Evidence map›Paper›PMID 39030653›Full record

ArticleBiomarker research2024

Detection of neoplastic-immune hybrid cells with metastatic properties in uveal melanoma.

Ashley N Anderson, Patrick Conley, Christopher D Klocke, Sidharth K Sengupta, Amara Pang, Hannah C Farley, Abigail R Gillingham, Aubrey D Dawson, Yichen Fan, Jocelyn A Jones and 4 more

Abstract read
In one paragraph

Article in Biomarker research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
–field-weighted citation impact
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

11 citing papers in PubMed.

  1. Article
  2. Article
  3. The double-positive cells in the tumor microenvironment.Journal of translational internal medicine · 2026
    Article
  4. Review
  5. Cell-Cell Fusion as a Mechanism of Immune Evasion and Metastatic Progression.Advances in experimental medicine and biology · 2026
    Review
  6. Implications of Heterotypic Cell Fusion in Cancer.Advances in experimental medicine and biology · 2026
    Review
  7. Review
  8. Review
  9. Review
  10. Article
  11. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

14 authors.

Ashley N AndersonDepartment of Cell, Developmental and Cancer Biology, Oregon Health and Science University (OHSU), Portland, OR, USA.
Patrick ConleyDepartment of Medical Informatics and Clinical Epidemiology, OHSU, Portland, OR, USA.
Christopher D KlockeDepartment of Medical Informatics and Clinical Epidemiology, OHSU, Portland, OR, USA.
Sidharth K SenguptaDepartment of Cell, Developmental and Cancer Biology, Oregon Health and Science University (OHSU), Portland, OR, USA.
Amara PangDepartment of Cell, Developmental and Cancer Biology, Oregon Health and Science University (OHSU), Portland, OR, USA.
Hannah C FarleyDepartment of Cell, Developmental and Cancer Biology, Oregon Health and Science University (OHSU), Portland, OR, USA.
Abigail R GillinghamDepartment of Cell, Developmental and Cancer Biology, Oregon Health and Science University (OHSU), Portland, OR, USA.
Aubrey D DawsonDepartment of Cell, Developmental and Cancer Biology, Oregon Health and Science University (OHSU), Portland, OR, USA.
Yichen FanDepartment of Cell, Developmental and Cancer Biology, Oregon Health and Science University (OHSU), Portland, OR, USA.
Jocelyn A JonesDepartment of Biomedical Engineering, OHSU, Portland, OR, USA.
Summer L GibbsDepartment of Biomedical Engineering, OHSU, Portland, OR, USA.
Alison H SkaletCasey Eye Institute, OHSU, Portland, OR, USA.
Guanming WuDepartment of Medical Informatics and Clinical Epidemiology, OHSU, Portland, OR, USA.
Melissa H WongDepartment of Cell, Developmental and Cancer Biology, Oregon Health and Science University (OHSU), Portland, OR, USA. wongme@ohsu.edu.

