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Published on: July 22, 2020
Genes and pathways identified in thyroid carcinoma based on bioinformatics analysis
Abstract:
The objective of this study was to investigate the key genes and pathways associated with thyroid carcinoma. Based on the microarray data of GSE27155, we identified the differentially expressed genes (DEGs) between four types of thyroid carcinoma samples (papillary carcinoma (PTC), oncocytic carcinoma (OTC), follicular carcinoma (FTC) and anaplastic carcinoma (ATC)) and normal controls. With the obtained DEGs, we performed gene functional interaction (FI) network analysis. Then we conducted Venn diagram analysis to identify the intersection and specific DEGs of the four types of thyroid carcinomas. The intersections DEGs were performed by functional enrichment and transcription factor (TF) prediction analyses. These specific DEGs were performed by pathway enrichment analysis. There were respectively 323, 318, 118 and 1005 DEGs identified in PTC, OTC, FTC and ATC. Twelve sub-network modules were extracted based on gene FI network analysis and eight thyroid carcinoma-associated DEGs were involved in the network, such as TIMP1. Based on the Venn diagram analysis, 27 common DEGs were identified, such as HMGB3 which was regulated by TF of NKX3-1. There were 149 PTC-specific DEGs (like CLDN1), 160 OTC-specific DEGs, 94 FTC-specific DEGs (like PPARG), and 789 ATC-specific DEGs (like CDK1). They were enriched in some pathways, such as Cell cycle, Citrate cycle, and Oxidative phosphorylation. TIMP1, HMGB3, CLDN1, CDK1 and PPARG as well as pathways of Cell cycle, Citrate cycle, and Oxidative phosphorylation may play important roles in the progression of thyroid carcinoma.
Insights
This study identifies key genes and pathways in thyroid carcinoma progression. Differentially expressed genes (DEGs) like TIMP1 and HMGB3, and pathways such as Cell cycle, are crucial for various thyroid cancer types.
Area of Science:
- Genomics and Molecular Biology
- Cancer Research
- Bioinformatics
Background:
- Thyroid carcinoma encompasses several subtypes with distinct molecular characteristics.
- Understanding the genetic underpinnings of these subtypes is crucial for targeted therapies.
- Microarray data analysis offers a powerful approach to identify disease-associated genes.
Purpose of the Study:
- To identify key differentially expressed genes (DEGs) and associated pathways in four major types of thyroid carcinoma.
- To analyze gene functional interactions and identify common and specific DEGs across papillary, oncocytic, follicular, and anaplastic thyroid carcinomas.
- To explore the regulatory mechanisms and pathway involvement of identified DEGs.
Main Methods:
- Utilized microarray data (GSE27155) to identify DEGs between thyroid carcinoma subtypes and normal controls.
- Performed gene functional interaction (FI) network analysis and Venn diagram analysis for DEG intersection and specificity.
- Conducted functional enrichment, transcription factor (TF) prediction, and pathway enrichment analyses.
Main Results:
- Identified a significant number of DEGs for each thyroid carcinoma type (e.g., 1005 in anaplastic carcinoma).
- Discovered 27 common DEGs, including HMGB3 (regulated by NKX3-1), and specific DEGs like CLDN1 (PTC) and CDK1 (ATC).
- Highlighted pathways such as Cell cycle, Citrate cycle, and Oxidative phosphorylation as significantly enriched.
Conclusions:
- Genes such as TIMP1, HMGB3, CLDN1, CDK1, and PPARG are implicated in thyroid carcinoma.
- Enriched pathways including Cell cycle, Citrate cycle, and Oxidative phosphorylation likely play critical roles in thyroid cancer progression.
- These findings provide valuable insights into the molecular mechanisms driving thyroid carcinoma development.
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