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

C3N-02234

· cohortA1

ca1de3da-91a1-5e49-95bb-f9cd32640cbc

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
67.77275838

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+0.550
  • INTERFERON_GAMMA_RESPONSE+0.420
  • IL6_JAK_STAT3_SIGNALING+0.340
  • CHOLESTEROL_HOMEOSTASIS+0.290
  • INFLAMMATORY_RESPONSE+0.230
  • BILE_ACID_METABOLISM+0.220
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.220
  • TNFA_SIGNALING_VIA_NFKB+0.190
  • ANDROGEN_RESPONSE+0.180
  • SPERMATOGENESIS+0.180

Top 10 suppressed

  • ANGIOGENESIS-0.490
  • HEDGEHOG_SIGNALING-0.490
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.480
  • MYC_TARGETS_V2-0.440
  • MYC_TARGETS_V1-0.400
  • UNFOLDED_PROTEIN_RESPONSE-0.390
  • APICAL_JUNCTION-0.310
  • OXIDATIVE_PHOSPHORYLATION-0.280
  • GLYCOLYSIS-0.270
  • WNT_BETA_CATENIN_SIGNALING-0.260

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
1ERR2208913
melanoma-umap@29
0.862
2TCGA-A8-A08I-01A-11R-A00Z-07
breast-umap@18
C0.789
37d3b4d06-1249-4a85-a66a-387d4e2e2cb2
melanoma-umap@29
0.780
4SRR2932831
head-neck@1
0.773
5ERR2208965
melanoma-umap@29
0.770
61f57edd1-3bc9-4eaf-8045-8984d5c7f148
melanoma-umap@29
0.757
7TCGA-EW-A1J5-01A-11R-A13Q-07
breast-umap@18
B0.751
806ef2350-1dd1-46e9-a1ac-8fc731a6abc7
melanoma-umap@29
0.745
9TCGA-55-7995-01A-11R-2187-07
lung-landscapes@6
cohortA10.743
10TCGA-NC-A5HJ-01A-11R-A26W-07
lung-landscapes@6
cohortA10.743

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.550Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.420Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.340Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.290Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.230Idelalisib— uncovered
BILE_ACID_METABOLISM0.220Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.220Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.190Inavolisib— uncovered
ANDROGEN_RESPONSE0.180Inavolisib— uncovered
SPERMATOGENESIS0.180Inavolisib— uncovered
ALLOGRAFT_REJECTION0.170Idelalisib— uncovered
COMPLEMENT0.160Inavolisib— uncovered
E2F_TARGETS0.160Inavolisib— uncovered
G2M_CHECKPOINT0.150Inavolisib— uncovered
FATTY_ACID_METABOLISM0.100Inavolisib— uncovered
IL2_STAT5_SIGNALING0.100Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.080Inavolisib— uncovered
KRAS_SIGNALING_UP0.060Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.050Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.050Inavolisib— uncovered