Evidence map›Paper›PMID 37964004›Full record

ArticleNPJ precision oncology2023

Multi-omic profiling reveals discrepant immunogenic properties and a unique tumor microenvironment among melanoma brain metastases.

Gino K In, Jennifer R Ribeiro, Jun Yin, Joanne Xiu, Matias A Bustos, Fumito Ito, Frances Chow, Gabriel Zada, Lindsay Hwang, April K S Salama and 12 more

Open access · goldAbstract read
In one paragraph

Article in NPJ precision oncology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed
4.6field-weighted citation impact, top 5% 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

23 citing papers in PubMed, 20 citations in OpenAlex.

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  13. Molecular Underpinnings of Brain Metastases.International journal of molecular sciences · 2025
    Review
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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

22 authors at 13 institutions in 1 country.

Gino K InDivision of Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA. Gino.In@med.usc.edu.ORCID http://orcid.org/0000-0002-7060-5123
Jennifer R RibeiroCaris Life Sciences, Phoenix, AZ, USA.ORCID http://orcid.org/0000-0002-1685-8568
Jun YinCaris Life Sciences, Phoenix, AZ, USA.
Joanne XiuCaris Life Sciences, Phoenix, AZ, USA.
Matias A BustosDepartment of Translational Molecular Medicine, Saint John's Cancer Institute, Providence Saint John's Health Center, Santa Monica, CA, USA.
Fumito ItoDepartment of Surgery, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Frances ChowDepartment of Neurology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.ORCID http://orcid.org/0000-0001-5402-2473
Gabriel ZadaDepartment of Neurological Surgery, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Lindsay HwangLAC+USC Medical Center, Los Angeles, CA, USA.
April K S SalamaDivision of Medical Oncology, Duke Cancer Institute, Duke University, Durham, NC, USA.
Soo J ParkDivision of Hematology/Oncology, Moores Cancer Center, University of California San Diego, La Jolla, CA, USA.
Justin C MoserHonorHealth Research and Innovation Institute, Scottsdale, AZ, USA.
Sourat DarabiHoag Family Cancer Institute, Hoag Hospital, Newport Beach, CA, USA.ORCID http://orcid.org/0000-0002-3395-894X
Evidio Domingo-MusibayDepartment of Medicine, Masonic Cancer Center, University of Minnesota Medical School, Minneapolis, MN, USA.ORCID http://orcid.org/0000-0002-2082-554X
Maria L AsciertoRosalie and Harold Rae Brown Cancer Immunotherapy Research Program, Borstein Family Melanoma Program, Department of Translational Immunology, Saint John's Cancer Institute, Providence Saint John's Health Center, Santa Monica, CA, USA.
Kim MargolinDepartment of Medical Oncology, Saint John's Cancer Institute, Providence Saint John's Health Center, Santa Monica, CA, USA.
Jose LutzkySylvester Comprehensive Cancer Center, University of Miami Health System, Miami, FL, USA.
Geoffrey T GibneyDivision of Hematology and Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Hospital, Washington, DC, USA.
Michael B AtkinsGeorgetown-Lombardi Comprehensive Cancer Center, Washington, DC, USA.ORCID http://orcid.org/0000-0003-3901-9924
Benjamin IzarColumbia University, Herbert Irving Comprehensive Cancer Center, New York, NY, USA.ORCID http://orcid.org/0000-0003-2379-6702
Dave S B HoonDepartment of Translational Molecular Medicine, Saint John's Cancer Institute, Providence Saint John's Health Center, Santa Monica, CA, USA.ORCID http://orcid.org/0000-0003-1915-3683
Ari M VanderWaldeCaris Life Sciences, Irving, TX, USA.
University of Southern California · USSaint John's Health Center · USCaris Life Sciences (United States) · USColumbia University Irving Medical Center · USDuke Medical Center · USGeorgetown Lombardi Comprehensive Cancer CenterGeorgetown University · USHoag Memorial Hospital Presbyterian · USHonorHealth · USUniversity of California San Diego · USUniversity of Miami Health System · USUniversity of Minnesota Medical Center · USWest Cancer Center · US

Funding

USC/NORRIS COMPREHENSIVE CANCER CENTER (CORE) SUPPORTP30CA014089 · NCI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI MYLES G COCKBURN · 1985 to 2026
$181.4M
In situ radioimmunotherapy to maximize the engagement of conventional type 1 dendritic cells against non-T cell-inflamed tumorsR01CA255240 · NCI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI ITO, FUMITO · 2021 to 2025
$2.0M
NCI NIH HHS P30 CA014089NCI NIH HHS R01 CA255240
6 · The paper itself

Abstract

Melanoma brain metastases (MBM) are clinically challenging to treat and exhibit variable responses to immune checkpoint therapies. Prior research suggests that MBM exhibit poor tumor immune responses and are enriched in oxidative phosphorylation. Here, we report results from a multi-omic analysis of a large, real-world melanoma cohort. MBM exhibited lower interferon-gamma (IFNγ) scores and T cell-inflamed scores compared to primary cutaneous melanoma (PCM) or extracranial metastases (ECM), which was independent of tumor mutational burden. Among MBM, there were fewer computationally inferred immune cell infiltrates, which correlated with lower TNF and IL12B mRNA levels. Ingenuity pathway analysis (IPA) revealed suppression of inflammatory responses and dendritic cell maturation pathways. MBM also demonstrated a higher frequency of pathogenic PTEN mutations and angiogenic signaling. Oxidative phosphorylation (OXPHOS) was enriched in MBM and negatively correlated with NK cell and B cell-associated transcriptomic signatures. Modulating metabolic or angiogenic pathways in MBM may improve responses to immunotherapy in this difficult-to-treat patient subset.

Identifiers

PMID37964004
PMCPMC10646102
OpenAlexW4388665255

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Registered trials

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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.