Monitoring nucleolar-nucleoplasmic protein shuttling in living cells by high-content microscopy and automated image analysis

Nucleic Acids Res. 2024 Aug 27;52(15):e72. doi: 10.1093/nar/gkae598.

Abstract

The nucleolus has core functions in ribosome biosynthesis, but also acts as a regulatory hub in a plethora of non-canonical processes, including cellular stress. Upon DNA damage, several DNA repair factors shuttle between the nucleolus and the nucleoplasm. Yet, the molecular mechanisms underlying such spatio-temporal protein dynamics remain to be deciphered. Here, we present a novel imaging platform to investigate nucleolar-nucleoplasmic protein shuttling in living cells. For image acquisition, we used a commercially available automated fluorescence microscope and for image analysis, we developed a KNIME workflow with implementation of machine learning-based tools. We validated the method with different nucleolar proteins, i.e., PARP1, TARG1 and APE1, by monitoring their shuttling dynamics upon oxidative stress. As a paradigm, we analyzed PARP1 shuttling upon H2O2 treatment in combination with a range of pharmacological inhibitors in a novel reporter cell line. These experiments revealed that inhibition of SIRT7 results in a loss of nucleolar PARP1 localization. Finally, we unraveled specific differences in PARP1 shuttling dynamics after co-treatment with H2O2 and different clinical PARP inhibitors. Collectively, this work delineates a highly sensitive and versatile bioimaging platform to investigate swift nucleolar-nucleoplasmic protein shuttling in living cells, which can be employed for pharmacological screening and in-depth mechanistic analyses.

MeSH terms

  • Cell Nucleolus* / metabolism
  • Cell Nucleus / metabolism
  • DNA-(Apurinic or Apyrimidinic Site) Lyase* / metabolism
  • HeLa Cells
  • Humans
  • Hydrogen Peroxide / pharmacology
  • Image Processing, Computer-Assisted / methods
  • Machine Learning
  • Microscopy, Fluorescence / methods
  • Nuclear Proteins / metabolism
  • Oxidative Stress
  • Poly (ADP-Ribose) Polymerase-1* / metabolism
  • Poly(ADP-ribose) Polymerase Inhibitors / pharmacology
  • Protein Transport
  • Sirtuins / metabolism

Substances

  • DNA-(Apurinic or Apyrimidinic Site) Lyase
  • Poly (ADP-Ribose) Polymerase-1
  • APEX1 protein, human
  • PARP1 protein, human
  • Hydrogen Peroxide
  • Sirtuins
  • Nuclear Proteins
  • Poly(ADP-ribose) Polymerase Inhibitors