# OnCo record idea-bio2-io-biomarker-data-commons (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-io-biomarker-data-commons/>
  a schema:CreativeWork ;
  onco:kind "idea" ;
  schema:identifier "idea-bio2-io-biomarker-data-commons" ;
  schema:name "Pool every immunotherapy trial's biomarker data into one commons"@en ;
  schema:description "Dozens of trials have collected immune, genomic and imaging data on the same drugs. Nobody can analyse them together, so the answer stays hidden in fragments."@en ;
  schema:url <https://onco.cc/ideas/idea-bio2-io-biomarker-data-commons/> ;
  schema:dateModified "2026-09-08"^^xsd:date ;
  schema:citation <https://doi.org/10.1001/jamanetworkopen.2019.2535> ;
  onco:related <https://onco.cc/ideas/idea-multimodal-foundation-model/>, <https://onco.cc/collections/cbioportal/>, <https://onco.cc/collections/genie/>, <https://onco.cc/collections/clinicaltrials-gov/>, <https://onco.cc/collections/oncokb/> ;
  onco:technologies <https://onco.cc/technologies/single-cell-spatial/>, <https://onco.cc/technologies/pathology-foundation-model/>, <https://onco.cc/technologies/rna-seq/> ;
  onco:terms <https://onco.cc/terms/tmb/>, <https://onco.cc/terms/tps/>, <https://onco.cc/terms/real-world-evidence/> ;
  onco:bottlenecks <https://onco.cc/bottlenecks/b-immunotherapy-response/>, <https://onco.cc/bottlenecks/b-data-silos/>, <https://onco.cc/bottlenecks/b-ai-validation/> ;
  onco:keyPapers <https://onco.cc/key-papers/paper-haslam-jama-netw-open/> .