Evidence map›Paper›PMID 42382747›Full record

ArticleFrontiers in immunology2026

The CSF1

Heng Zhang, Yundong You, Jinhao Peng, Qinhao Du, Xifan Liu

Abstract read
In one paragraph

Article in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

5 authors.

Heng Zhang *Department of Gastrointestinal Surgery, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, Hubei, China.
Yundong You *Department of Gastrointestinal Surgery, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, Hubei, China.
Jinhao PengDepartment of Gastrointestinal Surgery, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, Hubei, China.
Qinhao DuDepartment of Gastrointestinal Surgery, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, Hubei, China.
Xifan LiuDepartment of Gastrointestinal Surgery, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, Hubei, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Gastric cancer (GC) remains a leading cause of global cancer mortality, characterized by profound heterogeneity. While immune checkpoint blockade (ICB) has emerged as a promising strategy, pervasive resistance frequently limits its clinical efficacy. Elucidating the mechanisms driving this resistance and identifying predictive biomarkers remain critical challenges for achieving precision oncology in GC. Methods: We constructed a spatial multi-omic atlas by integrating scRNA-seq from GC patients with public spatial transcriptomics (ST) data. Computational deconvolution of independent immunotherapy cohorts was performed to pinpoint specific macrophage and fibroblast subsets linked to ICB efficacy. Intercellular immunosuppressive signaling and spatial proximity were characterized via cell-cell communication and ST analysis. We validated the biological significance of this crosstalk using non-contact co-culture systems and mIHC analysis of an independent clinical cohort. Results: We constructed a spatially resolved multi-omic atlas by integrating scRNA-seq from 131,027 cells with spatial transcriptomics. Deconvolution of immunotherapy cohorts identified the synchronous enrichment of SPP1+macrophages and MFAP5+fibroblasts in tumors with poor ICB efficacy. Spatial analysis quantified a significant co-localization between CSF1-producing malignant cells and SPP1 Conclusions: Our study identifies a spatially organized niche involving CSF1+malignant cells and SPP1+ macrophages as a key driver of ICB resistance in GC. By defining the CSF1-mediated crosstalk between these two cell types, these findings highlight promising therapeutic targets to enhance the efficacy of immunotherapy.

Indexed as

Drug Resistance, NeoplasmMacrophage Colony-Stimulating FactorMacrophagesStomach NeoplasmsTumor-Associated MacrophagesCell Line, TumorDisease ProgressionGene Expression Regulation, NeoplasticHumansImmunotherapySpatial TranscriptomicsTransforming Growth Factor beta1Tumor MicroenvironmentCSF1 protein, humanMacrophage Colony-Stimulating FactorTransforming Growth Factor beta1CSF1–CSF1Rgastric cancerimmunotherapy resistanceSPP1+ macrophagestumor microenvironment

Identifiers

PMID42382747
PMCPMC13314632

What OpenQuestion 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 OpenQuestion graph.