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

TCGA-KQ-A41R-01A-21R-A352-07

29b73b8c-6261-5470-88aa-f0d1d541cc7f

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
44.34954008
os_event
false
sex
Female

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+0.370
  • SPERMATOGENESIS+0.260
  • BILE_ACID_METABOLISM+0.200
  • COAGULATION+0.200
  • PANCREAS_BETA_CELLS+0.190
  • XENOBIOTIC_METABOLISM+0.120
  • MYOGENESIS+0.090
  • APICAL_SURFACE+0.010
  • ESTROGEN_RESPONSE_LATE-0.020
  • ANGIOGENESIS-0.030

Top 10 suppressed

  • PROTEIN_SECRETION-0.630
  • TGF_BETA_SIGNALING-0.580
  • MYC_TARGETS_V1-0.550
  • MITOTIC_SPINDLE-0.520
  • G2M_CHECKPOINT-0.510
  • MTORC1_SIGNALING-0.500
  • E2F_TARGETS-0.490
  • PI3K_AKT_MTOR_SIGNALING-0.480
  • UNFOLDED_PROTEIN_RESPONSE-0.460
  • ANDROGEN_RESPONSE-0.440

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-CF-A8HX-01A-11R-A36F-07
bladder-landscape@3
0.943
2TCGA-CF-A3MF-01A-12R-A21D-07
bladder-landscape@3
0.934
3TCGA-DK-A1A7-01A-11R-A13Y-07
bladder-landscape@3
0.927
4MNG339
mng-umap@100
0.925
5MNG1044
mng-umap@100
0.924
6SRR1400997
brain-umap@2
GTEX0.924
7TCGA-KQ-A41N-01A-11R-A33J-07
bladder-landscape@3
0.921
8SRR1490465
brain-umap@2
GTEX0.921
9MDT-AP-0706
medullo-epn-umap@date-based
MedMedulloblastoma0.920
10TCGA-E7-A8O8-01A-11R-A36F-07
bladder-landscape@3
0.918

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
KRAS_SIGNALING_DN0.370Remibrutinib— uncovered
SPERMATOGENESIS0.260Inavolisib— uncovered
BILE_ACID_METABOLISM0.200Inavolisib— uncovered
COAGULATION0.200Binimetinib— uncovered
PANCREAS_BETA_CELLS0.190Cobimetinib— uncovered
XENOBIOTIC_METABOLISM0.120Inavolisib— uncovered
MYOGENESIS0.090Inavolisib— uncovered
APICAL_SURFACE0.010Temsirolimus— uncovered