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

TCGA-G2-AA3D-01A-11R-A39I-07

9f04d503-75ea-5378-af93-3d9c5de9bf5d

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
70.26938239
os_event
false
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

  • KRAS_SIGNALING_DN+0.300
  • CHOLESTEROL_HOMEOSTASIS+0.220
  • SPERMATOGENESIS+0.190
  • PEROXISOME+0.120
  • XENOBIOTIC_METABOLISM+0.110
  • BILE_ACID_METABOLISM+0.100
  • G2M_CHECKPOINT+0.080
  • APICAL_SURFACE+0.060
  • E2F_TARGETS+0.050
  • ESTROGEN_RESPONSE_EARLY+0.040

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.610
  • TNFA_SIGNALING_VIA_NFKB-0.480
  • ALLOGRAFT_REJECTION-0.450
  • ANGIOGENESIS-0.450
  • TGF_BETA_SIGNALING-0.410
  • HYPOXIA-0.390
  • IL2_STAT5_SIGNALING-0.390
  • INFLAMMATORY_RESPONSE-0.390
  • APOPTOSIS-0.370
  • WNT_BETA_CATENIN_SIGNALING-0.370

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.

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

#SampleCancer typeSubtypecos similarity
1TCGA-QK-AA3J-01A-11R-A39I-07
head-neck@1
0.881
2TCGA-LT-A5Z6-01A-11R-A28M-07
bladder-landscape@3
0.863
3TCGA-ZF-AA4X-01A-11R-A38B-07
bladder-landscape@3
0.862
4SRR1478096
brain-umap@2
GTEX0.850
5SRR8943037
bladder-landscape@3
0.850
6SRR8943043
bladder-landscape@3
0.849
7TCGA-GV-A3JW-01A-11R-A20F-07
bladder-landscape@3
0.848
8TCGA-XF-A8HC-01A-11R-A36F-07
bladder-landscape@3
0.846
9MDT-AP-2068
medullo-epn-umap@date-based
MedMedulloblastoma0.843
10TCGA-E5-A4U1-01A-11R-A31N-07
bladder-landscape@3
0.839

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
KRAS_SIGNALING_DN0.300Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.220Remibrutinib— uncovered
SPERMATOGENESIS0.190Inavolisib— uncovered
PEROXISOME0.120Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.110Inavolisib— uncovered
BILE_ACID_METABOLISM0.100Inavolisib— uncovered
G2M_CHECKPOINT0.080Inavolisib— uncovered
APICAL_SURFACE0.060Temsirolimus— uncovered
E2F_TARGETS0.050Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.040Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.030Idelalisib— uncovered