ArticleFrontiers in immunology2021
NPM1 Is a Prognostic Biomarker Involved in Immune Infiltration of Lung Adenocarcinoma and Associated With m6A Modification and Glycolysis.
Article in Frontiers in immunology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 97 papers.
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Who cites it
97 citing papers in PubMed, 129 citations in OpenAlex.
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- Integrating Bioinformatics and Experimental Validation Identify CCNA2 as a Novel Prognostic Biomarker and Tumor Promoter via the PI3K/AKT Pathway in Lung Adenocarcinoma.International journal of general medicine · 2026Article
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- RNA modifications: roles in immune cell biology and tumor regulation.Cancer cell international · 2025Review
- Guanylate-binding proteins score and a CBFA2T3-included risk model define immune microenvironment and chemosensitivity in lung adenocarcinoma.European journal of medical research · 2025Article
- Mitochondria at the intersections of RNA modifications and metabolism reprogramming implications in cell death, tumor microenvironment, and immunotherapy.Journal of hematology & oncology · 2025Review
- Molecular subtyping and a seven-gene immune signature reveal heterogeneity in tumor microenvironment and prognosis of lung adenocarcinoma.European journal of medical research · 2025Article
- N6-Methyladenosine Modification of PERP by RBM15 Enhances the Tumorigenesis of Lung Adenocarcinoma via p53 Signaling Pathway.Molecular biotechnology · 2025Article
- Sirtuin family in lung adenocarcinoma.Discover oncology · 2025Review
- Identification of exosome-related genes in NSCLC via integrated bioinformatics and machine learning analysis.Scientific reports · 2025Article
- Zinc Finger Protein-Based Prognostic Signature Predicts Survival in Lung Adenocarcinoma.Cancers · 2025Article
37 more citing papers are in PubMed but not listed here.
Corrections and comments
- Erratum issued
Authors and funding
7 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Overexpression of NPM1 can promote the growth and proliferation of various tumor cells. However, there are few studies on the comprehensive analysis of NPM1 in lung adenocarcinoma (LUAD). Methods: TCGA and GEO data sets were used to analyze the expression of NPM1 in LUAD and clinicopathological analysis. The GO/KEGG enrichment analysis of NPM1 co-expression and gene set enrichment analysis (GSEA) were performed using R software package. The relationship between NPM1 expression and LUAD immune infiltration was analyzed using TIMER, GEPIA database and TCGA data sets, and the relationship between NPM1 expression level and LUAD m6A modification and glycolysis was analyzed using TCGA and GEO data sets. Results: NPM1 was overexpressed in a variety of tumors including LUAD, and the ROC curve showed that NPM1 had a certain accuracy in predicting the outcome of tumors and normal samples. The expression level of NPM1 in LUAD is significantly related to tumor stage and prognosis. The GO/KEGG enrichment analysis indicated that NPM1 was closely related to translational initiation, ribosome, structural constituent of ribosome, ribosome, Parkinson disease, and RNA transport. GSEA showed that the main enrichment pathway of NPM1-related differential genes was mainly related to mTORC1 mediated signaling, p53 hypoxia pathway, signaling by EGFR in cancer, antigen activates B cell receptor BCR leading to generation of second messengers, aerobic glycolysis and methylation pathways. The analysis of TIMER, GEPIA database and TCGA data sets showed that the expression level of NPM1 was negatively correlated with B cells and NK cells. The TCGA and GEO data sets analysis indicated that the NPM1 expression was significantly correlated with one m6A modifier related gene (YTHDF2) and five glycolysis related genes (ENO1, HK2, LDHA, LDHB and SLC2A1). Conclusion: NPM1 is a prognostic biomarker involved in immune infiltration of LUAD and associated with m6A modification and glycolysis. NPM1 can be used as an effective target for diagnosis and treatment of LUAD.
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