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Mechanistic insights into transcription factor cooperativity and its impact on protein-phenotype interactions.


ABSTRACT: Recent high-throughput transcription factor (TF) binding assays revealed that TF cooperativity is a widespread phenomenon. However, a global mechanistic and functional understanding of TF cooperativity is still lacking. To address this, here we introduce a statistical learning framework that provides structural insight into TF cooperativity and its functional consequences based on next generation sequencing data. We identify DNA shape as driver for cooperativity, with a particularly strong effect for Forkhead-Ets pairs. Follow-up experiments reveal a local shape preference at the Ets-DNA-Forkhead interface and decreased cooperativity upon loss of the interaction. Additionally, we discover many functional associations for cooperatively bound TFs. Examination of the link between FOXO1:ETV6 and lymphomas reveals that their joint expression levels improve patient clinical outcome stratification. Altogether, our results demonstrate that inter-family cooperative TF binding is driven by position-specific DNA readout mechanisms, which provides an additional regulatory layer for downstream biological functions.

SUBMITTER: Ibarra IL 

PROVIDER: S-EPMC6949242 | biostudies-literature | 2020 Jan

REPOSITORIES: biostudies-literature

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Mechanistic insights into transcription factor cooperativity and its impact on protein-phenotype interactions.

Ibarra Ignacio L IL   Hollmann Nele M NM   Klaus Bernd B   Augsten Sandra S   Velten Britta B   Hennig Janosch J   Zaugg Judith B JB  

Nature communications 20200108 1


Recent high-throughput transcription factor (TF) binding assays revealed that TF cooperativity is a widespread phenomenon. However, a global mechanistic and functional understanding of TF cooperativity is still lacking. To address this, here we introduce a statistical learning framework that provides structural insight into TF cooperativity and its functional consequences based on next generation sequencing data. We identify DNA shape as driver for cooperativity, with a particularly strong effec  ...[more]

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