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

TCGA-XF-AAN4-01A-11R-A42T-07

9944ba56-e032-5fb6-b5a4-e40f594afefa

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
overall_survival_months
27.03679369
os_event
true
sex
Female

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+0.540
  • INTERFERON_ALPHA_RESPONSE+0.540
  • INTERFERON_GAMMA_RESPONSE+0.510
  • IL6_JAK_STAT3_SIGNALING+0.500
  • ALLOGRAFT_REJECTION+0.490
  • INFLAMMATORY_RESPONSE+0.480
  • UV_RESPONSE_DN+0.460
  • ANGIOGENESIS+0.440
  • HEDGEHOG_SIGNALING+0.440
  • MYOGENESIS+0.420

Top 10 suppressed

  • MYC_TARGETS_V2-0.530
  • E2F_TARGETS-0.510
  • G2M_CHECKPOINT-0.420
  • CHOLESTEROL_HOMEOSTASIS-0.310
  • MYC_TARGETS_V1-0.310
  • DNA_REPAIR-0.300
  • GLYCOLYSIS-0.300
  • MTORC1_SIGNALING-0.260
  • PEROXISOME-0.250
  • FATTY_ACID_METABOLISM-0.210

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
1C3N-02923
lung-landscapes@6
cohortMD20.923
2SRR8613789
breast-umap@18
A0.921
3c277dab0-361f-4aa6-96b1-522a6e556ae1
colon-landscapes@1
0.920
4R163
bladder-landscape@3
0.920
5c6396737-3587-46a7-808d-963eebe41224
colon-landscapes@1
0.920
6TCGA-AN-A0FN-01A-11R-A034-07
breast-umap@18
A0.918
7TCGA-D8-A141-01A-11R-A115-07
breast-umap@18
A0.916
8TCGA-55-8299-01A-11R-2287-07
lung-landscapes@6
cohortMD20.914
980cb0e05-387d-4bd8-b49c-ff2aae043982
colon-landscapes@1
0.913
10cadbc884-10b6-41e4-8aee-dc11a1453b8c
colon-landscapes@1
0.912

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.540Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.540Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.510Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.500Inavolisib— uncovered
ALLOGRAFT_REJECTION0.490Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.480Idelalisib— uncovered
UV_RESPONSE_DN0.460Inavolisib— uncovered
ANGIOGENESIS0.440Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.440Inavolisib— uncovered
MYOGENESIS0.420Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.410Inavolisib— uncovered
COMPLEMENT0.370Inavolisib— uncovered
KRAS_SIGNALING_UP0.350Inavolisib— uncovered
COAGULATION0.290Binimetinib— uncovered
IL2_STAT5_SIGNALING0.270Idelalisib— uncovered
APICAL_JUNCTION0.260Inavolisib— uncovered
TGF_BETA_SIGNALING0.240Inavolisib— uncovered
APOPTOSIS0.160Idelalisib— uncovered
HYPOXIA0.130Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.110Inavolisib— uncovered