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

TCGA-3C-AALK-01A-11R-A41B-07

· A

60a21244-2b88-55e3-9126-931a55049d76

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
A
subtype
A
overall_survival_months
48

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.520
  • ESTROGEN_RESPONSE_EARLY+0.400
  • CHOLESTEROL_HOMEOSTASIS+0.380
  • APICAL_JUNCTION+0.350
  • ESTROGEN_RESPONSE_LATE+0.350
  • COAGULATION+0.310
  • TNFA_SIGNALING_VIA_NFKB+0.280
  • ANGIOGENESIS+0.260
  • MYOGENESIS+0.250
  • P53_PATHWAY+0.250

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.480
  • E2F_TARGETS-0.440
  • OXIDATIVE_PHOSPHORYLATION-0.370
  • PROTEIN_SECRETION-0.360
  • G2M_CHECKPOINT-0.350
  • MYC_TARGETS_V1-0.310
  • INTERFERON_GAMMA_RESPONSE-0.300
  • HEME_METABOLISM-0.290
  • MTORC1_SIGNALING-0.290
  • MITOTIC_SPINDLE-0.260

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
169d9a82b-5c37-45bd-a1cf-ffe1392e84fc
melanoma-umap@29
0.874
23843de1d-0eaa-48af-be58-903fcf2e5f89
colon-landscapes@1
0.857
3SRR13780250
lung-landscapes@6
cohortSQ10.850
457583139-d2d3-4b97-a616-aa96058d4682
melanoma-umap@29
0.843
5TCGA-OL-A6VQ-01A-12R-A41B-07
breast-umap@18
A0.842
6MBCProject_3632_T1_RNA
breast-umap@18
B0.841
7SRR493947
lung-landscapes@6
cohortA10.827
8TCGA-A2-A0CP-01A-11R-A034-07
breast-umap@18
A0.822
920020085.TNBC
breast-umap@18
F0.820
10TCGA-AC-A23G-01A-11R-A213-07
breast-umap@18
A0.813

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.520Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.400Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.380Remibrutinib— uncovered
APICAL_JUNCTION0.350Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.350Idelalisib— uncovered
COAGULATION0.310Binimetinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.280Inavolisib— uncovered
ANGIOGENESIS0.260Remibrutinib— uncovered
MYOGENESIS0.250Inavolisib— uncovered
P53_PATHWAY0.250Idelalisib— uncovered
PANCREAS_BETA_CELLS0.250Cobimetinib— uncovered
HEDGEHOG_SIGNALING0.230Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.230Inavolisib— uncovered
KRAS_SIGNALING_DN0.220Remibrutinib— uncovered
KRAS_SIGNALING_UP0.160Inavolisib— uncovered
APICAL_SURFACE0.140Temsirolimus— uncovered
NOTCH_SIGNALING0.130Inavolisib— uncovered
UV_RESPONSE_DN0.130Inavolisib— uncovered
APOPTOSIS0.110Idelalisib— uncovered
IL2_STAT5_SIGNALING0.100Idelalisib— uncovered