ArticleCells2025
Integrated Spatial and Single-Cell Transcriptomics Reveals Poor Prognostic Ligand-Receptor Pairs in Glioblastoma.
Article in Cells, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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.
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
4 citing papers in PubMed.
- Spatial Immunology in Translation: Linking Immune Organisation to Therapeutic Outcome.Medical sciences (Basel, Switzerland) · 2026Review
- Leveraging single-cell and spatial omics for brain tumour insights to improve therapeutic strategies.Molecular brain · 2026Review
- Review
- Multi-Omics-Enabled Precision Strategies for Overcoming CAR-T Therapy Limitations in Gastrointestinal Malignancies.BioFactors (Oxford, England)Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
Glioblastoma (GBM) is an aggressive and lethal malignant brain tumor. Cell-cell interactions (CCIs) in the tumor microenvironment, mediated by ligand-receptor (LR) pairs, are known to contribute to its poor prognosis. However, the prognostic influence of CCIs on patients with GBM and the spatial expression profiles of such LR pairs within tumor tissues remain incompletely understood. This study aimed to identify prognostic LR pairs in GBM and their intratumoral localization via multitranscriptomic analysis. The CCIs among GBM cells as well as between GBM and niche cells were comprehensively evaluated using 40,958 cells in single-cell RNA sequencing datasets. They were found to form intercellular networks in GBM by specific LR pairs, which were mainly implicated in extracellular matrix (ECM)-related biological processes. Survival analysis revealed that 13 LR pairs related to ECM biological processes contributed to poor prognosis (
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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.