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

77907EB2-E529-4633-A580-C6DD7993A704

d3681a0a-1196-5469-ab12-9d09795b600a

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
0.22996057818659657
age_years
55
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+0.519
  • MYC_TARGETS_V2+0.502
  • INTERFERON_GAMMA_RESPONSE+0.459
  • DNA_REPAIR+0.448
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.411
  • E2F_TARGETS+0.406
  • MYC_TARGETS_V1+0.401
  • OXIDATIVE_PHOSPHORYLATION+0.390
  • ALLOGRAFT_REJECTION+0.384
  • COAGULATION+0.310

Top 10 suppressed

  • UV_RESPONSE_DN-0.382
  • HEDGEHOG_SIGNALING-0.359
  • PROTEIN_SECRETION-0.247
  • SPERMATOGENESIS-0.240
  • ANDROGEN_RESPONSE-0.235
  • ESTROGEN_RESPONSE_EARLY-0.167
  • KRAS_SIGNALING_DN-0.144
  • MITOTIC_SPINDLE-0.132
  • TGF_BETA_SIGNALING-0.103
  • WNT_BETA_CATENIN_SIGNALING-0.066

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
1E00A399D-E6C3-439D-8E70-A7AD5DF5F5E2
brain-umap@2
0.887
2A2170829-B80C-49F2-8FB6-39B8ACFB27CB
brain-umap@2
0.886
3A239061B-989B-4F2F-BAAC-13BADFDBAC11
brain-umap@2
0.885
456BBED6E-8ADB-430B-A85C-D3773F929447
brain-umap@2
0.883
54F09B010-97EC-4792-BF5A-42E9EF55894D
brain-umap@2
0.876
646C5EF69-5EAF-4FBA-BE47-28A8E7F3D9A2
brain-umap@2
0.874
731550B35-DA39-4294-8368-811A412B2E3A
brain-umap@2
0.873
8060C8F0B-DAB8-43DB-80C9-3404AFCC0B7D
brain-umap@2
0.865
993708EED-CBE1-4B2E-A571-34316ACFE748
brain-umap@2
0.862
10F2EB65DD-59F7-4C1F-8D92-0DCF439FF41A
brain-umap@2
0.854

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.519Inavolisib— uncovered
MYC_TARGETS_V20.502Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.459Idelalisib— uncovered
DNA_REPAIR0.448Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.411Inavolisib— uncovered
E2F_TARGETS0.406Inavolisib— uncovered
MYC_TARGETS_V10.401Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.390Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.384Idelalisib— uncovered
COAGULATION0.310Binimetinib— uncovered
NOTCH_SIGNALING0.306Inavolisib— uncovered
G2M_CHECKPOINT0.297Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.255Remibrutinib— uncovered
APOPTOSIS0.254Idelalisib— uncovered
ADIPOGENESIS0.225Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.223Inavolisib— uncovered
P53_PATHWAY0.216Idelalisib— uncovered
UV_RESPONSE_UP0.214Idelalisib— uncovered
GLYCOLYSIS0.211Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.206Inavolisib— uncovered