ArticleNature communications2026
A proteogenomic atlas of 1032 brain metastases identifies molecular subtypes, immune landscapes, and therapeutic vulnerabilities.
Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 3 papers.
What it found
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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
3 citing papers in PubMed.
- CSNK2B Expression Aligns with a GDF15-Associated Immune Molecular State in Hepatocellular Carcinoma.Biomedicines · 2026Article
- Patient-derived resources for decoding and targeting brain metastases ecosystems.EMBO molecular medicine · 2026Review
- Adenosine Pathway Activation Defines Genetically Linked Immunosuppressive Subtypes in Solid Tumor Brain Metastases.Cancers · 2026Article
Corrections and comments
- Erratum issued
Authors and funding
21 authors.
Funding
Abstract
The molecular heterogeneity of brain metastases hampers therapeutic development for cures. To address this unmet and urgent need, we construct a comprehensive multi-omic, single cell, and spatially resolved atlas of 1,032 pan-cancer brain metastases, identifying four robust molecular subtypes with distinct biological programs and clinical associations. These brain metastases subtypes (BrMS) are defined by unique biological states: neural-like (BrMS1), metabolic (BrMS3), highly proliferative/immune-excluded (BrMS4), and an immune-infiltrated (BrMS2) state featuring a coordinated epithelial-mesenchymal transition program. Patient-derived organoids coupled with targeted drug screening indicate subtype-specific molecular dependencies and putative targets, notably mTOR signaling activation in BrMS3 and CDK4/6 axis activation in BrMS4, while BrMS1 and BrMS2 display distinct radiobiologic and immunologic signatures. This atlas provides a rigorous classification framework of BrMs and offers insights into subtype-specific molecular vulnerabilities.
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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 OpenQuestion graph.