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BIOMARKER:

RRM1 expression

i
Other names: Ribonucleotide Reductase Catalytic Subunit M1, Ribonucleoside-Diphosphate Reductase Large Subunit, Ribonucleoside-Diphosphate Reductase Subunit M1, Ribonucleotide Reductase M1 Polypeptide, RR1, Ribonucleotide Reductase Large Subunit, Ribonucleotide Reductase R1 Subunit, RIR1, rrm1
Entrez ID:
Related biomarkers:
5ms
Nicotine promotes epithelial to mesenchymal transition and gemcitabine resistance via hENT1/RRM1 signalling in pancreatic cancer and chemosensitizing effects of Embelin-a naturally occurring benzoquinone. (PubMed, Sci Total Environ)
Embelin upregulated Bax, γH2AX, p53, ERK1/2 and hENT1 expression with concomitant down regulation of Bcl-2 and RRM1. Bioactive molecule embelin, its combination with gemcitabine could provide new vistas to overcome chemo resistance in pancreatic cancer.
Journal • IO biomarker
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BCL2 (B-cell CLL/lymphoma 2) • RRM1 (Ribonucleotide Reductase Catalytic Subunit M1)
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RRM1 expression
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gemcitabine
6ms
Prognostic value of RRM1 and its effect on chemoresistance in pancreatic cancer. (PubMed, Cancer Chemother Pharmacol)
RRM1 may be a potential marker for prognosis and a target marker for gemcitabine resistance in PC.
Journal
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CD8 (cluster of differentiation 8) • CD4 (CD4 Molecule) • RRM1 (Ribonucleotide Reductase Catalytic Subunit M1)
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RRM1 expression
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gemcitabine
6ms
3-AP inhibits the growth of human osteosarcoma by decreasing the activity of the iron-dependent pathway. (PubMed, Med Oncol)
Furthermore, the expression of RRM1, RRM2, and transferrin receptor protein 1 (i.e., Tfr1) indicated that 3-AP inhibited OS growth via an iron-dependent pathway. In conclusion, 3-AP exhibits anticancer activity in OS by decreasing the activity of iron-dependent pathways, which could be a promising therapeutic strategy for OS.
Journal
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RRM1 (Ribonucleotide Reductase Catalytic Subunit M1) • TFRC • RRM2 (Ribonucleotide Reductase Regulatory Subunit M2) • CDKN1A (Cyclin-dependent kinase inhibitor 1A)
|
RRM1 expression
7ms
An NFATc1/SMAD3/cJUN complex restricted to SMAD4-deficient pancreatic cancer guides rational therapies. (PubMed, Gastroenterology)
Our results suggest that PDAC characterized by SMAD4 deficiency and oncogenic NFATc1/SMAD3/cJUN complex formation exposes sensitivity to a MEKi/gemcitabine combination therapy.
Journal
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KRAS (KRAS proto-oncogene GTPase) • SMAD4 (SMAD family member 4) • RRM1 (Ribonucleotide Reductase Catalytic Subunit M1) • NFATC1 (Nuclear Factor Of Activated T Cells 1) • SMAD3 (SMAD Family Member 3)
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RRM1 expression
|
gemcitabine
8ms
Hypoxanthine phosphoribosyl transferase 1 metabolizes temozolomide to activate AMPK for driving chemoresistance of glioblastomas. (PubMed, Nat Commun)
RRM1 T52A expression, genetic interruption of HPRT1-mediated AICAR production, or administration of 6-mercaptopurine (6-MP), a clinically approved inhibitor of HPRT1, blocks TMZ-induced AMPK activation and sensitizes brain tumor cells to TMZ treatment in mice. These results uncover a critical bifunctional role of TMZ in GBM treatment that leads to chemoresistance. Our findings underscore the potential of combined administration of clinically available 6-MP to overcome TMZ chemoresistance and improve GBM treatment.
Journal
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RRM1 (Ribonucleotide Reductase Catalytic Subunit M1) • HPRT1 (Hypoxanthine Phosphoribosyltransferase 1)
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RRM1 expression
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temozolomide • mercaptopurine
11ms
Reversible promoter demethylation of PDGFD confers gemcitabine resistance through STAT3 activation and RRM1 upregulation. (PubMed, Cancer Lett)
Analyses of TCGA datasets showed that PDGFD positively associates with poor outcome of PDAC patients. Together, we conclude that the reversible epigenetic upregulation plays an important role in gemcitabine resistance development and targeting PDGFD signaling alleviates gemcitabine resistance for PDAC treatment.
