Leveraging diverse cell death patterns in osteosarcoma patients and identification of the function of FADS2 in

Guannan Bai1, Shaobo Zhao1, Lushan Chen2

  • 1Department of Orthopedic Surgery, Children's Hospital, Zhejiang University School of Medicine, National Children's Regional Medical Center, National Clinical Research Center for Child Health, 3333 Binsheng Road, Hangzhou, 310052, Zhejiang Province, China.

Scientific Reports
|July 1, 2025
PubMed

Insights

This study identifies key programmed cell death genes (PCD-DEGs) in osteosarcoma (OS) and develops a cell death index (CDI) for predicting patient prognosis and treatment response in this common childhood bone cancer.

Area of Science:

  • Oncology
  • Molecular Biology
  • Genetics

Background:

  • Osteosarcoma (OS) is a prevalent bone cancer in children and adolescents with poor survival rates for metastatic or recurrent cases.
  • Dysregulation of programmed cell death (PCD) is implicated in tumor progression, necessitating the identification of novel therapeutic targets.

Purpose of the Study:

  • To identify differentially expressed PCD genes (PCD-DEGs) in OS.
  • To develop a novel indicator, the cell death index (CDI), for predicting therapeutic interventions, immune responses, and prognosis in OS.
  • To investigate the role of specific PCD genes in OS progression and treatment.

Main Methods:

  • Identification and analysis of PCD-DEGs in OS.
  • Functional enrichment and somatic mutation analysis.
  • Development and validation of a prognostic nomogram incorporating the CDI.
  • Immunohistochemistry assays to determine gene expression in OS tissues.
  • In vitro experiments to assess the functional role of FADS2.

Main Results:

  • A total of 265 PCD-DEGs were identified in OS.
  • A PCD-related gene signature (CLTCL1, FADS2, PLEKHF1) showed significant predictive value.
  • The developed nomogram demonstrated good performance in predicting OS outcomes.
  • CDI correlated strongly with immunomodulators, tumor microenvironment, and drug sensitivity.
  • FADS2, CLTCL1, and PLEKHF1 were found to be suppressed in OS tissues.
  • FADS2 was shown to inhibit OS cell migration and invasion and induce ferroptosis.

Conclusions:

  • The proposed PCD-related gene signature and CDI serve as practical prognostic predictors for OS patients.
  • These indicators can significantly aid in assessing clinical outcomes and guiding therapeutic strategies for osteosarcoma.
  • FADS2 exhibits tumor-suppressive functions in OS and may be a potential therapeutic target.

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