Hidden heterogeneity and circadian-controlled cell fate inferred from single cell lineages

被引:32
作者
Chakrabarti, Shaon [1 ,2 ,3 ]
Paek, Andrew L. [4 ,5 ]
Reyes, Jose [4 ]
Lasick, Kathleen A. [5 ]
Lahav, Galit [4 ,6 ,7 ]
Michor, Franziska [1 ,2 ,3 ,6 ,7 ,8 ]
机构
[1] Dana Farber Canc Inst, Dept Biostat & Computat Biol, Boston, MA 02215 USA
[2] Harvard TH Chan Sch Publ Hlth, Dept Biostat, Boston, MA 02115 USA
[3] Harvard Univ, Dept Stem Cell & Regenerat Biol, Cambridge, MA 02138 USA
[4] Harvard Med Sch, Blavatnik Inst, Dept Syst Biol, Boston, MA 02115 USA
[5] Univ Arizona, Tucson, AZ 85721 USA
[6] Broad Inst Harvard & MIT, Cambridge, MA 02139 USA
[7] Ludwig Ctr Harvard, Boston, MA 02215 USA
[8] Dana Farber Canc Inst, Ctr Canc Evolut, Boston, MA 02215 USA
关键词
GENETIC-CONTROL; DIVISION CYCLE; CANCER; CLOCK; PROLIFERATION; VARIABILITY; MODEL; DYNAMICS; TIME;
D O I
10.1038/s41467-018-07788-5
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The origin of lineage correlations among single cells and the extent of heterogeneity in their intermitotic times (IMT) and apoptosis times (AT) remain incompletely understood. Here we developed single cell lineage-tracking experiments and computational algorithms to uncover correlations and heterogeneity in the IMT and AT of a colon cancer cell line before and during cisplatin treatment. These correlations could not be explained using simple protein production/degradation models. Sister cell fates were similar regardless of whether they divided before or after cisplatin administration and did not arise from proximity-related factors, suggesting fate determination early in a cell's lifetime. Based on these findings, we developed a theoretical model explaining how the observed correlation structure can arise from oscillatory mechanisms underlying cell fate control. Our model recapitulated the data only with very specific oscillation periods that fit measured circadian rhythms, thereby suggesting an important role of the circadian clock in controlling cellular fates.
引用
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页数:13
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