Single-Cell Sequencing Identifies Master Regulators Affected by Panobinostat in Neuroblastoma Cells

Genes (Basel). 2022 Nov 29;13(12):2240. doi: 10.3390/genes13122240.

Abstract

The molecular mechanisms and gene regulatory networks sustaining cell proliferation in neuroblastoma (NBL) cells are still not fully understood. In this tumor context, it has been proposed that anti-proliferative drugs, such as the pan-HDAC inhibitor panobinostat, could be tested to mitigate tumor progression. Here, we set out to investigate the effects of panobinostat treatment at the unprecedented resolution offered by single-cell sequencing. We identified a global senescence signature paired with reduction in proliferation in treated Kelly cells and more isolated transcriptional responses compatible with early neuronal differentiation. Using master regulator analysis, we identified BAZ1A, HCFC1, MAZ, and ZNF146 as the transcriptional regulators most significantly repressed by panobinostat. Experimental silencing of these transcription factors (TFs) confirmed their role in sustaining NBL cell proliferation in vitro.

Keywords: Kelly; gene networks; master regulator analysis; neuroblastoma; panobinostat; single-cell sequencing; transcriptomics.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Apoptosis
  • Chromosomal Proteins, Non-Histone
  • Humans
  • Hydroxamic Acids* / pharmacology
  • Hydroxamic Acids* / therapeutic use
  • Indoles / pharmacology
  • Indoles / therapeutic use
  • Neuroblastoma* / drug therapy
  • Neuroblastoma* / genetics
  • Panobinostat / pharmacology
  • Panobinostat / therapeutic use

Substances

  • Panobinostat
  • Hydroxamic Acids
  • Indoles
  • BAZ1A protein, human
  • Chromosomal Proteins, Non-Histone

Grants and funding

This research was funded by the CARISBO Foundation under Bando Ricerca Medica e Alta Tecnologia 2021 (project 2021.0167); the CINECA consortium under projects HP10CJH90B and HP10CDL436; the Italian Ministry of University and Research under project Montalcini 2016; and the Italian Association for Research on Cancer under project AIRC2020-IG24341.