骨髓纤维细胞微环境的逻辑建模预测了失调的原始干细胞交叉交叉
S P Chapman1, E Duprez2, E Remy1
1I2M, Aix-Marseille University, CNRS, Marseille, France.
Bio Systems
|July 1, 2023
概括
初级骨髓纤维化 (PMF) 涉及干细胞通信中断. 我们的模型显示血栓形成素 (TPO) 和类似收受体 (TLR) 信号驱动PMF,在JAK突变病例中,单独TLR就足够了.
科学领域:
- 血液学 血液学 血液学
- 系统生物学 系统生物学
- 干细胞生物学 干细胞生物学
背景情况:
- 初级骨髓纤维化 (PMF) 是一种无法治疗的与年龄相关的造血性疾病.
- 它涉及血液造血干细胞 (HSC) 和介酶干细胞之间的交叉语音中断.
- 过度激活的JAK-STAT信号,由~90%的患者的突变驱动,对于PMF进展和慢性炎症导致的微环境变化至关重要.
研究的目的:
- 构建JAK-STAT信号传输和干细胞交叉通话的细胞间逻辑模型.
- 解读血栓形成素 (TPO) 和托尔类受体 (TLR) 刺激如何扰乱骨髓微环境并破坏干细胞交叉通话的调节.
- 预测野生型和JAK突变场景中疾病厌恶和发病的条件.
主要方法:
- 开发了一种集成JAK-STAT信号和干细胞交叉通话的细胞间逻辑模型.
- 在各种TPO和TLR刺激条件下对野生型和JAK突变的HSC进行模拟的疾病动态.
- 与临床数据对抗疾病发病概率的验证模型预测.
主要成果:
- 在野生类型模拟中,需要TPO和TLR信号来破坏干细胞交叉声和引起PMF.
- 仅仅是TLR信号就足以破坏交叉通话,并在JAK突变的模拟中驱动PMF的进展.
- 该模型准确地预测了野生型PMF的疾病发病概率,与临床观察保持一致.
结论:
- 该模型阐明了TPO和TLR信号在PMF病变发生中的作用.
- 研究结果表明,即使没有JAK突变,慢性TPO和TLR暴露也可以启动PMF.
- 这为JAK突变阴性PMF病例提供了机制性的解释.
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