Evidence map›Paper›PMID 31924735›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2020

Proteomic Analysis of CSF from Patients with Leptomeningeal Melanoma Metastases Identifies Signatures Associated with Disease Progression and Therapeutic Resistance.

Inna Smalley, Vincent Law, Clayton Wyatt, Brittany Evernden, Bin Fang, John M Koomen, Eric A Welsh, Robert J B Macaulay, Peter A Forsyth, Keiran S M Smalley

Open access · greenAbstract readComment
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers.

0numbers the graph read from it
0cells of the map it votes in
45citing papers in PubMed
3.3field-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

45 citing papers in PubMed, 57 citations in OpenAlex.

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  15. The path to leptomeningeal metastasis.Nature reviews. Cancer · 2024
    Review
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors at 1 institution in 1 country.

Inna SmalleyThe Department of Tumor Biology, The Moffitt Cancer Center and Research Institute, Tampa, Florida.
Vincent LawThe Department of Tumor Biology, The Moffitt Cancer Center and Research Institute, Tampa, Florida.
Clayton WyattThe Department of Tumor Biology, The Moffitt Cancer Center and Research Institute, Tampa, Florida.
Brittany EverndenDepartment of Neurooncology, The Moffitt Cancer Center and Research Institute, Tampa, Florida.
Bin FangProteomics and Metabolomics Core, The Moffitt Cancer Center and Research Institute, Tampa, Florida.
John M KoomenDepartment of Molecular Oncology, The Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0002-3818-1762
Eric A WelshDepartment of Biostatistics and Bioinformatics, The Moffitt Cancer Center and Research Institute, Tampa, Florida.
Robert J B MacaulayDepartment of Neurooncology, The Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0003-1115-3654
Peter A ForsythDepartment of Neurooncology, The Moffitt Cancer Center and Research Institute, Tampa, Florida. keiran.smalley@moffitt.org peter.forsyth@moffitt.org.
Keiran S M SmalleyThe Department of Tumor Biology, The Moffitt Cancer Center and Research Institute, Tampa, Florida. keiran.smalley@moffitt.org peter.forsyth@moffitt.org.
Moffitt Cancer Center · US

Funding

TRANSLATIONAL RESEARCHP30CA076292 · NCI · UNIVERSITY OF SOUTH FLORIDA · PI KENNETH Lynn WRIGHT · 1998 to 2026
$93.5M
Tissue, Pathology and BioinformaticsP50CA168536 · NCI · H. LEE MOFFITT CANCER CTR & RES INST · PI MULE, JAMES J. · 2013 to 2017
$8.5M
Modeling and Targeting Adaptive Signaling Responses in Single NRAS Mutant Melanoma CellsR21CA198550 · NCI · H. LEE MOFFITT CANCER CTR & RES INST · PI SMALLEY, KEIRAN · 2015 to 2016
$422k
Using Single Cell Analysis to identify therapeutic vulnerabilities in leptomeningeal melanoma metastasesR21CA216756 · NCI · H. LEE MOFFITT CANCER CTR & RES INST · PI FORSYTH, PETER ALEXANDER, SMALLEY, KEIRAN · 2017 to 2018
$412k
Defining the role of metabolic heterogeneity in melanoma dissemination and therapy escapeK99CA226679 · NCI · H. LEE MOFFITT CANCER CTR & RES INST · PI SMALLEY, INNA · 2018 to 2019
$197k
NCI NIH HHS K99 CA226679NCI NIH HHS P30 CA076292NCI NIH HHS P50 CA168536NCI NIH HHS R21 CA198550NCI NIH HHS R21 CA216756
6 · The paper itself

Abstract

purposeThe development of leptomeningeal melanoma metastases (LMM) is a rare and devastating complication of the late-stage disease, for which no effective treatments exist. Here, we performed a multi-omics analysis of the cerebrospinal fluid (CSF) from patients with LMM to determine how the leptomeningeal microenvironment shapes the biology and therapeutic responses of melanoma cells. EXPERIMENTAL

designA total of 45 serial CSF samples were collected from 16 patients, 8 of these with confirmed LMM. Of those with LMM, 7 had poor survival (<4 months) and one was an extraordinary responder (still alive with survival >35 months). CSF samples were analyzed by mass spectrometry and incubated with melanoma cells that were subjected to RNA sequencing (RNA-seq) analysis. Functional assays were performed to validate the pathways identified.

resultsMass spectrometry analyses showed the CSF of most patients with LMM to be enriched for pathways involved in innate immunity, protease-mediated damage, and IGF-related signaling. All of these were anticorrelated in the extraordinary responder. RNA-seq analysis showed CSF to induce PI3K/AKT, integrin, B-cell activation, S-phase entry, TNFR2, TGFβ, and oxidative stress responses in the melanoma cells. ELISA assays confirmed that TGFβ expression increased in the CSF of patients progressing with LMM. CSF from poorly responding patients conferred tolerance to BRAF inhibitor therapy in apoptosis assays.

conclusionsThese analyses identified proteomic/transcriptional signatures in the CSF of patients who succumbed to LMM. We further showed that the CSF from patients with LMM has the potential to modulate BRAF inhibitor responses and may contribute to drug resistance.

Indexed as

MelanomaProteomicsDisease ProgressionDrug Resistance, NeoplasmGoldHumansPhosphatidylinositol 3-KinasesTumor MicroenvironmentGoldPhosphatidylinositol 3-Kinases

Identifiers

PMID31924735
PMCPMC7196498
OpenAlexW3000584534

What OpenQuestion holds

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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.