Automated cell cycle and cell size measurements for single-cell gene expression studies

BMC Res Notes. 2018 Feb 1;11(1):92. doi: 10.1186/s13104-018-3195-y.

Abstract

Objectives: Recent rise of single-cell studies revealed the importance of understanding the role of cell-to-cell variability, especially at the transcriptomic level. One of the numerous sources of cell-to-cell variation in gene expression is the heterogeneity in cell proliferation state. In order to identify how cell cycle and cell size influences gene expression variability at the single-cell level, we provide an universal and automatic toxic-free label method, compatible with single-cell high-throughput RT-qPCR. The method consists of isolating cells after a double-stained, analyzing their morphological parameters and performing a transcriptomic analysis on the same identified cells.

Results: This led to an unbiased gene expression analysis and could be also used for improving single-cell tracking and imaging when combined with cell isolation. As an application for this technique, we showed that cell-to-cell variability in chicken erythroid progenitors was negligibly influenced by cell size nor cell cycle.

Keywords: Cell cycle; Cell size; Gene expression; Single-cell transcriptomic.

MeSH terms

  • Animals
  • Automation, Laboratory
  • Avian Proteins / genetics*
  • Avian Proteins / metabolism
  • Cation Transport Proteins / genetics
  • Cation Transport Proteins / metabolism
  • Cell Cycle / genetics*
  • Cell Proliferation
  • Cell Size
  • Chickens
  • Erythroid Precursor Cells / cytology
  • Erythroid Precursor Cells / metabolism*
  • Gene Expression Profiling
  • Genetic Variation
  • HSP90 Heat-Shock Proteins / genetics
  • HSP90 Heat-Shock Proteins / metabolism
  • Primary Cell Culture
  • Single-Cell Analysis / methods*
  • Staining and Labeling / methods
  • Transcriptome*
  • beta-Globins / genetics
  • beta-Globins / metabolism

Substances

  • Avian Proteins
  • Cation Transport Proteins
  • HSP90 Heat-Shock Proteins
  • beta-Globins

Grants and funding