ArticleFrontiers in cell and developmental biology2022
Integrated Analysis of Glutathione Metabolic Pathway in Pancreatic Cancer.
Article in Frontiers in cell and developmental biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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4 citing papers in PubMed, 7 citations in OpenAlex.
- Glutathione responsive iNOS inhibiting polymeric prodrug for targeted Inhibition of angiogenesis.Journal of nanobiotechnology · 2026Article
- Ferroptosis-Based Nanotherapy for Pancreatic Ductal Adenocarcinoma Through Glutathione Depletion and Iron Accumulation.International journal of nanomedicine · 2026Review
- scKAN: interpretable single-cell analysis for cell-type-specific gene discovery and drug repurposing via Kolmogorov-Arnold networks.Genome biology · 2025Article
- Prognostic and therapeutic relevance of IL2RG-related LncRNAs in clear cell renal cell carcinoma.Scientific reports · 2025Article
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Authors and funding
17 authors at 2 institutions in 1 country.
Funding
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Abstract
Metabolic enzyme-genes (MEs) play critical roles in various types of cancers. However, MEs have not been systematically and thoroughly studied in pancreatic cancer (PC). Global analysis of MEs in PC will help us to understand PC progressing and provide new insights into PC therapy. In this study, we systematically analyzed RNA sequencing data from The Cancer Genome Atlas (TCGA) (n = 180 + 4) and GSE15471 (n = 36 + 36) and discovered that metabolic pathways are disordered in PC. Co-expression network modules of MEs were constructed using weighted gene co-expression network analysis (WGCNA), which identified two key modules. Both modules revealed that the glutathione signaling pathway is disordered in PC and correlated with PC stages. Notably, glutathione peroxidase 2 (
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