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

C3N-00579

· cohortA1

dd360cf4-45f2-58e2-974c-6e404d00bc6e

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
cohortA1
subtype
cohortA1
age_years
67.77549624

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+0.510
  • INTERFERON_GAMMA_RESPONSE+0.450
  • E2F_TARGETS+0.440
  • DNA_REPAIR+0.290
  • G2M_CHECKPOINT+0.290
  • OXIDATIVE_PHOSPHORYLATION+0.260
  • HEME_METABOLISM+0.250
  • ALLOGRAFT_REJECTION+0.200
  • UV_RESPONSE_UP+0.160
  • SPERMATOGENESIS+0.140

Top 10 suppressed

  • ANGIOGENESIS-0.500
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.480
  • HEDGEHOG_SIGNALING-0.310
  • WNT_BETA_CATENIN_SIGNALING-0.300
  • APICAL_JUNCTION-0.290
  • KRAS_SIGNALING_DN-0.280
  • PANCREAS_BETA_CELLS-0.240
  • HYPOXIA-0.230
  • UV_RESPONSE_DN-0.220
  • APICAL_SURFACE-0.210

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
1SRR12202424
bladder-landscape@3
0.861
2TCGA-BB-A6UM-01A-12R-A34R-07
head-neck@1
0.853
3TCGA-80-5611-01A-01R-1628-07
lung-landscapes@6
cohortA40.830
4SRR26320066
bladder-landscape@3
0.825
5TCGA-CV-6433-01A-11R-1686-07
head-neck@1
0.823
6SRR12202422
bladder-landscape@3
0.819
7b652254e-228b-40d4-be79-536ad87dad69
melanoma-umap@29
0.819
8SRR12202423
bladder-landscape@3
0.816
9TCGA-05-4397-01A-01R-1206-07
lung-landscapes@6
cohortA40.811
10ULC0583T_S75
lung-landscapes@6
cohortA10.802

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.510Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.450Idelalisib— uncovered
E2F_TARGETS0.440Inavolisib— uncovered
DNA_REPAIR0.290Idelalisib— uncovered
G2M_CHECKPOINT0.290Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.260Remibrutinib— uncovered
HEME_METABOLISM0.250Temsirolimus— uncovered
ALLOGRAFT_REJECTION0.200Idelalisib— uncovered
UV_RESPONSE_UP0.160Idelalisib— uncovered
SPERMATOGENESIS0.140Inavolisib— uncovered
PEROXISOME0.130Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.120Inavolisib— uncovered
FATTY_ACID_METABOLISM0.110Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.090Inavolisib— uncovered
ADIPOGENESIS0.060Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.050Remibrutinib— uncovered
MTORC1_SIGNALING0.050Inavolisib— uncovered
MYC_TARGETS_V10.050Inavolisib— uncovered
BILE_ACID_METABOLISM0.040Inavolisib— uncovered
COMPLEMENT0.030Inavolisib— uncovered