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

Miri Adler, Yael Korem Kohanim, Avichai Tendler, Avi Mayo, Uri Alon

Research output: Contribution to journalArticlepeer-review

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 languageEnglish
Pages (from-to)43-52.e5
Number of pages15
JournalCell Systems
Volume8
Issue number1
DOIs
StatePublished - 23 Jan 2019

All Science Journal Classification (ASJC) codes

  • Pathology and Forensic Medicine
  • Cell Biology
  • Histology

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