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

TCGA-CQ-5324-01A-01R-1686-07

c39115fe-45b6-51ac-b501-fc200f6b34b8

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
sex
male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TGF_BETA_SIGNALING+0.520
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.470
  • INTERFERON_ALPHA_RESPONSE+0.460
  • ANDROGEN_RESPONSE+0.430
  • INTERFERON_GAMMA_RESPONSE+0.400
  • CHOLESTEROL_HOMEOSTASIS+0.380
  • NOTCH_SIGNALING+0.370
  • MITOTIC_SPINDLE+0.360
  • IL2_STAT5_SIGNALING+0.340
  • MTORC1_SIGNALING+0.340

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.190
  • KRAS_SIGNALING_DN-0.090
  • UV_RESPONSE_UP-0.020
  • MYOGENESIS+0.000
  • DNA_REPAIR+0.020
  • SPERMATOGENESIS+0.060
  • BILE_ACID_METABOLISM+0.090
  • HEME_METABOLISM+0.100
  • E2F_TARGETS+0.110
  • WNT_BETA_CATENIN_SIGNALING+0.150

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-ZF-AA56-01A-31R-A39I-07
bladder-landscape@3
0.946
2443B59BB-0BFD-459A-896E-FA07AA6C3A45
brain-umap@2
0.911
32DAB6792-F9AF-4565-BDD5-C9802F3132F4
brain-umap@2
0.895
459B8FDC4-299D-45B9-9AC1-526B7ED652CE
brain-umap@2
0.891
53E605854-CC65-4951-8EDB-235FD21FD71F
brain-umap@2
0.891
66727027F-4BAB-41ED-87F3-ECC7B1718ECF
brain-umap@2
0.890
7C6A60028-2402-4048-90DF-F2B3712FB530
brain-umap@2
0.890
8DD203D19-D635-4112-AF75-9724E0A64A0B
brain-umap@2
0.888
9A7C71CEF-A5C7-4BAC-9090-9808B029190B
brain-umap@2
0.885
10TCGA-FD-A5BU-01A-31R-A26T-07
bladder-landscape@3
0.885

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.520Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.470Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.460Inavolisib— uncovered
ANDROGEN_RESPONSE0.430Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.400Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.380Remibrutinib— uncovered
NOTCH_SIGNALING0.370Inavolisib— uncovered
MITOTIC_SPINDLE0.360Inavolisib— uncovered
IL2_STAT5_SIGNALING0.340Idelalisib— uncovered
MTORC1_SIGNALING0.340Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.340Inavolisib— uncovered
UV_RESPONSE_DN0.340Inavolisib— uncovered
APOPTOSIS0.330Idelalisib— uncovered
P53_PATHWAY0.330Idelalisib— uncovered
APICAL_SURFACE0.320Temsirolimus— uncovered
GLYCOLYSIS0.320Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.310Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.310Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.310Inavolisib— uncovered
ADIPOGENESIS0.300Inavolisib— uncovered