Login / Signup

Sarcoma classification by DNA methylation profiling in clinical everyday life: the Charité experience.

Siyer RoohaniFelix EhretEilís PerezDavid CapperArmin JaroschAnne FlörckenSven MärdianDaniel ZipsDavid Kaul
Published in: Clinical epigenetics (2022)
The sarcoma classifier is a valuable diagnostic tool that should be used after comprehensive clinical and histopathological evaluation. It may help to reassure the histopathological diagnosis or indicate the need for thorough reassessment in cases where it contradicts previous findings. However, certain limitations (non-classifiable cases, misclassifications, unclear degree of sample purity for analysis and others) currently preclude wide clinical application. The current sarcoma classifier is therefore not yet ready for a broad clinical routine. With further refinements, this promising tool may be implemented in daily clinical practice in selected cases.
Keyphrases
  • clinical practice
  • dna methylation
  • machine learning
  • gene expression
  • physical activity
  • deep learning
  • copy number