ArticleAmerican journal of cancer research2023
N7-methylguanosine regulatory genes well represented by METTL1 define vastly different prognostic, immune and therapy landscapes in adrenocortical carcinoma.
Article in American journal of cancer research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed, 17 citations in OpenAlex.
- CTCF-FXN regulatory axis plays critical roles in clinical assessments and disease progression of primary open-angle glaucoma.Journal of molecular medicine (Berlin, Germany) · 2026Article
- METTL1/WDR4 Complex: A Novel Epitranscriptomic Target at the Crossroads of RNA Methylation and Drug Discovery.Journal of medicinal chemistry · 2026Review
- Ferroptosis regulator NOX1 acts a diagnostic biomarker and mediates disease progression with the transcriptional regulation of STAT3 in glaucoma.Indian journal of ophthalmology · 2026Article
- Single-cell and experimental analyses identify mitochondria-related genes Hmgcs2, Nudt5, and Cpt1c in painful diabetic peripheral neuropathy.Scientific reports · 2026Article
- ASCL2 contributes to clinical assessments of breast cancer and mediates tumor progression via the interaction with CLDN3.Scientific reports · 2025Article
- The methyltransferase-like proteins as core regulators of nucleic acid modifications and post-translation modification of proteins in disease pathogenesis and therapeutic implications.Biomarker research · 2025Review
- Deciphering the secret codes in NClinical and translational medicine · 2025Review
- N7-methylguanosine modification in cancers: from mechanisms to therapeutic potential.Journal of hematology & oncology · 2025Review
- METTL1 in human cancers: recognition of their functions, mechanisms and therapeutic value.Oncology reviews · 2025Review
- Upregulated m7G methyltransferase METTL1 is a potential biomarker and tumor promoter in skin cutaneous melanoma.Frontiers in immunology · 2025Article
- The expression of mercaptopyruvate sulfurtransferase serves as a potential biomarker for prognostic stratification and immunotherapy in certain cancers.Frontiers in oncology · 2025Article
- The emerging roles of METTL1-mediated tRNA mFrontiers in immunology · 2025Review
- Multiple machine learning algorithms, validation of external clinical cohort and assessments of model gain effects will better serve cancer research on bioinformatic models.Cancer cell international · 2024Article
- METTL Family in Healthy and Disease.Molecular biomedicine · 2024Review
- The role of RNA methylation in tumor immunity and its potential in immunotherapy.Molecular cancer · 2024Review
- RNA methylation-related inhibitors: Biological basis and therapeutic potential for cancer therapy.Clinical and translational medicine · 2024Review
- RNA modifications in cellular metabolism: implications for metabolism-targeted therapy and immunotherapy.Signal transduction and targeted therapy · 2024Review
- Bibliometric analysis and visualization of the research on the relationship between RNA methylation and immune cell infiltration in tumors.Frontiers in immunology · 2024Article
- M7G-related tumor immunity: novel insights of RNA modification and potential therapeutic targets.International journal of biological sciences · 2024Review
- Commentary: Immune cell infiltration and prognostic index in cervical cancer: insights from metabolism-related differential genes.Frontiers in immunology · 2024Article
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Authors and funding
9 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Although N7-methylguanosine (m7G) is one of the most frequent RNA modifications, it has received little attention. Adrenocortical carcinoma (ACC) is a highly malignant and easily metastatic tumor, eagerly needing for novel therapeutic strategy. Herein, a novel m7G risk signature (METTL1, NCBP1, NUDT1 and NUDT5) was constructed using the Lasso regression analysis. It possessed highly prognostic value and could improve the predictive accuracy and clinical making-decision benefit of traditional prognostic model. Its prognostic value was also successfully validated in GSE19750 cohort. Through CIBERSORT, ESTIMATE, ssGSEA and GSEA analyzes, high-m7G risk score was found to be closely associated with increased enrichment of glycolysis and suppression of anti-cancer immune response. Therapeutic correlation of m7G risk signature was also investigated using tumor mutation burden, the expressions of immune checkpoints, TIDE score, IMvigor 210 cohort and TCGA cohort. m7G risk score was a potential biomarker for predicting the efficacy of ICBs and mitotane. Furthermore, we explored the biofunctions of METTL1 in ACC cells through a series of experimentations. Overexpression of METTL1 stimulated the proliferation, migration and invasion of H295R and SW13 cells. Immunofluorescence assays revealed that the infiltrating levels of CD8+ T cells was lower and that of macrophages was higher in clinical ACC samples with high METTL1 expression compared to that in low expression ones. Silencing METTL1 could significantly inhibited tumor growth in mouse xenograft model. Western blot assays showed that METTL1 positively regulated the expression of glycolysis rate-limiting enzyme HK1. Finally, miR-885-5p and CEBPB were predicted as the upstream regulators of METTL1 through data mining of the public databases. In conclusions, m7G regulatory genes well represented by METTL1 profoundly affected the prognosis, tumor immune, therapeutic outcomes, and malignant progression of ACC.
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Identifiers
36895966PMC9989616W4323809389What OpenQuestion holds
Registered trials
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.