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

TCGA-49-6745-01A-11R-1858-07

· cohortA1

3a723507-d38b-5ff9-bc25-281cf14a0040

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
82

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+0.540
  • INTERFERON_GAMMA_RESPONSE+0.510
  • ALLOGRAFT_REJECTION+0.460
  • UV_RESPONSE_DN+0.460
  • TGF_BETA_SIGNALING+0.440
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.420
  • PROTEIN_SECRETION+0.420
  • COMPLEMENT+0.410
  • MITOTIC_SPINDLE+0.410
  • INFLAMMATORY_RESPONSE+0.400

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.270
  • PANCREAS_BETA_CELLS-0.260
  • SPERMATOGENESIS-0.170
  • CHOLESTEROL_HOMEOSTASIS-0.130
  • OXIDATIVE_PHOSPHORYLATION-0.110
  • BILE_ACID_METABOLISM-0.080
  • DNA_REPAIR-0.070
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.070
  • UNFOLDED_PROTEIN_RESPONSE+0.000
  • XENOBIOTIC_METABOLISM+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
1TCGA-44-7661-01A-11R-2066-07
lung-landscapes@6
cohortA10.918
2SRR934862
brain-umap@2
0.909
3TCGA-70-6722-01A-11R-1820-07
lung-landscapes@6
cohortSQ10.905
4TCGA-E7-A97P-01A-11R-A38B-07
bladder-landscape@3
0.904
5SRR934816
brain-umap@2
0.901
6SRR934726
brain-umap@2
0.899
7738B9C39-A73F-4BD5-A8D4-3F75B9E14569
brain-umap@2
0.898
8C6888F62-AE14-4F73-A1B8-2CB81E2809FD
brain-umap@2
0.895
92D0A1BA3-EC1D-4B4F-A383-9353C0F4BE85
brain-umap@2
0.894
10SRR934782
brain-umap@2
0.892

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.540Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.510Idelalisib— uncovered
ALLOGRAFT_REJECTION0.460Idelalisib— uncovered
UV_RESPONSE_DN0.460Inavolisib— uncovered
TGF_BETA_SIGNALING0.440Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.420Inavolisib— uncovered
PROTEIN_SECRETION0.420Remibrutinib— uncovered
COMPLEMENT0.410Inavolisib— uncovered
MITOTIC_SPINDLE0.410Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.400Idelalisib— uncovered
ANGIOGENESIS0.390Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.390Inavolisib— uncovered
APOPTOSIS0.380Idelalisib— uncovered
KRAS_SIGNALING_UP0.370Inavolisib— uncovered
IL2_STAT5_SIGNALING0.350Idelalisib— uncovered
NOTCH_SIGNALING0.350Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.350Inavolisib— uncovered
APICAL_JUNCTION0.340Inavolisib— uncovered
ANDROGEN_RESPONSE0.320Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.300Inavolisib— uncovered