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

TCGA-49-4510-01A-01R-1206-07

· cohortA2

d7297c7e-24fe-5a63-95c2-f31c1be64f41

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
cohortA2
subtype
cohortA2
age_years
51

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+0.430
  • COAGULATION+0.350
  • ADIPOGENESIS+0.270
  • MYOGENESIS+0.240
  • PANCREAS_BETA_CELLS+0.230
  • KRAS_SIGNALING_DN+0.220
  • XENOBIOTIC_METABOLISM+0.180
  • FATTY_ACID_METABOLISM+0.170
  • BILE_ACID_METABOLISM+0.140
  • TGF_BETA_SIGNALING+0.090

Top 10 suppressed

  • G2M_CHECKPOINT-0.660
  • E2F_TARGETS-0.650
  • MYC_TARGETS_V2-0.540
  • MITOTIC_SPINDLE-0.530
  • MTORC1_SIGNALING-0.450
  • INTERFERON_ALPHA_RESPONSE-0.440
  • MYC_TARGETS_V1-0.390
  • INTERFERON_GAMMA_RESPONSE-0.380
  • CHOLESTEROL_HOMEOSTASIS-0.290
  • HEDGEHOG_SIGNALING-0.290

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-78-7149-01A-11R-2039-07
lung-landscapes@6
cohortA20.888
2TCGA-62-A46P-01A-11R-A24H-07
lung-landscapes@6
cohortA30.876
3TCGA-GM-A5PX-01A-12R-A28M-07
breast-umap@18
A0.857
4TCGA-55-A492-01A-11R-A24H-07
lung-landscapes@6
cohortA20.848
5TCGA-GM-A3XG-01A-31R-A24H-07
breast-umap@18
A0.844
6TCGA-78-7537-01A-11R-2066-07
lung-landscapes@6
cohortA20.842
73d1f44d8-6084-47cb-b57b-099f2cd1fa0e
melanoma-umap@29
0.837
8TCGA-GM-A2D9-01A-11R-A18M-07
breast-umap@18
B0.827
9SRR29022836
breast-umap@18
A0.826
10TCGA-YF-AA3L-01A-11R-A38B-07
bladder-landscape@3
0.817

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.430Remibrutinib— uncovered
COAGULATION0.350Binimetinib— uncovered
ADIPOGENESIS0.270Inavolisib— uncovered
MYOGENESIS0.240Inavolisib— uncovered
PANCREAS_BETA_CELLS0.230Cobimetinib— uncovered
KRAS_SIGNALING_DN0.220Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.180Inavolisib— uncovered
FATTY_ACID_METABOLISM0.170Inavolisib— uncovered
BILE_ACID_METABOLISM0.140Inavolisib— uncovered
TGF_BETA_SIGNALING0.090Inavolisib— uncovered
PEROXISOME0.070Idelalisib— uncovered
ANGIOGENESIS0.060Remibrutinib— uncovered
HEME_METABOLISM0.060Temsirolimus— uncovered
ESTROGEN_RESPONSE_EARLY0.050Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.020Idelalisib— uncovered
UV_RESPONSE_UP0.020Idelalisib— uncovered
HYPOXIA0.010Idelalisib— uncovered
P53_PATHWAY0.010Idelalisib— uncovered