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

TCGA-EW-A1IX-01A-12R-A144-07

· A

1f0ed889-e463-57ca-ab97-a8ed902b76fa

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
A
subtype
A
overall_survival_months
40

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.500
  • UV_RESPONSE_DN+0.450
  • TGF_BETA_SIGNALING+0.440
  • ESTROGEN_RESPONSE_EARLY+0.370
  • HEDGEHOG_SIGNALING+0.360
  • APICAL_JUNCTION+0.310
  • ANGIOGENESIS+0.270
  • APICAL_SURFACE+0.220
  • MYOGENESIS+0.220
  • KRAS_SIGNALING_UP+0.200

Top 10 suppressed

  • E2F_TARGETS-0.670
  • MYC_TARGETS_V1-0.660
  • MYC_TARGETS_V2-0.620
  • G2M_CHECKPOINT-0.590
  • OXIDATIVE_PHOSPHORYLATION-0.530
  • INTERFERON_ALPHA_RESPONSE-0.460
  • MTORC1_SIGNALING-0.450
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.420
  • DNA_REPAIR-0.400
  • UNFOLDED_PROTEIN_RESPONSE-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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-E2-A1IO-01A-11R-A144-07
breast-umap@18
A0.929
2TCGA-AR-A2LM-01A-11R-A180-07
breast-umap@18
A0.928
3SRR8613732
breast-umap@18
A0.927
4TCGA-HN-A2OB-01A-21R-A27Q-07
breast-umap@18
A0.916
5TCGA-DK-A3IQ-01A-31R-A32Y-07
bladder-landscape@3
0.916
6f65f4ed5-9726-4eff-8638-63752686d2c9
colon-landscapes@1
0.915
7SRR11296795
colon-landscapes@1
0.912
8TCGA-E9-A1NH-01A-11R-A14D-07
breast-umap@18
A0.909
9TCGA-CR-6488-01A-12R-2081-07
head-neck@1
0.907
10s0122297
melanoma-umap@29
0.905

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.500Inavolisib— uncovered
UV_RESPONSE_DN0.450Inavolisib— uncovered
TGF_BETA_SIGNALING0.440Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.370Inavolisib— uncovered
HEDGEHOG_SIGNALING0.360Inavolisib— uncovered
APICAL_JUNCTION0.310Inavolisib— uncovered
ANGIOGENESIS0.270Remibrutinib— uncovered
APICAL_SURFACE0.220Temsirolimus— uncovered
MYOGENESIS0.220Inavolisib— uncovered
KRAS_SIGNALING_UP0.200Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.190Inavolisib— uncovered
NOTCH_SIGNALING0.150Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.150Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.140Idelalisib— uncovered
P53_PATHWAY0.140Idelalisib— uncovered
BILE_ACID_METABOLISM0.120Inavolisib— uncovered
APOPTOSIS0.110Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.060Idelalisib— uncovered
IL2_STAT5_SIGNALING0.050Idelalisib— uncovered
KRAS_SIGNALING_DN0.050Remibrutinib— uncovered