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

C3L-02219

· cohortA1

48791b89-24b1-52d5-8751-246e6e6c182a

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
77.60985626

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+0.530
  • IL6_JAK_STAT3_SIGNALING+0.460
  • INTERFERON_GAMMA_RESPONSE+0.430
  • ALLOGRAFT_REJECTION+0.420
  • INFLAMMATORY_RESPONSE+0.380
  • KRAS_SIGNALING_UP+0.340
  • TNFA_SIGNALING_VIA_NFKB+0.320
  • HYPOXIA+0.290
  • COAGULATION+0.270
  • COMPLEMENT+0.270

Top 10 suppressed

  • MYC_TARGETS_V2-0.490
  • G2M_CHECKPOINT-0.480
  • E2F_TARGETS-0.450
  • MITOTIC_SPINDLE-0.350
  • MYC_TARGETS_V1-0.290
  • PANCREAS_BETA_CELLS-0.240
  • UNFOLDED_PROTEIN_RESPONSE-0.230
  • MTORC1_SIGNALING-0.200
  • WNT_BETA_CATENIN_SIGNALING-0.180
  • APICAL_SURFACE-0.160

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1b1dde645-b48d-44e0-9fe0-2af02470ffb5
colon-landscapes@1
0.874
2BS_Z0AVVB1V
brain-umap@2
pilocytic astrocytoma0.864
3ERR2208891
melanoma-umap@29
0.861
4BS_BC936YNZ
brain-umap@2
pilocytic astrocytoma0.860
5TCGA-97-8175-01A-11R-2287-07
lung-landscapes@6
cohortA10.856
6SRR8943021
bladder-landscape@3
0.849
7SRR13780263
lung-landscapes@6
cohortMD20.846
8TCGA-DQ-5625-01A-01R-1873-07
head-neck@1
0.846
9TCGA-DQ-5630-01A-01R-1873-07
head-neck@1
0.841
10BS_MY9D8XZ1
brain-umap@2
pilocytic astrocytoma0.840

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.530Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.460Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.430Idelalisib— uncovered
ALLOGRAFT_REJECTION0.420Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.380Idelalisib— uncovered
KRAS_SIGNALING_UP0.340Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.320Inavolisib— uncovered
HYPOXIA0.290Idelalisib— uncovered
COAGULATION0.270Binimetinib— uncovered
COMPLEMENT0.270Inavolisib— uncovered
APOPTOSIS0.260Idelalisib— uncovered
IL2_STAT5_SIGNALING0.250Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.250Inavolisib— uncovered
PROTEIN_SECRETION0.230Remibrutinib— uncovered
ADIPOGENESIS0.180Inavolisib— uncovered
FATTY_ACID_METABOLISM0.170Inavolisib— uncovered
GLYCOLYSIS0.170Inavolisib— uncovered
P53_PATHWAY0.160Idelalisib— uncovered
PEROXISOME0.160Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.140Inavolisib— uncovered