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

6bf9821d-da67-470f-9650-69d05b056166

45aa95a4-8616-54f8-a073-57f90f2089c2

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

  • ALLOGRAFT_REJECTION+0.600
  • ANGIOGENESIS+0.600
  • IL6_JAK_STAT3_SIGNALING+0.600
  • INTERFERON_GAMMA_RESPONSE+0.600
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.500
  • INFLAMMATORY_RESPONSE+0.500
  • INTERFERON_ALPHA_RESPONSE+0.500
  • COMPLEMENT+0.400
  • IL2_STAT5_SIGNALING+0.400
  • KRAS_SIGNALING_UP+0.400

Top 10 suppressed

  • E2F_TARGETS-0.500
  • MYC_TARGETS_V2-0.500
  • OXIDATIVE_PHOSPHORYLATION-0.500
  • G2M_CHECKPOINT-0.400
  • MYC_TARGETS_V1-0.400
  • DNA_REPAIR-0.300
  • HEDGEHOG_SIGNALING-0.300
  • CHOLESTEROL_HOMEOSTASIS-0.200
  • FATTY_ACID_METABOLISM-0.200
  • MITOTIC_SPINDLE-0.200

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
1SRR22247245
lung-landscapes@6
cohortMD20.925
2SRR5088910
melanoma-umap@29
0.906
3cf9ea065-c101-48e2-a1ea-54eb01658eef
melanoma-umap@29
0.900
4BS_RGPSEMHC
brain-umap@2
Posterior Fossa Ependymoma0.899
5TCGA-55-8299-01A-11R-2287-07
lung-landscapes@6
cohortMD20.898
6SRR5088860
melanoma-umap@29
0.895
7TCGA-22-4596-01A-01R-1201-07
lung-landscapes@6
cohortA10.894
8TCGA-69-7978-01A-11R-2187-07
lung-landscapes@6
cohortA10.894
9TCGA-63-A5MN-01A-22R-A27Q-07
lung-landscapes@6
cohortA10.892
10SRR10842349
melanoma-umap@29
0.890

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.600Idelalisib— uncovered
ANGIOGENESIS0.600Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.600Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.600Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.500Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.500Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.500Inavolisib— uncovered
COMPLEMENT0.400Inavolisib— uncovered
IL2_STAT5_SIGNALING0.400Idelalisib— uncovered
KRAS_SIGNALING_UP0.400Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.400Inavolisib— uncovered
COAGULATION0.300Binimetinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.300Inavolisib— uncovered
UV_RESPONSE_DN0.300Inavolisib— uncovered
APICAL_JUNCTION0.200Inavolisib— uncovered
APOPTOSIS0.200Idelalisib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
TGF_BETA_SIGNALING0.200Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered