Quantitative modelling of fate specification in the C. elegans postembryonic M lineage reveals a missing spatiotemporal signal

Benjamin Planterose Jiménez, Alexander R Blackwell, João J Ramalho, Sander van den Heuvel, Kirsten ten Tusscher, Erika Tsingos
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Abstract

The invariant lineages of C. elegans provide tractable cell fate models to study how developing organisms robustly integrate spatial signals at the single-cell level via gene regulatory networks. For instance, during postembryonic development, a mesoderm lineage arises through a sequence of oriented cell divisions from a single progenitor. This mesoblast initially gives rise to 18 cells with three distinct fates – 14 body wall muscles (BWMs), 2 coelomocytes (CCs; dorsal), and 2 sex myoblasts (SMs; ventral). The latter cells migrate and then proliferate to contribute 16 smooth muscles to the nematode's reproductive organs. Prior work identified key symmetry breaking cues: i) ventrally restricted activation of the LIN-12 Notch pathway promoting SM over CC fate and ii) asymmetric re-distribution of SYS-1 β-catenin and POP-1 TCF among daughter cells along the anteroposterior (A-P) axis, i.e. the Wnt/β-catenin asymmetry pathway. However, it remains unclear whether these pathways are sufficient to specify all cell fates accordingly or whether additional symmetry breaking cues are necessary. In this study, we use quantitative modelling to better understand fate specification in the postembryonic M lineage. Specifically, we focus on the anteroposterior symmetry break by creating increasingly complex models towards robustly reproducing fate specification in wild type larvae and mutants. This iterative process resulted in two alternative models that explain the experimental observations by either introducing an additional spatial (spatial symmetry break) or temporal cue (temporal symmetry break). Finally, we evaluate their plausibility and propose a series of experiments to provide support for alternative models. Overall, our study highlights how a quantitative examination of mechanistic ideas can identify knowledge gaps and guide experimental follow-up.
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对 elegans 胚后 M 系命运分化的定量建模揭示了一个缺失的时空信号
秀丽隐杆线虫的不变系为研究发育中生物如何通过基因调控网络在单细胞水平上稳健地整合空间信号提供了可行的细胞命运模型。例如,在胚后发育过程中,一个中胚层系是通过从单个祖细胞定向分裂的序列产生的。这种中胚层细胞最初产生 18 个具有三种不同命运的细胞--14 个体壁肌(BWMs)、2 个腹腔细胞(CCs;背侧)和 2 个性肌细胞(SMs;腹侧)。后一种细胞迁移并增殖,为线虫的生殖器官提供 16 块平滑肌。先前的工作确定了打破对称的关键线索:i)LIN-12 Notch 通路的腹侧限制性激活,促进 SM 的命运,而不是 CC 的命运;ii)SYS-1 β-catenin 和 POP-1 TCF 沿前胸(A-P)轴在子细胞中的不对称再分布,即 Wnt/β-catenin 不对称通路。然而,目前仍不清楚这些途径是否足以相应地指定所有细胞的命运,或者是否还需要其他打破对称的线索。在本研究中,我们利用定量建模来更好地理解胚后 M 系的命运规范。具体来说,我们通过建立越来越复杂的模型,在野生型幼虫和突变体中稳健地再现命运规格,重点研究前后对称性断裂。这一反复过程产生了两个替代模型,通过引入额外的空间线索(空间对称性断裂)或时间线索(时间对称性断裂)来解释实验观察结果。最后,我们对它们的合理性进行了评估,并提出了一系列实验来为替代模型提供支持。总之,我们的研究强调了对机理观点的定量研究如何能够发现知识差距并指导后续实验。
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