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

TCGA-D8-A3Z5-01A-41R-A24H-07

· A

a09970ee-e18a-5a09-9ab7-e173076750db

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
34

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+0.420
  • MYOGENESIS+0.320
  • ESTROGEN_RESPONSE_EARLY+0.280
  • KRAS_SIGNALING_DN+0.220
  • NOTCH_SIGNALING+0.220
  • P53_PATHWAY+0.150
  • APICAL_JUNCTION+0.060
  • BILE_ACID_METABOLISM+0.040
  • TNFA_SIGNALING_VIA_NFKB+0.030
  • ESTROGEN_RESPONSE_LATE+0.010

Top 10 suppressed

  • E2F_TARGETS-0.620
  • MYC_TARGETS_V1-0.580
  • G2M_CHECKPOINT-0.550
  • PROTEIN_SECRETION-0.550
  • MTORC1_SIGNALING-0.530
  • INTERFERON_ALPHA_RESPONSE-0.430
  • INTERFERON_GAMMA_RESPONSE-0.420
  • ALLOGRAFT_REJECTION-0.410
  • OXIDATIVE_PHOSPHORYLATION-0.400
  • COMPLEMENT-0.380

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-W8-A86G-01A-21R-A36F-07
breast-umap@18
A0.935
2SRR1313116
breast-umap@18
A0.929
3TCGA-E2-A14U-01A-11R-A22K-07
breast-umap@18
A0.927
4R76
bladder-landscape@3
0.910
5ERR2208935
melanoma-umap@29
0.892
6TCGA-A7-A426-01A-22R-A24H-07
breast-umap@18
A0.884
79176b038-65e3-469d-a867-d99bc732e45d
colon-landscapes@1
0.883
8SRR1313093
breast-umap@18
B0.870
9TCGA-D8-A4Z1-01A-21R-A266-07
breast-umap@18
A0.869
10TCGA-OL-A5RV-01A-12R-A28M-07
breast-umap@18
A0.868

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_SIGNALING0.420Inavolisib— uncovered
MYOGENESIS0.320Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.280Inavolisib— uncovered
KRAS_SIGNALING_DN0.220Remibrutinib— uncovered
NOTCH_SIGNALING0.220Inavolisib— uncovered
P53_PATHWAY0.150Idelalisib— uncovered
APICAL_JUNCTION0.060Inavolisib— uncovered
BILE_ACID_METABOLISM0.040Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.030Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.010Idelalisib— uncovered
HEDGEHOG_SIGNALING0.010Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.010Inavolisib— uncovered