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

TCGA-A2-A0YT-01A-11R-A109-07

· B

2df0b99d-2c10-59cb-93d3-e914cfb5708a

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
24

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+0.550
  • PROTEIN_SECRETION+0.490
  • G2M_CHECKPOINT+0.470
  • MTORC1_SIGNALING+0.400
  • MITOTIC_SPINDLE+0.380
  • OXIDATIVE_PHOSPHORYLATION+0.350
  • MYC_TARGETS_V1+0.320
  • UNFOLDED_PROTEIN_RESPONSE+0.320
  • ADIPOGENESIS+0.300
  • MYC_TARGETS_V2+0.300

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.440
  • WNT_BETA_CATENIN_SIGNALING-0.360
  • ANGIOGENESIS-0.340
  • NOTCH_SIGNALING-0.340
  • APICAL_SURFACE-0.300
  • COAGULATION-0.270
  • KRAS_SIGNALING_UP-0.270
  • KRAS_SIGNALING_DN-0.260
  • TNFA_SIGNALING_VIA_NFKB-0.260
  • ALLOGRAFT_REJECTION-0.250

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
1R408
bladder-landscape@3
0.900
2MNG241
mng-umap@100
0.884
3TCGA-A8-A09N-01A-11R-A00Z-07
breast-umap@18
B0.883
4SRR8942934
bladder-landscape@3
0.878
5TCGA-HQ-A5ND-01A-11R-A26T-07
bladder-landscape@3
0.875
6TCGA-A8-A092-01A-11R-A00Z-07
breast-umap@18
B0.863
7TCGA-A8-A06O-01A-11R-A00Z-07
breast-umap@18
B0.862
8SRR8942956
bladder-landscape@3
0.862
9R135
bladder-landscape@3
0.854
10TCGA-4Z-AA80-01A-11R-A39I-07
bladder-landscape@3
0.853

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
E2F_TARGETS0.550Inavolisib— uncovered
PROTEIN_SECRETION0.490Remibrutinib— uncovered
G2M_CHECKPOINT0.470Inavolisib— uncovered
MTORC1_SIGNALING0.400Inavolisib— uncovered
MITOTIC_SPINDLE0.380Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.350Remibrutinib— uncovered
MYC_TARGETS_V10.320Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.320Idelalisib— uncovered
ADIPOGENESIS0.300Inavolisib— uncovered
MYC_TARGETS_V20.300Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.290Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.270Inavolisib— uncovered
DNA_REPAIR0.260Idelalisib— uncovered
ANDROGEN_RESPONSE0.250Inavolisib— uncovered
PEROXISOME0.240Idelalisib— uncovered
FATTY_ACID_METABOLISM0.220Inavolisib— uncovered
GLYCOLYSIS0.170Inavolisib— uncovered
UV_RESPONSE_UP0.150Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.140Remibrutinib— uncovered
HEME_METABOLISM0.140Temsirolimus— uncovered