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

ad30e5e1-182b-4758-8e70-53e0bcf78072

68afecd8-7fdb-514c-b941-bc96715c0e71

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
62

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • G2M_CHECKPOINT+0.600
  • E2F_TARGETS+0.590
  • PANCREAS_BETA_CELLS+0.470
  • MITOTIC_SPINDLE+0.420
  • MYC_TARGETS_V1+0.340
  • HEDGEHOG_SIGNALING+0.310
  • SPERMATOGENESIS+0.310
  • WNT_BETA_CATENIN_SIGNALING+0.310
  • MYC_TARGETS_V2+0.260
  • UV_RESPONSE_DN+0.140

Top 10 suppressed

  • TNFA_SIGNALING_VIA_NFKB-0.490
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.480
  • OXIDATIVE_PHOSPHORYLATION-0.460
  • IL6_JAK_STAT3_SIGNALING-0.450
  • INFLAMMATORY_RESPONSE-0.450
  • INTERFERON_GAMMA_RESPONSE-0.400
  • NOTCH_SIGNALING-0.400
  • ALLOGRAFT_REJECTION-0.360
  • COMPLEMENT-0.330
  • INTERFERON_ALPHA_RESPONSE-0.310

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1TCGA-AN-A0FY-01A-11R-A034-07
breast-umap@18
B0.860
2dd75267f-824e-4ddc-9056-cdf0f500d39b
melanoma-umap@29
0.859
3BS_HB03GSHF
brain-umap@2
medulloblastoma0.857
4BS_BVSW4GTG
brain-umap@2
medulloblastoma0.856
5SRR8613800
breast-umap@18
D0.848
6TCGA-A1-A0SK-01A-12R-A084-07
breast-umap@18
E0.847
7SJEPD031150_D1.RNA-Seq
medullo-epn-umap@date-based
EPNEPN Tumor0.847
8TCGA-34-5927-01A-11R-1820-07
lung-landscapes@6
cohortSQ10.846
9BS_AM70R8RG
brain-umap@2
medulloblastoma0.845
10BS_1AYRM596
brain-umap@2
medulloblastoma0.843

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.600Inavolisib— uncovered
E2F_TARGETS0.590Inavolisib— uncovered
PANCREAS_BETA_CELLS0.470Cobimetinib— uncovered
MITOTIC_SPINDLE0.420Inavolisib— uncovered
MYC_TARGETS_V10.340Inavolisib— uncovered
HEDGEHOG_SIGNALING0.310Inavolisib— uncovered
SPERMATOGENESIS0.310Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.310Inavolisib— uncovered
MYC_TARGETS_V20.260Idelalisib— uncovered
UV_RESPONSE_DN0.140Inavolisib— uncovered
DNA_REPAIR0.120Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.100Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.090Idelalisib— uncovered
MTORC1_SIGNALING0.070Inavolisib— uncovered
KRAS_SIGNALING_DN0.040Remibrutinib— uncovered
GLYCOLYSIS0.030Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.010Inavolisib— uncovered