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

TCGA-AO-A03P-01A-11R-A00Z-07

· B

55823d39-8b9c-5acf-b9d4-1793e68ecfb4

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
97
os_event
true

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V1+0.550
  • MYC_TARGETS_V2+0.470
  • E2F_TARGETS+0.410
  • G2M_CHECKPOINT+0.310
  • DNA_REPAIR+0.270
  • PANCREAS_BETA_CELLS+0.260
  • UNFOLDED_PROTEIN_RESPONSE+0.260
  • OXIDATIVE_PHOSPHORYLATION+0.250
  • ESTROGEN_RESPONSE_EARLY+0.170
  • ESTROGEN_RESPONSE_LATE+0.140

Top 10 suppressed

  • NOTCH_SIGNALING-0.480
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.460
  • ANGIOGENESIS-0.430
  • INFLAMMATORY_RESPONSE-0.390
  • TNFA_SIGNALING_VIA_NFKB-0.380
  • APICAL_JUNCTION-0.370
  • IL6_JAK_STAT3_SIGNALING-0.370
  • IL2_STAT5_SIGNALING-0.360
  • KRAS_SIGNALING_UP-0.350
  • CHOLESTEROL_HOMEOSTASIS-0.340

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
1BSR_04_0040_A3_S71
breast-umap@18
B0.897
220110028.LumB
breast-umap@18
B0.888
3TCGA-AO-A0J3-01A-11R-A034-07
breast-umap@18
B0.884
4SRR4195684
colon-landscapes@1
0.869
5SRR25617899
breast-umap@18
B0.862
6SRR8518412
breast-umap@18
B0.859
7TCGA-66-2756-01A-01R-0851-07
lung-landscapes@6
cohortA30.855
8BS_M84H3KXA
brain-umap@2
medulloblastoma0.852
9TCGA-B6-A0RL-01A-11R-A084-07
breast-umap@18
B0.847
10TCGA-51-4080-01A-01R-1100-07
lung-landscapes@6
cohortSQ20.847

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.550Inavolisib— uncovered
MYC_TARGETS_V20.470Idelalisib— uncovered
E2F_TARGETS0.410Inavolisib— uncovered
G2M_CHECKPOINT0.310Inavolisib— uncovered
DNA_REPAIR0.270Idelalisib— uncovered
PANCREAS_BETA_CELLS0.260Cobimetinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.260Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.250Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.170Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.140Idelalisib— uncovered
MTORC1_SIGNALING0.110Inavolisib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered
PROTEIN_SECRETION0.080Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.070Inavolisib— uncovered
PEROXISOME0.060Idelalisib— uncovered
TGF_BETA_SIGNALING0.060Inavolisib— uncovered