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

TCGA-QK-AA3J-01A-11R-A39I-07

d6c77606-0ac8-56d3-b48b-04b38a9da6bc

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

  • G2M_CHECKPOINT+0.260
  • E2F_TARGETS+0.170
  • KRAS_SIGNALING_DN+0.170
  • FATTY_ACID_METABOLISM+0.140
  • ANDROGEN_RESPONSE+0.130
  • MITOTIC_SPINDLE+0.130
  • SPERMATOGENESIS+0.120
  • APICAL_SURFACE+0.090
  • PEROXISOME+0.070
  • BILE_ACID_METABOLISM+0.050

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.610
  • ANGIOGENESIS-0.510
  • UNFOLDED_PROTEIN_RESPONSE-0.390
  • HYPOXIA-0.370
  • IL6_JAK_STAT3_SIGNALING-0.360
  • INFLAMMATORY_RESPONSE-0.350
  • INTERFERON_ALPHA_RESPONSE-0.350
  • ALLOGRAFT_REJECTION-0.340
  • COMPLEMENT-0.340
  • MTORC1_SIGNALING-0.340

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-G2-AA3D-01A-11R-A39I-07
bladder-landscape@3
0.881
2TCGA-ZF-AA4X-01A-11R-A38B-07
bladder-landscape@3
0.873
3TCGA-LT-A5Z6-01A-11R-A28M-07
bladder-landscape@3
0.865
4TCGA-CN-4739-01A-02R-1514-07
head-neck@1
0.864
5TCGA-FJ-A3ZF-01A-11R-A23N-07
bladder-landscape@3
0.864
6TCGA-CN-5374-01A-01R-1436-07
head-neck@1
0.845
7SRR650147
bladder-landscape@3
0.839
8TCGA-GV-A3JW-01A-11R-A20F-07
bladder-landscape@3
0.839
9TCGA-ZF-A9RL-01A-11R-A38B-07
bladder-landscape@3
0.838
10TCGA-GU-A42P-01A-11R-A23W-07
bladder-landscape@3
0.837

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.260Inavolisib— uncovered
E2F_TARGETS0.170Inavolisib— uncovered
KRAS_SIGNALING_DN0.170Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.140Inavolisib— uncovered
ANDROGEN_RESPONSE0.130Inavolisib— uncovered
MITOTIC_SPINDLE0.130Inavolisib— uncovered
SPERMATOGENESIS0.120Inavolisib— uncovered
APICAL_SURFACE0.090Temsirolimus— uncovered
PEROXISOME0.070Idelalisib— uncovered
BILE_ACID_METABOLISM0.050Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.050Remibrutinib— uncovered