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

TCGA-XF-A8HC-01A-11R-A36F-07

89a86d38-d014-578f-8d21-d399dc0e59bb

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
6.570302234
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+0.370
  • BILE_ACID_METABOLISM+0.320
  • FATTY_ACID_METABOLISM+0.230
  • PANCREAS_BETA_CELLS+0.210
  • SPERMATOGENESIS+0.210
  • CHOLESTEROL_HOMEOSTASIS+0.200
  • OXIDATIVE_PHOSPHORYLATION+0.180
  • PEROXISOME+0.180
  • DNA_REPAIR+0.170
  • KRAS_SIGNALING_DN+0.130

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.570
  • ANGIOGENESIS-0.510
  • ALLOGRAFT_REJECTION-0.500
  • INFLAMMATORY_RESPONSE-0.480
  • INTERFERON_GAMMA_RESPONSE-0.480
  • TGF_BETA_SIGNALING-0.460
  • INTERFERON_ALPHA_RESPONSE-0.440
  • IL6_JAK_STAT3_SIGNALING-0.430
  • NOTCH_SIGNALING-0.420
  • WNT_BETA_CATENIN_SIGNALING-0.420

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MDT-AP-2615
medullo-epn-umap@date-based
MedMedulloblastoma0.890
2TCGA-E9-A54Y-01A-11R-A466-07
breast-umap@18
B0.882
3SRR12202497
bladder-landscape@3
0.878
4TCGA-LT-A5Z6-01A-11R-A28M-07
bladder-landscape@3
0.876
5TCGA-GV-A40G-01A-11R-A23N-07
bladder-landscape@3
0.863
6ERR2278863
head-neck@1
0.859
7MDT-AP-2074
medullo-epn-umap@date-based
MedMedulloblastoma0.859
8556f81a3-4af4-4ecb-9b4d-97ecb7cacd56
colon-landscapes@1
0.855
9R70
bladder-landscape@3
0.855
10MDT-AP-1323
medullo-epn-umap@date-based
MedMedulloblastoma0.854

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.370Inavolisib— uncovered
BILE_ACID_METABOLISM0.320Inavolisib— uncovered
FATTY_ACID_METABOLISM0.230Inavolisib— uncovered
PANCREAS_BETA_CELLS0.210Cobimetinib— uncovered
SPERMATOGENESIS0.210Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.200Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.180Remibrutinib— uncovered
PEROXISOME0.180Idelalisib— uncovered
DNA_REPAIR0.170Idelalisib— uncovered
KRAS_SIGNALING_DN0.130Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.130Inavolisib— uncovered
UV_RESPONSE_UP0.080Idelalisib— uncovered
ADIPOGENESIS0.030Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.020Idelalisib— uncovered