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

TCGA-A2-A1G0-01A-11R-A13Q-07

· A

73d4ad94-76d9-5d30-b81a-967085dce37b

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
21

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • UV_RESPONSE_DN+0.440
  • APICAL_SURFACE+0.310
  • ESTROGEN_RESPONSE_EARLY+0.310
  • ANDROGEN_RESPONSE+0.260
  • PROTEIN_SECRETION+0.260
  • TGF_BETA_SIGNALING+0.250
  • BILE_ACID_METABOLISM+0.210
  • NOTCH_SIGNALING+0.210
  • TNFA_SIGNALING_VIA_NFKB+0.140
  • KRAS_SIGNALING_UP+0.130

Top 10 suppressed

  • E2F_TARGETS-0.550
  • G2M_CHECKPOINT-0.470
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.430
  • INTERFERON_ALPHA_RESPONSE-0.410
  • OXIDATIVE_PHOSPHORYLATION-0.410
  • MYC_TARGETS_V1-0.370
  • GLYCOLYSIS-0.360
  • MYC_TARGETS_V2-0.350
  • PANCREAS_BETA_CELLS-0.310
  • MTORC1_SIGNALING-0.300

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-A2-A1G6-01A-11R-A13Q-07
breast-umap@18
A0.854
2TCGA-AC-A2FK-01A-12R-A180-07
breast-umap@18
A0.847
3TCGA-D8-A145-01A-11R-A115-07
breast-umap@18
A0.822
4TCGA-E2-A15C-01A-31R-A12D-07
breast-umap@18
A0.821
5TCGA-D8-A1XO-01A-11R-A14M-07
breast-umap@18
B0.821
6TCGA-97-7938-01A-11R-2170-07
lung-landscapes@6
cohortA10.814
7TCGA-BH-A0DO-01B-11R-A12D-07
breast-umap@18
A0.812
8TCGA-GD-A3OP-01A-21R-A220-07
bladder-landscape@3
0.809
9TCGA-EW-A1IX-01A-12R-A144-07
breast-umap@18
A0.805
10TCGA-AR-A2LM-01A-11R-A180-07
breast-umap@18
A0.802

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
UV_RESPONSE_DN0.440Inavolisib— uncovered
APICAL_SURFACE0.310Temsirolimus— uncovered
ESTROGEN_RESPONSE_EARLY0.310Inavolisib— uncovered
ANDROGEN_RESPONSE0.260Inavolisib— uncovered
PROTEIN_SECRETION0.260Remibrutinib— uncovered
TGF_BETA_SIGNALING0.250Inavolisib— uncovered
BILE_ACID_METABOLISM0.210Inavolisib— uncovered
NOTCH_SIGNALING0.210Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.140Inavolisib— uncovered
KRAS_SIGNALING_UP0.130Inavolisib— uncovered
PEROXISOME0.120Idelalisib— uncovered
APOPTOSIS0.080Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.080Idelalisib— uncovered
HEDGEHOG_SIGNALING0.070Inavolisib— uncovered
HEME_METABOLISM0.060Temsirolimus— uncovered
IL2_STAT5_SIGNALING0.050Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.030Inavolisib— uncovered
HYPOXIA0.010Idelalisib— uncovered