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An Orthotopic Mouse Model of Anaplastic Thyroid Carcinoma
Published on: April 17, 2013
Influence of the tumor microenvironment on genetic mutations in thyroid carcinoma
Lingyan Zhou1, Shujian Xu1, Yuwen Song2
1Department of Endocrinology and Metabolism, The Second Qilu Hospital of Shandong University, Jinan, Shandong, China.
Abstract:
In contrast to cancers with high immunotherapy responsiveness, such as lung cancer and melanoma, thyroid carcinoma (THCA) immunotherapy remains investigational. To establish a theoretical foundation for THCA immunotherapy, we investigated the association between genetic mutations and tumor microenvironment (TME) by analyzing RNA-sequencing data and somatic mutation profiles from 571 THCA samples in The Cancer Genome Atlas (TCGA) database. The ESTIMATE algorithm was first applied to calculate ImmuneScores and StromalScores. Samples were subsequently stratified into immune-high and immune-low groups, as well as stromal-high and stromal-low groups, based on median score thresholds. We then identified differentially expressed genes (DEGs) and differentially mutated genes (DMGs). Significant disparities in mutation frequencies of BRAF, NRAS, and HRAS were observed both between immune stratification groups (high vs low) and stromal stratification groups (high vs low). Correlation analysis between DMGs and clinicopathological features revealed that BRAF/NRAS expression levels were associated with THCA clinical stage. CIBERSORT computational algorithm was also used to quantify the relative abundance of tumor-infiltrating immune cells (TICs), demonstrating that 11 types of activated TICs were strongly associated with BRAF expression. Finally, we examined target DMGs expression in relation to immune checkpoint proteins (ICPs) to identify potential therapeutic targets. THCA specimens with suppressed BRAF expression demonstrated upregulated ICPs expression, indicating potential susceptibility to checkpoint blockade immunotherapy.
Insights
Thyroid cancer immunotherapy is under investigation. This study links genetic mutations like BRAF to the tumor microenvironment, suggesting BRAF-suppressed tumors may respond to immunotherapy.
Area of Science:
- Oncology
- Genomics
- Immunology
Background:
- Thyroid carcinoma (THCA) immunotherapy response is largely unknown, unlike lung cancer and melanoma.
- Understanding THCA's tumor microenvironment (TME) and genetic landscape is crucial for developing effective immunotherapies.
Purpose of the Study:
- To investigate the relationship between genetic mutations and the TME in THCA.
- To identify potential therapeutic targets for THCA immunotherapy.
Main Methods:
- Analyzed RNA-sequencing and somatic mutation data from 571 THCA samples (TCGA).
- Utilized ESTIMATE and CIBERSORT algorithms to assess immune and stromal scores and quantify tumor-infiltrating immune cells (TICs).
- Identified differentially expressed genes (DEGs) and differentially mutated genes (DMGs), correlating them with clinicopathological features and immune checkpoint proteins (ICPs).
Main Results:
- Significant disparities in BRAF, NRAS, and HRAS mutation frequencies were found between immune and stromal subgroups.
- BRAF/NRAS expression correlated with THCA clinical stage.
- BRAF expression was associated with 11 activated TICs, and suppressed BRAF expression correlated with upregulated ICPs.
Conclusions:
- Genetic mutations, particularly BRAF, play a significant role in shaping the THCA TME.
- THCA with suppressed BRAF expression may be susceptible to immune checkpoint blockade immunotherapy, highlighting potential therapeutic strategies.
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