Evidence map›Paper›PMID 38519058›Full record

ArticleJournal for immunotherapy of cancer2024

Digital spatial proteomic profiling reveals immune checkpoints as biomarkers in lymphoid aggregates and tumor microenvironment of desmoplastic melanoma.

David G Su, David A Schoenfeld, Wael Ibrahim, Raysa Cabrejo, Dijana Djureinovic, Raymond Baumann, David L Rimm, Sajid A Khan, Ruth Halaban, Harriet M Kluger and 3 more

Open access · goldAbstract read
In one paragraph

Article in Journal for immunotherapy of cancer, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
3.1field-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

10 citing papers in PubMed, 11 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

13 authors at 3 institutions in 1 country.

David G SuDepartment of Surgery, Yale School of Medicine, New Haven, Connecticut, USA.ORCID 0000-0002-8693-612X
David A SchoenfeldDepartment of Medical Oncology, Yale School of Medicine, New Haven, Connecticut, USA.ORCID 0000-0002-5202-3744
Wael IbrahimDepartment of Pathology, University of Miami Miller School of Medicine, Miami, Florida, USA.
Raysa CabrejoDepartment of Plastics and Reconstructive Surgery, Dartmouth Hitchcock Medical Center, Lebanon, New Hampshire, USA.
Dijana DjureinovicDepartment of Medical Oncology, Yale School of Medicine, New Haven, Connecticut, USA.
Raymond BaumannDepartment of Pharmacology, Yale School of Medicine, New Haven, Connecticut, USA.
David L RimmDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut, USA.ORCID 0000-0001-5820-4397
Sajid A KhanDepartment of Surgical Oncology, Yale School of Medicine, New Haven, Connecticut, USA.
Ruth HalabanDepartment of Dermatology, Yale School of Medicine, New Haven, Connecticut, USA.
Harriet M KlugerDepartment of Medical Oncology, Yale School of Medicine, New Haven, Connecticut, USA.ORCID 0000-0002-4932-9873
Kelly OlinoDepartment of Surgical Oncology, Yale School of Medicine, New Haven, Connecticut, USA.
Anjela Galan *Department of Dermatology, Yale School of Medicine, New Haven, Connecticut, USA.
James Clune *Department of Surgery, Yale School of Medicine, New Haven, Connecticut, USA james.clune@yale.edu.
Yale University · USDartmouth–Hitchcock Medical Center · USUniversity of Miami · US

Funding

Yale SPORE in Skin CancerP50CA121974 · NCI · YALE UNIVERSITY · PI MARCUS W BOSENBERG, Harriet M. Kluger · 2006 to 2026
$43.9M
YALE CANCER CENTER CALABRESI IMMUNO-ONCOLOGY TRAINING PROGRAMK12CA215110 · NCI · YALE UNIVERSITY · PI Harriet M. Kluger · 2018 to 2026
$6.1M
Yale Cancer Center Advanced Training Program for Physician-Scientists (YCC-ATPP)T32CA233414 · NCI · YALE UNIVERSITY · PI Eric P. Winer · 2019 to 2026
$3.2M
Dual-isotope SPECT imaging and immunophenotyping of immune cells to determine response to immunotherapyR01CA269349 · NCI · YALE UNIVERSITY · PI Harriet M. Kluger, Bernadette Marquez-Nostra · 2023 to 2026
$2.6M
Immune Therapy for Brain MetastasisR01CA269286 · NCI · YALE UNIVERSITY · PI Lucia Beatrice Jilaveanu, Harriet M. Kluger · 2023 to 2026
$2.2M
NCI NIH HHS K12 CA215110NCI NIH HHS P50 CA121974NCI NIH HHS R01 CA269349NCI NIH HHS T32 CA233414
6 · The paper itself

Abstract

backgroundDesmoplastic melanoma (DM) is a rare melanoma subtype characterized by dense fibrous stroma, a propensity for local recurrence, and a high response rate to programmed cell death protein 1 (PD-1) blockade. Occult sentinel lymph node positivity is significantly lower in both pure and mixed DM than in conventional melanoma, underscoring the need for better prognostic biomarkers to inform therapeutic strategies.

methodsWe assembled a tissue microarray comprising various cores of tumor, stroma, and lymphoid aggregates from 45 patients with histologically confirmed DM diagnosed between 1989 and 2018. Using a panel of 62 validated immune-oncology markers, we performed digital spatial profiling using the NanoString GeoMx platform and quantified expression in three tissue compartments defined by fluorescence colocalization (tumor (S100+/PMEL+/SYTO+), leukocytes (CD45+/SYTO+), and non-immune stroma (S100-/PMEL-/CD45-/SYTO+)).

resultsWe observed higher expression of immune checkpoints (lymphocyte-activation gene 3 [LAG-3] and cytotoxic T-lymphocyte associated protein-4 [CTLA-4]) and cancer-associated fibroblast (CAF) markers (smooth muscle actin (SMA)) in the tumor compartments of pure DMs than mixed DMs. When comparing lymphoid aggregates (LA) to non-LA tumor cores, LAs were more enriched with CD20+B cells, but non-LA intratumoral leukocytes were more enriched with macrophage/monocytic markers (CD163, CD68, CD14) and had higher LAG-3 and CTLA-4 expression levels. Higher intratumoral PD-1 and LA-based LAG-3 expression appear to be associated with worse survival.

conclusionsOur proteomic analysis reveals an intra-tumoral population of SMA+CAFs enriched in pure DM. Additionally, increased expressions of immune checkpoints (LAG-3 and PD-1) in LA and within tumor were associated with poorer prognosis. These findings might have therapeutic implications and help guide treatment selection in addition to informing potential prognostic significance.

Indexed as

MelanomaActinsBiomarkers, TumorCTLA-4 AntigenHumansProgrammed Cell Death 1 ReceptorProteomicsTumor MicroenvironmentActinsBiomarkers, TumorCTLA-4 AntigenProgrammed Cell Death 1 Receptorimmunotherapymelanomaprogrammed cell death 1 receptortumor biomarkerstumor microenvironment

Identifiers

PMID38519058
PMCPMC10961546
OpenAlexW4393091184

What OpenQuestion holds

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LicenceCC BY-NC
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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.