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Updated: Aug 8, 2026

Using the E1A Minigene Tool to Study mRNA Splicing Changes
Published on: April 22, 2021
Splicing factor HNRNPD and alternative splicing of MAP4K4 are associated with cell apoptosis and immune
Chunlei Yang1, Man Liao2, Haolun Xu1
1Department of Urology, Wuhan Children's Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Background:
As the most common malignant renal tumor in children, the progression of Wilms' tumor is frequently driven by abnormal alternative splicing (AS), cell death imbalance, and an immunosuppressive microenvironment. However, the precise regulatory chain connecting these three critical elements remains largely unexplored. This study aimed to systematically construct and characterize an "AS-cell death-immunity" regulatory network in Wilms' tumor.
Methods:
We performed a comprehensive in silico analysis using matched paired Wilms' tumor and adjacent normal RNA-seq data from the GSE138869 cohort. The SUVA algorithm was employed to identify cell death-related regulated alternative splicing events (RASEs). A tripartite regulatory network was constructed via correlation analysis to link these RASEs with upstream differentially expressed splicing factors (DESFs). Immune cell infiltration was quantified using CIBERSORT. Finally, the HNRNPD knockout and FLASH-seq multi-omics dataset (GSE212767) was utilized to computationally validate the predicted regulatory axis.
Results:
Our analysis identified 118 cell death-related host genes undergoing significant alternative splicing in Wilms' tumor. Network integration highlighted a critical regulatory axis where the overexpressed splicing factor HNRNPD is strongly correlated with an aberrant AS event (clualt5p51764) in the apoptosis-related kinase MAP4K4. Further immune deconvolution demonstrated that both HNRNPD upregulation and the MAP4K4 splicing shift were significantly correlated with increased monocyte infiltration in the tumor microenvironment. Moreover, cross-validation utilizing the GSE212767 dataset confirmed that HNRNPD perturbation directly alters MAP4K4 splicing.
Conclusions:
Our computational framework proposes that the HNRNPD-MAP4K4 splicing axis links apoptotic dysregulation to immune microenvironment remodeling in Wilms' tumor. These correlative in silico findings provide a robust, hypothesis-generating basis for discovering novel prognostic biomarkers and developing targeted therapeutic strategies directed at the splicing machinery.
Insights
This study reveals a new HNRNPD-MAP4K4 splicing axis in Wilms' tumor, linking abnormal cell death to immune changes. This finding offers potential new biomarkers and therapies for this childhood kidney cancer.
Area of Science:
- Oncology
- Molecular Biology
- Bioinformatics
Background:
- Wilms' tumor progression involves alternative splicing (AS), cell death imbalance, and immunosuppression.
- The regulatory links between these factors in Wilms' tumor are not well understood.
- This study constructs an "AS-cell death-immunity" network for Wilms' tumor.
Purpose of the Study:
- To systematically construct and characterize a regulatory network connecting alternative splicing, cell death, and immunity in Wilms' tumor.
- To identify key regulatory axes and their impact on the tumor microenvironment.
- To provide a basis for novel therapeutic strategies.
Main Methods:
- In silico analysis of RNA-seq data from Wilms' tumor and normal adjacent tissues (GSE138869).
- Identification of cell death-related regulated alternative splicing events (RASEs) using the SUVA algorithm.
- Construction of a tripartite regulatory network linking RASEs with differentially expressed splicing factors (DESFs) and immune cell infiltration (CIBERSORT).
- Computational validation using HNRNPD knockout and FLASH-seq multi-omics data (GSE212767).
Main Results:
- 118 cell death-related genes showed significant alternative splicing in Wilms' tumor.
- A critical axis identified: overexpressed HNRNPD correlated with aberrant AS of MAP4K4 (clualt5p51764).
- HNRNPD upregulation and MAP4K4 splicing shift correlated with increased monocyte infiltration.
- Validation confirmed HNRNPD directly alters MAP4K4 splicing.
Conclusions:
- The HNRNPD-MAP4K4 splicing axis connects apoptotic dysregulation to immune microenvironment remodeling in Wilms' tumor.
- This computational framework generates hypotheses for novel prognostic biomarkers.
- Findings support developing targeted therapies focused on the splicing machinery.
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