Journal
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STAT3 (Signal Transducer And Activator Of Transcription 3) • RRM1 (Ribonucleotide Reductase Catalytic Subunit M1)
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RRM1 expression
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gemcitabine
11ms
Inhibition of CDK9 exhibits anticancer activity in hepatocellular carcinoma cells via targeting ribonucleotide reductase. (PubMed, Toxicol Appl Pharmacol)
Furthermore, CDK9 positively correlates with RRM1 or RRM2 expression in HCC patients, and the expressions of these three genes were associated with the higher infiltration of immune cells in HCC. Taken together, this study identified the prognostic relevance of CDK9 in HCC and the molecular mechanism for the anticancer effect of CDK9 inhibitors on HCC.
Journal
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RRM1 (Ribonucleotide Reductase Catalytic Subunit M1) • CDK9 (Cyclin Dependent Kinase 9) • RRM2 (Ribonucleotide Reductase Regulatory Subunit M2)
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RRM1 expression
1year
RRM1 is mediated by histone acetylation through gemcitabine resistance and contributes to invasiveness and ECM remodeling in pancreatic cancer. (PubMed, Int J Oncol)
RRM1 activation also promoted extracellular matrix remodeling and mesenchymal features, which enhanced the migratory invasiveness and malignant potential of pancreatic cancer cells. The present results demonstrated that RRM1 has a critical role in the biological gene program that regulates the extracellular matrix, which promotes the aggressive malignant phenotype of pancreatic cancer.
Journal • Epigenetic controller
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RRM1 (Ribonucleotide Reductase Catalytic Subunit M1) • CDH2 (Cadherin 2)
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RRM1 expression
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gemcitabine
1year
The Clinical and Prognostic Significance of Ribonucleotide Reductase Subunits RRM1 and RRM2 mRNA Levels in Patients with Chronic Lymphocytic Leukemia. (PubMed, Clin Hematol Int)
Higher M2 mRNA levels were found in patients without lymphadenopathy (p = .048), Rai stage 0 (p = 0.025) and Trisomy 12 (p = 0.025). The correlation between RNR subunits and clinic-biological characteristics in CLL patients demonstrate RNR's potential role as a prognostic factor.
Journal
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RRM1 (Ribonucleotide Reductase Catalytic Subunit M1) • RRM2 (Ribonucleotide Reductase Regulatory Subunit M2) • GAPDH (Glyceraldehyde-3-Phosphate Dehydrogenase)
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RRM1 expression • TS 12
over1year
Prognostic and Immunological Potential of Ribonucleotide Reductase Subunits in Liver Cancer. (PubMed, Oxid Med Cell Longev)
Chemosensitivity analysis revealed that sensitivity of nelarabine was positively associated with high expressions of RRM1 and RRM2. The sensitivity of rapamycin was positively associated with high expressions of RRM2B. Our findings demonstrated high expression profiles of RR subunits in liver cancer, which may provide novel insights for predicting the poor prognosis and increased chemosensitivity of liver cancer in clinic.
Journal
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RRM1 (Ribonucleotide Reductase Catalytic Subunit M1) • RRM2 (Ribonucleotide Reductase Regulatory Subunit M2)
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RRM1 expression
|
sirolimus • nelarabine
over1year
The Predictive Value of ERCC1, RRM1, and Thymidylate Synthase in Advanced Malignant Pleural Mesothelioma Patients Treated with Platinum-Based Chemotherapy. (PubMed, Asian Pac J Cancer Prev)
Decreased TS protein expression can be indicative of greater responsivness to pemtrexed and of longer TTP and OS in individuals with advanced MPM (locally progressed or metastatic) who are receiving pemetrexed-based chemotheraphy. Low ERCC1 expressions in individuals with advanced MPM can predict increased PFS and OS, as well as a better responsivness to platinum-based chemotherapy. In patients with progressed MPM receiving gemcitabine plus cisplatin chemotherapy, lower RRM1 expression was associated with a better prognosis, longer PFS, and longer OS.
Journal • Metastases
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ERCC1 (Excision repair cross-complementation group 1) • TYMS (Thymidylate Synthetase) • RRM1 (Ribonucleotide Reductase Catalytic Subunit M1) • CORIN (Corin, Serine Peptidase)
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ERCC1 underexpression • ERCC1 expression • RRM1 expression • TYMS expression
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cisplatin • gemcitabine • pemetrexed
over1year
Morphological predictors of the efficacy of mitotane therapy in adrenocortical cancer (PubMed, Probl Endokrinol (Mosk))
Consistent with the findings in our study, low expression of RRM1, CYP2W1 and SOAT1 was associated with worse DFS with antitumor therapy. The results of the work indicate the need to assess the levels of immunoreactivity of these markers in patients with ACC before starting treatment with mitotane in order to predict the efficiency of therapy.
