Evidence map›Paper›PMID 40264770›Full record

ArticleFrontiers in immunology2025

Single-cell transcriptomic analysis identified resistant MDSCs and a stress-tolerant gene co-expression network as common MDSC features across multiple disease settings.

Tianmeng Chen, Julia Hughes, Alyssa Gregory, Julia Conroy, Patricia Loughran, Jinming Song, Wei Chen, Timothy Billiar

Abstract read
In one paragraph

Article in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Tianmeng ChenDepartment of Surgery, University of Pittsburgh, Pittsburgh, PA, United States.
Julia HughesDepartment of Surgery, University of Pittsburgh, Pittsburgh, PA, United States.
Alyssa GregoryDepartment of Surgery, University of Pittsburgh, Pittsburgh, PA, United States.
Julia ConroyDepartment of Surgery, University of Pittsburgh, Pittsburgh, PA, United States.
Patricia LoughranDepartment of Surgery, University of Pittsburgh, Pittsburgh, PA, United States.
Jinming SongDepartment of Pathology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, United States.
Wei ChenDepartment of Pediatrics, University of Pittsburgh, Pittsburgh, PA, United States.
Timothy BilliarDepartment of Surgery, University of Pittsburgh, Pittsburgh, PA, United States.

Funding

Mechanisms of Immune Dysfunction after Trauma and Surgical SepsisR35GM127027 · NIGMS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI TIMOTHY R BILLIAR · 2018 to 2026
$5.7M
NIGMS NIH HHS R35 GM127027
6 · The paper itself

Abstract

Background: Myeloid-derived suppressor cells (MDSCs) are a heterogeneous population of immunosuppressive myeloid cells. The identification of a molecular signature common to MDSC regardless of tissue source would aid in the classification of cells as MDSCs. Methods: Single-cell RNA sequencing (scRNA-seq) was performed on GM-CSF+ IL-6-induced human MDSCs to characterize the extent of heterogeneity within monocytic MDSCs (M-MDSCs). Cytokine-treated PBMCs were also cultured in the absence of serum to include an additional element of cell stress. Independent published bulk and single-cell transcriptomic datasets were used for validation. Findings: A cluster of cells with preserved MDSC features was induced by the combination of inflammatory signals and cell stress in the form of serum starvation (resistant MDSCs, rMDSCs). A gene co-expression module (the yellow module) was identified specific to rMDSCs. The genes upregulated in MDSCs can be further classified into stress-tolerant vs. -sensitive features. This yellow module mostly contained stress-tolerant genes and showed excellent separation for distinguishing M-MDSCs from control cells across a range of Interpretation: These results demonstrate the importance of the combined roles of inflammation and cellular stress in shaping the features of M-MDSCs and highlight cellular resilience represented by rMDSCs and the role of stress-tolerant features in defining common MDSC features.

Indexed as

Gene Regulatory NetworksMyeloid-Derived Suppressor CellsSingle-Cell AnalysisStress, PhysiologicalTranscriptomeGene Expression ProfilingHumansRNA-Seqcellular stressMDSCsmyeloid derived suppressor cellsscRNA-seqstress tolerant

Identifiers

PMID40264770
PMCPMC12011849

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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.