# OnCo record idea-bio2-spatial-signature-cdx (idea). Data CC BY-NC 4.0, attribute "Data from OnCo (onco.cc)". Whole corpus: https://onco.cc/api/v1/onco.nt
@prefix schema: <https://schema.org/> .
@prefix onco: <https://onco.cc/ns#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<https://onco.cc/ideas/idea-bio2-spatial-signature-cdx/>
  a schema:CreativeWork ;
  onco:kind "idea" ;
  schema:identifier "idea-bio2-spatial-signature-cdx" ;
  schema:name "Turn the map of immune cells inside a tumour into a standardised test"@en ;
  schema:description "Whether immune cells are next to cancer cells matters more than how many there are. Turning that spatial picture into a reliable, standardised test would predict response better."@en ;
  schema:url <https://onco.cc/ideas/idea-bio2-spatial-signature-cdx/> ;
  schema:dateModified "2026-09-08"^^xsd:date ;
  schema:citation <https://doi.org/10.1001/jamanetworkopen.2019.2535> ;
  onco:technologies <https://onco.cc/technologies/single-cell-spatial/>, <https://onco.cc/technologies/digital-pathology-ai/>, <https://onco.cc/technologies/companion-diagnostic/>, <https://onco.cc/technologies/pathology-foundation-model/> ;
  onco:companies <https://onco.cc/companies/10x-genomics/>, <https://onco.cc/companies/paige/>, <https://onco.cc/companies/bostongene/>, <https://onco.cc/companies/lunit/> ;
  onco:terms <https://onco.cc/terms/tps/>, <https://onco.cc/terms/cps/>, <https://onco.cc/terms/tils/>, <https://onco.cc/terms/cold-vs-hot/> ;
  onco:bottlenecks <https://onco.cc/bottlenecks/b-immunotherapy-response/>, <https://onco.cc/bottlenecks/b-biomarker-validation/>, <https://onco.cc/bottlenecks/b-ai-validation/> ;
  onco:keyPapers <https://onco.cc/key-papers/paper-haslam-jama-netw-open/> .