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

R229

09ccc246-8a6d-5707-95af-fc34f5c5e5b8

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
97
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

  • TGF_BETA_SIGNALING+0.360
  • PROTEIN_SECRETION+0.310
  • WNT_BETA_CATENIN_SIGNALING+0.230
  • UV_RESPONSE_DN+0.130
  • OXIDATIVE_PHOSPHORYLATION+0.080
  • APOPTOSIS+0.070
  • PI3K_AKT_MTOR_SIGNALING+0.060
  • HEME_METABOLISM+0.040
  • P53_PATHWAY+0.040
  • MYC_TARGETS_V1+0.020

Top 10 suppressed

  • E2F_TARGETS-0.560
  • G2M_CHECKPOINT-0.410
  • ALLOGRAFT_REJECTION-0.380
  • IL6_JAK_STAT3_SIGNALING-0.370
  • INTERFERON_ALPHA_RESPONSE-0.350
  • INFLAMMATORY_RESPONSE-0.340
  • INTERFERON_GAMMA_RESPONSE-0.340
  • CHOLESTEROL_HOMEOSTASIS-0.280
  • PANCREAS_BETA_CELLS-0.280
  • APICAL_SURFACE-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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR12202454
bladder-landscape@3
0.832
2SRR8942980
bladder-landscape@3
0.819
3SRR25043615
head-neck@1
0.809
4SRR1516088
bladder-landscape@3
0.806
5DRR168549
bladder-landscape@3
0.795
6SRR1516046
bladder-landscape@3
0.793
7SRR1516060
bladder-landscape@3
0.790
8SRR1516042
bladder-landscape@3
0.781
9GSM5359426
bladder-landscape@3
0.781
10TCGA-78-7167-01A-11R-2066-07
lung-landscapes@6
cohortA20.777

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
TGF_BETA_SIGNALING0.360Inavolisib— uncovered
PROTEIN_SECRETION0.310Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.230Inavolisib— uncovered
UV_RESPONSE_DN0.130Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.080Remibrutinib— uncovered
APOPTOSIS0.070Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.060Inavolisib— uncovered
HEME_METABOLISM0.040Temsirolimus— uncovered
P53_PATHWAY0.040Idelalisib— uncovered
MYC_TARGETS_V10.020Inavolisib— uncovered
KRAS_SIGNALING_DN0.010Remibrutinib— uncovered