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

TCGA-AC-A2FK-01A-12R-A180-07

· A

82b2108e-9438-5263-bfc4-1c4f88b1fba7

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
88

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+0.410
  • UV_RESPONSE_DN+0.390
  • HEDGEHOG_SIGNALING+0.280
  • APICAL_JUNCTION+0.260
  • KRAS_SIGNALING_UP+0.240
  • TGF_BETA_SIGNALING+0.240
  • TNFA_SIGNALING_VIA_NFKB+0.230
  • ANDROGEN_RESPONSE+0.210
  • NOTCH_SIGNALING+0.180
  • APICAL_SURFACE+0.130

Top 10 suppressed

  • E2F_TARGETS-0.650
  • MYC_TARGETS_V1-0.550
  • G2M_CHECKPOINT-0.540
  • OXIDATIVE_PHOSPHORYLATION-0.520
  • MYC_TARGETS_V2-0.500
  • MTORC1_SIGNALING-0.460
  • DNA_REPAIR-0.440
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.380
  • UV_RESPONSE_UP-0.380
  • UNFOLDED_PROTEIN_RESPONSE-0.370

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
A0.927
2BSR_05_0025_A4_S57
breast-umap@18
A0.896
3TCGA-BH-A0E9-01B-11R-A115-07
breast-umap@18
A0.884
4TCGA-97-8172-01A-11R-2287-07
lung-landscapes@6
cohortA10.881
5TCGA-A7-A4SC-01A-12R-A266-07
breast-umap@18
A0.880
6TCGA-50-8457-01A-11R-2326-07
lung-landscapes@6
cohortA10.868
7SRR8613708
breast-umap@18
A0.865
8TCGA-B6-A0IH-01A-11R-A115-07
breast-umap@18
A0.861
9TCGA-55-8206-01A-11R-2241-07
lung-landscapes@6
cohortA10.860
10TCGA-D8-A4Z1-01A-21R-A266-07
breast-umap@18
A0.853

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
WNT_BETA_CATENIN_SIGNALING0.410Inavolisib— uncovered
UV_RESPONSE_DN0.390Inavolisib— uncovered
HEDGEHOG_SIGNALING0.280Inavolisib— uncovered
APICAL_JUNCTION0.260Inavolisib— uncovered
KRAS_SIGNALING_UP0.240Inavolisib— uncovered
TGF_BETA_SIGNALING0.240Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.230Inavolisib— uncovered
ANDROGEN_RESPONSE0.210Inavolisib— uncovered
NOTCH_SIGNALING0.180Inavolisib— uncovered
APICAL_SURFACE0.130Temsirolimus— uncovered
IL2_STAT5_SIGNALING0.130Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.130Inavolisib— uncovered
BILE_ACID_METABOLISM0.120Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.120Inavolisib— uncovered
P53_PATHWAY0.100Idelalisib— uncovered
HEME_METABOLISM0.090Temsirolimus— uncovered
MYOGENESIS0.060Inavolisib— uncovered
PROTEIN_SECRETION0.050Remibrutinib— uncovered
HYPOXIA0.020Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.010Idelalisib— uncovered