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

TCGA-E7-A6MF-01A-12R-A32O-07

39433359-e21c-5556-bcd0-1dc80ce15d46

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
24.63863338
os_event
false

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • WNT_BETA_CATENIN_SIGNALING+0.340
  • TGF_BETA_SIGNALING+0.180
  • HEME_METABOLISM+0.160
  • P53_PATHWAY+0.150
  • PANCREAS_BETA_CELLS+0.110
  • BILE_ACID_METABOLISM+0.070
  • HEDGEHOG_SIGNALING+0.060
  • KRAS_SIGNALING_DN+0.060
  • APICAL_SURFACE+0.030
  • ESTROGEN_RESPONSE_EARLY+0.030

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.610
  • E2F_TARGETS-0.600
  • MYC_TARGETS_V2-0.540
  • MTORC1_SIGNALING-0.510
  • G2M_CHECKPOINT-0.480
  • TNFA_SIGNALING_VIA_NFKB-0.480
  • ANGIOGENESIS-0.460
  • IL6_JAK_STAT3_SIGNALING-0.440
  • MYC_TARGETS_V1-0.440
  • ALLOGRAFT_REJECTION-0.420

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
1SRR1516060
bladder-landscape@3
0.910
2SRR12475149
colon-landscapes@1
0.899
3C3N-03420
lung-landscapes@6
cohortA10.896
4SRR11296800
colon-landscapes@1
0.889
5eb67b977-b299-4bbc-b3f6-25d516473405
colon-landscapes@1
0.883
6SRR650199
bladder-landscape@3
0.881
7SRR1313106
breast-umap@18
B0.876
8SRR1516046
bladder-landscape@3
0.875
9SRR1516063
bladder-landscape@3
0.873
10SRR23303736
bladder-landscape@3
0.870

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
WNT_BETA_CATENIN_SIGNALING0.340Inavolisib— uncovered
TGF_BETA_SIGNALING0.180Inavolisib— uncovered
HEME_METABOLISM0.160Temsirolimus— uncovered
P53_PATHWAY0.150Idelalisib— uncovered
PANCREAS_BETA_CELLS0.110Cobimetinib— uncovered
BILE_ACID_METABOLISM0.070Inavolisib— uncovered
HEDGEHOG_SIGNALING0.060Inavolisib— uncovered
KRAS_SIGNALING_DN0.060Remibrutinib— uncovered
APICAL_SURFACE0.030Temsirolimus— uncovered
ESTROGEN_RESPONSE_EARLY0.030Inavolisib— uncovered
PROTEIN_SECRETION0.020Remibrutinib— uncovered
UV_RESPONSE_DN0.010Inavolisib— uncovered