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

TCGA-KQ-A41P-01A-12R-A33J-07

85e462de-5054-555a-9141-c24d3ee40360

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
overall_survival_months
35.93955322
os_event
false
sex
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • KRAS_SIGNALING_DN+0.410
  • MYOGENESIS+0.340
  • COAGULATION+0.310
  • OXIDATIVE_PHOSPHORYLATION+0.300
  • ANGIOGENESIS+0.270
  • PANCREAS_BETA_CELLS+0.260
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.250
  • APICAL_SURFACE+0.240
  • ESTROGEN_RESPONSE_LATE+0.220
  • KRAS_SIGNALING_UP+0.210

Top 10 suppressed

  • MYC_TARGETS_V1-0.520
  • G2M_CHECKPOINT-0.490
  • E2F_TARGETS-0.480
  • MITOTIC_SPINDLE-0.480
  • PROTEIN_SECRETION-0.460
  • UNFOLDED_PROTEIN_RESPONSE-0.440
  • MTORC1_SIGNALING-0.410
  • INTERFERON_ALPHA_RESPONSE-0.390
  • DNA_REPAIR-0.380
  • PI3K_AKT_MTOR_SIGNALING-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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1TCGA-OL-A66N-01A-12R-A31O-07
breast-umap@18
B0.885
2SRR1487321
brain-umap@2
GTEX0.882
3SRR1488651
brain-umap@2
GTEX0.881
460c210ff-d245-40d2-9de9-7b799cc3ffc9
melanoma-umap@29
0.873
5SRR1433431
brain-umap@2
GTEX0.869
6d93b1580-c20d-4611-ac99-c0cb33f37a45
melanoma-umap@29
0.867
7SRR1441546
brain-umap@2
GTEX0.856
8MNG513
mng-umap@100
0.853
9SRR1405007
brain-umap@2
GTEX0.852
10TCGA-XF-A8HF-01A-11R-A36F-07
bladder-landscape@3
0.852

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
KRAS_SIGNALING_DN0.410Remibrutinib— uncovered
MYOGENESIS0.340Inavolisib— uncovered
COAGULATION0.310Binimetinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.300Remibrutinib— uncovered
ANGIOGENESIS0.270Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.260Cobimetinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.250Inavolisib— uncovered
APICAL_SURFACE0.240Temsirolimus— uncovered
ESTROGEN_RESPONSE_LATE0.220Idelalisib— uncovered
KRAS_SIGNALING_UP0.210Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.210Inavolisib— uncovered
BILE_ACID_METABOLISM0.140Inavolisib— uncovered
ADIPOGENESIS0.090Inavolisib— uncovered
NOTCH_SIGNALING0.090Inavolisib— uncovered
FATTY_ACID_METABOLISM0.080Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.080Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.070Inavolisib— uncovered
ALLOGRAFT_REJECTION0.020Idelalisib— uncovered
SPERMATOGENESIS0.020Inavolisib— uncovered
COMPLEMENT0.010Inavolisib— uncovered