ArticleCancer gene therapy2026
CSF1-CSF1R signaling mediates tumor cell-macrophage crosstalk and prognosis in ccRCC.
Article in Cancer gene therapy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
Who cites it
1 citing paper in PubMed.
- PGK1 Suppresses CD8Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Clear cell renal cell carcinoma (ccRCC) is a common and aggressive kidney cancer with poor prognosis due to its frequent late-stage diagnosis and immunosuppressive tumor microenvironment (TME). While ccRCC is responsive to immunotherapies, treatment resistance remains a major challenge, underscoring the need for new therapeutic targets. We performed integrated single-cell and bulk transcriptomic analysis of ccRCC and normal kidney tissues to characterize the immune landscape and identify key ligand-receptor interactions within the TME. Gene expression and survival data were analyzed using public datasets. Functional validation was conducted using a ccRCC xenograft mouse model treated with the CSF1R inhibitor Sotuletinib. Single-cell analysis revealed that enhanced communication between M2-like macrophages and malignant epithelial cells in ccRCC, with the CSF1-CSF1R signaling axis playing a central role. Elevated expression of CSF1 and CSF1R correlated with poor patient prognosis and increased macrophage infiltration. In vivo inhibition of CSF1R reduced tumor growth, decreased Ki67+ cell proliferation, and suppressed CD163+ M2 macrophage polarization. This study suggests a potential role of CSF1-CSF1R-mediated macrophage-epithelial crosstalk in promoting immunosuppressive TME and tumor progression in ccRCC. Importantly, CellChat-based predictions represent potential, rather than definitive, ligand-receptor interactions, and thus require further mechanistic validation. Targeting CSF1R may offer a promising strategy to modulate the immune landscape and improve therapeutic outcomes in ccRCC.
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Registered trials
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.