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

TCGA-UY-A8OC-01A-11R-A36F-07

7f6109bd-d6bb-5a1b-9334-9f833a1a209d

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
overall_survival_months
0
os_event
true
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

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.650
  • ANGIOGENESIS+0.600
  • HEDGEHOG_SIGNALING+0.510
  • TGF_BETA_SIGNALING+0.500
  • HYPOXIA+0.410
  • NOTCH_SIGNALING+0.410
  • APICAL_JUNCTION+0.390
  • COAGULATION+0.390
  • GLYCOLYSIS+0.320
  • KRAS_SIGNALING_UP+0.300

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.440
  • INTERFERON_GAMMA_RESPONSE-0.360
  • BILE_ACID_METABOLISM-0.310
  • FATTY_ACID_METABOLISM-0.260
  • KRAS_SIGNALING_DN-0.200
  • PEROXISOME-0.180
  • SPERMATOGENESIS-0.150
  • ESTROGEN_RESPONSE_LATE-0.090
  • MYC_TARGETS_V2-0.090
  • G2M_CHECKPOINT-0.080

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
1C3L-01838
lung-landscapes@6
cohortSQ10.854
2TCGA-77-8130-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.839
3BS_KP735TJ6
brain-umap@2
high-grade glioma0.832
4SRR8943050
bladder-landscape@3
0.830
5TCGA-BL-A5ZZ-01A-31R-A30C-07
bladder-landscape@3
0.795
6SRR12696782
melanoma-umap@29
0.790
7R211
bladder-landscape@3
0.788
8TCGA-AN-A0AS-01A-11R-A00Z-07
breast-umap@18
C0.777
9ERR2208939
melanoma-umap@29
0.776
10TCGA-E2-A152-01A-11R-A12D-07
breast-umap@18
C0.774

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.650Inavolisib— uncovered
ANGIOGENESIS0.600Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.510Inavolisib— uncovered
TGF_BETA_SIGNALING0.500Inavolisib— uncovered
HYPOXIA0.410Idelalisib— uncovered
NOTCH_SIGNALING0.410Inavolisib— uncovered
APICAL_JUNCTION0.390Inavolisib— uncovered
COAGULATION0.390Binimetinib— uncovered
GLYCOLYSIS0.320Inavolisib— uncovered
KRAS_SIGNALING_UP0.300Inavolisib— uncovered
P53_PATHWAY0.300Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.300Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.300Idelalisib— uncovered
UV_RESPONSE_DN0.300Inavolisib— uncovered
APOPTOSIS0.270Idelalisib— uncovered
DNA_REPAIR0.270Idelalisib— uncovered
PROTEIN_SECRETION0.270Remibrutinib— uncovered
MYC_TARGETS_V10.260Inavolisib— uncovered
MYOGENESIS0.260Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.240Inavolisib— uncovered