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

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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
age_years
73

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+0.200
  • MYC_TARGETS_V1+0.180
  • WNT_BETA_CATENIN_SIGNALING+0.180
  • TGF_BETA_SIGNALING+0.140
  • E2F_TARGETS+0.120
  • SPERMATOGENESIS+0.120
  • DNA_REPAIR+0.080
  • KRAS_SIGNALING_DN+0.010
  • UNFOLDED_PROTEIN_RESPONSE+0.010
  • G2M_CHECKPOINT-0.010

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.520
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.520
  • INTERFERON_GAMMA_RESPONSE-0.490
  • INFLAMMATORY_RESPONSE-0.470
  • IL6_JAK_STAT3_SIGNALING-0.430
  • TNFA_SIGNALING_VIA_NFKB-0.420
  • ALLOGRAFT_REJECTION-0.390
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.380
  • APICAL_JUNCTION-0.350
  • PI3K_AKT_MTOR_SIGNALING-0.350

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
150d87a6b-8e96-4964-9f23-53cc48c7d9ff
colon-landscapes@1
0.918
2SRR17866817
colon-landscapes@1
0.898
3SRR1313141
breast-umap@18
E0.897
4ERR2208946
melanoma-umap@29
0.895
5BS_1BWP5MCT
brain-umap@2
medulloblastoma0.888
6s_150324_3b
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.884
7SAMN03290896
melanoma-umap@29
0.884
8TCGA-D6-6827-01A-11R-1915-07
head-neck@1
0.879
9BS_QRDT19KS
brain-umap@2
medulloblastoma0.876
10BS_TE0GVDNG
brain-umap@2
medulloblastoma0.875

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.200Idelalisib— uncovered
MYC_TARGETS_V10.180Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.180Inavolisib— uncovered
TGF_BETA_SIGNALING0.140Inavolisib— uncovered
E2F_TARGETS0.120Inavolisib— uncovered
SPERMATOGENESIS0.120Inavolisib— uncovered
DNA_REPAIR0.080Idelalisib— uncovered
KRAS_SIGNALING_DN0.010Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.010Idelalisib— uncovered