Single-cell RNA-seq reveals changes in cell cycle and differentiation programs upon aging of hematopoietic stem cells

被引:486
|
作者
Kowalczyk, Monika S. [1 ]
Tirosh, Itay [1 ]
Heck, Dirk [2 ]
Rao, Tata Nageswara [3 ,4 ,5 ]
Dixit, Atray [1 ]
Haas, Brian J. [1 ]
Schneider, Rebekka K. [2 ]
Wagers, Amy J. [3 ,4 ,5 ,6 ,7 ]
Ebert, Benjamin L. [2 ]
Regev, Aviv [1 ,7 ,8 ]
机构
[1] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[2] Harvard Univ, Brigham & Womens Hosp, Sch Med, Div Hematol,Dept Med, Boston, MA 02115 USA
[3] Harvard Univ, Harvard Stem Cell Inst, Cambridge, MA 02138 USA
[4] Harvard Univ, Dept Stem Cell & Regenerat Biol, Cambridge, MA 02138 USA
[5] Joslin Diabet Ctr, Boston, MA 02215 USA
[6] Harvard Univ, Paul F Glenn Labs Biol Mech Aging, Sch Med, Boston, MA 02115 USA
[7] MIT, Howard Hughes Med Inst, Cambridge, MA 02140 USA
[8] MIT, Dept Biol, Cambridge, MA 02140 USA
基金
美国国家卫生研究院;
关键词
SLAM FAMILY MARKERS; AGE-RELATED-CHANGES; SELF-RENEWAL; STOCHASTIC-MODEL; FLT3; EXPRESSION; IDENTIFICATION; HETEROGENEITY; GROWTH; PHASE; RECONSTITUTION;
D O I
10.1101/gr.192237.115
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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 GI phase among old compared with young long-term HSCs, suggesting that they traverse through a 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 selfrenewal versus differentiation of HSCs is affected by aging and may contribute to the functional decline of old HSCs.
引用
收藏
页码:1860 / 1872
页数:13
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