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

9f621704-2ece-4b25-be28-5fe14f71048d

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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
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.600
  • IL6_JAK_STAT3_SIGNALING+0.600
  • INFLAMMATORY_RESPONSE+0.600
  • INTERFERON_ALPHA_RESPONSE+0.600
  • INTERFERON_GAMMA_RESPONSE+0.600
  • TNFA_SIGNALING_VIA_NFKB+0.600
  • COMPLEMENT+0.500
  • KRAS_SIGNALING_UP+0.500
  • TGF_BETA_SIGNALING+0.500

Top 10 suppressed

  • MYC_TARGETS_V2-0.700
  • OXIDATIVE_PHOSPHORYLATION-0.600
  • DNA_REPAIR-0.500
  • MYC_TARGETS_V1-0.500
  • E2F_TARGETS-0.300
  • FATTY_ACID_METABOLISM-0.200
  • GLYCOLYSIS-0.200
  • SPERMATOGENESIS-0.200
  • UNFOLDED_PROTEIN_RESPONSE-0.200
  • ADIPOGENESIS-0.100

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MDT-AP-3277
medullo-epn-umap@date-based
MedMedulloblastoma0.934
2cadbc884-10b6-41e4-8aee-dc11a1453b8c
colon-landscapes@1
0.930
3TCGA-A8-A096-01A-11R-A00Z-07
breast-umap@18
B0.929
4TCGA-DK-A1AF-01A-11R-A13Y-07
bladder-landscape@3
0.924
5TCGA-CR-7376-01A-11R-2132-07
head-neck@1
0.920
6MDT-AP-2869
medullo-epn-umap@date-based
MedMedulloblastoma0.918
7MDT-AP-3156
medullo-epn-umap@date-based
MedMedulloblastoma0.917
8c7a22797-676e-4f10-a51d-e3ee91a29a21
colon-landscapes@1
0.915
9TCGA-CN-5373-01A-01R-1436-07
head-neck@1
0.912
10MDT-AP-2111
medullo-epn-umap@date-based
MedMedulloblastoma0.911

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.600Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.600Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.600Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.600Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.600Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.600Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.600Inavolisib— uncovered
COMPLEMENT0.500Inavolisib— uncovered
KRAS_SIGNALING_UP0.500Inavolisib— uncovered
TGF_BETA_SIGNALING0.500Inavolisib— uncovered
UV_RESPONSE_DN0.500Inavolisib— uncovered
ANGIOGENESIS0.400Remibrutinib— uncovered
APICAL_JUNCTION0.400Inavolisib— uncovered
APOPTOSIS0.400Idelalisib— uncovered
IL2_STAT5_SIGNALING0.400Idelalisib— uncovered
ANDROGEN_RESPONSE0.300Inavolisib— uncovered
APICAL_SURFACE0.300Temsirolimus— uncovered
COAGULATION0.300Binimetinib— uncovered
ESTROGEN_RESPONSE_EARLY0.300Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.300Idelalisib— uncovered