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

TCGA-AC-A8OP-01A-11R-A36F-07

· A

08ad74e8-d373-573e-8c14-d0873a3d0dfe

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
20

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TGF_BETA_SIGNALING+0.270
  • TNFA_SIGNALING_VIA_NFKB+0.250
  • HEDGEHOG_SIGNALING+0.200
  • WNT_BETA_CATENIN_SIGNALING+0.180
  • NOTCH_SIGNALING+0.160
  • APICAL_SURFACE+0.130
  • HEME_METABOLISM+0.080
  • ESTROGEN_RESPONSE_EARLY+0.070
  • XENOBIOTIC_METABOLISM+0.050
  • BILE_ACID_METABOLISM+0.040

Top 10 suppressed

  • E2F_TARGETS-0.490
  • MYC_TARGETS_V1-0.420
  • G2M_CHECKPOINT-0.340
  • OXIDATIVE_PHOSPHORYLATION-0.340
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.340
  • MTORC1_SIGNALING-0.320
  • INTERFERON_ALPHA_RESPONSE-0.300
  • PANCREAS_BETA_CELLS-0.300
  • ALLOGRAFT_REJECTION-0.290
  • GLYCOLYSIS-0.270

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-D8-A4Z1-01A-21R-A266-07
breast-umap@18
A0.847
2TCGA-D8-A3Z5-01A-41R-A24H-07
breast-umap@18
A0.811
3TCGA-D8-A145-01A-11R-A115-07
breast-umap@18
A0.809
4TCGA-OL-A5RV-01A-12R-A28M-07
breast-umap@18
A0.805
5TCGA-BH-A0E9-01B-11R-A115-07
breast-umap@18
A0.796
6SRR1313116
breast-umap@18
A0.793
7ERR2208935
melanoma-umap@29
0.790
8MBCProject_5774_T2_RNA
breast-umap@18
A0.789
9s0122235
melanoma-umap@29
0.781
10MBCProject_0771_T1_RNA
breast-umap@18
A0.779

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.270Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.250Inavolisib— uncovered
HEDGEHOG_SIGNALING0.200Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.180Inavolisib— uncovered
NOTCH_SIGNALING0.160Inavolisib— uncovered
APICAL_SURFACE0.130Temsirolimus— uncovered
HEME_METABOLISM0.080Temsirolimus— uncovered
ESTROGEN_RESPONSE_EARLY0.070Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.050Inavolisib— uncovered
BILE_ACID_METABOLISM0.040Inavolisib— uncovered
KRAS_SIGNALING_DN0.020Remibrutinib— uncovered