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

TCGA-K4-AAQO-01A-11R-A38B-07

3a893b64-0f96-52a7-8792-801c4e267b67

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
11.79369251
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

  • MYOGENESIS+0.410
  • UV_RESPONSE_DN+0.390
  • CHOLESTEROL_HOMEOSTASIS+0.320
  • BILE_ACID_METABOLISM+0.310
  • COAGULATION+0.260
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.260
  • PANCREAS_BETA_CELLS+0.240
  • KRAS_SIGNALING_UP+0.170
  • KRAS_SIGNALING_DN+0.160
  • FATTY_ACID_METABOLISM+0.140

Top 10 suppressed

  • MYC_TARGETS_V2-0.480
  • INTERFERON_ALPHA_RESPONSE-0.460
  • DNA_REPAIR-0.370
  • E2F_TARGETS-0.370
  • GLYCOLYSIS-0.370
  • MYC_TARGETS_V1-0.360
  • G2M_CHECKPOINT-0.300
  • INTERFERON_GAMMA_RESPONSE-0.300
  • MTORC1_SIGNALING-0.300
  • UNFOLDED_PROTEIN_RESPONSE-0.290

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
1TCGA-H4-A2HO-01A-11R-A180-07
bladder-landscape@3
0.842
2C3L-01890
lung-landscapes@6
cohortA20.841
3ERR2208930
melanoma-umap@29
0.825
4SRR1447259
brain-umap@2
GTEX0.824
5SRR8518381
breast-umap@18
A0.814
6TCGA-UY-A8OD-01A-11R-A36F-07
bladder-landscape@3
0.813
7MBCProject_0063_T3A_RNA
breast-umap@18
A0.808
8SRR8613705
breast-umap@18
A0.808
9SRR5088862
melanoma-umap@29
0.808
10TCGA-FD-A6TG-01A-11R-A32O-07
bladder-landscape@3
0.806

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYOGENESIS0.410Inavolisib— uncovered
UV_RESPONSE_DN0.390Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.320Remibrutinib— uncovered
BILE_ACID_METABOLISM0.310Inavolisib— uncovered
COAGULATION0.260Binimetinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.260Inavolisib— uncovered
PANCREAS_BETA_CELLS0.240Cobimetinib— uncovered
KRAS_SIGNALING_UP0.170Inavolisib— uncovered
KRAS_SIGNALING_DN0.160Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.140Inavolisib— uncovered
APICAL_SURFACE0.130Temsirolimus— uncovered
ESTROGEN_RESPONSE_LATE0.120Idelalisib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered
PEROXISOME0.100Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.100Inavolisib— uncovered
ANGIOGENESIS0.090Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.090Inavolisib— uncovered
ANDROGEN_RESPONSE0.080Inavolisib— uncovered
HEME_METABOLISM0.070Temsirolimus— uncovered
ADIPOGENESIS0.060Inavolisib— uncovered