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Deciphering Intratumoral Molecular Heterogeneity in Clear Cell Renal Cell Carcinoma with a Radiogenomics Platform.

Durga UdayakumarZe ZhangYin XiDurgesh K DwivediMichael FulkersonSydney HaldemanTiffani McKenzieQurratulain YousufAllison JoyceAsghar HajibeigiHollis NotgrassAlberto Diaz de LeonQing YuanMatthew A LewisAnanth J MadhuranthakamRobert C SibleyRoy EliasJunyu GuoAlana ChristieRenée M McKayJeffrey A CadedduAditya BagrodiaVitaly MargulisJames BrugarolasTao WangPayal KapurIvan Pedrosa
Published in: Clinical cancer research : an official journal of the American Association for Cancer Research (2021)
These findings have important implications for decision models based on biopsy samples and highlight the potential of more comprehensive imaging-based approaches.
Keyphrases
  • high resolution
  • single cell
  • high throughput
  • ultrasound guided
  • fine needle aspiration
  • single molecule
  • climate change