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A Splicing Transcriptome-Wide Association Study Identifies Candidate Altered Splicing for Prostate Cancer Risk
Yanfa Sun1,2,3,4, Ye Eun Bae5, Jingjing Zhu2
1College of Life Science, Longyan University, Longyan, P.R. China.
This study identified 120 splicing introns in 97 genes associated with prostate cancer (PCa) risk. Thirty-five novel genes were newly linked to PCa susceptibility, advancing our understanding of this common malignancy.
Area of Science:
- Genetics
- Oncology
- Molecular Biology
Background:
- Prostate cancer (PCa) poses a significant public health challenge globally.
- Numerous genetic factors contributing to PCa susceptibility remain unidentified.
- Understanding the genetic underpinnings of PCa is crucial for developing effective prevention and treatment strategies.
Purpose of the Study:
- To identify novel genetic loci and splicing introns associated with prostate cancer risk.
- To develop predictive models for PCa risk based on alternative splicing.
- To enhance the understanding of PCa etiology through genetic analysis.
Main Methods:
- Conducted a large-scale splicing transcriptome-wide association study (spTWAS) across multiple consortia.
- Utilized three distinct modeling strategies for genetic prediction of alternative splicing.
- Analyzed data from 79,194 PCa cases and 61,112 controls of European ancestry.
- Applied false discovery rate (FDR) correction for statistical significance.
Main Results:
- Identified 120 splicing introns in 97 genes associated with PCa risk (FDR <0.05).
- Fine-mapping implicated 21 splicing introns in 19 genes as potentially causal for PCa risk.
- Discovered 35 splicing introns in 34 novel genes newly associated with PCa susceptibility.
- Found 33 genes enriched in PCa-related disease and functional categories.
- Observed 11 newly identified genes enriched within cancer-related networks.
Conclusions:
- This spTWAS successfully identified novel genetic loci and splicing introns linked to prostate cancer risk.
- The findings contribute to a deeper comprehension of the genetic factors influencing PCa development.
- The identified splicing patterns and genes offer potential targets for future research into PCa etiology and management.
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