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

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 p...

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Detalles Bibliográficos
Autores principales: Milazzo, Giorgio, Perini, Giovanni, Giorgi, Federico M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9778475/
https://www.ncbi.nlm.nih.gov/pubmed/36553506
http://dx.doi.org/10.3390/genes13122240
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author Milazzo, Giorgio
Perini, Giovanni
Giorgi, Federico M.
author_facet Milazzo, Giorgio
Perini, Giovanni
Giorgi, Federico M.
author_sort Milazzo, Giorgio
collection PubMed
description 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.
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spelling pubmed-97784752022-12-23 Single-Cell Sequencing Identifies Master Regulators Affected by Panobinostat in Neuroblastoma Cells Milazzo, Giorgio Perini, Giovanni Giorgi, Federico M. Genes (Basel) Article 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. MDPI 2022-11-29 /pmc/articles/PMC9778475/ /pubmed/36553506 http://dx.doi.org/10.3390/genes13122240 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Milazzo, Giorgio
Perini, Giovanni
Giorgi, Federico M.
Single-Cell Sequencing Identifies Master Regulators Affected by Panobinostat in Neuroblastoma Cells
title Single-Cell Sequencing Identifies Master Regulators Affected by Panobinostat in Neuroblastoma Cells
title_full Single-Cell Sequencing Identifies Master Regulators Affected by Panobinostat in Neuroblastoma Cells
title_fullStr Single-Cell Sequencing Identifies Master Regulators Affected by Panobinostat in Neuroblastoma Cells
title_full_unstemmed Single-Cell Sequencing Identifies Master Regulators Affected by Panobinostat in Neuroblastoma Cells
title_short Single-Cell Sequencing Identifies Master Regulators Affected by Panobinostat in Neuroblastoma Cells
title_sort single-cell sequencing identifies master regulators affected by panobinostat in neuroblastoma cells
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9778475/
https://www.ncbi.nlm.nih.gov/pubmed/36553506
http://dx.doi.org/10.3390/genes13122240
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