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

TCGA-AQ-A1H3-01A-31R-A13Q-07

· A

6033f0ca-6096-512f-a82d-171ec09fe946

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
33
os_event
false

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+0.450
  • TGF_BETA_SIGNALING+0.420
  • HEDGEHOG_SIGNALING+0.400
  • TNFA_SIGNALING_VIA_NFKB+0.390
  • PROTEIN_SECRETION+0.350
  • KRAS_SIGNALING_UP+0.320
  • APOPTOSIS+0.290
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.280
  • INFLAMMATORY_RESPONSE+0.280
  • IL6_JAK_STAT3_SIGNALING+0.270

Top 10 suppressed

  • MYC_TARGETS_V2-0.500
  • OXIDATIVE_PHOSPHORYLATION-0.420
  • MTORC1_SIGNALING-0.290
  • MYC_TARGETS_V1-0.270
  • PANCREAS_BETA_CELLS-0.270
  • GLYCOLYSIS-0.260
  • UNFOLDED_PROTEIN_RESPONSE-0.230
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.220
  • DNA_REPAIR-0.210
  • E2F_TARGETS-0.210

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-AR-A24O-01A-11R-A169-07
breast-umap@18
A0.885
2TCGA-BH-A0DT-01A-21R-A12D-07
breast-umap@18
A0.831
3TCGA-D8-A1JH-01A-11R-A13Q-07
breast-umap@18
A0.830
4SRR5088836
melanoma-umap@29
0.827
5TCGA-86-6562-01A-11R-1755-07
lung-landscapes@6
cohortA10.814
6TCGA-BH-A1EO-01A-11R-A137-07
breast-umap@18
A0.811
7TCGA-CR-7376-01A-11R-2132-07
head-neck@1
0.802
8TCGA-A1-A0SD-01A-11R-A115-07
breast-umap@18
A0.801
9TCGA-EW-A1J2-01A-21R-A13Q-07
breast-umap@18
A0.792
10TCGA-J2-8192-01A-11R-2241-07
lung-landscapes@6
cohortA10.786

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
UV_RESPONSE_DN0.450Inavolisib— uncovered
TGF_BETA_SIGNALING0.420Inavolisib— uncovered
HEDGEHOG_SIGNALING0.400Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.390Inavolisib— uncovered
PROTEIN_SECRETION0.350Remibrutinib— uncovered
KRAS_SIGNALING_UP0.320Inavolisib— uncovered
APOPTOSIS0.290Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.280Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.280Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.270Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.250Inavolisib— uncovered
APICAL_SURFACE0.220Temsirolimus— uncovered
MITOTIC_SPINDLE0.210Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.200Inavolisib— uncovered
ANDROGEN_RESPONSE0.190Inavolisib— uncovered
NOTCH_SIGNALING0.190Inavolisib— uncovered
APICAL_JUNCTION0.180Inavolisib— uncovered
ANGIOGENESIS0.160Remibrutinib— uncovered
ADIPOGENESIS0.150Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.150Remibrutinib— uncovered