascular biopsy and peripheral blood cell-free DNA analysis, with ultra-sensitive detection technologies are expected to help overcome these limitations. Taken together, accumulating genetic evidence and a growing understanding of the inflammatory and immune microenvironment provide an important foundation not only for a deeper understanding of bAVM pathobiology but also for the development of future targeted therapies.

Indexed as

Intracranial Arteriovenous MalformationsAnimalsHumansMolecular BiologyMutationProto-Oncogene Proteins B-rafProto-Oncogene Proteins B-rafBrain arteriovenous malformation (bAVM)Endothelial-to‐mesenchymal transition (EndMT)RAS/MAPK pathwaySomatic mutationsTherapeutic targets

Identifiers

PMID41999461
PMCPMC13091888

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.