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

29c49da8-3d12-425d-abe6-de2be5e6807f

d7dcf0c9-7bc3-5e81-860d-93e4fe83e321

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
81

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • E2F_TARGETS+0.280
  • PROTEIN_SECRETION+0.200
  • G2M_CHECKPOINT+0.180
  • INTERFERON_GAMMA_RESPONSE+0.180
  • MITOTIC_SPINDLE+0.160
  • ANDROGEN_RESPONSE+0.120
  • INFLAMMATORY_RESPONSE+0.120
  • INTERFERON_ALPHA_RESPONSE+0.100
  • ALLOGRAFT_REJECTION+0.060
  • APICAL_SURFACE+0.030

Top 10 suppressed

  • MYC_TARGETS_V2-0.510
  • OXIDATIVE_PHOSPHORYLATION-0.410
  • HEDGEHOG_SIGNALING-0.370
  • WNT_BETA_CATENIN_SIGNALING-0.350
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.320
  • UV_RESPONSE_UP-0.300
  • MYC_TARGETS_V1-0.280
  • PANCREAS_BETA_CELLS-0.250
  • CHOLESTEROL_HOMEOSTASIS-0.240
  • PI3K_AKT_MTOR_SIGNALING-0.240

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
1SRR650133
bladder-landscape@3
0.727
2b9389390-aa03-406c-957e-2bc264f9468e
colon-landscapes@1
0.717
3TCGA-DK-A3IV-01A-22R-A21D-07
bladder-landscape@3
0.705
4TCGA-OR-A5LT-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.704
5TCGA-55-7727-01A-11R-2170-07
lung-landscapes@6
cohortMD20.699
6SRR2932842
head-neck@1
0.693
7TCGA-78-7143-01A-11R-2039-07
lung-landscapes@6
cohortA10.687
85b217223-8b43-47b6-a694-c808b643c3c3
colon-landscapes@1
0.687
9TCGA-P3-A5QE-01A-11R-A28V-07
head-neck@1
0.680
10TCGA-BA-5559-01A-01R-1514-07
head-neck@1
0.672

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.280Inavolisib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered
G2M_CHECKPOINT0.180Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.180Idelalisib— uncovered
MITOTIC_SPINDLE0.160Inavolisib— uncovered
ANDROGEN_RESPONSE0.120Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.120Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.100Inavolisib— uncovered
ALLOGRAFT_REJECTION0.060Idelalisib— uncovered
APICAL_SURFACE0.030Temsirolimus— uncovered
GLYCOLYSIS0.030Inavolisib— uncovered