Journal
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RRM1 (Ribonucleotide Reductase Catalytic Subunit M1) • CYP2W1 (Cytochrome P450 Family 2 Subfamily W Member 1)
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RRM1 underexpression • RRM1 expression
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Lysodren (mitotane)
over1year
Comparative proteomic analysis identifies key metabolic regulators of gemcitabine resistance in pancreatic cancer. (PubMed, Mol Cell Proteomics)
Temporal protein-level Gem responses of MIAPaCa-2 vs. GemR cell lines (intrinsically GemR PANC-1 and acquired GemR MIA-GR8) implicate adaptive changes in cellular response systems for cell proliferation, and drug transport and metabolism, which reduce cytotoxic Gem metabolites, in DNA repair, and additional responses, as key contributors to the complexity of GemR in PDAC. These findings additionally suggest targetable therapeutic vulnerabilities for GemR PDAC patients.
Journal
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RRM1 (Ribonucleotide Reductase Catalytic Subunit M1) • S100A4 (S100 calcium binding protein A4)
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RRM1 expression
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gemcitabine
over1year
High Glucose Promotes Pancreatic Ductal Adenocarcinoma Gemcitabine Resistance and Invasion through Modulating ROS/MMP-3 Signaling Pathway. (PubMed, Oxid Med Cell Longev)
In conclusion, a high glucose environment induces gemcitabine resistance and cancer invasion via ROS/MMP-3 signaling pathway. MMP-3 can be a potential novel target for suppressing gemcitabine resistance and invasion in PDA.
Journal
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RRM1 (Ribonucleotide Reductase Catalytic Subunit M1) • NOX4 (NADPH Oxidase 4) • MMP3 (Matrix metallopeptidase 3)
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RRM1 expression
|
gemcitabine
over1year
Identification of a chromatin regulator signature and potential prognostic ability for adrenocortical carcinoma. (PubMed, Front Genet)
In addition, high-risk cases exhibited higher sensitivity to etoposide and doxorubicin. Additionally, low-risk patients had significantly decreased expression of RRM1 compared with high-risk cases, suggesting the better effect of mitotane treatment...Drug sensitivity analysis also supported the current clinical treatment plan. Moreover, this study will provide reliable ideas and evidence for diagnosing and treating ACC in the clinic.
Journal
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CD4 (CD4 Molecule) • RRM1 (Ribonucleotide Reductase Catalytic Subunit M1)
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RRM1 expression
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doxorubicin hydrochloride • etoposide IV • Lysodren (mitotane)
2years
Proteomic profiling reveals CDK6 upregulation as a targetable resistance mechanism for lenalidomide in multiple myeloma. (PubMed, Nat Commun)
The immunomodulatory drugs (IMiDs) lenalidomide and pomalidomide are highly effective treatments for multiple myeloma. Overexpression of CDK6 in multiple myeloma cell lines reduces sensitivity to IMiDs while CDK6 inhibition by palbociclib or CDK6 degradation by proteolysis targeting chimeras (PROTACs) is highly synergistic with IMiDs in vitro and in vivo. This work identifies CDK6 upregulation as a druggable target in IMiD-resistant multiple myeloma and highlights the use of proteomic studies to uncover non-genetic resistance mechanisms in cancer.
Journal
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CDK6 (Cyclin-dependent kinase 6) • RRM1 (Ribonucleotide Reductase Catalytic Subunit M1) • TRIP13 (Thyroid Hormone Receptor Interactor 13)
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CDK6 overexpression • RRM1 expression • CDK6 expression
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Ibrance (palbociclib) • lenalidomide • pomalidomide
2years
High Expression of RRM1 Mediated by ncRNAs Correlates with Poor Prognosis and Tumor Immune Infiltration of Hepatocellular Carcinoma. (PubMed, Int J Gen Med)
In addition, RRM1 levels were significantly and positively correlated with tumor immune cell infiltration, immune cell biomarker or immune checkpoint expression. These results suggest that high expression of RRM1 mediated by ncRNAs is associated with poor prognosis and tumor immune infiltration in HCC.
Journal
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RRM1 (Ribonucleotide Reductase Catalytic Subunit M1)
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RRM1 expression
2years
Predictive and Prognostic Significance of mRNA Expression and DNA Copies Aberrations of ERCC1, RRM1, TOP1, TOP2A, TUBB3, TYMS, and GSTP1 Genes in Patients with Breast Cancer. (PubMed, Diagnostics (Basel))
Thus, a complex assessment of the chemotherapy's gene expression is important not only for understanding the heterogeneity and molecular biology of breast cancer but also to obtain a more accurate disease prognosis.
