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Comparative Lesions Analysis Through a Targeted Sequencing Approach
Published on: November 5, 2019
Integrative bioinformatics analysis the clinical value of KMT5A in different subtypes of lung cancer
Shanshan Liu1, Wenjuan Tian2, Burong Li3
1Department of Clinical Laboratory, Second Affiliated Hospital, Xi'an Jiaotong University, Xi'an, Shaanxi 710004, China; School of Medicine, Xi'an Jiaotong University, Xi'an, Shaanxi 710061, China.
Abstract:
To combat cancer disease, The Cancer Genome Atlas (TCGA) collects a large amount of information through high-throughput genome analysis technology. At present, there are only few treatments available for lung squamous cell carcinoma (LUSC). Although lysine methyltransferase 5A (KMT5A) is considered as a new biomarker for LUSC, its functionalities needs to be confirmed clinically in lung adenocarcinoma (LUAD). Therefore, in the current investigation we obtained the expression data of KMT5A in LUSC and LUAD by TCGA database. This study evaluated the prognostic value of KMT5A expression in LUAD and LUSC, and discussed the relevant biological pathways of KMT5A involved in the pathogenesis of LUAD and LUSC. KMT5A was highly expressed in LUAD and LUSC cancer tissues. The overall survival analysis revealed that the prognosis of high expression group was poor for LUAD, but was opposite in LUSC. In LUAD, the expression of KMT5A was significantly correlated with age (P = 0.029), gender (P = 0.001) and m (P = 0.042). Logistic regression showed that gender was significantly correlated with poor prognosis of LUAD (P = 0.00175). Multivariate analysis of Cox proportional hazards model exhibited that KMT5A risk ratio (HR) was 0.97, 95% confidence interval (CI), 0.94-1.0, P = 0.026. Age (P = 0.044), t (P = 0.031), m (P = 0.047) were the independent prognostic factors of LUSC patients, while the stage was the independent prognostic factor of LUAD (P < 0.001). Genome enrichment analysis presented that LUSC was differentially enriched with antigen processing and presentation, cell adhesion molecules, cytokine receptor interaction, ECM receptor interaction, etc. LUAD was differentially enriched with apoptosis, cancer pathway, vascular endothelial growth factor signaling pathway and wnt signaling pathway. Overall, this study presented the clinical value of KMT5A in LUSC and LUAD and suggested the possible pathways involved.
Insights
Lysine methyltransferase 5A (KMT5A) shows differential expression and prognostic value in lung squamous cell carcinoma (LUSC) and lung adenocarcinoma (LUAD). KMT5A is a poor prognostic factor in LUAD but a good prognostic factor in LUSC.
Area of Science:
- Oncology
- Genomics
- Molecular Biology
Background:
- Lung squamous cell carcinoma (LUSC) and lung adenocarcinoma (LUAD) are major subtypes of non-small cell lung cancer with limited treatment options.
- Lysine methyltransferase 5A (KMT5A) is a potential biomarker for LUSC, but its clinical significance in LUAD requires further investigation.
Purpose of the Study:
- To evaluate the prognostic value of KMT5A expression in LUAD and LUSC using The Cancer Genome Atlas (TCGA) database.
- To explore the biological pathways associated with KMT5A in the pathogenesis of LUAD and LUSC.
Main Methods:
- Utilized TCGA data to analyze KMT5A expression levels in LUAD and LUSC tissues.
- Performed overall survival analysis, logistic regression, and Cox proportional hazards modeling to assess prognostic significance.
- Conducted genome enrichment analysis to identify relevant biological pathways.
Main Results:
- KMT5A was highly expressed in both LUAD and LUSC tissues.
- High KMT5A expression correlated with poor prognosis in LUAD, but favorable prognosis in LUSC.
- KMT5A expression was significantly associated with age, gender, and metastasis in LUAD. Stage was an independent prognostic factor for LUAD, while age, tumor stage, and metastasis were independent prognostic factors for LUSC.
Conclusions:
- KMT5A exhibits distinct clinical and prognostic values in LUAD and LUSC.
- Identified potential KMT5A-associated pathways, including apoptosis and Wnt signaling in LUAD, and antigen processing and presentation in LUSC, offering insights into therapeutic strategies.
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