Funding

Understanding the origins of rapid recurrence of pancreatic cancer after resectionP30CA069533 · NCI · OREGON HEALTH & SCIENCE UNIVERSITY · PI Luiz Eduardo Bertassoni · 1997 to 2026
$60.5M
TRAINING PROGRAM IN HEALTH INFORMATICST15LM007088 · NLM · OREGON HEALTH & SCIENCE UNIVERSITY · PI WILLIAM R HERSH, Vishnu Mohan · 1992 to 2026
$23.4M
Proteomics CoreP30EY010572 · NEI · OREGON HEALTH & SCIENCE UNIVERSITY · PI John Peter Campbell · 1995 to 2026
$19.4M
Reactome - CoreU41HG003751 · NHGRI · ONTARIO INSTITUTE FOR CANCER RESEARCH · PI DEUSTACHIO, PETER G, HERMJAKOB, HENNING · 2012 to 2021
$14.5M
Reactome: An Open Knowledgebase of Human Pathways.U24HG012198 · NHGRI · ONTARIO INSTITUTE FOR CANCER RESEARCH · PI Marc E Gillespie, LINCOLN D. STEIN · 2022 to 2026
$7.0M
Medical Scientist Training Program of Oregon Health & Science UniversityT32GM141938 · NIGMS · OREGON HEALTH & SCIENCE UNIVERSITY · PI CHEN, YABING · 2021 to 2025
$4.6M
Ultra-high content analyses of circulating and solid tumor cells: A diagnostic reference system for disease burdenR44CA250861 · NCI · QUANTITATIVE IMAGING SYSTEMS, LLC · PI NEDERLOF, MICHEL · 2021 to 2023
$1.9M
Reactome IDG portal: Pathway-based analysis and visualization of understudied human proteinsU01CA239069 · NCI · OREGON HEALTH & SCIENCE UNIVERSITY · PI DEUSTACHIO, PETER G, STEIN, LINCOLN D. · 2019 to 2021
$1.3M
Mechanisms of Neoplastic Hybrid Cell Dissemination in Colorectal CancerF31CA271676 · NCI · OREGON HEALTH & SCIENCE UNIVERSITY · PI ANDERSON, ASHLEY NICOLE · 2022 to 2025
$168k
CCR NIH HHS P30CA069533National Cancer Institute, United States 5U01CA23906National Cancer Institute, United States F31CA271676NCI NIH HHS P30 CA069533NCI NIH HHS R44 CA250861NCI NIH HHS U01 CA239069NHGRI NIH HHS 5U41HG003751NHGRI NIH HHS U24 HG012198NHGRI NIH HHS U41 HG003751NIH HHS P30 EY010572NIH HHS R44CA250861NIH HHS T32GM141938NLM NIH HHS T15 LM007088U.S. National Library of Medicine 5T15LM007088
6 · The paper itself

Abstract

backgroundUveal melanoma is the most common non-cutaneous melanoma and is an intraocular malignancy affecting nearly 7,000 individuals per year worldwide. Of these, approximately 50% will progress to metastatic disease for which there are currently no effective curative therapies. Despite advances in molecular profiling and metastatic stratification of uveal melanoma tumors, little is known regarding their underlying biology of metastasis. Our group has identified a disseminated neoplastic cell population characterized by co-expression of immune and melanoma proteins, circulating hybrid cells (hybrids), in patients with uveal melanoma. Compared to circulating tumor cells, which lack expression of immune proteins, hybrids are detected at an increased prevalence in peripheral blood and can be used as a non-invasive biomarker to predict metastatic progression.

methodsTo ascertain mechanisms underlying enhanced hybrid cell dissemination we identified hybrid cells within primary uveal melanoma tumors using single cell RNA sequencing (n = 8) and evaluated their gene expression and predicted ligand-receptor interactions in relation to other melanoma and immune cells within the primary tumor. We then verified expression of upregulated hybrid pathways within patient-matched tumor and peripheral blood hybrids (n = 4) using cyclic immunofluorescence and quantified their protein expression relative to other non-hybrid tumor and disseminated tumor cells.

resultsAmong the top upregulated genes and pathways in hybrid cells were those involved in enhanced cell motility and cytoskeletal rearrangement, immune evasion, and altered cellular metabolism. In patient-matched tumor and peripheral blood, we verified gene expression by examining concordant protein expression for each pathway category: TMSB10 (cell motility), CD74 (immune evasion) and GPX1 (metabolism). Both TMSB10 and GPX1 were expressed on significantly higher numbers of disseminated hybrid cells compared to circulating tumor cells, and CD74 and GPX1 were expressed on more disseminated hybrids than tumor-resident hybrids. Lastly, we identified that hybrid cells express ligand-receptor signaling pathways implicated in promoting metastasis including GAS6-AXL, CXCL12-CXCR4, LGALS9-P4HB and IGF1-IGFR1.

conclusionThese findings highlight the importance of TMSB10, GPX1 and CD74 for successful hybrid cell dissemination and survival in circulation. Our results contribute to the understanding of uveal melanoma tumor progression and interactions between tumor cells and immune cells in the tumor microenvironment that may promote metastasis.

Indexed as

Disseminated tumor cellsMetastasisMultiplexed cyclic immunofluorescenceSingle-cell RNA sequencingUveal melanoma

Identifiers

PMID39030653
PMCPMC11264923

What Socratic 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 Socratic graph.