Abstract
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.
Original language | English |
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Pages (from-to) | 43-52.e5 |
Number of pages | 15 |
Journal | Cell Systems |
Volume | 8 |
Issue number | 1 |
DOIs | |
State | Published - 23 Jan 2019 |
All Science Journal Classification (ASJC) codes
- Pathology and Forensic Medicine
- Cell Biology
- Histology