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

TCGA-UF-A719-01A-12R-A34R-07

7aade3ae-e517-57b6-aeb4-5a0d5fe96e25

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
sex
male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.420
  • E2F_TARGETS+0.350
  • G2M_CHECKPOINT+0.320
  • KRAS_SIGNALING_DN+0.200
  • MITOTIC_SPINDLE+0.190
  • CHOLESTEROL_HOMEOSTASIS+0.160
  • INTERFERON_GAMMA_RESPONSE+0.150
  • SPERMATOGENESIS+0.150
  • FATTY_ACID_METABOLISM+0.130
  • BILE_ACID_METABOLISM+0.110

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.560
  • ANGIOGENESIS-0.470
  • TGF_BETA_SIGNALING-0.430
  • HYPOXIA-0.380
  • PROTEIN_SECRETION-0.350
  • UV_RESPONSE_DN-0.350
  • ALLOGRAFT_REJECTION-0.330
  • PANCREAS_BETA_CELLS-0.330
  • IL2_STAT5_SIGNALING-0.320
  • PI3K_AKT_MTOR_SIGNALING-0.320

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
1SRR2932834
head-neck@1
0.812
2SRR8518445
breast-umap@18
C0.808
3R68
bladder-landscape@3
0.807
4SRR12202474
bladder-landscape@3
0.787
5C3N-04162
lung-landscapes@6
cohortSQ20.778
6TCGA-RS-A6TP-01A-12R-A34R-07
head-neck@1
0.766
7TCGA-CN-A49C-01A-11R-A24H-07
head-neck@1
0.766
8R93
bladder-landscape@3
0.758
9SRR8518168
breast-umap@18
E0.754
102d8478f6-41ac-47f5-ac3c-337af7245f5b
colon-landscapes@1
0.753

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.420Inavolisib— uncovered
E2F_TARGETS0.350Inavolisib— uncovered
G2M_CHECKPOINT0.320Inavolisib— uncovered
KRAS_SIGNALING_DN0.200Remibrutinib— uncovered
MITOTIC_SPINDLE0.190Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.160Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.150Idelalisib— uncovered
SPERMATOGENESIS0.150Inavolisib— uncovered
FATTY_ACID_METABOLISM0.130Inavolisib— uncovered
BILE_ACID_METABOLISM0.110Inavolisib— uncovered
APOPTOSIS0.070Idelalisib— uncovered
PEROXISOME0.070Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.070Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.050Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.050Inavolisib— uncovered
DNA_REPAIR0.040Idelalisib— uncovered
MTORC1_SIGNALING0.040Inavolisib— uncovered
UV_RESPONSE_UP0.020Idelalisib— uncovered