Continuum of Gene-Expression Profiles Provides Spatial Division of Labor within a Differentiated Cell Type

被引:45
作者
Adler, Miri [1 ]
Kohanim, Yael Korem [1 ]
Tendler, Avichai [1 ]
Mayo, Avi [1 ]
Alon, Uri [1 ]
机构
[1] Weizmann Inst Sci, Dept Mol Cell Biol, IL-76100 Rehovot, Israel
关键词
PARETO OPTIMALITY; RAT-LIVER; SINGLE; METABOLISM; EVOLUTION; ZONATION; REDUCTASE; GEOMETRY; PROTEIN;
D O I
10.1016/j.cels.2018.12.008
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
Single-cell gene expression reveals the diversity within a differentiated cell type. Often, cells of the same type show a continuum of gene-expression patterns. The origin of such continuum gene-expression patterns is unclear. To address this, we develop a theory to understand how a continuumprovides division of labor in a tissue in which cells collectively contribute to several tasks. We find that a continuum is optimal when there are spatial gradients in the tissue that affect the performance in each task. The continuum is bounded inside a polyhedron whose vertices are expression profiles optimal at each task. We test this using single-cell gene expression for intestinal villi and liver hepatocytes, which form a curved 1D trajectory and a full 3D tetrahedron in gene-expression space, respectively. We infer the tasks for both cell types and characterize the spatial zonation of the task-specialist cells. This approach can be generally applied to other tissues.
引用
收藏
页码:43 / +
页数:15
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