Evidence map›Paper›PMID 35024611›Full record

ReviewNeuro-oncology advances

Anatomical and topographical variations in the distribution of brain metastases based on primary cancer origin and molecular subtypes: a systematic review.

Tyler Cardinal, Dhiraj Pangal, Ben A Strickland, Paul Newton, Saeedeh Mahmoodifar, Jeremy Mason, David Craig, Thomas Simon, Ben Yi Tew, Min Yu and 8 more

Open access · goldAbstract readReview
In one paragraph

Review in Neuro-oncology advances. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed
2.3field-weighted citation impact, top 10% of its field
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

17 citing papers in PubMed, 24 citations in OpenAlex.

  1. Article
  2. An MRI Atlas of Regional Brain Vulnerability to Metastatic Disease.medRxiv : the preprint server for health sciences · 2026
    Article
  3. Review
  4. The Fronto-Temporal Cortex Has Increased Subcortical Connectivity In Utero and Plasticity in Adulthood.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026
    Article
  5. Article
  6. Article
  7. Ki-67 correlations in breast cancer.Journal of medicine and life · 2025
    Article
  8. Brain Metastases From Solid Cancers in 58 Dogs.Veterinary medicine and science · 2025
    Article
  9. Article
  10. Review
  11. Review
  12. Article
  13. Article
  14. Review
  15. Article
  16. Review
  17. 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

18 authors at 2 institutions in 1 country.

Tyler CardinalDepartment of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA.ORCID https://orcid.org/0000-0001-8277-6942
Dhiraj PangalDepartment of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA.
Ben A StricklandDepartment of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA.
Paul NewtonDepartment of Aerospace and Mechanical Engineering, Mathematics and The Ellison Institute for Transformative Medicine of USC, Los Angeles, California, USA.
Saeedeh MahmoodifarDepartment of Physics & Astronomy, University of Southern California, Los Angeles, California, USA.
Jeremy MasonDepartment of Urology, Keck School of Medicine of University of Southern California, Los Angeles, California, USA.
David CraigDepartment of Translational Genomics, Keck School of Medicine of University of Southern California, Los Angeles, California, USA.
Thomas SimonDepartment of Translational Genomics, Keck School of Medicine of University of Southern California, Los Angeles, California, USA.
Ben Yi TewDepartment of Translational Genomics, Keck School of Medicine of University of Southern California, Los Angeles, California, USA.
Min YuBroad Stem Cell Center, University of Southern California, Los Angeles, California, USA.
Wensha YangDepartment of Radiation Oncology, University of Southern California, Los Angeles, California, USA.
Eric ChangDepartment of Radiation Oncology, University of Southern California, Los Angeles, California, USA.
Ryan P CabeenUSC Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles, California, USA.
Jacob RuzevickDepartment of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA.
Arthur W TogaUSC Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles, California, USA.
Josh NemanDepartment of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA.
Bodour SalhiaDepartment of Translational Genomics, Keck School of Medicine of University of Southern California, Los Angeles, California, USA.
Gabriel ZadaDepartment of Neurosurgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA.ORCID https://orcid.org/0000-0001-5821-902X
University of Southern California · USLarry Ellison Foundation · US

Funding

TR&D3: Intrinsic Surface MappingP41EB015922 · NIBIB · UNIVERSITY OF SOUTHERN CALIFORNIA · PI VAN HORN, JOHN DARRELL · 2012 to 2022
$14.1M
NIBIB NIH HHS P41 EB015922
6 · The paper itself

Abstract

backgroundWhile it has been suspected that different primary cancers have varying predilections for metastasis in certain brain regions, recent advances in neuroimaging and spatial modeling analytics have facilitated further exploration into this field.

methodsA systematic electronic database search for studies analyzing the distribution of brain metastases (BMs) from any primary systematic cancer published between January 1990 and July 2020 was conducted using PRISMA guidelines.

resultsTwo authors independently reviewed 1957 abstracts, 46 of which underwent full-text analysis. A third author arbitrated both lists; 13 studies met inclusion/exclusion criteria. All were retrospective single- or multi-institution database reviews analyzing over 8227 BMs from 2599 patients with breast (8 studies), lung (7 studies), melanoma (5 studies), gastrointestinal (4 studies), renal (3 studies), and prostate (1 study) cancers. Breast, lung, and colorectal cancers tended to metastasize to more posterior/caudal topographic and vascular neuroanatomical regions, particularly the cerebellum, with notable differences based on subtype and receptor expression. HER-2-positive breast cancers were less likely to arise in the frontal lobes or subcortical region, while ER-positive and PR-positive breast metastases were less likely to arise in the occipital lobe or cerebellum. BM from lung adenocarcinoma tended to arise in the frontal lobes and squamous cell carcinoma in the cerebellum. Melanoma metastasized more to the frontal and temporal lobes.

conclusionThe observed topographical distribution of BM likely develops based on primary cancer type, molecular subtype, and genetic profile. Further studies analyzing this association and relationships to vascular distribution are merited to potentially improve patient treatment and outcomes.

Indexed as

brain metastasesdistributionmagnetic resonance imagingtopographical variations

Identifiers

PMID35024611
PMCPMC8739649
OpenAlexW3217093718

What OpenQuestion 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 OpenQuestion graph.