ArticleFrontiers in oncology2020
A Novel Immune-Related Competing Endogenous RNA Network Predicts Prognosis of Acute Myeloid Leukemia.
Article in Frontiers in oncology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Construction of a New Immune-Related Competing Endogenous RNA Network with Prognostic Value in Lung Adenocarcinoma.Molecular biotechnology · 2024Article
- Upregulation of Tim-3 is associated with poor prognosis in acute myeloid leukemia.Cancer medicine · 2023Article
- Immune-relatedlncRNAs can predict the prognosis of acute myeloid leukemia.Cancer medicine · 2022Article
- Identification of the KCNQ1OT1/ miR-378a-3p/ RBMS1 Axis as a Novel Prognostic Biomarker Associated With Immune Cell Infiltration in Gastric Cancer.Frontiers in genetics · 2022Article
- A novel cuproptosis-related LncRNA signature: Prognostic and therapeutic value for acute myeloid leukemia.Frontiers in oncology · 2022Article
- The Multi-Omic Prognostic Model of Oxidative Stress-Related Genes in Acute Myeloid Leukemia.Frontiers in genetics · 2021Article
- Development and Validation of a Novel Prognostic Model for Acute Myeloid Leukemia Based on Immune-Related Genes.Frontiers in immunology · 2021Article
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Authors and funding
8 authors.
Funding
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Abstract
backgroundAcute myeloid leukemia (AML) is a genetically, biologically and clinically heterogeneous hematopoietic malignancy that is highly dependent on the bone marrow (BM) microenvironment. Infiltrated immune cells and stromal cells are an important part of the BM microenvironment and significantly affect the progression of AML. Recently, the competing endogenous RNA hypothesis has gained great interests in the study of molecular and biological mechanisms of tumor occurrence and progression. However, research on how competing endogenous RNA relates to leukemia tumor microenvironment remains uninvestigated.
methodsIn this study, mRNA, miRNA and lncRNA data and clinical information of the AML cohort were obtained from The Cancer Genome Atlas (TCGA) database, and the immune and stromal scores were calculated using the ESTIMATE algorithm.
resultsWe found that immune scores were significantly correlated with cytogenetic risk and overall survival, and also identified microenvironment-related mRNAs, miRNAs, and lncRNAs based on the immune and stromal scores. Differentially expressed mRNAs and lncRNAs were applied to weighted correlation network analysis (WGCNA) to identify the modules most relevant to the immune microenvironment of AML. Using miRNA database to predict miRNA-targeted genes, we established the immune-related competing endogenous RNA network consisting of 33 lncRNAs, 21 miRNAs and 135 mRNAs. Prognostic analysis was performed on the genes in the immune-related competing endogenous RNA network to screen out 15 lncRNAs, 2 miRNAs and 31 mRNAs with prognostic values.
conclusionIn summary, we identified a novel immune-related mRNA-miRNA-lncRNA competing endogenous RNA network associated with the prognosis of AML, which may contribute to better understanding of the development and progression of AML and to serve as novel therapeutic targets.
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