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

TCGA-H7-A76A-01A-51R-A34R-07

b730a6e0-2090-5d49-9dc7-f070b464d8a0

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

  • ALLOGRAFT_REJECTION+0.430
  • COAGULATION+0.300
  • INTERFERON_GAMMA_RESPONSE+0.280
  • COMPLEMENT+0.260
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.240
  • IL6_JAK_STAT3_SIGNALING+0.230
  • INFLAMMATORY_RESPONSE+0.230
  • PANCREAS_BETA_CELLS+0.210
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.190
  • ANGIOGENESIS+0.170

Top 10 suppressed

  • PROTEIN_SECRETION-0.500
  • MYC_TARGETS_V2-0.490
  • MYC_TARGETS_V1-0.480
  • G2M_CHECKPOINT-0.460
  • MITOTIC_SPINDLE-0.430
  • E2F_TARGETS-0.340
  • MTORC1_SIGNALING-0.340
  • ANDROGEN_RESPONSE-0.310
  • TGF_BETA_SIGNALING-0.300
  • UNFOLDED_PROTEIN_RESPONSE-0.290

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1f426318a-9c1a-4476-a087-2b3a84096f5c
melanoma-umap@29
0.896
2SRR5088872
melanoma-umap@29
0.883
3TCGA-85-A513-01A-12R-A26W-07
lung-landscapes@6
cohortA10.875
4f2903ac6-88e3-4653-a966-ab593fba51bf
melanoma-umap@29
0.875
5TCGA-5L-AAT1-01A-12R-A41B-07
breast-umap@18
A0.873
6TCGA-FD-A43U-01A-11R-A23W-07
bladder-landscape@3
0.871
73d89c16f-8045-4861-a82c-9f4624292284
melanoma-umap@29
0.869
8SRR1472301
brain-umap@2
GTEX0.868
9TCGA-A2-A0CR-01A-11R-A22K-07
breast-umap@18
B0.864
102d8d97e6-b599-4444-8e11-73adb55be0be
melanoma-umap@29
0.864

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.430Idelalisib— uncovered
COAGULATION0.300Binimetinib— uncovered
INTERFERON_GAMMA_RESPONSE0.280Idelalisib— uncovered
COMPLEMENT0.260Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.240Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.230Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.230Idelalisib— uncovered
PANCREAS_BETA_CELLS0.210Cobimetinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.190Inavolisib— uncovered
ANGIOGENESIS0.170Remibrutinib— uncovered
IL2_STAT5_SIGNALING0.170Idelalisib— uncovered
HYPOXIA0.130Idelalisib— uncovered
KRAS_SIGNALING_DN0.120Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.120Inavolisib— uncovered
BILE_ACID_METABOLISM0.090Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.090Inavolisib— uncovered
APICAL_SURFACE0.080Temsirolimus— uncovered
KRAS_SIGNALING_UP0.080Inavolisib— uncovered
APOPTOSIS0.070Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.060Inavolisib— uncovered