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

AUR-AD9E-TTM1-A-1-1-R-A542-39

· B

e2762cd5-c27a-55e6-9927-0d654a742569

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
B
subtype
B

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • E2F_TARGETS+0.480
  • G2M_CHECKPOINT+0.460
  • MYC_TARGETS_V2+0.400
  • MYC_TARGETS_V1+0.350
  • DNA_REPAIR+0.340
  • MITOTIC_SPINDLE+0.330
  • PANCREAS_BETA_CELLS+0.310
  • TGF_BETA_SIGNALING+0.300
  • OXIDATIVE_PHOSPHORYLATION+0.190
  • SPERMATOGENESIS+0.170

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.650
  • INTERFERON_GAMMA_RESPONSE-0.600
  • ALLOGRAFT_REJECTION-0.580
  • IL6_JAK_STAT3_SIGNALING-0.490
  • INFLAMMATORY_RESPONSE-0.470
  • COMPLEMENT-0.410
  • TNFA_SIGNALING_VIA_NFKB-0.350
  • FATTY_ACID_METABOLISM-0.270
  • IL2_STAT5_SIGNALING-0.260
  • XENOBIOTIC_METABOLISM-0.230

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
1SRR6079988
head-neck@1
0.882
2TCGA-77-8128-01A-11R-2247-07
lung-landscapes@6
cohortSQ20.881
3R399
bladder-landscape@3
0.874
4SRR8518449
breast-umap@18
E0.869
5BS_MDBT7S5Z
brain-umap@2
high-grade glioma0.866
6SRR8518411
breast-umap@18
E0.863
7TCGA-A8-A07L-01A-11R-A00Z-07
breast-umap@18
B0.859
8f2c3b90a.7e75.4a2a.925e.29eb9a2acac2
lung-landscapes@6
cohortA30.859
9SRR35579809
breast-umap@18
B0.848
10TCGA-50-5931-01A-11R-1755-07
lung-landscapes@6
cohortMD10.845

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.480Inavolisib— uncovered
G2M_CHECKPOINT0.460Inavolisib— uncovered
MYC_TARGETS_V20.400Idelalisib— uncovered
MYC_TARGETS_V10.350Inavolisib— uncovered
DNA_REPAIR0.340Idelalisib— uncovered
MITOTIC_SPINDLE0.330Inavolisib— uncovered
PANCREAS_BETA_CELLS0.310Cobimetinib— uncovered
TGF_BETA_SIGNALING0.300Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.190Remibrutinib— uncovered
SPERMATOGENESIS0.170Inavolisib— uncovered
ANGIOGENESIS0.160Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.140Inavolisib— uncovered
PROTEIN_SECRETION0.100Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.090Inavolisib— uncovered
MYOGENESIS0.080Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.040Idelalisib— uncovered
UV_RESPONSE_UP0.040Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.030Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.010Inavolisib— uncovered