Logo del repository
  1. Home
 
Opzioni

Simple Detection of Unstained Live Senescent Cells with Imaging Flow Cytometry

Marco Malavolta
•
Robertina Giacconi
•
Francesco Piacenza
altro
Mauro Provinciali
2022
  • journal article

Periodico
CELLS
Abstract
Cellular senescence is a hallmark of aging and a promising target for therapeutic approaches. The identification of senescent cells requires multiple biomarkers and complex experimental procedures, resulting in increased variability and reduced sensitivity. Here, we propose a simple and broadly applicable imaging flow cytometry (IFC) method. This method is based on measuring autofluorescence and morphological parameters and on applying recent artificial intelligence (AI) and machine learning (ML) tools. We show that the results of this method are superior to those obtained measuring the classical senescence marker, senescence-associated beta-galactosidase (SA-β-Gal). We provide evidence that this method has the potential for diagnostic or prognostic applications as it was able to detect senescence in cardiac pericytes isolated from the hearts of patients affected by end-stage heart failure. We additionally demonstrate that it can be used to quantify senescence “in vivo” and can be used to evaluate the effects of senolytic compounds. We conclude that this method can be used as a simple and fast senescence assay independently of the origin of the cells and the procedure to induce senescence.
DOI
10.3390/cells11162506
WOS
WOS:000846326400001
Archivio
http://hdl.handle.net/11390/1232244
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85137127234
https://ricerca.unityfvg.it/handle/11390/1232244
Diritti
open access
Soggetti
  • artificial intelligen...

  • cellular senescence

  • imaging flow cytometr...

  • replicative senescenc...

  • senolytic

  • Aging

  • Biomarker

  • Flow Cytometry

  • Human

  • Artificial Intelligen...

  • Cellular Senescence

google-scholar
Get Involved!
  • Source Code
  • Documentation
  • Slack Channel
Make it your own

DSpace-CRIS can be extensively configured to meet your needs. Decide which information need to be collected and available with fine-grained security. Start updating the theme to match your nstitution's web identity.

Need professional help?

The original creators of DSpace-CRIS at 4Science can take your project to the next level, get in touch!

Realizzato con Software DSpace-CRIS - Estensione mantenuta e ottimizzata da 4Science

  • Impostazioni dei cookie
  • Informativa sulla privacy
  • Accordo con l'utente finale
  • Invia il tuo Feedback