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

78699d1d-aa39-473a-b3ea-24164d3a443c

23e33953-93b4-5fdd-a44b-c82a68c1d4bf

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
64

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+0.660
  • MYC_TARGETS_V1+0.590
  • G2M_CHECKPOINT+0.560
  • MYC_TARGETS_V2+0.510
  • MTORC1_SIGNALING+0.400
  • DNA_REPAIR+0.380
  • OXIDATIVE_PHOSPHORYLATION+0.340
  • INTERFERON_ALPHA_RESPONSE+0.330
  • UNFOLDED_PROTEIN_RESPONSE+0.290
  • MITOTIC_SPINDLE+0.240

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.420
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.350
  • UV_RESPONSE_DN-0.350
  • MYOGENESIS-0.340
  • WNT_BETA_CATENIN_SIGNALING-0.300
  • HEDGEHOG_SIGNALING-0.280
  • APICAL_JUNCTION-0.230
  • ANGIOGENESIS-0.220
  • COAGULATION-0.210
  • BILE_ACID_METABOLISM-0.190

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR650153
bladder-landscape@3
0.851
2TCGA-XF-A9T6-01A-11R-A42T-07
bladder-landscape@3
0.851
381b828aa-cb06-4790-ba3e-efaa39f4eeef
colon-landscapes@1
0.851
4TCGA-T3-A92N-01A-11R-A39I-07
head-neck@1
0.844
5SRR8518289
breast-umap@18
E0.841
6SRR6013511
lung-landscapes@6
cohortSQ10.840
7TCGA-HD-7832-01A-11R-2132-07
head-neck@1
0.839
8TCGA-DK-A1A6-01A-11R-A13Y-07
bladder-landscape@3
0.838
904e3aeba-c9bd-483d-9484-5ecc0e64a054
melanoma-umap@29
0.832
10SRR6013495
lung-landscapes@6
cohortA10.830

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.660Inavolisib— uncovered
MYC_TARGETS_V10.590Inavolisib— uncovered
G2M_CHECKPOINT0.560Inavolisib— uncovered
MYC_TARGETS_V20.510Idelalisib— uncovered
MTORC1_SIGNALING0.400Inavolisib— uncovered
DNA_REPAIR0.380Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.340Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.330Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.290Idelalisib— uncovered
MITOTIC_SPINDLE0.240Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.230Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.200Inavolisib— uncovered
GLYCOLYSIS0.190Inavolisib— uncovered
PROTEIN_SECRETION0.180Remibrutinib— uncovered
PEROXISOME0.150Idelalisib— uncovered
P53_PATHWAY0.120Idelalisib— uncovered
APICAL_SURFACE0.110Temsirolimus— uncovered
ESTROGEN_RESPONSE_LATE0.110Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.100Inavolisib— uncovered
UV_RESPONSE_UP0.100Idelalisib— uncovered