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Engineering Artificial Factors to Specifically Manipulate Alternative Splicing in Human Cells
Published on: April 26, 2017
Characterization of aberrant alternative splicing landscape in patients with metastatic renal cell carcinoma
Ameish Govindarajan1,2, Nathaniel Hansen3, Benjamin D Mercier1
1Department of Medical Oncology and Therapeutics Research, City of Hope Comprehensive Cancer Center, Duarte, California, USA.
Purpose:
Aberrant alternative splicing (AS) events have been implicated in cancer progression; however, their role in metastatic renal cell carcinoma (mRCC) remains underexplored. This study aims to identify AS events associated with clinical benefits from immune checkpoint inhibitors and targeted therapies in mRCC.
Materials And Methods:
We conducted a retrospective analysis on 101 patients with mRCC who received systemic therapy and underwent RNA sequencing. Patients were divided into subgroups based on ICIs (alone or in combination) and targeted therapies. Responders and non-responders were classified according to Response Evaluation Criteria in Solid Tumors V.1.1 criteria. Differential gene expression and splicing analyses were performed between responders and non-responders in each cohort. Novel AS events were analyzed for their potential to generate peptide neoantigens through major histocompatibility complex (MHC) class I binding predictions.
Results:
Outlier splicing analysis identified 10 aberrant splice events specific to mRCC. AS analysis revealed 461 differentially spliced events between responders and non-responders in the ICI cohort and 253 in the targeted therapy cohort, with intron retention as the predominant motif. Thirteen unique AS events were enriched in responders, including PTPN6 and ACTN1. Predictive neoantigen analysis identified high MHC class I binding potential in peptides from AS events in IFFO1 and ZNF692. High splice burden was linked to an immunogenic tumor microenvironment, characterized by enriched antigen processing and adaptive immune responses.
Conclusions:
This study provides a comprehensive analysis of AS events in mRCC, highlighting intron retention as potential biomarkers for treatment response. Identified AS-derived neoantigens may serve as potential targets for adoptive cell therapy strategies.
Insights
Aberrant splicing in metastatic renal cell carcinoma (mRCC) can predict response to immune checkpoint inhibitors and targeted therapies. Specific splicing events and derived neoantigens offer new therapeutic targets for mRCC treatment.
Area of Science:
- Oncology
- Genomics
- Immunotherapy
Background:
- Aberrant alternative splicing (AS) is linked to cancer progression.
- The role of AS in metastatic renal cell carcinoma (mRCC) and its impact on treatment response is not well understood.
Purpose of the Study:
- To identify AS events associated with clinical benefits in mRCC patients treated with immune checkpoint inhibitors (ICIs) and targeted therapies.
- To explore the potential of AS events to generate neoantigens for novel therapeutic strategies.
Main Methods:
- Retrospective analysis of 101 mRCC patients undergoing RNA sequencing.
- Differential splicing analysis between responders and non-responders to ICIs and targeted therapies.
- Prediction of neoantigen generation from AS events and MHC class I binding.
Main Results:
- 10 aberrant splice events were specific to mRCC.
- 461 and 253 differentially spliced events were identified in ICI and targeted therapy cohorts, respectively, with intron retention being predominant.
- 13 unique AS events, including PTPN6 and ACTN1, were enriched in responders. AS events in IFFO1 and ZNF692 showed high neoantigen potential.
- High splice burden correlated with an immunogenic tumor microenvironment.
Conclusions:
- Intron retention in mRCC serves as a potential biomarker for predicting treatment response.
- AS-derived neoantigens represent promising targets for adoptive cell therapy in mRCC.
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