ReviewTranslational stroke research2026
Advances in the Genetics and Molecular Biology of Brain Arteriovenous Malformations.
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.
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.
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.
Who cites it
1 citing paper in PubMed.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors.
Funding
No grant is acknowledged in the PubMed record.
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.
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What Socratic holds
Registered trials
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.