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

c55bb20b-c929-42e2-be7f-8b1da7bee953

133637c7-3453-5699-a5d4-b234775998b0

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

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+0.700
  • INTERFERON_GAMMA_RESPONSE+0.700
  • ALLOGRAFT_REJECTION+0.600
  • ANGIOGENESIS+0.500
  • COMPLEMENT+0.500
  • IL6_JAK_STAT3_SIGNALING+0.500
  • INFLAMMATORY_RESPONSE+0.500
  • APICAL_SURFACE+0.400
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.400
  • IL2_STAT5_SIGNALING+0.400

Top 10 suppressed

  • MYC_TARGETS_V2-0.500
  • MYC_TARGETS_V1-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.400
  • ADIPOGENESIS-0.200
  • DNA_REPAIR-0.200
  • CHOLESTEROL_HOMEOSTASIS-0.100
  • NOTCH_SIGNALING-0.100
  • PEROXISOME-0.100
  • UNFOLDED_PROTEIN_RESPONSE-0.100
  • BILE_ACID_METABOLISM+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.

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

#SampleCancer typeSubtypecos similarity
1c7a22797-676e-4f10-a51d-e3ee91a29a21
colon-landscapes@1
0.917
2s0122206
melanoma-umap@29
0.909
3TCGA-GV-A3QG-01A-11R-A220-07
bladder-landscape@3
0.906
4TCGA-DK-A3IU-01A-11R-A20F-07
bladder-landscape@3
0.899
59f621704-2ece-4b25-be28-5fe14f71048d
melanoma-umap@29
0.898
6MDT-AP-2869
medullo-epn-umap@date-based
MedMedulloblastoma0.893
7TCGA-44-6779-01A-11R-1858-07
lung-landscapes@6
cohortA10.883
8cadbc884-10b6-41e4-8aee-dc11a1453b8c
colon-landscapes@1
0.881
9SRR615467
brain-umap@2
GTEX0.880
10TCGA-FD-A3B8-01A-31R-A20F-07
bladder-landscape@3
0.880

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.700Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.700Idelalisib— uncovered
ALLOGRAFT_REJECTION0.600Idelalisib— uncovered
ANGIOGENESIS0.500Remibrutinib— uncovered
COMPLEMENT0.500Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.500Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.500Idelalisib— uncovered
APICAL_SURFACE0.400Temsirolimus— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.400Inavolisib— uncovered
IL2_STAT5_SIGNALING0.400Idelalisib— uncovered
APICAL_JUNCTION0.300Inavolisib— uncovered
COAGULATION0.300Binimetinib— uncovered
KRAS_SIGNALING_UP0.300Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.300Inavolisib— uncovered
ANDROGEN_RESPONSE0.200Inavolisib— uncovered
APOPTOSIS0.200Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.200Idelalisib— uncovered
HYPOXIA0.200Idelalisib— uncovered
MITOTIC_SPINDLE0.200Inavolisib— uncovered
MTORC1_SIGNALING0.200Inavolisib— uncovered