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

TCGA-49-4512-01A-21R-1858-07

· cohortA1

533f99c7-8715-5bd1-b3e4-6e7b43712db4

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
cohortA1
subtype
cohortA1
age_years
69

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.410
  • ANGIOGENESIS+0.380
  • COAGULATION+0.370
  • KRAS_SIGNALING_DN+0.320
  • MYOGENESIS+0.320
  • PANCREAS_BETA_CELLS+0.310
  • HEDGEHOG_SIGNALING+0.190
  • KRAS_SIGNALING_UP+0.190
  • APICAL_SURFACE+0.170
  • APICAL_JUNCTION+0.130

Top 10 suppressed

  • MYC_TARGETS_V1-0.660
  • E2F_TARGETS-0.610
  • G2M_CHECKPOINT-0.600
  • MTORC1_SIGNALING-0.540
  • MYC_TARGETS_V2-0.530
  • UNFOLDED_PROTEIN_RESPONSE-0.530
  • PROTEIN_SECRETION-0.520
  • MITOTIC_SPINDLE-0.510
  • PI3K_AKT_MTOR_SIGNALING-0.470
  • DNA_REPAIR-0.430

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.

2 twins match this tumor's tissue · 8 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1TCGA-ZF-A9R9-01A-11R-A38B-07
bladder-landscape@3
0.943
2SRR1440962
brain-umap@2
GTEX0.942
3SRR1487825
brain-umap@2
GTEX0.936
4BS_MQCKXD60
brain-umap@2
Glial-neuronal tumor NOS0.931
5SRR1394713
brain-umap@2
GTEX0.931
6SRR12202400
bladder-landscape@3
0.929
7SRR1378155
brain-umap@2
GTEX0.929
8SRR1382956
brain-umap@2
GTEX0.926
9SRR1316624
brain-umap@2
GTEX0.924
10SRR1340301
brain-umap@2
GTEX0.924

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.410Inavolisib— uncovered
ANGIOGENESIS0.380Remibrutinib— uncovered
COAGULATION0.370Binimetinib— uncovered
KRAS_SIGNALING_DN0.320Remibrutinib— uncovered
MYOGENESIS0.320Inavolisib— uncovered
PANCREAS_BETA_CELLS0.310Cobimetinib— uncovered
HEDGEHOG_SIGNALING0.190Inavolisib— uncovered
KRAS_SIGNALING_UP0.190Inavolisib— uncovered
APICAL_SURFACE0.170Temsirolimus— uncovered
APICAL_JUNCTION0.130Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.120Idelalisib— uncovered
COMPLEMENT0.070Inavolisib— uncovered
BILE_ACID_METABOLISM0.030Inavolisib— uncovered
ALLOGRAFT_REJECTION0.020Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.020Idelalisib— uncovered
SPERMATOGENESIS0.010Inavolisib— uncovered