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

TCGA-CQ-6228-01A-11R-1915-07

4afcc95c-5a4e-5200-b2bf-219729fcb02d

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
overall_survival_months
0.104109589
sex
female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.440
  • OXIDATIVE_PHOSPHORYLATION+0.360
  • HYPOXIA+0.340
  • MYC_TARGETS_V1+0.320
  • PANCREAS_BETA_CELLS+0.260
  • MTORC1_SIGNALING+0.250
  • FATTY_ACID_METABOLISM+0.220
  • GLYCOLYSIS+0.220
  • HEDGEHOG_SIGNALING+0.220
  • UV_RESPONSE_UP+0.140

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.480
  • ALLOGRAFT_REJECTION-0.440
  • APICAL_SURFACE-0.420
  • IL6_JAK_STAT3_SIGNALING-0.420
  • INTERFERON_GAMMA_RESPONSE-0.420
  • INFLAMMATORY_RESPONSE-0.330
  • COMPLEMENT-0.300
  • COAGULATION-0.280
  • APICAL_JUNCTION-0.270
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.250

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-CV-6962-01A-11R-1915-07
head-neck@1
0.782
2MNG999
mng-umap@100
0.781
3TCGA-UF-A71E-01A-31R-A34R-07
head-neck@1
0.776
4ULC1533T_S61
lung-landscapes@6
cohortA20.770
5ccfdc2a2-bb01-41c2-9ef1-98bbd1cfae22
melanoma-umap@29
0.762
6TCGA-BB-8601-01A-11R-2403-07
head-neck@1
0.755
756D3154E-E779-4C27-8305-FEE7310B6762
brain-umap@2
0.754
8X265fd2ee.a8d9.4142.bf96.86a40f37234e
lung-landscapes@6
cohortA20.752
9MDT-AP-0580
medullo-epn-umap@date-based
MedMedulloblastoma0.747
10MDT-AP-2020
medullo-epn-umap@date-based
MedMedulloblastoma0.744

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 23 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
REACTIVE_OXYGEN_SPECIES_PATHWAY0.440Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.360Remibrutinib— uncovered
HYPOXIA0.340Idelalisib— uncovered
MYC_TARGETS_V10.320Inavolisib— uncovered
PANCREAS_BETA_CELLS0.260Cobimetinib— uncovered
MTORC1_SIGNALING0.250Inavolisib— uncovered
FATTY_ACID_METABOLISM0.220Inavolisib— uncovered
GLYCOLYSIS0.220Inavolisib— uncovered
HEDGEHOG_SIGNALING0.220Inavolisib— uncovered
UV_RESPONSE_UP0.140Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.130Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.120Inavolisib— uncovered
ADIPOGENESIS0.110Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.100Remibrutinib— uncovered
MYC_TARGETS_V20.080Idelalisib— uncovered
PROTEIN_SECRETION0.070Remibrutinib— uncovered
TGF_BETA_SIGNALING0.060Inavolisib— uncovered
P53_PATHWAY0.040Idelalisib— uncovered
PEROXISOME0.040Idelalisib— uncovered
G2M_CHECKPOINT0.020Inavolisib— uncovered