ArticleCancer chemotherapy and pharmacology2024
Prognostic value of RRM1 and its effect on chemoresistance in pancreatic cancer.
Article in Cancer chemotherapy and pharmacology, 2024. 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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Who cites it
4 citing papers in PubMed, 3 citations in OpenAlex.
- A prognostic lncRNA signature associated with ribonucleotide reductase predicts overall survival and immune landscape in hepatocellular carcinoma.Frontiers in cell and developmental biology · 2026Article
- RRM1 O-GlcNAcylation inhibition suppresses pancreatic cancer via TK1-mediated replication stress.Cancer gene therapy · 2025Article
- Dimeric CCK2R radiotheranostic tracers synergize with mTOR inhibition for enhanced tumor therapy.Theranostics · 2025Article
- The Roles of AGTRAP, ALKBH3, DIVERSIN, NEDD8 and RRM1 in Glioblastoma Pathophysiology and Prognosis.Biomedicines · 2024Article
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Authors and funding
8 authors at 1 institution in 1 country.
Funding
Abstract
purposePancreatic cancer (PC) remains a lethal disease, and gemcitabine resistance is prevalent. However, the biomarkers suggestive of gemcitabine resistance remain unclear.
methodsBioinformatic tools identified ribonucleotide reductase catalytic subunit M1 (RRM1) in gemcitabine-related datasets. A cox regression model revealed the predictive value of RRM1 with clinical features. An external clinical cohort confirmed the prognostic value of RRM1. RRM1 expression was validated in gemcitabine-resistant cells in vitro and in orthotopic PC model. CCK8, flow cytometry, transwell migration, and invasion assays were used to explore the effect of RRM1 on gemcitabine-resistant cells. The CIBERSORT algorithm investigated the impact of RRM1 on immune infiltration.
resultsThe constructed nomogram based on RRM1 effectively predicted prognosis and was further validated. Moreover, patients with higher RRM1 had shorter overall survival. RRM1 expression was significantly higher in PC tissue and gemcitabine-resistant cells in vitro and in vivo. RRM1 knockdown reversed gemcitabine resistance, inhibited migration and invasion. The infiltration levels of CD4 + T cells, CD8 + T cells, neutrophils, and plasma cells correlated markedly with RRM1 expression, and communication between tumor and immune cells probably depends on NF-κB/mTOR signaling.
conclusionRRM1 may be a potential marker for prognosis and a target marker for gemcitabine resistance in PC.
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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 Socratic graph.