ArticleInternational journal of molecular medicine2018
A novel scoring system for acute myeloid leukemia risk assessment based on the expression levels of six genes.
Article in International journal of molecular medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.
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31 citing papers in PubMed, 43 citations in OpenAlex.
- Identification of Prognostic-Related Genes in Acute Myeloid Leukemia: A Study Based on TCGA Data Analysis.Biochemical genetics · 2026Article
- TREML2 enhances sensitivity of acute myeloid leukemia cells to chemotherapy by inhibiting the NF-κB/CXCL10 pathway.Blood science (Baltimore, Md.) · 2025Article
- Pan-cancer analysis of DDIT4 identifying its prognostic value and function in acute myeloid leukemia.Journal of cancer research and clinical oncology · 2024Article
- Exploring Amino Acid Transporters as Therapeutic Targets for Cancer: An Examination of Inhibitor Structures, Selectivity Issues, and Discovery Approaches.Pharmaceutics · 2024Review
- CLEC11A expression as a prognostic biomarker in correlation to immune cells of gastric cancer.Biomolecules & biomedicine · 2024Article
- Identification of hub genes and potential molecular mechanisms related to drug sensitivity in acute myeloid leukemia based on machine learning.Frontiers in pharmacology · 2024Article
- Clinicopathological characteristics of invasive stratified mucinous carcinoma of the cervix and the expression and clinical significance of SLC7A11, SLC3A2 and PD-L1.Frontiers in oncology · 2024Article
- DoSurvive: A webtool for investigating the prognostic power of a single or combined cancer biomarker.iScience · 2023Article
- Super-enhancer-associated gene CAPG promotes AML progression.Communications biology · 2023Article
- SPINK2 Protein Expression Is an Independent Adverse Prognostic Marker in AML and Is Potentially Implicated in the Regulation of Ferroptosis and Immune Response.International journal of molecular sciences · 2023Article
- Dissection of pyroptosis-related prognostic signature and CASP6-mediated regulation in pancreatic adenocarcinoma: new sights to clinical decision-making.Apoptosis : an international journal on programmed cell death · 2023Article
- Uncovering expression signatures of synergistic drug responses via ensembles of explainable machine-learning models.Nature biomedical engineering · 2023Article
- Investigation of distinct gene expression profile patterns that can improve the classification of intermediate-risk prognosis in AML patients.Frontiers in genetics · 2023Article
- Molecular subtyping of acute myeloid leukemia through ferroptosis signatures predicts prognosis and deciphers the immune microenvironment.Frontiers in cell and developmental biology · 2023Article
- Inflammatory bone marrow signaling in pediatric acute myeloid leukemia distinguishes patients with poor outcomes.Nature communications · 2022Article
- The Role of Cystine/Glutamate Antiporter SLC7A11/xCT in the Pathophysiology of Cancer.Frontiers in oncology · 2022Review
- Glutamatergic system components as potential biomarkers and therapeutic targets in cancer in non-neural organs.Frontiers in endocrinology · 2022Review
- Comprehensive analysis of cytoskeleton regulatory genes identifies ezrin as a prognostic marker and molecular target in acute myeloid leukemia.Cellular oncology (Dordrecht, Netherlands) · 2021Article
- Establishment of Prognosis Model in Acute Myeloid Leukemia Based on Hypoxia Microenvironment, and Exploration of Hypoxia-Related Mechanisms.Frontiers in genetics · 2021Article
- Targeting Amino Acid Metabolic Vulnerabilities in Myeloid Malignancies.Frontiers in oncology · 2021Review
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Authors and funding
3 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Acute myeloid leukemia (AML) is the most common type of acute leukemia and is a heterogeneous clonal disorder. At present, the pathogenesis of AML and potential methods to effectively prevent AML have become areas of interest in research. In the present study, two messenger ribonucleic acid sequencing datasets of patients with AML were downloaded from the Cancer Genome Atlas and Gene Expression Omnibus databases. The differentially expressed genes (DEGs) of the poor and good prognosis groups were screened using the Linear Models for Microarray Data package, and the prognosis‑related genes were screened using univariate Cox regression analysis. A total of 206 significant DEGs were identified. Following univariate and multivariate Cox regression analysis, 14 genes significantly associated with prognosis were screened and six of these genes, including triggering receptor expressed on myeloid cells 2 (TREML2), cysteine‑glutamate transporter (SLC7A11), NACHT, LRR, and PYD domains‑containing protein 2 (NLRP2), DNA damage‑inducible transcript 4 protein (DDIT4), lymphocyte‑specific protein 1 (LSP1) and C‑type lectin domain family 11 member A (CLEC11A), were used to construct model equations for risk assessment. The prognostic scoring system was used to evaluate risk for each patient, and the results showed that patients in the low‑risk group had a longer survival time, compared with those in the high‑risk group (P=9.59e‑06 for the training dataset and P=0.00543 for the validation dataset). A total of eight main Kyoto Encyclopedia of Genes and Genomes pathways were identified, the top three of which were hematopoietic cell lineage, focal adhesion, and regulation of actin cytoskeleton. Taken together, the results showed that the scoring system established in the present study was credible and that the six genes were identified, which were significantly associated with the risk assessment of AML, offer potential as prognostic biomarkers. These findings may provide clues for further clarifying the pathogenesis of AML.
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