Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

s0094283

484b6956-403c-57bd-b620-cdf5bd581fac

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • OXIDATIVE_PHOSPHORYLATION+0.300
  • ANGIOGENESIS+0.200
  • APICAL_SURFACE+0.200
  • KRAS_SIGNALING_DN+0.200
  • MYOGENESIS+0.200
  • PANCREAS_BETA_CELLS+0.200
  • COAGULATION+0.100
  • ESTROGEN_RESPONSE_EARLY+0.100
  • ESTROGEN_RESPONSE_LATE+0.100
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.100

Top 10 suppressed

  • E2F_TARGETS-0.500
  • G2M_CHECKPOINT-0.500
  • MITOTIC_SPINDLE-0.500
  • TGF_BETA_SIGNALING-0.500
  • INTERFERON_ALPHA_RESPONSE-0.400
  • INTERFERON_GAMMA_RESPONSE-0.400
  • MYC_TARGETS_V1-0.400
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.300
  • IL6_JAK_STAT3_SIGNALING-0.300
  • MTORC1_SIGNALING-0.300

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-NJ-A4YF-01A-12R-A262-07
lung-landscapes@6
cohortA30.870
2SRR25617874
breast-umap@18
B0.846
3TCGA-62-A46P-01A-11R-A24H-07
lung-landscapes@6
cohortA30.843
4SRR1085825
brain-umap@2
GTEX0.838
5SRR1440058
brain-umap@2
GTEX0.832
6MNG543
mng-umap@100
0.831
7SRR1349013
brain-umap@2
GTEX0.826
8TCGA-CV-6937-01A-11R-2016-07
head-neck@1
0.826
9SRR1341763
brain-umap@2
GTEX0.821
10SRR25617843
breast-umap@18
B0.820

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 10 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.300Remibrutinib— uncovered
ANGIOGENESIS0.200Remibrutinib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
KRAS_SIGNALING_DN0.200Remibrutinib— uncovered
MYOGENESIS0.200Inavolisib— uncovered
PANCREAS_BETA_CELLS0.200Cobimetinib— uncovered
COAGULATION0.100Binimetinib— uncovered
ESTROGEN_RESPONSE_EARLY0.100Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.100Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.100Inavolisib— uncovered