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

X7635bae0.a49b.4c58.ae88.de85f60b4ab6

· cohortA3

16a9a9b2-ba68-5415-bc4a-2b8bf85daac8

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
cohortA3
subtype
cohortA3
age_years
68

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_V1+0.280
  • OXIDATIVE_PHOSPHORYLATION+0.280
  • E2F_TARGETS+0.260
  • TGF_BETA_SIGNALING+0.260
  • UNFOLDED_PROTEIN_RESPONSE+0.250
  • G2M_CHECKPOINT+0.240
  • FATTY_ACID_METABOLISM+0.220
  • UV_RESPONSE_UP+0.220
  • PEROXISOME+0.210
  • ADIPOGENESIS+0.200

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.520
  • ALLOGRAFT_REJECTION-0.470
  • INTERFERON_GAMMA_RESPONSE-0.450
  • INTERFERON_ALPHA_RESPONSE-0.360
  • IL6_JAK_STAT3_SIGNALING-0.340
  • INFLAMMATORY_RESPONSE-0.320
  • KRAS_SIGNALING_UP-0.310
  • COMPLEMENT-0.300
  • APICAL_JUNCTION-0.250
  • ANGIOGENESIS-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.

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

#SampleCancer typeSubtypecos similarity
1SRR12202419
bladder-landscape@3
0.858
2DRR168570
bladder-landscape@3
0.856
31ac3f1b2-5b83-470c-b1d3-d35d813f3e65
colon-landscapes@1
0.838
4R286
bladder-landscape@3
0.822
5SRR1516049
bladder-landscape@3
0.817
6DRR168591
bladder-landscape@3
0.816
7TCGA-A2-A0CT-01A-31R-A056-07
breast-umap@18
B0.816
8SAMN03290953
melanoma-umap@29
0.814
9TCGA-B6-A0WV-01A-11R-A109-07
breast-umap@18
B0.811
10SAMN03290941
melanoma-umap@29
0.811

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.280Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.280Remibrutinib— uncovered
E2F_TARGETS0.260Inavolisib— uncovered
TGF_BETA_SIGNALING0.260Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.250Idelalisib— uncovered
G2M_CHECKPOINT0.240Inavolisib— uncovered
FATTY_ACID_METABOLISM0.220Inavolisib— uncovered
UV_RESPONSE_UP0.220Idelalisib— uncovered
PEROXISOME0.210Idelalisib— uncovered
ADIPOGENESIS0.200Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.200Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.190Idelalisib— uncovered
PANCREAS_BETA_CELLS0.170Cobimetinib— uncovered
PROTEIN_SECRETION0.170Remibrutinib— uncovered
SPERMATOGENESIS0.160Inavolisib— uncovered
ANDROGEN_RESPONSE0.140Inavolisib— uncovered
P53_PATHWAY0.100Idelalisib— uncovered
HEME_METABOLISM0.090Temsirolimus— uncovered
KRAS_SIGNALING_DN0.090Remibrutinib— uncovered
GLYCOLYSIS0.080Inavolisib— uncovered