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

TCGA-LL-A6FR-01A-12R-A31O-07

· E

2b535ec3-1564-5a83-9403-a9422cc00132

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
E
subtype
E
overall_survival_months
16

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYOGENESIS+0.380
  • COAGULATION+0.360
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.360
  • KRAS_SIGNALING_DN+0.360
  • PANCREAS_BETA_CELLS+0.360
  • HYPOXIA+0.300
  • NOTCH_SIGNALING+0.280
  • GLYCOLYSIS+0.230
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.210
  • APICAL_SURFACE+0.190

Top 10 suppressed

  • PROTEIN_SECRETION-0.520
  • MITOTIC_SPINDLE-0.400
  • ANDROGEN_RESPONSE-0.360
  • UV_RESPONSE_DN-0.340
  • IL6_JAK_STAT3_SIGNALING-0.320
  • UNFOLDED_PROTEIN_RESPONSE-0.320
  • INTERFERON_GAMMA_RESPONSE-0.310
  • PI3K_AKT_MTOR_SIGNALING-0.260
  • HEME_METABOLISM-0.240
  • TGF_BETA_SIGNALING-0.230

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR4195687
colon-landscapes@1
0.795
2SRR25617841
breast-umap@18
E0.787
3MDT-AP-2153
medullo-epn-umap@date-based
MedMedulloblastoma0.760
4GSM6454752
breast-umap@18
E0.755
516ab68fd-4948-4cd5-b5d8-1b2e8a1fd3cb
melanoma-umap@29
0.751
6TCGA-77-A5G8-01B-11R-A27Q-07
lung-landscapes@6
cohortSQ20.749
7TCGA-GU-A767-01A-11R-A32O-07
bladder-landscape@3
0.740
8TCGA-OL-A66N-01A-12R-A31O-07
breast-umap@18
B0.736
9SRR2016952
head-neck@1
0.735
10SAMN03290888
melanoma-umap@29
0.725

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
MYOGENESIS0.380Inavolisib— uncovered
COAGULATION0.360Binimetinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.360Inavolisib— uncovered
KRAS_SIGNALING_DN0.360Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.360Cobimetinib— uncovered
HYPOXIA0.300Idelalisib— uncovered
NOTCH_SIGNALING0.280Inavolisib— uncovered
GLYCOLYSIS0.230Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.210Inavolisib— uncovered
APICAL_SURFACE0.190Temsirolimus— uncovered
APICAL_JUNCTION0.170Inavolisib— uncovered
ANGIOGENESIS0.150Remibrutinib— uncovered
MYC_TARGETS_V20.140Idelalisib— uncovered
SPERMATOGENESIS0.140Inavolisib— uncovered
HEDGEHOG_SIGNALING0.130Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.100Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.090Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.050Remibrutinib— uncovered
UV_RESPONSE_UP0.050Idelalisib— uncovered
DNA_REPAIR0.020Idelalisib— uncovered