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Schäfer, R.

Publications and source records attributed to Schäfer, R..

4 recordsLinked to original sources

Up-regulated transcriptional regulators in mutant RAS gene signatures: a time-resolved multi-omics study in generic epithelial cell models

The expression of mutated RAS genes drives extensive transcriptome alterations. Perturbation experiments have shown that the transcriptional responses to downstream effector pathways are partially unique and non-overlapping, suggesting a modular organization of the RAS-driven expression program. However, the relationship between individual deregulated transcription factors and the entire cancer cell-specific genetic program is poorly understood. To identify potential regulators of the RAS/MAPK-dependent fraction of the genetic program, we monitored transcriptome and proteome changes following conditional, time-resolved expression of mutant HRASG12V in human epithelial cells during neoplastic conversion. High mobility group AT hook2 (HMGA2), an architectural chromatin modulating protein and oncofetal tumour marker, was recovered as the earliest upregulated transcription factor. Knock-down of HMGA2 reverted anchorage-independent growth and epithelial-mesenchymal transition not only in HRAS-transformed cells but also in an independent, KRASG12V-driven rat epithelial model. Moreover, HMGA2 silencing reverted the deregulated expression of 60% of RAS-responsive target genes. These features qualify HMGA2 as a master regulator of mutant RAS-driven expression patterns. The delayed deregulation of FOSL1, ZEB1 and other transcription factors with known oncogenic activity suggests that HMGA2 acts in concert with a network of regulatory factors to trigger full neoplastic conversion. Although transcription factors are considered difficult to drug, the central role of HMGA2 in the transcription factor network as well as its relevance for cancer prognosis has motivated attempts to block its function using small molecular weight compounds. The further development of direct HMGA2 antagonists may prove useful in cancer cells that have developed resistance to signalling chain inhibition.

cancer biology↗

Targeted Perturb-seq Reveals EGR1 and FOS as Key Regulators of the Transcriptional RAF-MAPK Response

The MAPK pathway is an important cellular signaling cascade whose dysregulation causes a variety of diseases. While the upstream regulators of this cascade have been extensively characterized, the understanding of how its activation translates into different transcriptional responses remains poorly understood. This study attempts to fill this knowledge gap by using targeted Perturb-seq against 22 transcription factors in an inducible model system for RAF-MAPK signaling. A topology-based modeling approach is applied to the obtained data to construct a directional interaction network. By removing coherent feed-forward loops and integrating the expression kinetics of transcription factors, a parsimonious network structure is derived that distinguishes direct from indirect interactions between the investigated transcription factors and their targets. In particular, EGR1 and FOS are found to act as orthogonal upstream regulators of the RAF-MAPK response. The results presented here provide valuable insights into the organization of the transcriptional network downstream of RAF-MAPK signaling and thus provide a basis for a better understanding of this complex process.

systems biology↗

Cellular drivers of injury response and regeneration in the adult zebrafish heart

Myocardial infarction is a leading cause of death worldwide, as the adult human heart does not have the ability to regenerate efficiently after insults. In contrast, the adult zebrafish heart has a high capacity for regeneration, and understanding the mechanisms of regenerative processes in fish allows identification of novel therapeutic strategies. While several pro-regenerative factors have been described, the cell types orchestrating heart regeneration remain largely elusive. To overcome this conceptual limitation, we dissected cell type diversity in the regenerating zebrafish heart based on single cell transcriptomics and spatiotemporal analysis. We discovered a dramatic induction of several pro-regenerative cell types with fibroblast characteristics. To understand the cascade of events leading to heart regeneration, we determined the origin of these cell types by high-throughput lineage tracing. We found that pro-regenerative fibroblasts are derived from two separate sources, the epicardium and the endocardium. Mechanistically, we identified Wnt signaling as a key regulator of the endocardial regenerative response. In summary, our results uncover specialized fibroblast cell types as major drivers of heart regeneration, thereby opening up new possibilities to interfere with the regenerative capacity of the vertebrate heart.

systems biology↗

Variability of an early developmental cell population underlies stochastic laterality defects

Embryonic development seemingly proceeds with almost perfect precision. However, it is largely unknown how much underlying microscopic variability is compatible with normal development. Here, we quantified embryo-to-embryo variability in vertebrate development, by studying cell number variation in the zebrafish endoderm. We noticed that the size of a sub-population of the endoderm, the dorsal forerunner cells (which later form the left-right organizer), exhibits significantly more embryo-to-embryo variation than the rest of the endoderm. We found that, when incubated at elevated temperature, the frequency of left-right laterality defects is increased drastically in embryos with a low number of dorsal forerunner cells. Furthermore, we observed that these fluctuations have a large stochastic component among fish of the same genetic background. Hence, a stochastic variation in early development leads to a remarkably strong macroscopic phenotype. These fluctuations appear to be associated with maternal effects in the specification of the dorsal forerunner cells.

developmental biology↗