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

TCGA-LL-A5YL-01A-12R-A29R-07

· B

b98fba41-ac04-5f28-9cb3-cff8ec317ecf

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
B
subtype
B
overall_survival_months
17

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • COAGULATION+0.290
  • KRAS_SIGNALING_DN+0.270
  • OXIDATIVE_PHOSPHORYLATION+0.260
  • MYOGENESIS+0.250
  • PANCREAS_BETA_CELLS+0.250
  • ALLOGRAFT_REJECTION+0.240
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.160
  • ESTROGEN_RESPONSE_LATE+0.150
  • P53_PATHWAY+0.140
  • DNA_REPAIR+0.120

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.490
  • MITOTIC_SPINDLE-0.480
  • PROTEIN_SECRETION-0.430
  • G2M_CHECKPOINT-0.420
  • UV_RESPONSE_DN-0.400
  • WNT_BETA_CATENIN_SIGNALING-0.390
  • HEME_METABOLISM-0.320
  • MTORC1_SIGNALING-0.310
  • ANDROGEN_RESPONSE-0.300
  • HEDGEHOG_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-S5-A6DX-01A-11R-A31N-07
bladder-landscape@3
0.893
2TCGA-E9-A3X8-01A-31R-A22U-07
breast-umap@18
B0.862
3TCGA-AC-A3TM-01A-11R-A22K-07
breast-umap@18
B0.846
4TCGA-OL-A66N-01A-12R-A31O-07
breast-umap@18
B0.836
5TCGA-49-AAR0-01A-21R-A39D-07
lung-landscapes@6
cohortA30.831
6TCGA-85-A4CL-01A-41R-A26W-07
lung-landscapes@6
cohortSQ20.829
7TCGA-LL-A50Y-01A-11R-A266-07
breast-umap@18
B0.824
8TCGA-XF-A8HF-01A-11R-A36F-07
bladder-landscape@3
0.823
9MNG431
mng-umap@100
0.822
10TCGA-V7-A7HQ-01A-11R-A33J-07
breast-umap@18
B0.821

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
COAGULATION0.290Binimetinib— uncovered
KRAS_SIGNALING_DN0.270Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.260Remibrutinib— uncovered
MYOGENESIS0.250Inavolisib— uncovered
PANCREAS_BETA_CELLS0.250Cobimetinib— uncovered
ALLOGRAFT_REJECTION0.240Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.160Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.150Idelalisib— uncovered
P53_PATHWAY0.140Idelalisib— uncovered
DNA_REPAIR0.120Idelalisib— uncovered
KRAS_SIGNALING_UP0.100Inavolisib— uncovered
FATTY_ACID_METABOLISM0.060Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.060Inavolisib— uncovered
SPERMATOGENESIS0.040Inavolisib— uncovered
COMPLEMENT0.030Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.020Idelalisib— uncovered
PEROXISOME0.010Idelalisib— uncovered