Models,Multiomics

Dataset Information

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Lymphoid and myeloid cell specification and transdifferentiation


ABSTRACT: Blood cells are derived from a common set of hematopoietic stem cells, which differentiate into more specific progenitors of the myeloid and lymphoid lineages, ultimately leading to differentiated cells. This developmental process is controlled by a complex regulatory network involving cytokines and their receptors, transcription factors, and chromatin remodelers. Using public data and data from our own molecular genetic experiments (quantitative PCR, Western blot, EMSA) or genome-wide assays (RNA-sequencing, ChIP-sequencing), we have assembled a comprehensive regulatory network encompassing the main transcription factors and signaling components involved in myeloid and lymphoid development. Focusing on B-cell and macrophage development, we defined a qualitative dynamical model recapitulating cytokine-induced differentiation of common progenitors, the effect of various reported gene knockdowns, and the reprogramming of pre-B cells into macrophages induced by the ectopic expression of specific transcription factors. The resulting network model can be used as a template for the integration of new hematopoietic differentiation and transdifferentiation data to foster our understanding of lymphoid/myeloid cell-fate decisions.

OTHER RELATED OMICS DATASETS IN: PRJNA341853

SUBMITTER: Erica Pribil 

PROVIDER: 8186 | Cell Collective |

REPOSITORIES: Cell Collective

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Publications

Logical modeling of lymphoid and myeloid cell specification and transdifferentiation.

Collombet Samuel S   van Oevelen Chris C   Sardina Ortega Jose Luis JL   Abou-Jaoudé Wassim W   Di Stefano Bruno B   Thomas-Chollier Morgane M   Graf Thomas T   Thieffry Denis D  

Proceedings of the National Academy of Sciences of the United States of America 20170601 23


Blood cells are derived from a common set of hematopoietic stem cells, which differentiate into more specific progenitors of the myeloid and lymphoid lineages, ultimately leading to differentiated cells. This developmental process is controlled by a complex regulatory network involving cytokines and their receptors, transcription factors, and chromatin remodelers. Using public data and data from our own molecular genetic experiments (quantitative PCR, Western blot, EMSA) or genome-wide assays (R  ...[more]