Journal
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TOP2A (DNA topoisomerase 2-alpha) • ERCC1 (Excision repair cross-complementation group 1) • TUBB3 (Tubulin beta 3 class III) • GSTP1 (Glutathione S-transferase pi 1) • TYMS (Thymidylate Synthetase) • RRM1 (Ribonucleotide Reductase Catalytic Subunit M1)
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RRM1 expression • TOP2A expression
over2years
Platycodon D-induced A549 cell apoptosis through RRM1-regulated p53/VEGF/MMP2 pathway. (PubMed, Anticancer Agents Med Chem)
The results suggested that PD could inhibit A549 cell proliferation and induce cell apoptosis by regulating p53/VEGF/MMP2 pathway, in which RRM1 plays an important role directly.
Journal
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MMP2 (Matrix metallopeptidase 2) • RRM1 (Ribonucleotide Reductase Catalytic Subunit M1) • CASP3 (Caspase 3)
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TP53 expression • RRM1 expression
over2years
A Study of Ribonucleotide Reductase mRNA Expression and Its Prognostic Role in Patients with Chronic Lymphocytic Leukemia (ASH 2021)
Therefore, these results demonstrate RNR's potential role as a prognostic factor, and make it a probable therapeutic target. A study including a larger number of cases could further confirm our results.
Clinical
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TP53 (Tumor protein P53) • RRM1 (Ribonucleotide Reductase Catalytic Subunit M1) • RRM2 (Ribonucleotide Reductase Regulatory Subunit M2) • GAPDH (Glyceraldehyde-3-Phosphate Dehydrogenase)
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TP53 deletion • TP53 expression • RRM1 expression • TS 12
over2years
RRM1 Expression as a Prognostic Biomarker for Unresectable or Recurrent Biliary Tract Cancer Treated with Gemcitabine plus Cisplatin. (PubMed, J Clin Med)
Increased intratumoral expression of RRM1 on immunohistochemical staining may be a biomarker predicting poor survival in patients with GP chemotherapy for advanced BTC. Large-scale well-predefined prospective research is needed to validate the utility of biomarkers in clinical practice.
Journal
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RRM1 (Ribonucleotide Reductase Catalytic Subunit M1) • DCK (Deoxycytidine Kinase 2) • SLC29A1 (Solute Carrier Family 29 Member 1)
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RRM1 expression
|
cisplatin • gemcitabine
over2years
RRM1 and ERCC1 as biomarkers in patients with locally advanced and metastatic malignant pleural mesothelioma treated with continuous infusion of low-dose gemcitabine plus cisplatin. (PubMed, BMC Cancer)
ERCC1 and RRM1 are useful biomarkers that predict better survival outcomes in patients with advanced MPM treated with continuous infusion of gemcitabine plus cisplatin.
Clinical • Journal
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ERCC1 (Excision repair cross-complementation group 1) • RRM1 (Ribonucleotide Reductase Catalytic Subunit M1) • RRM2 (Ribonucleotide Reductase Regulatory Subunit M2)
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RRM1 expression
|
cisplatin • gemcitabine
over2years
Prospective Clinical Study of Postoperative Individualized Adjuvant Chemotherapy for Patients with Non-Small-Cell Lung Cancer Based on mRNA Expression of the Molecular Markers RRM1, TUBB3, and ERCC1. (PubMed, J Oncol)
The control group randomly received chemotherapy with gemcitabine plus cisplatin or paclitaxel plus cisplatin. The selection of chemotherapy regimen based on mRNA expression of the RRM1, TUBB3, and ERCC1 genes may improve selection of candidate patients to receive clinical chemotherapy. However, large-scale prospective clinical studies are needed for in-depth investigation.
Clinical • Journal
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ERCC1 (Excision repair cross-complementation group 1) • TUBB3 (Tubulin beta 3 class III) • RRM1 (Ribonucleotide Reductase Catalytic Subunit M1)
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RRM1 underexpression • RRM1 expression
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cisplatin • gemcitabine • paclitaxel
over2years
Berberine inhibits non-small cell lung cancer cell growth through repressing DNA repair and replication rather than through apoptosis. (PubMed, Clin Exp Pharmacol Physiol)
Our findings demonstrate that berberine inhibits NSCLC cells growth through repressing DNA repair and replication rather than through apoptosis. Berberine could be used as a promising therapeutic candidate for NSCLC patients.
Journal • PARP Biomarker
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RRM1 (Ribonucleotide Reductase Catalytic Subunit M1) • CASP3 (Caspase 3) • RRM2 (Ribonucleotide Reductase Regulatory Subunit M2) • LRIG1 (Leucine Rich Repeats And Immunoglobulin Like Domains 1)
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RRM1 expression