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

C3N-01030

· cohortA1

e6669e9e-d05a-56ec-8678-65cec005e875

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
56.87063655

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ANGIOGENESIS+0.410
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.370
  • IL6_JAK_STAT3_SIGNALING+0.300
  • INFLAMMATORY_RESPONSE+0.290
  • TNFA_SIGNALING_VIA_NFKB+0.270
  • MYC_TARGETS_V1+0.230
  • ALLOGRAFT_REJECTION+0.200
  • COMPLEMENT+0.200
  • PANCREAS_BETA_CELLS+0.190
  • PI3K_AKT_MTOR_SIGNALING+0.190

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.330
  • ANDROGEN_RESPONSE-0.250
  • BILE_ACID_METABOLISM-0.230
  • FATTY_ACID_METABOLISM-0.220
  • XENOBIOTIC_METABOLISM-0.210
  • KRAS_SIGNALING_DN-0.190
  • MYC_TARGETS_V2-0.180
  • WNT_BETA_CATENIN_SIGNALING-0.170
  • G2M_CHECKPOINT-0.120
  • UV_RESPONSE_DN-0.110

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
1TCGA-XF-A9SX-01A-21R-A39I-07
bladder-landscape@3
0.705
26815eba1-06e5-46d6-ad4b-e4132b5d1638
colon-landscapes@1
0.692
3SRR934794
brain-umap@2
0.685
4TCGA-49-6761-01A-31R-1949-07
lung-landscapes@6
cohortA10.666
58914dcad-b703-4099-a5dd-edb9cedc104c
melanoma-umap@29
0.665
6TCGA-44-3918-01A-01R-1107-07
lung-landscapes@6
cohortA10.665
7TCGA-44-3396-01A-01R-1206-07
lung-landscapes@6
cohortA10.663
82c1c1b9c-180d-44af-b62a-ca9d83ae993f
melanoma-umap@29
0.663
9a552cdf6.4113.4da4.8e5d.2f3d5555c74e
lung-landscapes@6
cohortMD20.663
10SRR934739
brain-umap@2
0.660

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.410Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.370Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.300Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.290Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.270Inavolisib— uncovered
MYC_TARGETS_V10.230Inavolisib— uncovered
ALLOGRAFT_REJECTION0.200Idelalisib— uncovered
COMPLEMENT0.200Inavolisib— uncovered
PANCREAS_BETA_CELLS0.190Cobimetinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.190Inavolisib— uncovered
APOPTOSIS0.170Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.170Idelalisib— uncovered
KRAS_SIGNALING_UP0.170Inavolisib— uncovered
PROTEIN_SECRETION0.170Remibrutinib— uncovered
APICAL_JUNCTION0.150Inavolisib— uncovered
COAGULATION0.120Binimetinib— uncovered
IL2_STAT5_SIGNALING0.090Idelalisib— uncovered
TGF_BETA_SIGNALING0.060Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.050Idelalisib— uncovered
HYPOXIA0.040Idelalisib— uncovered