Evidence map›Paper›PMID 36640095›Full record

ArticleJournal of neurosurgery2023

Identification of risk factors associated with leptomeningeal disease after resection of brain metastases.

Ramin A Morshed, Satvir Saggi, Daniel D Cummins, Annette M Molinaro, Jacob S Young, Jennifer A Viner, Javier E Villanueva-Meyer, Ezequiel Goldschmidt, Lauren Boreta, Steve E Braunstein and 7 more

Open access · greenAbstract read
In one paragraph

Article in Journal of neurosurgery, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
3.6field-weighted citation impact, top 7% 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

12 citing papers in PubMed, 14 citations in OpenAlex.

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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

17 authors at 2 institutions in 1 country.

Ramin A Morshed1Departments of Neurological Surgery.
Satvir Saggi1Departments of Neurological Surgery.
Daniel D Cummins1Departments of Neurological Surgery.
Annette M Molinaro1Departments of Neurological Surgery.
Jacob S Young1Departments of Neurological Surgery.
Jennifer A Viner1Departments of Neurological Surgery.
Javier E Villanueva-Meyer2Radiology, and.
Ezequiel Goldschmidt1Departments of Neurological Surgery.
Lauren Boreta3Radiation Oncology, University of California, San Francisco, California and.
Steve E Braunstein3Radiation Oncology, University of California, San Francisco, California and.
Edward F Chang1Departments of Neurological Surgery.
Michael W McDermott4Division of Neurosurgery, Miami Neuroscience Institute, Miami, Florida.
Mitchel S Berger1Departments of Neurological Surgery.
Philip V Theodosopoulos1Departments of Neurological Surgery.
Shawn L Hervey-Jumper1Departments of Neurological Surgery.
Manish K Aghi1Departments of Neurological Surgery.
Mariza Daras1Departments of Neurological Surgery.
Neurological Surgery · USUniversity of California, San Francisco · US

Funding

Modeling and druggable-genome screening of glioblastoma invasion using regional biopsy-guided biomaterials systemsR01CA227136 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI AGHI, MANISH · 2018 to 2022
$2.2M
NCI NIH HHS R01 CA227136
6 · The paper itself

Abstract

objectiveResection of brain metastases (BMs) may be associated with increased risk of leptomeningeal disease (LMD). This study examined rates and predictors of LMD, including imaging subtypes, in patients who underwent resection of a BM followed by postoperative radiation.

methodsA retrospective, single-center study was conducted examining overall LMD, classic LMD (cLMD), and nodular LMD (nLMD) risk. Logistic regression, Cox proportional hazards, and random forest analyses were performed to identify risk factors associated with LMD.

resultsOf the 217 patients in the cohort, 47 (21.7%) developed postoperative LMD, with 19 cases (8.8%) of cLMD and 28 cases (12.9%) of nLMD. Six-, 12-, and 24-month LMD-free survival rates were 92.3%, 85.6%, and 71.4%, respectively. Patients with cLMD had worse survival outcomes from the date of LMD diagnosis compared with nLMD (median 2.4 vs 6.9 months, p = 0.02, log-rank test). Cox proportional hazards analysis identified cerebellar/insular/occipital location (hazard ratio [HR] 3.25, 95% confidence interval [CI] 1.73-6.11, p = 0.0003), absence of extracranial disease (HR 2.49, 95% CI 1.27-4.88, p = 0.008), and ventricle contact (HR 2.82, 95% CI 1.5-5.3, p = 0.001) to be associated with postoperative LMD. A predictive model using random forest analysis with an area under the receiver operating characteristic curve of 0.87 in a test cohort identified tumor location, systemic disease status, and tumor volume as the most important factors associated with LMD.

conclusionsTumor location, absence of extracranial disease at the time of surgery, ventricle contact, and increased tumor volume were associated with LMD. Further work is needed to determine whether escalating therapies in patients at risk of LMD prevents disease dissemination.

Indexed as

Brain NeoplasmsMeningeal NeoplasmsAdultAgedFemaleHumansMaleMiddle AgedNeurosurgical ProceduresPostoperative ComplicationsRetrospective StudiesRisk Factorsbrain metastasisleptomeningeal diseasemachine learningoncologysurgery

Identifiers

PMID36640095
PMCPMC11208084
OpenAlexW4316037444

What OpenQuestion holds

Textmetadata
LicenceTDM
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.