Buck Michèle C, Bast Lisa, Hecker Judith S, Rivière Jennifer, Rothenberg-Thurley Maja, Vogel Luisa, Wang Dantong, Andrä Immanuel, Theis Fabian J, Bassermann Florian, Metzeler Klaus H, Oostendorp Robert A J, Marr Carsten, Götze Katharina S
Technical University of Munich (TUM), School of Medicine, Department of Medicine III, Munich, Germany.
Helmholtz Zentrum München-German Research Center for Environmental Health, Institute of Computational Biology, Neuherberg, Germany.
iScience. 2023 Jul 10;26(8):107328. doi: 10.1016/j.isci.2023.107328. eCollection 2023 Aug 18.
Clonal hematopoiesis of indeterminate potential (CHIP) describes the age-related acquisition of somatic mutations in hematopoietic stem/progenitor cells (HSPC) leading to clonal blood cell expansion. Although CHIP mutations drive myeloid malignancies like myelodysplastic syndromes (MDS) it is unknown if clonal expansion is attributable to changes in cell type kinetics, or involves reorganization of the hematopoietic hierarchy. Using computational modeling we analyzed differentiation and proliferation kinetics of cultured hematopoietic stem cells (HSC) from 8 healthy individuals, 7 CHIP, and 10 MDS patients. While the standard hematopoietic hierarchy explained HSPC kinetics in healthy samples, 57% of CHIP and 70% of MDS samples were best described with alternative hierarchies. Deregulated kinetics were found at various HSPC compartments with high inter-individual heterogeneity in CHIP and MDS, while altered HSC rates were most relevant in MDS. Quantifying kinetic heterogeneity in detail, we show that reorganization of the HSPC compartment is already detectable in the premalignant CHIP state.
不确定潜能的克隆性造血(CHIP)描述了造血干/祖细胞(HSPC)中与年龄相关的体细胞突变的获得,导致克隆性血细胞扩增。虽然CHIP突变会引发骨髓增生异常综合征(MDS)等髓系恶性肿瘤,但尚不清楚克隆性扩增是归因于细胞类型动力学的变化,还是涉及造血层级的重组。我们使用计算模型分析了来自8名健康个体、7名CHIP患者和10名MDS患者的培养造血干细胞(HSC)的分化和增殖动力学。虽然标准的造血层级解释了健康样本中的HSPC动力学,但57%的CHIP样本和70%的MDS样本用替代层级能得到最佳描述。在不同的HSPC区室发现了动力学失调,CHIP和MDS个体间异质性高,而HSC速率改变在MDS中最为相关。通过详细量化动力学异质性,我们表明在癌前CHIP状态下已经可以检测到HSPC区室的重组。