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

25f272b8-11f5-4edc-9c54-f4115fc0a5de

1799b42c-1cb3-57f1-bafe-5efc1cdea34a

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

  • MYC_TARGETS_V2+0.500
  • MYC_TARGETS_V1+0.400
  • E2F_TARGETS+0.300
  • UNFOLDED_PROTEIN_RESPONSE+0.300
  • ANGIOGENESIS+0.200
  • DNA_REPAIR+0.200
  • G2M_CHECKPOINT+0.200
  • WNT_BETA_CATENIN_SIGNALING+0.200
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.100
  • MTORC1_SIGNALING+0.100

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.400
  • CHOLESTEROL_HOMEOSTASIS-0.400
  • INTERFERON_ALPHA_RESPONSE-0.400
  • INTERFERON_GAMMA_RESPONSE-0.400
  • APICAL_SURFACE-0.300
  • APOPTOSIS-0.300
  • BILE_ACID_METABOLISM-0.300
  • COMPLEMENT-0.300
  • FATTY_ACID_METABOLISM-0.300
  • IL6_JAK_STAT3_SIGNALING-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
10edf46a2-3dfb-4bae-b642-281e05975bd1
melanoma-umap@29
0.919
259c50e1e-fc77-441e-93c2-f69c013f362c
melanoma-umap@29
0.883
3SRR10899976
melanoma-umap@29
0.872
4SAMN03290896
melanoma-umap@29
0.861
5SAMN03290918
melanoma-umap@29
0.861
6BS_D144EJRQ
brain-umap@2
medulloblastoma0.857
79ca1da07-df79-4bbf-be81-0ef9de95ab0c
melanoma-umap@29
0.857
8ERR2278885
head-neck@1
0.853
9TCGA-LA-A7SW-01A-11R-A405-07
lung-landscapes@6
cohortSQ10.852
10b2e80b2b-559c-424e-837d-fa1de6b912e7
melanoma-umap@29
0.847

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
MYC_TARGETS_V20.500Idelalisib— uncovered
MYC_TARGETS_V10.400Inavolisib— uncovered
E2F_TARGETS0.300Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.300Idelalisib— uncovered
ANGIOGENESIS0.200Remibrutinib— uncovered
DNA_REPAIR0.200Idelalisib— uncovered
G2M_CHECKPOINT0.200Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.100Inavolisib— uncovered
MTORC1_SIGNALING0.100Inavolisib— uncovered