Stem Cell and Regenerative Medicine Program, The Sanford-Burnham Medical Research Institute, La Jolla, California, USA.
PLoS Comput Biol. 2013 Apr;9(4):e1003006. doi: 10.1371/journal.pcbi.1003006. Epub 2013 Apr 18.
The life-long supply of blood cells depends on the long-term function of hematopoietic stem cells (HSCs). HSCs are functionally defined by their multi-potency and self-renewal capacity. Because of their self-renewal capacity, HSCs were thought to have indefinite lifespans. However, there is increasing evidence that genetically identical HSCs differ in lifespan and that the lifespan of a HSC is predetermined and HSC-intrinsic. Lifespan is here defined as the time a HSC gives rise to all mature blood cells. This raises the intriguing question: what controls the lifespan of HSCs within the same animal, exposed to the same environment? We present here a new model based on reliability theory to account for the diversity of lifespans of HSCs. Using clonal repopulation experiments and computational-mathematical modeling, we tested how small-scale, molecular level, failures are dissipated at the HSC population level. We found that the best fit of the experimental data is provided by a model, where the repopulation failure kinetics of each HSC are largely anti-persistent, or mean-reverting, processes. Thus, failure rates repeatedly increase during population-wide division events and are counteracted and decreased by repair processes. In the long-run, a crossover from anti-persistent to persistent behavior occurs. The cross-over is due to a slow increase in the mean failure rate of self-renewal and leads to rapid clonal extinction. This suggests that the repair capacity of HSCs is self-limiting. Furthermore, we show that the lifespan of each HSC depends on the amplitudes and frequencies of fluctuations in the failure rate kinetics. Shorter and longer lived HSCs differ significantly in their pre-programmed ability to dissipate perturbations. A likely interpretation of these findings is that the lifespan of HSCs is determined by preprogrammed differences in repair capacity.
血细胞的终身供应依赖于造血干细胞(HSCs)的长期功能。HSCs 的功能通过其多能性和自我更新能力来定义。由于其自我更新能力,HSCs 被认为具有无限的寿命。然而,越来越多的证据表明,遗传上相同的 HSCs 在寿命上存在差异,并且 HSCs 的寿命是预先确定的并且是 HSCs 内在的。这里的寿命定义为 HSC 产生所有成熟血细胞的时间。这就提出了一个有趣的问题:在同一动物体内,暴露在相同环境下,是什么控制着 HSCs 的寿命?我们在这里提出了一个基于可靠性理论的新模型,以解释 HSCs 寿命的多样性。我们使用克隆再群体实验和计算数学建模,测试了小尺度、分子水平的故障如何在 HSC 群体水平上消散。我们发现,实验数据的最佳拟合是由一个模型提供的,其中每个 HSC 的再群体失败动力学主要是反持续性的,或均值回归过程。因此,在群体分裂事件中,故障率反复增加,并通过修复过程得到抵消和降低。从长远来看,会发生从反持续性到持续性行为的交叉。这种交叉是由于自我更新的平均故障率缓慢增加而导致的,从而导致快速的克隆灭绝。这表明 HSCs 的修复能力是自我限制的。此外,我们还表明,每个 HSC 的寿命取决于失败率动力学中波动的幅度和频率。寿命较短和较长的 HSCs 在其消散波动的预先编程能力方面存在显著差异。这些发现的一个可能解释是,HSCs 的寿命是由预先编程的修复能力差异决定的。