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

TCGA-49-4490-01A-21R-1858-07

· cohortA1

9e1fe4c2-b172-5b5e-b651-6cdd7b738616

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
45

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • COAGULATION+0.410
  • MYOGENESIS+0.360
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.350
  • KRAS_SIGNALING_DN+0.330
  • ANGIOGENESIS+0.270
  • HEDGEHOG_SIGNALING+0.260
  • KRAS_SIGNALING_UP+0.260
  • APICAL_JUNCTION+0.220
  • NOTCH_SIGNALING+0.200
  • PANCREAS_BETA_CELLS+0.140

Top 10 suppressed

  • E2F_TARGETS-0.670
  • G2M_CHECKPOINT-0.600
  • MYC_TARGETS_V1-0.430
  • UNFOLDED_PROTEIN_RESPONSE-0.430
  • MITOTIC_SPINDLE-0.420
  • MTORC1_SIGNALING-0.410
  • PROTEIN_SECRETION-0.400
  • PI3K_AKT_MTOR_SIGNALING-0.370
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.330
  • DNA_REPAIR-0.280

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-97-8547-01A-11R-2403-07
lung-landscapes@6
cohortA10.896
2TCGA-XF-A9SP-01A-11R-A39I-07
bladder-landscape@3
0.895
3TCGA-49-4512-01A-21R-1858-07
lung-landscapes@6
cohortA10.893
4s0095205
melanoma-umap@29
0.881
5X9cad7a78.ea9b.47b0.9d06.e5e696031cc3
lung-landscapes@6
cohortA10.870
6TCGA-55-8096-01A-11R-2241-07
lung-landscapes@6
cohortA10.870
7TCGA-ZF-A9R9-01A-11R-A38B-07
bladder-landscape@3
0.865
8SRR1487825
brain-umap@2
GTEX0.861
9SRR1378155
brain-umap@2
GTEX0.861
10TCGA-XF-A8HH-01A-11R-A38B-07
bladder-landscape@3
0.858

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
COAGULATION0.410Binimetinib— uncovered
MYOGENESIS0.360Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.350Inavolisib— uncovered
KRAS_SIGNALING_DN0.330Remibrutinib— uncovered
ANGIOGENESIS0.270Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.260Inavolisib— uncovered
KRAS_SIGNALING_UP0.260Inavolisib— uncovered
APICAL_JUNCTION0.220Inavolisib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
PANCREAS_BETA_CELLS0.140Cobimetinib— uncovered
GLYCOLYSIS0.120Inavolisib— uncovered
APICAL_SURFACE0.100Temsirolimus— uncovered
ESTROGEN_RESPONSE_LATE0.080Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.060Inavolisib— uncovered
HYPOXIA0.030Idelalisib— uncovered
TGF_BETA_SIGNALING0.020Inavolisib— uncovered