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

R223

c4da88be-48a9-5ce8-9dd6-4e5b55b0ff98

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
118
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

  • INTERFERON_ALPHA_RESPONSE+0.690
  • INTERFERON_GAMMA_RESPONSE+0.630
  • ALLOGRAFT_REJECTION+0.560
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.530
  • IL6_JAK_STAT3_SIGNALING+0.500
  • TNFA_SIGNALING_VIA_NFKB+0.490
  • INFLAMMATORY_RESPONSE+0.460
  • APOPTOSIS+0.430
  • COMPLEMENT+0.430
  • HEDGEHOG_SIGNALING+0.390

Top 10 suppressed

  • SPERMATOGENESIS-0.320
  • MYC_TARGETS_V2-0.270
  • PANCREAS_BETA_CELLS-0.260
  • CHOLESTEROL_HOMEOSTASIS-0.140
  • E2F_TARGETS-0.130
  • G2M_CHECKPOINT-0.050
  • KRAS_SIGNALING_DN-0.010
  • OXIDATIVE_PHOSPHORYLATION-0.010
  • BILE_ACID_METABOLISM+0.000
  • GLYCOLYSIS+0.000

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1BS_VP5Y45Z7
brain-umap@2
pilocytic astrocytoma0.927
2SRR12696731
melanoma-umap@29
0.920
322DF9124-1DD5-4ED9-874E-2AB05A94F17E
brain-umap@2
0.907
4BS_Z9ZS6ZS2
brain-umap@2
MPNST0.906
5SRR934862
brain-umap@2
0.900
67E4D42B3-FD9B-4184-A4A0-E52E45259428
brain-umap@2
0.897
7R250
bladder-landscape@3
0.894
8BS_9HA238XS
brain-umap@2
Neurofibroma0.891
9BS_49VCQD19
brain-umap@2
Neurofibroma0.890
10DACCA07A-8F2C-40C5-B8AD-73805E408D85
brain-umap@2
0.890

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.690Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.630Idelalisib— uncovered
ALLOGRAFT_REJECTION0.560Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.530Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.500Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.490Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.460Idelalisib— uncovered
APOPTOSIS0.430Idelalisib— uncovered
COMPLEMENT0.430Inavolisib— uncovered
HEDGEHOG_SIGNALING0.390Inavolisib— uncovered
UV_RESPONSE_DN0.390Inavolisib— uncovered
KRAS_SIGNALING_UP0.380Inavolisib— uncovered
TGF_BETA_SIGNALING0.370Inavolisib— uncovered
IL2_STAT5_SIGNALING0.340Idelalisib— uncovered
ANDROGEN_RESPONSE0.320Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.320Idelalisib— uncovered
UV_RESPONSE_UP0.310Idelalisib— uncovered
PROTEIN_SECRETION0.300Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.280Inavolisib— uncovered
ANGIOGENESIS0.260Remibrutinib— uncovered