ArticleInternational journal of molecular sciences2026
SPARCL1 Enrichment at the Glioblastoma Invasive Front Is Consistent with Synaptogenic and Angiogenic Tumor Niches.
Article in International journal of molecular sciences, 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
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
1 citing paper in PubMed.
- Pathological neural and immune synapses in glioblastoma progression: mechanisms and therapeutic opportunities.Frontiers in neural circuits · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Astrocytes regulate key aspects of the neural microenvironment that can be co-opted by cancer to support tumor growth and invasion. Secreted protein acidic and rich in cysteine-like 1 (SPARCL1) is a matricellular glycoprotein expressed by astrocytes and stromal cells, whose expression varies across cancer types. While SPARCL1 is downregulated in many peripheral cancers, reports of its expression in gliomas, specifically glioblastoma (GBM), are inconsistent. The biological context underlying these divergent findings, and the role of SPARCL1 in GBM malignancy, remains unclear. Publicly available transcriptomic datasets from the Ivy Glioblastoma Atlas Project (Ivy GAP), GlioVis, and TCGA were analyzed to evaluate SPARCL1 expression across GBM cohorts. Spatially resolved gene expression data from Ivy GAP were used to assess SPARCL1 expression from defined tumor regions. Microarray and RNA sequencing datasets from GlioVis and TCGA, respectively, were used to assess SPARCL1 expression across whole-tumor samples. Spatial transcriptomics from Ivy GAP show SPARCL1 expression was upregulated along the leading edge and in infiltrating tumor regions. Microarray datasets showed greater SPARCL1 expression in tumors of astrocyte lineage as opposed to oligodendrocyte lineage. Bulk RNA sequencing showed high SPARCL1 expression in low-grade gliomas, which is consistent with astrocytic lineage, IDH mutation, and spatial averaging effects that might obscure regional associations. These findings demonstrate that SPARCL1 expression in GBM is shaped by tumor architecture, molecular classification, and microenvironment interactions. Enrichment of SPARCl1 at invasive tumor margins is consistent with prior studies linking SPARCL1 to neuron-glioma synapse formation and angiogenesis.
Indexed as
Identifiers
What OpenQuestion holds
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.