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Updated: Jun 5, 2026

Single-cell Gene Expression Profiling Using FACS and qPCR with Internal Standards
Published on: February 25, 2017
Origins of regulated cell-to-cell variability
Berend Snijder1, Lucas Pelkmans
1Swiss Federal Institute of Technology (ETH), Institute of Molecular Systems Biology, Wolfgang Pauli-Str. 16, CH-8093 Zürich, Switzerland.
Abstract:
Single-cell measurements and lineage-tracing experiments are revealing that phenotypic cell-to-cell variability is often the result of deterministic processes, despite the existence of intrinsic noise in molecular networks. In most cases, this determinism represents largely uncharacterized molecular regulatory mechanisms, which places the study of cell-to-cell variability in the realm of molecular cell biology. Further research in the field will be important to advance quantitative cell biology because it will provide new insights into the mechanisms by which cells coordinate their intracellular activities in the spatiotemporal context of the multicellular environment.
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