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

TCGA-D8-A1JK-01A-11R-A13Q-07

· C

b1bf153d-f78f-5808-944c-2c196ae70042

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
C
subtype
C
os_event
false

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INFLAMMATORY_RESPONSE+0.560
  • INTERFERON_GAMMA_RESPONSE+0.530
  • ALLOGRAFT_REJECTION+0.520
  • IL6_JAK_STAT3_SIGNALING+0.520
  • MTORC1_SIGNALING+0.500
  • GLYCOLYSIS+0.480
  • TNFA_SIGNALING_VIA_NFKB+0.480
  • HYPOXIA+0.470
  • INTERFERON_ALPHA_RESPONSE+0.450
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.430

Top 10 suppressed

  • ESTROGEN_RESPONSE_EARLY-0.290
  • MYC_TARGETS_V2-0.220
  • ESTROGEN_RESPONSE_LATE-0.130
  • MITOTIC_SPINDLE-0.080
  • MYC_TARGETS_V1-0.050
  • WNT_BETA_CATENIN_SIGNALING-0.040
  • UV_RESPONSE_DN-0.020
  • DNA_REPAIR+0.010
  • UNFOLDED_PROTEIN_RESPONSE+0.030
  • HEDGEHOG_SIGNALING+0.040

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-C8-A26X-01A-31R-A16F-07
breast-umap@18
C0.910
2b428d434-2904-4f67-a66f-b7928e2951e3
melanoma-umap@29
0.885
3TCGA-AN-A0AL-01A-11R-A00Z-07
breast-umap@18
E0.884
453D8CF8D-31BA-4CB8-A14F-5C9AB9554F5D
brain-umap@2
0.878
5BS_KEA474HN
brain-umap@2
low-grade glioma0.873
60E9EAAED-A9A2-41E7-AC3A-49E94C933432
brain-umap@2
0.871
7MDT-AP-2887
medullo-epn-umap@date-based
MedMedulloblastoma0.871
8TCGA-38-4629-01A-02R-1206-07
lung-landscapes@6
cohortA10.871
9TCGA-ZF-AA53-01A-11R-A39I-07
bladder-landscape@3
0.870
1025C4D537-0142-4DAA-874B-BC793336DE82
brain-umap@2
0.869

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INFLAMMATORY_RESPONSE0.560Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.530Idelalisib— uncovered
ALLOGRAFT_REJECTION0.520Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.520Inavolisib— uncovered
MTORC1_SIGNALING0.500Inavolisib— uncovered
GLYCOLYSIS0.480Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.480Inavolisib— uncovered
HYPOXIA0.470Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.450Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.430Inavolisib— uncovered
COMPLEMENT0.420Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.420Inavolisib— uncovered
ANGIOGENESIS0.400Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.390Remibrutinib— uncovered
KRAS_SIGNALING_UP0.370Inavolisib— uncovered
COAGULATION0.350Binimetinib— uncovered
IL2_STAT5_SIGNALING0.350Idelalisib— uncovered
ANDROGEN_RESPONSE0.340Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.330Inavolisib— uncovered
APOPTOSIS0.320Idelalisib— uncovered