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

TCGA-4Z-AA7R-01A-11R-A39I-07

3b5beb13-e5b8-5f27-a841-fc29dab32bd7

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
17.14848883
os_event
true
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+0.400
  • SPERMATOGENESIS+0.320
  • G2M_CHECKPOINT+0.300
  • MITOTIC_SPINDLE+0.230
  • FATTY_ACID_METABOLISM+0.160
  • BILE_ACID_METABOLISM+0.110
  • MTORC1_SIGNALING+0.110
  • GLYCOLYSIS+0.040
  • PEROXISOME+0.020
  • KRAS_SIGNALING_DN+0.010

Top 10 suppressed

  • INTERFERON_GAMMA_RESPONSE-0.520
  • ALLOGRAFT_REJECTION-0.510
  • INTERFERON_ALPHA_RESPONSE-0.500
  • IL6_JAK_STAT3_SIGNALING-0.480
  • INFLAMMATORY_RESPONSE-0.420
  • P53_PATHWAY-0.400
  • COMPLEMENT-0.370
  • NOTCH_SIGNALING-0.370
  • TNFA_SIGNALING_VIA_NFKB-0.350
  • TGF_BETA_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
1SRR12202476
bladder-landscape@3
0.890
2SRR1516068
bladder-landscape@3
0.871
3SRR650147
bladder-landscape@3
0.868
4TCGA-GU-A42P-01A-11R-A23W-07
bladder-landscape@3
0.865
5SRR8943043
bladder-landscape@3
0.865
6MNG894
mng-umap@100
0.864
7R158
bladder-landscape@3
0.861
8TCGA-GV-A3JW-01A-11R-A20F-07
bladder-landscape@3
0.859
9TCGA-FD-A3SJ-01A-12R-A22U-07
bladder-landscape@3
0.851
10SRR8518343
breast-umap@18
E0.850

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.400Inavolisib— uncovered
SPERMATOGENESIS0.320Inavolisib— uncovered
G2M_CHECKPOINT0.300Inavolisib— uncovered
MITOTIC_SPINDLE0.230Inavolisib— uncovered
FATTY_ACID_METABOLISM0.160Inavolisib— uncovered
BILE_ACID_METABOLISM0.110Inavolisib— uncovered
MTORC1_SIGNALING0.110Inavolisib— uncovered
GLYCOLYSIS0.040Inavolisib— uncovered
PEROXISOME0.020Idelalisib— uncovered
KRAS_SIGNALING_DN0.010Remibrutinib— uncovered