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

2ad90ba0-8038-4bad-afa3-d176f63b42f0

2f95e2e2-0c02-57c9-844c-352e0cd76265

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
69

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • OXIDATIVE_PHOSPHORYLATION+0.580
  • MYC_TARGETS_V1+0.540
  • ALLOGRAFT_REJECTION+0.510
  • INTERFERON_ALPHA_RESPONSE+0.470
  • INTERFERON_GAMMA_RESPONSE+0.430
  • MTORC1_SIGNALING+0.420
  • MYC_TARGETS_V2+0.410
  • DNA_REPAIR+0.400
  • IL6_JAK_STAT3_SIGNALING+0.380
  • FATTY_ACID_METABOLISM+0.370

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.650
  • APICAL_SURFACE-0.500
  • MITOTIC_SPINDLE-0.410
  • WNT_BETA_CATENIN_SIGNALING-0.370
  • UV_RESPONSE_DN-0.340
  • APICAL_JUNCTION-0.330
  • MYOGENESIS-0.330
  • ANGIOGENESIS-0.260
  • TGF_BETA_SIGNALING-0.260
  • KRAS_SIGNALING_DN-0.250

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
1e0464181-da72-4a14-9039-a396843c39f2
colon-landscapes@1
0.917
2a3b44031-71ef-476f-a8bd-3694226ce026
colon-landscapes@1
0.895
3992ce1bc-46a2-4f57-ac7a-c6368c69c67c
colon-landscapes@1
0.887
45ffcc7c5-661f-4eed-b5e6-ed158c668321
colon-landscapes@1
0.883
5TCGA-UF-A7JO-01A-11R-A34R-07
head-neck@1
0.876
6TCGA-66-2771-01A-01R-0980-07
lung-landscapes@6
cohortSQ10.876
757901dc3-9b2f-4271-8dd9-8fc0121d6971
colon-landscapes@1
0.875
8bc895549-854b-484f-8a6d-9e5152829bcb
colon-landscapes@1
0.862
9ERR2208906
melanoma-umap@29
0.861
10SRR9879275
lung-landscapes@6
cohortA10.860

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.580Remibrutinib— uncovered
MYC_TARGETS_V10.540Inavolisib— uncovered
ALLOGRAFT_REJECTION0.510Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.470Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.430Idelalisib— uncovered
MTORC1_SIGNALING0.420Inavolisib— uncovered
MYC_TARGETS_V20.410Idelalisib— uncovered
DNA_REPAIR0.400Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.380Inavolisib— uncovered
FATTY_ACID_METABOLISM0.370Inavolisib— uncovered
UV_RESPONSE_UP0.370Idelalisib— uncovered
E2F_TARGETS0.350Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.350Inavolisib— uncovered
ADIPOGENESIS0.300Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.260Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.250Inavolisib— uncovered
COMPLEMENT0.230Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.230Idelalisib— uncovered
PEROXISOME0.220Idelalisib— uncovered
KRAS_SIGNALING_UP0.170Inavolisib— uncovered