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May 21, 2026eLife0 citationsOpen Access

Lineage priming and cell type proportioning depends on the interplay between stochastic and deterministic factors

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WSWilliam SalvidgeCBChris BrimsonNGNicole Gruenheit

Key Points

  • The research aims to explore how stochastic and deterministic factors influence lineage priming and cell fate decisions in isogenic cells.
  • Developed a model to explain experimental observations of probabilistic differentiation in Dictyostelium discoideum.
  • Utilized single cell sequencing to analyze gene expression related to cell type-specific fate choices.
  • Investigated the impact of H3K4 methylation on lineage priming gene expression and fate decisions.
  • Model predicts that cell cycle position influences lineage choice, emphasizing the role of stochastic variation.
  • Single cell sequencing identifies genes with stochastic expression variation that affect fate choice.
  • Perturbations in H3K4 methylation disrupt gene expression and alter fate choice outcomes.

Abstract

Isogenic cells can break symmetry and adopt different fates, even when exposed to a seemingly identical environment. This deeply conserved phenomenon allows unicellular organisms to pre-empt dynamically changing environments and is central to the evolution of multicellularity. It is thought that cells are primed towards different lineages by cell-cell variation, although the underlying mechanisms are poorly understood. To address this, we exploit the tractability of the social amoeba Dictyostelium discoideum , where cell fate choice also does not depend on spatial cues. We develop and test a model to explain quantitative experimental single-cell observations of probabilistic differentiation. The model suggests that cell cycle position affects lineage choice, as previously shown but that stochastic cell-cell variation also plays a key role. Single cell sequencing reveals genes that exhibit cell type-specific expression or genes that affect fate choice exhibit extensive stochastic cell-cell expression variation. Like lineage priming genes in ESCs, they are associated with H3K4 methylation, which when perturbed affects their expression and disrupt fate choice. We suggest the integration of stochastic and deterministic inputs represents an adaptive mechanism to increase developmental robustness against perturbations that affect deterministic signals.

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Cite This Study

Salvidge et al. (2026) studied this question.

synapsesocial.com/papers/6a0ea127be05d6e3efb5f959https://doi.org/10.7554/elife.105512.3
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