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Cellular Heterogeneity: Do Differences Make a Difference?

Overview
Journal Cell
Publisher Cell Press
Specialty Cell Biology
Date 2010 May 19
PMID 20478246
Citations 467
Authors
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Abstract

A central challenge of biology is to understand how individual cells process information and respond to perturbations. Much of our knowledge is based on ensemble measurements. However, cell-to-cell differences are always present to some degree in any cell population, and the ensemble behaviors of a population may not represent the behaviors of any individual cell. Here, we discuss examples of when heterogeneity cannot be ignored and describe practical strategies for analyzing and interpreting cellular heterogeneity.

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References
1.
Campbell L, Polyak K . Breast tumor heterogeneity: cancer stem cells or clonal evolution?. Cell Cycle. 2007; 6(19):2332-8. DOI: 10.4161/cc.6.19.4914. View

2.
Morishita H, Yagi T . Protocadherin family: diversity, structure, and function. Curr Opin Cell Biol. 2007; 19(5):584-92. DOI: 10.1016/j.ceb.2007.09.006. View

3.
Elsasser W . Outline of a theory of cellular heterogeneity. Proc Natl Acad Sci U S A. 1984; 81(16):5126-9. PMC: 391650. DOI: 10.1073/pnas.81.16.5126. View

4.
Wilson A, Laurenti E, Oser G, van der Wath R, Blanco-Bose W, Jaworski M . Hematopoietic stem cells reversibly switch from dormancy to self-renewal during homeostasis and repair. Cell. 2008; 135(6):1118-29. DOI: 10.1016/j.cell.2008.10.048. View

5.
Ozbudak E, Thattai M, Kurtser I, Grossman A, van Oudenaarden A . Regulation of noise in the expression of a single gene. Nat Genet. 2002; 31(1):69-73. DOI: 10.1038/ng869. View