# OnCo record idea-tr2-spatial-biomarker-standards (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-tr2-spatial-biomarker-standards/>
  a schema:CreativeWork ;
  onco:kind "idea" ;
  schema:identifier "idea-tr2-spatial-biomarker-standards" ;
  schema:name "Standards for spatial and multiplex tissue biomarkers before they reach the clinic"@en ;
  schema:description "New microscopes can measure dozens of proteins at once and map where immune cells sit in a tumour. These readouts could predict immunotherapy response, but every lab does it differently."@en ;
  schema:url <https://onco.cc/ideas/idea-tr2-spatial-biomarker-standards/> ;
  schema:dateModified "2026-09-08"^^xsd:date ;
  schema:citation <https://doi.org/10.1001/jamaoncol.2021.7239> ;
  onco:related <https://onco.cc/companies/10x-genomics/> ;
  onco:technologies <https://onco.cc/technologies/single-cell-spatial/>, <https://onco.cc/technologies/digital-pathology-ai/> ;
  onco:terms <https://onco.cc/terms/tils/>, <https://onco.cc/terms/cold-vs-hot/> ;
  onco:bottlenecks <https://onco.cc/bottlenecks/b-biomarker-validation/>, <https://onco.cc/bottlenecks/b-immunotherapy-response/> ;
  onco:keyPapers <https://onco.cc/key-papers/paper-fernandez-jama-oncol/> .