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

TCGA-CV-A45X-01A-21R-A24Z-07

fb1cb77c-0b42-5823-b708-44e92f9950ed

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
0.045205479
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

  • TNFA_SIGNALING_VIA_NFKB+0.190
  • PROTEIN_SECRETION+0.180
  • KRAS_SIGNALING_DN+0.120
  • TGF_BETA_SIGNALING+0.100
  • CHOLESTEROL_HOMEOSTASIS+0.080
  • KRAS_SIGNALING_UP+0.070
  • IL6_JAK_STAT3_SIGNALING+0.030
  • P53_PATHWAY+0.030
  • ESTROGEN_RESPONSE_EARLY+0.010
  • PI3K_AKT_MTOR_SIGNALING+0.010

Top 10 suppressed

  • E2F_TARGETS-0.460
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.460
  • HEDGEHOG_SIGNALING-0.340
  • MYC_TARGETS_V1-0.340
  • INTERFERON_ALPHA_RESPONSE-0.330
  • ALLOGRAFT_REJECTION-0.320
  • G2M_CHECKPOINT-0.300
  • INTERFERON_GAMMA_RESPONSE-0.290
  • ANDROGEN_RESPONSE-0.280
  • OXIDATIVE_PHOSPHORYLATION-0.280

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-XF-A8HI-01A-11R-A38B-07
bladder-landscape@3
0.809
2MDT-AP-2993
medullo-epn-umap@date-based
MedMedulloblastoma0.762
3a3380ca6-6c65-4543-9bdf-957b26c1daaf
colon-landscapes@1
0.760
4TCGA-GC-A3RD-01A-12R-A22U-07
bladder-landscape@3
0.752
5SRR6079994
head-neck@1
0.749
6TCGA-P3-A6T4-01A-11R-A34R-07
head-neck@1
0.745
7SRR12475149
colon-landscapes@1
0.743
8TCGA-CF-A47X-01A-31R-A23W-07
bladder-landscape@3
0.735
9TCGA-LT-A8JT-01A-11R-A36F-07
bladder-landscape@3
0.733
10dab9a230-f4f6-4692-863a-5fdcf516be24
colon-landscapes@1
0.723

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
TNFA_SIGNALING_VIA_NFKB0.190Inavolisib— uncovered
PROTEIN_SECRETION0.180Remibrutinib— uncovered
KRAS_SIGNALING_DN0.120Remibrutinib— uncovered
TGF_BETA_SIGNALING0.100Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.080Remibrutinib— uncovered
KRAS_SIGNALING_UP0.070Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.030Inavolisib— uncovered
P53_PATHWAY0.030Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.010Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.010Inavolisib— uncovered