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

TCGA-OL-A66K-01A-11R-A29R-07

· B

30fdae21-9414-5b77-b24b-a01ecf6359f7

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
42

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PANCREAS_BETA_CELLS+0.370
  • MYOGENESIS+0.300
  • ESTROGEN_RESPONSE_EARLY+0.230
  • WNT_BETA_CATENIN_SIGNALING+0.190
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.140
  • ESTROGEN_RESPONSE_LATE+0.130
  • APICAL_JUNCTION+0.120
  • ANGIOGENESIS+0.110
  • BILE_ACID_METABOLISM+0.080
  • XENOBIOTIC_METABOLISM+0.070

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.570
  • G2M_CHECKPOINT-0.510
  • INTERFERON_GAMMA_RESPONSE-0.500
  • E2F_TARGETS-0.490
  • ALLOGRAFT_REJECTION-0.460
  • COMPLEMENT-0.420
  • MTORC1_SIGNALING-0.410
  • MYC_TARGETS_V1-0.390
  • IL6_JAK_STAT3_SIGNALING-0.350
  • INFLAMMATORY_RESPONSE-0.330

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-A7-A5ZX-01A-12R-A29R-07
breast-umap@18
A0.879
2AUR-AEPZ-TTP1-A-1-1-R-A742-41
breast-umap@18
B0.878
3TCGA-W8-A86G-01A-21R-A36F-07
breast-umap@18
A0.875
4TCGA-A2-A04N-01A-11R-A115-07
breast-umap@18
A0.871
5SRR25617855
breast-umap@18
A0.869
6TCGA-AR-A5QP-01A-11R-A28M-07
breast-umap@18
A0.868
7SRR25617932
breast-umap@18
A0.862
8TCGA-E2-A570-01A-11R-A29R-07
breast-umap@18
B0.860
9TCGA-GM-A3XG-01A-31R-A24H-07
breast-umap@18
A0.858
10C3L-01890
lung-landscapes@6
cohortA20.853

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.370Cobimetinib— uncovered
MYOGENESIS0.300Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.230Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.190Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.140Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.130Idelalisib— uncovered
APICAL_JUNCTION0.120Inavolisib— uncovered
ANGIOGENESIS0.110Remibrutinib— uncovered
BILE_ACID_METABOLISM0.080Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.070Inavolisib— uncovered
APOPTOSIS0.060Idelalisib— uncovered
APICAL_SURFACE0.040Temsirolimus— uncovered
P53_PATHWAY0.040Idelalisib— uncovered
TGF_BETA_SIGNALING0.020Inavolisib— uncovered
UV_RESPONSE_DN0.020Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.010Inavolisib— uncovered