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

C3N-01416

· cohortA1

4df8e514-ed84-5246-8df4-f2cff02275f7

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
67.18685832

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+0.520
  • CHOLESTEROL_HOMEOSTASIS+0.430
  • IL6_JAK_STAT3_SIGNALING+0.380
  • COMPLEMENT+0.370
  • ALLOGRAFT_REJECTION+0.340
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.330
  • PROTEIN_SECRETION+0.320
  • INFLAMMATORY_RESPONSE+0.310
  • APOPTOSIS+0.270

Top 10 suppressed

  • MYC_TARGETS_V2-0.410
  • PANCREAS_BETA_CELLS-0.220
  • MYC_TARGETS_V1-0.190
  • UNFOLDED_PROTEIN_RESPONSE-0.190
  • HEDGEHOG_SIGNALING-0.150
  • SPERMATOGENESIS-0.140
  • WNT_BETA_CATENIN_SIGNALING-0.140
  • KRAS_SIGNALING_DN-0.130
  • ESTROGEN_RESPONSE_EARLY-0.100
  • GLYCOLYSIS-0.070

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-50-5941-01A-11R-1755-07
lung-landscapes@6
cohortA10.841
2TCGA-E9-A1QZ-01A-21R-A169-07
breast-umap@18
A0.837
3SRR934945
brain-umap@2
0.818
4BS_HQ5BJ6MW
brain-umap@2
pilocytic astrocytoma0.814
5SRR934924
brain-umap@2
0.808
6BS_M9C4RY4P
brain-umap@2
Schwannoma0.808
7SRR934811
brain-umap@2
0.807
8f62519fa-7479-4e20-9ae4-d57f8a1e0e64
colon-landscapes@1
0.806
9s0112287
melanoma-umap@29
0.803
10SRR934884
brain-umap@2
0.801

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.550Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.520Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.430Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.380Inavolisib— uncovered
COMPLEMENT0.370Inavolisib— uncovered
ALLOGRAFT_REJECTION0.340Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.330Inavolisib— uncovered
PROTEIN_SECRETION0.320Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.310Idelalisib— uncovered
APOPTOSIS0.270Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.270Inavolisib— uncovered
PEROXISOME0.270Idelalisib— uncovered
KRAS_SIGNALING_UP0.260Inavolisib— uncovered
COAGULATION0.250Binimetinib— uncovered
IL2_STAT5_SIGNALING0.250Idelalisib— uncovered
UV_RESPONSE_UP0.250Idelalisib— uncovered
ADIPOGENESIS0.220Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.220Inavolisib— uncovered
ANDROGEN_RESPONSE0.200Inavolisib— uncovered
HEME_METABOLISM0.200Temsirolimus— uncovered