Nature Communications (Jul 2020)

Spatial domain analysis predicts risk of colorectal cancer recurrence and infers associated tumor microenvironment networks

  • Shikhar Uttam,
  • Andrew M. Stern,
  • Christopher J. Sevinsky,
  • Samantha Furman,
  • Filippo Pullara,
  • Daniel Spagnolo,
  • Luong Nguyen,
  • Albert Gough,
  • Fiona Ginty,
  • D. Lansing Taylor,
  • S. Chakra Chennubhotla

DOI
https://doi.org/10.1038/s41467-020-17083-x
Journal volume & issue
Vol. 11, no. 1
pp. 1 – 14

Abstract

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Spatial information in the tumour microenvironment may be exploited to optimise diagnosis, prognosis and therapy. Here, the authors develop a spatial analytics computational and systems pathology platform (SpAn) based on highly multiplexed antibody imaging on colorectal cancer samples to infer emergent network biology and predict 5-year risk of recurrence.