Institute for Theoretical Biology, Charité Universitätsmedizin Berlin and Humboldt Universität zu Berlin, Berlin, 10115, Germany.
Institute of Pathology, Charité Universitätsmedizin Berlinn, Berlin, 10117, Germany.
Sci Rep. 2022 Apr 2;12(1):5569. doi: 10.1038/s41598-022-09202-z.
The intestinal epithelium is one of the fastest renewing tissues in mammals. It shows a hierarchical organisation, where intestinal stem cells at the base of crypts give rise to rapidly dividing transit amplifying cells that in turn renew the pool of short-lived differentiated cells. Upon injury and stem-cell loss, cells can also de-differentiate. Tissue homeostasis requires a tightly regulated balance of differentiation and stem cell proliferation, and failure can lead to tissue extinction or to unbounded growth and cancerous lesions. Here, we present a two-compartment mathematical model of intestinal epithelium population dynamics that includes a known feedback inhibition of stem cell differentiation by differentiated cells. The model shows that feedback regulation stabilises the number of differentiated cells as these become invariant to changes in their apoptosis rate. Stability of the system is largely independent of feedback strength and shape, but specific thresholds exist which if bypassed cause unbounded growth. When dedifferentiation is added to the model, we find that the system can recover faster after certain external perturbations. However, dedifferentiation makes the system more prone to losing homeostasis. Taken together, our mathematical model shows how a feedback-controlled hierarchical tissue can maintain homeostasis and can be robust to many external perturbations.
肠道上皮是哺乳动物中更新最快的组织之一。它表现出一种层次组织,隐窝底部的肠道干细胞产生快速分裂的过渡扩增细胞,而这些细胞又更新了寿命较短的分化细胞池。在损伤和干细胞丢失时,细胞也可以去分化。组织稳态需要分化和干细胞增殖的严格调控平衡,而失衡可能导致组织灭绝或无限制生长和癌变病变。在这里,我们提出了一个肠道上皮细胞群体动力学的两室数学模型,其中包括已知的由分化细胞对干细胞分化的反馈抑制。该模型表明,反馈调节稳定了分化细胞的数量,因为它们对其凋亡率的变化变得不变。系统的稳定性在很大程度上独立于反馈强度和形状,但存在特定的阈值,如果超过这些阈值,就会导致无限制的生长。当我们将去分化添加到模型中时,我们发现系统在某些外部扰动后可以更快地恢复。然而,去分化会使系统更容易失去稳态。总之,我们的数学模型表明,一个具有反馈控制的层次组织如何能够维持稳态,并且可以对许多外部扰动具有鲁棒性。