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

0ae6d322-a938-4752-aac6-226e6687a297

3ed60062-53e4-5c80-95e2-091f488db2f2

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
age_years
59

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ALLOGRAFT_REJECTION+0.470
  • INTERFERON_ALPHA_RESPONSE+0.450
  • INTERFERON_GAMMA_RESPONSE+0.440
  • IL6_JAK_STAT3_SIGNALING+0.400
  • CHOLESTEROL_HOMEOSTASIS+0.340
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.310
  • INFLAMMATORY_RESPONSE+0.270
  • DNA_REPAIR+0.250
  • HEME_METABOLISM+0.220
  • IL2_STAT5_SIGNALING+0.210

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.420
  • UV_RESPONSE_DN-0.350
  • MITOTIC_SPINDLE-0.340
  • G2M_CHECKPOINT-0.300
  • TGF_BETA_SIGNALING-0.250
  • HEDGEHOG_SIGNALING-0.230
  • UNFOLDED_PROTEIN_RESPONSE-0.220
  • ANGIOGENESIS-0.180
  • E2F_TARGETS-0.160
  • MYOGENESIS-0.160

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
1ERR2208892
melanoma-umap@29
0.801
2526e2e75-cc0e-4c03-916c-908fbc271854
colon-landscapes@1
0.764
3DRR168511
bladder-landscape@3
0.761
46c0e101a-5eeb-46c7-9143-e78dc144d503
colon-landscapes@1
0.742
5TCGA-EW-A1PB-01A-11R-A144-07
breast-umap@18
E0.727
6fe1628d5-92d9-4e5c-a441-531b699014f1
colon-landscapes@1
0.720
7R49
bladder-landscape@3
0.718
8SRR5088844
melanoma-umap@29
0.716
96e0c14ea-3eb3-424a-bc12-fb127ac1a777
colon-landscapes@1
0.713
10TCGA-CV-6955-01A-11R-2016-07
head-neck@1
0.711

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.470Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.450Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.440Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.400Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.340Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.310Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.270Idelalisib— uncovered
DNA_REPAIR0.250Idelalisib— uncovered
HEME_METABOLISM0.220Temsirolimus— uncovered
IL2_STAT5_SIGNALING0.210Idelalisib— uncovered
FATTY_ACID_METABOLISM0.200Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
COMPLEMENT0.190Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.150Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.140Inavolisib— uncovered
NOTCH_SIGNALING0.130Inavolisib— uncovered
UV_RESPONSE_UP0.130Idelalisib— uncovered
BILE_ACID_METABOLISM0.120Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.110Idelalisib— uncovered
APICAL_SURFACE0.100Temsirolimus— uncovered