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Engineering Artificial Factors to Specifically Manipulate Alternative Splicing in Human Cells
Published on: April 26, 2017
Alternative splicing and alternative polyadenylation define tumor immune microenvironment and pharmacogenomic
Weimin Zhong1, Yulong Wu2, Maoshu Zhu1
1Central Laboratory at The Fifth Hospital of Xiamen, Xiamen 361101, Fujian Province, China.
Abstract:
Two major posttranscriptional mechanisms-alternative splicing (AS) and alternative polyadenylation (APA)-have attracted much attention in cancer research. Nevertheless, their roles in clear cell renal carcinoma (ccRCC) are still ill defined. Herein, this study was conducted to uncover the implications of AS and APA events in ccRCC progression. Through consensus molecular clustering analysis, two AS or APA RNA processing phenotypes were separately constructed with distinct prognosis, tumor-infiltrating immune cells, responses to immunotherapy, and chemotherapy. The AS or APA score was constructed to quantify AS or APA RNA processing patterns of individual ccRCCs with principal-component analysis. Both high AS and APA scores were characterized by undesirable survival outcomes, relatively high response to immunotherapy, and low sensitivity to targeted drugs, such as sorafenib and pazopanib. Moreover, several small molecular compounds were predicted for patients with a high AS or APA score. There was a positive correlation between AS and APA scores. Their interplay contributed to poor prognosis and reshaped the tumor immune microenvironment. Collectively, this study is the first to comprehensively analyze two major posttranscriptional events in ccRCC. Our findings uncovered the potential functions of AS and APA events and identified their therapeutic potential in immunotherapy and targeted therapy.
Insights
This study reveals how alternative splicing (AS) and alternative polyadenylation (APA) impact clear cell renal cell carcinoma (ccRCC). High AS and APA scores correlate with poor prognosis but may indicate better immunotherapy response.
Area of Science:
- Molecular Biology
- Oncology
- Genomics
Background:
- Alternative splicing (AS) and alternative polyadenylation (APA) are key posttranscriptional RNA processing events.
- The roles of AS and APA in clear cell renal cell carcinoma (ccRCC) progression are not well understood.
Purpose of the Study:
- To investigate the implications of AS and APA events in ccRCC progression.
- To define AS and APA RNA processing phenotypes in ccRCC.
- To develop a scoring system to quantify AS and APA patterns in ccRCC.
Main Methods:
- Consensus molecular clustering analysis to identify AS/APA phenotypes.
- Principal-component analysis to construct AS/APA scores.
- Correlation analysis between AS, APA, prognosis, and immune microenvironment.
Main Results:
- Two distinct AS or APA RNA processing phenotypes were identified, associated with different prognoses, immune cell infiltration, and treatment responses.
- High AS and APA scores correlated with poorer survival, higher response to immunotherapy, and lower sensitivity to targeted therapies (e.g., sorafenib, pazopanib).
- A positive correlation between AS and APA scores was observed, with their interplay affecting prognosis and the tumor immune microenvironment.
Conclusions:
- This is the first comprehensive analysis of AS and APA in ccRCC.
- AS and APA events play significant roles in ccRCC progression, influencing prognosis and immune evasion.
- AS and APA patterns offer potential therapeutic targets for immunotherapy and targeted therapy in ccRCC.
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