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

30608f63-2604-489c-bf96-09e56acfe912

7685bb17-4e93-5f42-92ca-1f6db1305799

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

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+0.700
  • INTERFERON_GAMMA_RESPONSE+0.600
  • ALLOGRAFT_REJECTION+0.400
  • IL6_JAK_STAT3_SIGNALING+0.400
  • COMPLEMENT+0.200
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.200
  • INFLAMMATORY_RESPONSE+0.200
  • COAGULATION+0.100
  • IL2_STAT5_SIGNALING+0.100
  • MITOTIC_SPINDLE+0.100

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.600
  • MYC_TARGETS_V1-0.500
  • PANCREAS_BETA_CELLS-0.500
  • GLYCOLYSIS-0.400
  • MTORC1_SIGNALING-0.400
  • MYC_TARGETS_V2-0.400
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.400
  • UNFOLDED_PROTEIN_RESPONSE-0.400
  • ADIPOGENESIS-0.300
  • E2F_TARGETS-0.300

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1be8d8236-4ebc-46de-a4fd-a901fec1cdce
melanoma-umap@29
0.883
2C3N-00433
lung-landscapes@6
cohortMD20.874
3SRR1313132
breast-umap@18
D0.873
4TCGA-22-1005-01A-01R-A96U-41
lung-landscapes@6
cohortMD20.866
5BS_J6VKB1VE
brain-umap@2
low-grade glioma0.855
6SRR12696760
melanoma-umap@29
0.855
7SRR5088847
melanoma-umap@29
0.847
8TCGA-E9-A2JT-01A-22R-A18M-07
breast-umap@18
D0.843
9TCGA-86-6851-01A-11R-1949-07
lung-landscapes@6
cohortA10.839
10TCGA-MP-A4T4-01A-11R-A262-07
lung-landscapes@6
cohortA10.838

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.700Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.600Idelalisib— uncovered
ALLOGRAFT_REJECTION0.400Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.400Inavolisib— uncovered
COMPLEMENT0.200Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.200Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.200Idelalisib— uncovered
COAGULATION0.100Binimetinib— uncovered
IL2_STAT5_SIGNALING0.100Idelalisib— uncovered
MITOTIC_SPINDLE0.100Inavolisib— uncovered