Metabolic profiling of therapy-induced senescent cancer cells via TPEF, MALDI-MS, and RNA-sequencing

Silvia Ghislanzoni1, Federica Padelli1, Matteo Niero1

  • 1Department of Diagnostic Innovation, Fondazione IRCCS Istituto Nazionale dei Tumori, Via Giacomo Venezian 1, Milan, 20133, Italy.

Scientific Reports
|December 17, 2025
PubMed

Insights

Therapy-induced senescence (TIS) drives cancer relapse. This study reveals conserved metabolic vulnerabilities in senescent cancer cells, including mitochondrial dysfunction and lipid remodeling, suggesting new targets for senolytic therapies to improve cancer treatment outcomes.

Area of Science:

  • Oncology
  • Cell Biology
  • Metabolomics

Background:

  • Cancer therapy resistance and recurrence are significant clinical challenges.
  • Therapy-induced senescence (TIS) promotes tumor persistence and relapse through inflammation.
  • Targeting TIS is complicated by its heterogeneity.

Purpose of the Study:

  • To characterize metabolic alterations in senescent cancer cells induced by chemotherapy or irradiation.
  • To identify conserved and cell type-specific metabolic traits of TIS.
  • To highlight metabolic vulnerabilities for senolytic intervention.

Main Methods:

  • Multi-modal characterization of senescent cancer cells (MCF7, HeLa, TPC-1).
  • Mitochondrial function assessment (MitoTracker, JC-1 staining).
  • Label-free imaging of NAD(P)H/FAD distribution (two-photon excitation fluorescence microscopy).
  • Lipid remodeling analysis (MALDI mass spectrometry imaging).
  • Transcriptomic profiling (RNA sequencing).

Main Results:

  • Senescent cells exhibit mitochondrial dysfunction, altered NAD(P)H/FAD ratios, and decreased membrane potential.
  • Lipidomics revealed consistent remodeling, particularly cardiolipin precursors.
  • Transcriptomics identified distinct signatures in engulfing-senescent cells, involving lipid metabolism and cell communication.

Conclusions:

  • TIS displays conserved and cell-specific metabolic alterations.
  • Metabolic vulnerabilities in senescent cells offer targets for senolytic therapies.
  • Understanding TIS metabolism is crucial for overcoming cancer treatment failure.