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

TCGA-AO-A1KQ-01A-11R-A13Q-07

· B

06c19882-39e2-5e53-b2c2-c50742311a87

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
B
subtype
B
overall_survival_months
63

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+0.480
  • ESTROGEN_RESPONSE_LATE+0.360
  • INTERFERON_ALPHA_RESPONSE+0.350
  • MYC_TARGETS_V1+0.330
  • MYC_TARGETS_V2+0.310
  • ALLOGRAFT_REJECTION+0.300
  • ESTROGEN_RESPONSE_EARLY+0.300
  • INTERFERON_GAMMA_RESPONSE+0.280
  • SPERMATOGENESIS+0.270
  • MTORC1_SIGNALING+0.260

Top 10 suppressed

  • UV_RESPONSE_DN-0.440
  • HEDGEHOG_SIGNALING-0.410
  • TGF_BETA_SIGNALING-0.360
  • MITOTIC_SPINDLE-0.350
  • ANDROGEN_RESPONSE-0.330
  • APICAL_JUNCTION-0.300
  • PROTEIN_SECRETION-0.300
  • WNT_BETA_CATENIN_SIGNALING-0.220
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.210
  • HEME_METABOLISM-0.210

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
1TCGA-D8-A1XL-01A-11R-A14M-07
breast-umap@18
B0.857
2C3N-03486
lung-landscapes@6
cohortSQ10.821
3TCGA-22-5471-01A-01R-1635-07
lung-landscapes@6
cohortSQ20.817
4TCGA-KU-A6H7-01A-11R-A31N-07
head-neck@1
0.815
5TCGA-D8-A1Y3-01A-11R-A157-07
breast-umap@18
B0.815
6TCGA-64-1677-01A-01R-0946-07
lung-landscapes@6
cohortA10.778
7TCGA-A2-A4S3-01A-21R-A266-07
breast-umap@18
B0.777
8TCGA-A7-A6VW-01A-21R-A33J-07
breast-umap@18
E0.766
9TCGA-GM-A3XL-01A-11R-A22U-07
breast-umap@18
E0.761
1058c2404d-b213-4a7f-a8fc-11081a88091b
colon-landscapes@1
0.760

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.480Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.360Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.350Inavolisib— uncovered
MYC_TARGETS_V10.330Inavolisib— uncovered
MYC_TARGETS_V20.310Idelalisib— uncovered
ALLOGRAFT_REJECTION0.300Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.300Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.280Idelalisib— uncovered
SPERMATOGENESIS0.270Inavolisib— uncovered
MTORC1_SIGNALING0.260Inavolisib— uncovered
DNA_REPAIR0.240Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.240Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.240Inavolisib— uncovered
G2M_CHECKPOINT0.230Inavolisib— uncovered
APOPTOSIS0.130Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.120Inavolisib— uncovered
UV_RESPONSE_UP0.080Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.060Remibrutinib— uncovered
KRAS_SIGNALING_DN0.050Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.040Inavolisib— uncovered