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

03D53F2A-5003-48D3-80CD-9C9BBCEBD59E

15d11e54-a662-549c-bb45-ff84815f9e8c

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

  • OXIDATIVE_PHOSPHORYLATION+0.467
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.427
  • HEDGEHOG_SIGNALING+0.373
  • TNFA_SIGNALING_VIA_NFKB+0.313
  • HEME_METABOLISM+0.272
  • APICAL_SURFACE+0.270
  • UV_RESPONSE_DN+0.264
  • INFLAMMATORY_RESPONSE+0.261
  • UV_RESPONSE_UP+0.256
  • PI3K_AKT_MTOR_SIGNALING+0.208

Top 10 suppressed

  • E2F_TARGETS-0.406
  • G2M_CHECKPOINT-0.396
  • INTERFERON_ALPHA_RESPONSE-0.393
  • INTERFERON_GAMMA_RESPONSE-0.282
  • IL6_JAK_STAT3_SIGNALING-0.220
  • MYC_TARGETS_V1-0.215
  • NOTCH_SIGNALING-0.192
  • WNT_BETA_CATENIN_SIGNALING-0.191
  • CHOLESTEROL_HOMEOSTASIS-0.140
  • MITOTIC_SPINDLE-0.101

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1776FDD5D-E929-47F0-AE37-81B7431DD6CC
brain-umap@2
0.764
2SRR1489137
brain-umap@2
GTEX0.759
3SRR1102055
brain-umap@2
GTEX0.756
4SRR816770
brain-umap@2
GTEX0.743
5618FAB92-C578-4144-9BD0-AEE1AFBFA08E
brain-umap@2
0.742
6C4100609-0651-40E1-997A-0059432736B3
brain-umap@2
0.733
7SRR817751
brain-umap@2
GTEX0.729
8093A32DA-49D0-4F4C-9000-4F47B4700F4E
brain-umap@2
0.728
98F5717EC-3344-48CA-9B0C-FCDED8C0F955
brain-umap@2
0.728
10SRR810319
brain-umap@2
GTEX0.726

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.467Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.427Inavolisib— uncovered
HEDGEHOG_SIGNALING0.373Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.313Inavolisib— uncovered
HEME_METABOLISM0.272Temsirolimus— uncovered
APICAL_SURFACE0.270Temsirolimus— uncovered
UV_RESPONSE_DN0.264Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.261Idelalisib— uncovered
UV_RESPONSE_UP0.256Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.208Inavolisib— uncovered
PROTEIN_SECRETION0.175Remibrutinib— uncovered
KRAS_SIGNALING_UP0.168Inavolisib— uncovered
ADIPOGENESIS0.150Inavolisib— uncovered
APICAL_JUNCTION0.104Inavolisib— uncovered
MTORC1_SIGNALING0.101Inavolisib— uncovered
APOPTOSIS0.087Idelalisib— uncovered
MYOGENESIS0.077Inavolisib— uncovered
HYPOXIA0.075Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.070Idelalisib— uncovered
SPERMATOGENESIS0.066Inavolisib— uncovered