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

TCGA-CQ-A4CB-01A-11R-A24Z-07

0a6b9fb0-85ca-5570-8300-645dbcf5cf91

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
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

  • E2F_TARGETS+0.520
  • MYC_TARGETS_V2+0.500
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.470
  • G2M_CHECKPOINT+0.470
  • ANGIOGENESIS+0.450
  • MYC_TARGETS_V1+0.450
  • INTERFERON_ALPHA_RESPONSE+0.400
  • INFLAMMATORY_RESPONSE+0.380
  • IL6_JAK_STAT3_SIGNALING+0.360
  • INTERFERON_GAMMA_RESPONSE+0.320

Top 10 suppressed

  • FATTY_ACID_METABOLISM-0.310
  • PEROXISOME-0.310
  • CHOLESTEROL_HOMEOSTASIS-0.300
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.300
  • BILE_ACID_METABOLISM-0.290
  • MYOGENESIS-0.270
  • OXIDATIVE_PHOSPHORYLATION-0.270
  • HEME_METABOLISM-0.230
  • KRAS_SIGNALING_DN-0.190
  • ADIPOGENESIS-0.180

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-DK-A3WX-01A-22R-A22U-07
bladder-landscape@3
0.856
2TCGA-GC-A3YS-01A-11R-A23N-07
bladder-landscape@3
0.835
34d36189e-fe88-4cfb-970b-a51b8e9e0783
melanoma-umap@29
0.827
4SRR650184
bladder-landscape@3
0.826
5TCGA-CR-7373-01A-11R-2016-07
head-neck@1
0.825
6SRR650185
bladder-landscape@3
0.824
7SRR8943028
bladder-landscape@3
0.823
8TCGA-FD-A3B3-01A-12R-A206-07
bladder-landscape@3
0.823
9F5EB77B4-61AD-40EC-B5B0-44D2D5AD66D7
brain-umap@2
0.817
10SRR934732
brain-umap@2
0.816

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.520Inavolisib— uncovered
MYC_TARGETS_V20.500Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.470Inavolisib— uncovered
G2M_CHECKPOINT0.470Inavolisib— uncovered
ANGIOGENESIS0.450Remibrutinib— uncovered
MYC_TARGETS_V10.450Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.400Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.380Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.360Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.320Idelalisib— uncovered
KRAS_SIGNALING_UP0.310Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.310Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.260Idelalisib— uncovered
COMPLEMENT0.210Inavolisib— uncovered
MITOTIC_SPINDLE0.200Inavolisib— uncovered
NOTCH_SIGNALING0.190Inavolisib— uncovered
ALLOGRAFT_REJECTION0.170Idelalisib— uncovered
COAGULATION0.170Binimetinib— uncovered
DNA_REPAIR0.130Idelalisib— uncovered
ANDROGEN_RESPONSE0.110Inavolisib— uncovered