Kowalczyk Monika S, Tirosh Itay, Heckl Dirk, Rao Tata Nageswara, Dixit Atray, Haas Brian J, Schneider Rebekka K, Wagers Amy J, Ebert Benjamin L, Regev Aviv
Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA;
Division of Hematology, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts 02115, USA;
Genome Res. 2015 Dec;25(12):1860-72. doi: 10.1101/gr.192237.115. Epub 2015 Oct 1.
Both intrinsic cell state changes and variations in the composition of stem cell populations have been implicated as contributors to aging. We used single-cell RNA-seq to dissect variability in hematopoietic stem cell (HSC) and hematopoietic progenitor cell populations from young and old mice from two strains. We found that cell cycle dominates the variability within each population and that there is a lower frequency of cells in the G1 phase among old compared with young long-term HSCs, suggesting that they traverse through G1 faster. Moreover, transcriptional changes in HSCs during aging are inversely related to those upon HSC differentiation, such that old short-term (ST) HSCs resemble young long-term (LT-HSCs), suggesting that they exist in a less differentiated state. Our results indicate both compositional changes and intrinsic, population-wide changes with age and are consistent with a model where a relationship between cell cycle progression and self-renewal versus differentiation of HSCs is affected by aging and may contribute to the functional decline of old HSCs.
细胞内在状态的改变以及干细胞群体组成的变化都被认为是衰老的促成因素。我们使用单细胞RNA测序来剖析来自两个品系的年轻和年老小鼠的造血干细胞(HSC)和造血祖细胞群体中的变异性。我们发现细胞周期主导了每个群体内的变异性,并且与年轻的长期HSC相比,年老的长期HSC中处于G1期的细胞频率较低,这表明它们穿过G1期的速度更快。此外,衰老过程中HSC的转录变化与HSC分化时的转录变化呈负相关,因此年老的短期(ST)HSC类似于年轻的长期(LT-HSC),这表明它们处于分化程度较低的状态。我们的结果表明,随着年龄增长,既有组成变化,也有群体范围内的内在变化,这与一个模型一致,即细胞周期进程与HSC的自我更新和分化之间的关系受到衰老影响,可能导致年老HSC的功能衰退。