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Updated: Dec 10, 2025

Mapping the Structure-Function Relationships of Disordered Oncogenic Transcription Factors Using Transcriptomic Analysis
Published on: June 27, 2020
Human transcription factor and protein kinase gene fusions in human cancer
Kari Salokas1, Rigbe G Weldatsadik1, Markku Varjosalo2
1Systems Pathology/Biology Research Group, Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland.
Abstract:
Oncogenic gene fusions are estimated to account for up-to 20% of cancer morbidity. Recently sequence-level studies have established oncofusions throughout all tissue types. However, the functional implications of the identified oncofusions have often not been investigated. In this study, identified oncofusions from a fusion detection approach (DEEPEST) were analyzed in detail. Of the 28,863 oncofusions, we found almost 30% are expected to produce functional proteins with features from both parent genes. Kinases and transcription factors were the main gene families of the protein producing fusions. Considering their role as initiators, actors, and termination points of cellular signaling pathways, we focused our in-depth analyses on them. Domain architecture of the fusions and their wild-type interactors suggests that abnormal molecular context of protein domains caused by fusion events may unlock the oncogenic potential of the wild type counterparts of the fusion proteins. To understand overall oncofusion effects, we performed differential expression analysis using TCGA cancer project samples. Results indicated oncofusion-specific alterations in gene expression levels, and lower expression levels of components of key cellular pathways, in particular signal transduction and transcription regulation. The sum of results suggests that kinase and transcription factor oncofusions deregulate cellular signaling, possibly via acquiring novel functions.
Insights
Oncogenic gene fusions create functional proteins in nearly 30% of cases, impacting cancer. These fusions, particularly kinases and transcription factors, deregulate cellular signaling pathways, potentially driving cancer development.
Area of Science:
- Genomics
- Molecular Biology
- Cancer Research
Background:
- Oncogenic gene fusions contribute significantly to cancer morbidity, affecting various tissue types.
- The functional consequences of many identified oncofusions remain largely unexplored.
Purpose of the Study:
- To investigate the functional implications of oncogenic gene fusions identified through the DEEPEST approach.
- To analyze the impact of oncofusions on protein function, domain architecture, and cellular signaling pathways.
Main Methods:
- Analysis of 28,863 oncofusions identified by the DEEPEST fusion detection approach.
- Examination of protein domain architecture and wild-type interactor data.
- Differential gene expression analysis using The Cancer Genome Atlas (TCGA) samples.
Main Results:
- Approximately 30% of identified oncofusions are predicted to yield functional chimeric proteins.
- Kinase and transcription factor fusions were prevalent, suggesting their critical role in oncogenesis.
- Oncofusions were associated with altered gene expression, particularly decreased levels of components in signal transduction and transcription regulation pathways.
- Abnormal domain context in fusion proteins may activate oncogenic potential.
Conclusions:
- Oncogenic gene fusions, especially those involving kinases and transcription factors, can acquire novel functions.
- These fusions deregulate cellular signaling pathways, contributing to cancer development.
- Further investigation into oncofusion mechanisms is crucial for understanding cancer etiology.
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