Multistability and predominant hybrid phenotypes in a four node mutually repressive network of Th1/Th2/Th17/Treg differentiation

Elucidating the emergent dynamics of cellular differentiation networks is crucial to understanding cell-fate decisions. Toggle switch - a network of mutually repressive lineage-specific transcription factors A and B - enables two phenotypes from a common progenitor: (high A, low B) and (low A, high B). However, the dynamics of networks enabling differentiation of more than two phenotypes from a progenitor cell has not been well-studied. Here, we investigate the dynamics of a four-node network A, B, C, and D inhibiting each other, forming a toggle tetrahedron. Our simulations show that this network is multistable and predominantly allows for the co-existence of six hybrid phenotypes where two of the nodes are expressed relatively high as compared to the remaining two, for instance (high A, high B, low C, low D). Finally, we apply our results to understand naïve CD4<sup>+</sup> T cell differentiation into Th1, Th2, Th17 and Treg subsets, suggesting Th1/Th2/Th17/Treg decision-making to be a two-step process.

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Publication Details

Journal
npj Systems Biology and Applications
Published
2024-10-24
DOI
https://doi.org/10.1038/s41540-024-00433-6
Citations
9
Primary Topic
Gene Regulatory Network Analysis
Type
article
Field-Weighted Citation Impact
2.10

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article

Multistability and predominant hybrid phenotypes in a four node mutually repressive network of Th1/Th2/Th17/Treg differentiation

Kishore Hari, Bree Cummins, Siddharth Jhunjhunwala, Elizabeth Andreas et al.
9 citations
npj Systems Biology and Applications
Gene Regulatory Network Analysis
2.10
article

Multistability and predominant hybrid phenotypes in a four node mutually repressive network of Th1/Th2/Th17/Treg differentiation

Kishore Hari, Bree Cummins, Siddharth Jhunjhunwala, Elizabeth Andreas, Tomáš Gedeon, Mohit Kumar Jolly, Harshavardhan BV, Atchuta Srinivas Duddu, Kaushal Grover, Vivek Raj Singh
article en
9 citations

Abstract

Elucidating the emergent dynamics of cellular differentiation networks is crucial to understanding cell-fate decisions. Toggle switch - a network of mutually repressive lineage-specific transcription factors A and B - enables two phenotypes from a common progenitor: (high A, low B) and (low A, high B). However, the dynamics of networks enabling differentiation of more than two phenotypes from a progenitor cell has not been well-studied. Here, we investigate the dynamics of a four-node network A, B, C, and D inhibiting each other, forming a toggle tetrahedron. Our simulations show that this network is multistable and predominantly allows for the co-existence of six hybrid phenotypes where two of the nodes are expressed relatively high as compared to the remaining two, for instance (high A, high B, low C, low D). Finally, we apply our results to understand naïve CD4<sup>+</sup> T cell differentiation into Th1, Th2, Th17 and Treg subsets, suggesting Th1/Th2/Th17/Treg decision-making to be a two-step process.

npj Systems Biology and ApplicationsVol. 10(1)
Northeastern University (US), Jawaharlal Nehru University (IN), Montana State University (US), Indian Institute of Science Bangalore (IN)
National Science Foundation, National Institutes of Health
Openalex Percentile: Top 12%
Gene Regulatory Network Analysis
2.10
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