A proteogenomic atlas of 1032 brain metastases identifies molecular subtypes, immune landscapes, and therapeutic

Zhenyu Yang1, Shiyou Wei1, Hao Duan2

  • 1Department of Thoracic Surgery, Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, China.

Nature Communications
|January 26, 2026
PubMed

Insights

Researchers created a molecular atlas of brain metastases, revealing four distinct subtypes (BrMS). This classification identifies subtype-specific vulnerabilities and potential therapeutic targets for brain cancer treatment.

Area of Science:

  • Oncology
  • Molecular Biology
  • Genomics

Background:

  • Brain metastases exhibit significant molecular heterogeneity, complicating effective therapeutic strategies.
  • A comprehensive understanding of brain metastases subtypes is crucial for advancing treatment development.

Purpose of the Study:

  • To construct a multi-omic, single-cell, and spatially resolved atlas of 1,032 pan-cancer brain metastases.
  • To identify and characterize distinct molecular subtypes of brain metastases.
  • To uncover subtype-specific vulnerabilities and potential therapeutic targets.

Main Methods:

  • Generation of a comprehensive atlas using multi-omic, single-cell, and spatial resolution techniques.
  • Analysis of 1,032 pan-cancer brain metastases samples.
  • Utilized patient-derived organoids and targeted drug screening.

Main Results:

  • Identified four robust molecular subtypes of brain metastases (BrMS): neural-like (BrMS1), immune-infiltrated (BrMS2), metabolic (BrMS3), and proliferative/immune-excluded (BrMS4).
  • BrMS2 exhibits a coordinated epithelial-mesenchymal transition program.
  • Subtype-specific dependencies identified, including mTOR signaling in BrMS3 and CDK4/6 axis in BrMS4.

Conclusions:

  • The developed atlas provides a rigorous classification framework for brain metastases.
  • Distinct biological programs and clinical associations characterize the identified BrMS subtypes.
  • Insights into subtype-specific vulnerabilities offer potential avenues for targeted therapies.

Related Concept Videos

What is the Immune System?01:38

What is the Immune System?

Overview
127.5K
Adrenergic Receptors: ɑ Subtype01:31

Adrenergic Receptors: ɑ Subtype

Adrenoceptors are classified into α and ꞵ classes based on their potencies to catecholamine agonists. α-adrenoceptors show the following order of catecholamine potency:
Adrenaline ≥ Noradrenaline >> Isoprenaline
α-adrenoceptors are further divided into α1 and α2-adrenoceptors.
α1-Adrenoceptors: These receptors are located postsynaptically on the effector organs and cause constriction of smooth muscle mediated by activation of phospholipase...
2.9K
Adrenergic Receptors: β Subtype01:26

Adrenergic Receptors: β Subtype

β-adrenoceptors have varied sensitivities towards adrenaline, noradrenaline, and isoprenaline. The order of agonist potency is as follows:
Isoprenaline > Adrenaline > Noradrenaline
Neurotransmitter binding to these receptors causes activation of adenylyl cyclase resulting in increased concentrations of cAMP and modulation of calcium ion channels within the cell. They are further classified into β1, β2, and β3 subtypes.
β1-adrenoceptors: β1-adrenoceptors...
3.7K
Diabetes Mellitus: Overview and Type I Subtype01:22

Diabetes Mellitus: Overview and Type I Subtype

Diabetes mellitus is a chronic metabolic disorder characterized by high blood glucose levels due to inadequate insulin production, insulin resistance, or both. The condition affects millions worldwide and can significantly impact their health and quality of life.
Type 1 diabetes is an autoimmune disease in which the immune system mistakenly attacks and destroys the insulin-producing beta cells in the pancreas. As a result, the body is unable to produce sufficient insulin, and individuals with...
5.2K
Therapeutic Index01:13

Therapeutic Index

The therapeutic index of a drug is a key parameter in pharmacology that quantifies the relative safety of a drug by calculating the ratio between the dose that causes toxicity in half the population (50%) to the dose that proves to be effective for half the population (50%). It provides a spectrum of doses for a particular drug ranging from effective to potentially toxic. To illustrate, consider an anticoagulant agent like warfarin. It possesses a narrow window within its therapeutic index to...
6.7K
Molecular Models02:00

Molecular Models

Physical models representing molecular architectures of chemical compounds play essential roles in understanding chemistry. The use of molecular models makes it easier to visualize the structures and shapes of atoms and molecules.
43.7K