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Nature Study Decodes Cancer’s Epigenetic ‘Black Box’ With EVOFLUx

The Bayesian tool read tumor history across about 2,000 leukemia and lymphoma cases.

Overview

  • Researchers from IDIBAPS in Barcelona and the Institute of Cancer Research in London report that fluctuating DNA methylation preserves a record of a tumor’s origin and evolution.
  • Using archival methylation datasets, the EVOFLUx algorithm reconstructed when cancers began, how quickly they expanded, and whether they developed cellular diversity.
  • In chronic lymphocytic leukemia, the method predicted which patients would likely need treatment years before clinical intervention.
  • The teams say early tests in colorectal cancer suggest broader applicability, and they are adapting the approach for liquid biopsy in solid tumors.
  • Authors estimate a per-sample cost of roughly €200–€300 and note that routine clinical use will require further validation and industry partnerships.