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

TCGA-49-4494-01A-01R-1206-07

· cohortA1

121b022b-dce7-50b2-9497-7d92a4fa4830

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
cohortA1
subtype
cohortA1
age_years
77

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.550
  • CHOLESTEROL_HOMEOSTASIS+0.500
  • INTERFERON_GAMMA_RESPONSE+0.450
  • OXIDATIVE_PHOSPHORYLATION+0.390
  • MTORC1_SIGNALING+0.370
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.370
  • GLYCOLYSIS+0.360
  • ADIPOGENESIS+0.350
  • COAGULATION+0.310
  • ESTROGEN_RESPONSE_LATE+0.310

Top 10 suppressed

  • MITOTIC_SPINDLE-0.420
  • HEDGEHOG_SIGNALING-0.360
  • WNT_BETA_CATENIN_SIGNALING-0.350
  • UV_RESPONSE_DN-0.300
  • G2M_CHECKPOINT-0.190
  • MYOGENESIS-0.120
  • TGF_BETA_SIGNALING-0.050
  • SPERMATOGENESIS-0.030
  • APICAL_SURFACE-0.020
  • APICAL_JUNCTION-0.010

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1551ADCCD-D116-43D8-AABC-E7E111D79E70
brain-umap@2
0.910
2ff02e85e-2f87-4832-aaea-3322db33c57a
colon-landscapes@1
0.898
3TCGA-38-4632-01A-01R-1755-07
lung-landscapes@6
cohortA10.892
4bc895549-854b-484f-8a6d-9e5152829bcb
colon-landscapes@1
0.887
5SRR33532822
breast-umap@18
C0.883
6TCGA-33-4589-01A-01R-1443-07
lung-landscapes@6
cohortSQ10.876
731550B35-DA39-4294-8368-811A412B2E3A
brain-umap@2
0.875
8TCGA-05-4418-01A-01R-1206-07
lung-landscapes@6
cohortA40.872
9TCGA-BA-5152-01A-02R-1873-07
head-neck@1
0.870
10TCGA-05-5425-01A-02R-1628-07
lung-landscapes@6
cohortA40.863

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.550Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.500Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.450Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.390Remibrutinib— uncovered
MTORC1_SIGNALING0.370Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.370Inavolisib— uncovered
GLYCOLYSIS0.360Inavolisib— uncovered
ADIPOGENESIS0.350Inavolisib— uncovered
COAGULATION0.310Binimetinib— uncovered
ESTROGEN_RESPONSE_LATE0.310Idelalisib— uncovered
ALLOGRAFT_REJECTION0.300Idelalisib— uncovered
COMPLEMENT0.300Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.290Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.290Idelalisib— uncovered
FATTY_ACID_METABOLISM0.270Inavolisib— uncovered
APOPTOSIS0.260Idelalisib— uncovered
PEROXISOME0.260Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.240Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.240Inavolisib— uncovered
PANCREAS_BETA_CELLS0.230Cobimetinib— uncovered