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Updated: Aug 5, 2026

Mapping the Structure-Function Relationships of Disordered Oncogenic Transcription Factors Using Transcriptomic Analysis
Published on: June 27, 2020
Perturb-seq reveals TCF7 as a transcriptional link between MAPK- and Wnt-driven gene expression
Ghanem El Kassem1, Anja Sieber2, Bertram Klinger2
1Institute of Molecular Medicine, Section for Molecular Medicine of Signal Transduction, Faculty of Medicine, Martin-Luther-University Halle-Wittenberg, 06120 Halle (Saale), Germany.
Abstract:
The mitogen-activated protein kinase (MAPK) pathway is a central signaling cascade whose dysregulation contributes to numerous diseases. While its upstream regulation is well studied, the mechanisms by which MAPK activation leads to diverse transcriptional outcomes remain incompletely understood. To address this shortcoming, we mapped the target gene sets controlled by 22 RAF-inducible transcription factors using targeted Perturb-seq and integrated these data with time-resolved transcriptional profiling. Network reconstruction revealed a topology dominated by two central hubs, EGR1 and FOS, which co-regulate partially overlapping target gene sets. In addition, we uncovered a positive feedback loop between EGR1, a canonical RAF-MAPK effector, and TCF7, a transcription factor typically linked to Wnt signaling. Through this interaction, TCF7 emerges as a transcriptional link that integrates MAPK and Wnt pathway inputs. Together, these findings define the architecture of RAF-MAPK-driven transcriptional regulation and demonstrate how cross-talk between oncogenic signaling pathways can be encoded in transcriptional networks.
Insights
This study reveals how the RAF-MAPK pathway controls gene expression through key transcription factors like EGR1 and FOS. It also uncovers a link between MAPK and Wnt signaling via TCF7, impacting disease.
Area of Science:
- Molecular Biology
- Cell Signaling
- Systems Biology
Background:
- The mitogen-activated protein kinase (MAPK) pathway is crucial in cell signaling and disease.
- Understanding how MAPK activation drives transcriptional changes is essential but incomplete.
Purpose of the Study:
- To map target gene sets of RAF-MAPK pathway transcription factors.
- To elucidate the network architecture of MAPK-driven gene regulation.
- To identify cross-talk between MAPK and other signaling pathways.
Main Methods:
- Targeted Perturb-seq was used to map gene sets for 22 RAF-inducible transcription factors.
- Time-resolved transcriptional profiling was integrated with network reconstruction.
Main Results:
- EGR1 and FOS were identified as central hubs co-regulating target gene sets.
- A positive feedback loop between EGR1 and TCF7 was discovered.
- TCF7 acts as a link integrating MAPK and Wnt pathway signals.
Conclusions:
- The study defines the transcriptional network architecture of RAF-MAPK signaling.
- Cross-talk between oncogenic pathways is encoded within transcriptional networks.
- TCF7 plays a key role in integrating signals from MAPK and Wnt pathways.
Related Concept Videos
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Canonical Wnt Signaling Pathway
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