Automatic synchronisation of the cell cycle in budding yeast through closed-loop feedback control

Nat Commun. 2021 Apr 27;12(1):2452. doi: 10.1038/s41467-021-22689-w.

Abstract

The cell cycle is the process by which eukaryotic cells replicate. Yeast cells cycle asynchronously with each cell in the population budding at a different time. Although there are several experimental approaches to synchronise cells, these usually work only in the short-term. Here, we build a cyber-genetic system to achieve long-term synchronisation of the cell population, by interfacing genetically modified yeast cells with a computer by means of microfluidics to dynamically change medium, and a microscope to estimate cell cycle phases of individual cells. The computer implements a controller algorithm to decide when, and for how long, to change the growth medium to synchronise the cell-cycle across the population. Our work builds upon solid theoretical foundations provided by Control Engineering. In addition to providing an avenue for yeast cell cycle synchronisation, our work shows that control engineering can be used to automatically steer complex biological processes towards desired behaviours similarly to what is currently done with robots and autonomous vehicles.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Automation, Laboratory
  • Bacterial Proteins / genetics
  • Bacterial Proteins / metabolism
  • Cell Cycle / drug effects
  • Cell Cycle / genetics*
  • Culture Media / chemistry
  • Culture Media / pharmacology
  • Cyclins / genetics*
  • Cyclins / metabolism
  • Feedback, Physiological*
  • GTP Phosphohydrolases / genetics*
  • GTP Phosphohydrolases / metabolism
  • Gene Expression Regulation, Fungal*
  • Genes, Reporter
  • Luminescent Proteins / genetics
  • Luminescent Proteins / metabolism
  • Membrane Proteins / genetics*
  • Membrane Proteins / metabolism
  • Microfluidic Analytical Techniques
  • Models, Biological
  • Organisms, Genetically Modified
  • Red Fluorescent Protein
  • Saccharomyces cerevisiae / drug effects
  • Saccharomyces cerevisiae / genetics*
  • Saccharomyces cerevisiae / growth & development
  • Saccharomyces cerevisiae / metabolism
  • Saccharomyces cerevisiae Proteins / genetics*
  • Saccharomyces cerevisiae Proteins / metabolism

Substances

  • Bacterial Proteins
  • CLN1 protein, S cerevisiae
  • CLN2 protein, S cerevisiae
  • Culture Media
  • Cyclins
  • Luminescent Proteins
  • Membrane Proteins
  • Saccharomyces cerevisiae Proteins
  • yellow fluorescent protein, Bacteria
  • CDC10 protein, S cerevisiae
  • GTP Phosphohydrolases