Evidence map›Paper›PMID 42869880›Full record

ArticleOncogenesis2026

Stanniocalcin 1 contributes to glioma stem cells phenotypic plasticity through NOTCH1/STAT3/GFPT2 axis.

Feng Tian, Kangming Zhu, Yanfei Sun, Shuhua Guo, Xing Guo, Chuanxin Wang, Shuo Xu

Abstract read
In one paragraph

Article in Oncogenesis, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Feng TianDepartment of Clinical Laboratory, The Second Cheeloo Hospital of Shandong University, Jinan, China.
Kangming ZhuDepartment of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine and Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, China.
Yanfei SunDepartment of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine and Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, China.
Shuhua GuoDepartment of Hematology, Jining No. 1 People's Hospital, Jining, China.
Xing GuoDepartment of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine and Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, China.
Chuanxin WangDepartment of Clinical Laboratory, The Second Cheeloo Hospital of Shandong University, Jinan, China.ORCID http://orcid.org/0000-0002-3796-6293
Shuo XuDepartment of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine and Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, China. xushuo@sdu.edu.cn.ORCID http://orcid.org/0000-0001-5310-9673

Funding

National Natural Science Foundation of China (National Science Foundation of China) 82272413National Natural Science Foundation of China (National Science Foundation of China) 82327802
6 · The paper itself

Abstract

Glioma stem cells (GSCs) are key drivers of glioblastoma (GBM) tumorigenesis, invasion, therapy resistance, and recurrence and exhibit remarkable phenotypic plasticity. Stanniocalcin 1 (STC1) has been implicated in tumor progression and cancer stemness; however, its role and the molecular mechanisms through which it shapes GSC plasticity and malignant traits remain poorly understood. Here, transcriptomic RNA sequencing identified STC1 as a malignancy-associated gene enriched in GBM and mesenchymal (MES)-like GSCs. Comprehensive bioinformatic analyses further validated that STC1 was highly expressed in MES-like GBM/GSCs and closely associated with poor patient survival. Functional studies revealed that STC1 promoted multiple malignant properties of GSCs, including self-renewal, migration, invasion, tumorigenicity, and cellular plasticity. Conversely, STC1 silencing attenuated these effects. Mechanistically, STC1 activated the NOTCH1/STAT3 signaling cascade, leading to transcriptional upregulation of GFPT2, a key rate-limiting enzyme of the hexosamine biosynthetic pathway. This subsequently enhanced global O-GlcNAcylation, including modification of P65, thereby facilitating GSC plasticity and malignant progression. Genetic and pharmacological interventions targeting this signaling axis effectively mitigated the oncogenic effects driven by STC1. In conclusion, our study reveals that STC1 is a key regulator of GSC phenotypic plasticity and aggressiveness through the NOTCH1/STAT3/GFPT2/O-GlcNAcylation pathway. These results provide new mechanistic insights into GBM progression and suggest that targeting STC1-associated signaling networks may represent a potential therapeutic strategy for GBM.

Identifiers

PMID42869880
PMCPMC13661601

What OpenQuestion holds

Textmetadata
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.