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Identification of Alternative Splicing and Polyadenylation in RNA-seq Data
Published on: June 24, 2021
Comparative RNA-Seq Analysis Revealed Tissue-Specific Splicing Variations during the Generation of the PDX Model
Eun Ji Lee1, Seung-Jae Noh2, Huiseon Choi2
1Department of Physiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul 05505, Republic of Korea.
Abstract:
Tissue-specific gene expression generates fundamental differences in the function of each tissue and affects the characteristics of the tumors that are created as a result. However, it is unclear how much the tissue specificity is conserved during grafting of the primary tumor into an immune-compromised mouse model. Here, we performed a comparative RNA-seq analysis of four different primary-patient derived xenograft (PDX) tumors. The analysis revealed a conserved RNA biotype distribution of primary-PDX pairs, as revealed by previous works. Interestingly, we detected significant changes in the splicing pattern of PDX, which was mainly comprised of skipped exons. This was confirmed by splicing variant-specific RT-PCR analysis. On the other hand, the correlation analysis for the tissue-specific genes indicated overall strong positive correlations between the primary and PDX tumor pairs, with the exception of gastric cancer cases, which showed an inverse correlation. These data propose a tissue-specific change in splicing events during PDX formation as a variable factor that affects primary-PDX integrity.
Insights
Patient-derived xenografts (PDX) show conserved RNA biotypes but altered splicing patterns, particularly skipped exons. Gastric cancer PDX models exhibit inverse gene correlations, impacting tumor integrity.
Area of Science:
- Oncology
- Genomics
- Molecular Biology
Background:
- Tissue-specific gene expression dictates organ function and tumor characteristics.
- Understanding how tissue specificity is maintained in patient-derived xenografts (PDX) is crucial for cancer research.
- Immune-compromised mouse models are widely used for preclinical cancer studies.
Purpose of the Study:
- To compare gene expression and splicing patterns between primary tumors and their corresponding patient-derived xenografts (PDX).
- To assess the conservation of tissue-specific gene expression in PDX models.
- To identify alterations in RNA splicing during the formation of PDX tumors.
Main Methods:
- Comparative RNA-sequencing (RNA-seq) analysis of four primary-PDX tumor pairs.
- Analysis of RNA biotype distribution and splicing patterns.
- Correlation analysis of tissue-specific genes.
- Splicing variant-specific RT-PCR validation.
Main Results:
- Conserved RNA biotype distribution was observed between primary tumors and PDX.
- Significant changes in splicing patterns, primarily skipped exons, were detected in PDX tumors.
- Strong positive correlations in tissue-specific gene expression were found between primary and PDX pairs, except for gastric cancer.
- Gastric cancer PDX models showed an inverse correlation in tissue-specific gene expression.
Conclusions:
- PDX formation can lead to tissue-specific alterations in splicing events.
- Splicing changes represent a variable factor affecting the integrity of primary-PDX relationships.
- These findings highlight the importance of considering splicing alterations when interpreting PDX model data.
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