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

TCGA-FD-A3B7-01A-31R-A20F-07

f3f66b8a-3471-5622-b583-cc8342bd9a27

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
4.007884363
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

  • ANGIOGENESIS+0.650
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.610
  • ALLOGRAFT_REJECTION+0.570
  • IL6_JAK_STAT3_SIGNALING+0.540
  • INFLAMMATORY_RESPONSE+0.510
  • INTERFERON_ALPHA_RESPONSE+0.460
  • INTERFERON_GAMMA_RESPONSE+0.460
  • APICAL_JUNCTION+0.430
  • COMPLEMENT+0.430
  • G2M_CHECKPOINT+0.420

Top 10 suppressed

  • PEROXISOME-0.370
  • FATTY_ACID_METABOLISM-0.340
  • OXIDATIVE_PHOSPHORYLATION-0.340
  • ADIPOGENESIS-0.280
  • BILE_ACID_METABOLISM-0.210
  • PANCREAS_BETA_CELLS-0.150
  • CHOLESTEROL_HOMEOSTASIS-0.140
  • KRAS_SIGNALING_DN-0.140
  • XENOBIOTIC_METABOLISM-0.120
  • ESTROGEN_RESPONSE_LATE-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
1TCGA-FD-A3B3-01A-12R-A206-07
bladder-landscape@3
0.927
2BS_NR3P3GN2
brain-umap@2
high-grade glioma0.919
3TCGA-50-6595-01A-12R-1858-07
lung-landscapes@6
cohortA10.913
4TCGA-44-7661-01A-11R-2066-07
lung-landscapes@6
cohortA10.907
5TCGA-56-8201-01A-11R-2247-07
lung-landscapes@6
cohortA10.906
6TCGA-FD-A62S-01A-11R-A30C-07
bladder-landscape@3
0.901
7TCGA-55-6978-01A-11R-1949-07
lung-landscapes@6
cohortA10.899
8R409
bladder-landscape@3
0.897
9TCGA-FD-A6TK-01A-42R-A33J-07
bladder-landscape@3
0.896
10SRR10900575
melanoma-umap@29
0.894

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.650Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.610Inavolisib— uncovered
ALLOGRAFT_REJECTION0.570Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.540Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.510Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.460Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.460Idelalisib— uncovered
APICAL_JUNCTION0.430Inavolisib— uncovered
COMPLEMENT0.430Inavolisib— uncovered
G2M_CHECKPOINT0.420Inavolisib— uncovered
E2F_TARGETS0.410Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.390Inavolisib— uncovered
IL2_STAT5_SIGNALING0.380Idelalisib— uncovered
KRAS_SIGNALING_UP0.380Inavolisib— uncovered
COAGULATION0.370Binimetinib— uncovered
MITOTIC_SPINDLE0.360Inavolisib— uncovered
MYC_TARGETS_V20.360Idelalisib— uncovered
HEDGEHOG_SIGNALING0.350Inavolisib— uncovered
NOTCH_SIGNALING0.300Inavolisib— uncovered
UV_RESPONSE_DN0.290Inavolisib— uncovered