Evidence map›Paper›PMID 41674962›Full record

ArticleTranslational cancer research2026

Prognostic value of palmitoylation-regulated mechanisms in glioblastoma: integrated multi-omics analysis via least absolute shrinkage and selection operator (LASSO) regression and single-cell sequencing.

Yujie Ji, Xiangyu Dai, Lei Jiang, Haixin Zeng, Zheng Cai, Bing Li

Abstract read
In one paragraph

Article in Translational cancer research, 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. Article
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

6 authors.

Yujie Ji *Department of Neurosurgery, Jiangnan University Medical Center, Jiangnan University, Wuxi, China.
Xiangyu Dai *Department of Neurosurgery, Jiangnan University Medical Center, Jiangnan University, Wuxi, China.
Lei Jiang *Department of Neurosurgery, Jiangnan University Medical Center, Jiangnan University, Wuxi, China.
Haixin ZengDepartment of Neurosurgery, Jiangnan University Medical Center, Jiangnan University, Wuxi, China.
Zheng CaiDepartment of Neurosurgery, Jiangnan University Medical Center, Jiangnan University, Wuxi, China.
Bing LiDepartment of Neurosurgery, Jiangnan University Medical Center, Jiangnan University, Wuxi, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Accumulating evidence highlights the critical role of palmitoylation in tumorigenesis, including the regulation of oncogenic signaling pathways, metabolic reprogramming, and immune evasion mechanisms. This study was designed to systematically investigate the prognostic significance of palmitoylation-related genes in glioblastoma multiforme (GBM). Methods: Through comparative transcriptome analysis of GBM and normal brain tissues based on The Cancer Genome Atlas (TCGA) and Genotype-Tissue Expression (GTEx), we identified 343 palmitoylation-related differentially expressed genes (DEGs). Subsequently, 80 candidate genes were extracted from the constructed protein-protein interaction (PPI) network. By applying the machine learning algorithm-least absolute shrinkage and selection operator (LASSO) regression combined with Kaplan-Meier (K-M) survival analysis, we identified core genes significantly associated with patients' overall survival (OS). Furthermore, single-cell RNA sequencing (scRNA-seq) analysis demonstrated that Results: Palmitoylation-related gene expression was higher in GBM tissues than in normal brain tissue. Conclusions: This study was designed to systematically investigate the prognostic significance of palmitoylation-related genes in GBM.

Indexed as

cancer genomicsGlioblastomapalmitoylationprognosisprotein-protein interaction network (PPI network)

Identifiers

PMID41674962
PMCPMC12885903

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