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Fighting rare cancers: lessons from fibrolamellar hepatocellular carcinoma.

Sanford M Simon
Published in: Nature reviews. Cancer (2023)
The fight against rare cancers faces myriad challenges, including missed or wrong diagnoses, lack of information and diagnostic tools, too few samples and too little funding. Yet many advances in cancer biology, such as the realization that there are tumour suppressor genes, have come from studying well-defined, albeit rare, cancers. Fibrolamellar hepatocellular carcinoma (FLC), a typically lethal liver cancer, mainly affects adolescents and young adults. FLC is both rare, 1 in 5 million, and problematic to diagnose. From the paucity of data, it was not known whether FLC was one cancer or a collection with similar phenotypes, or whether it was genetically inherited or the result of a somatic mutation. A personal journey through a decade of work reveals answers to these questions and a road map of steps and missteps in our fight against a rare cancer.
Keyphrases
  • papillary thyroid
  • squamous cell
  • childhood cancer
  • gene expression
  • young adults
  • squamous cell carcinoma
  • deep learning
  • electronic health record
  • transcription factor
  • genome wide
  • data analysis
  • bioinformatics analysis