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

TCGA-P3-A6T3-01A-11R-A34R-07

b028f0cd-2f0b-598a-983c-511cbfcb92e8

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
0.13173516
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+0.390
  • HYPOXIA+0.360
  • MYC_TARGETS_V1+0.330
  • TGF_BETA_SIGNALING+0.290
  • ANDROGEN_RESPONSE+0.240
  • P53_PATHWAY+0.240
  • PROTEIN_SECRETION+0.230
  • UNFOLDED_PROTEIN_RESPONSE+0.230
  • GLYCOLYSIS+0.220
  • CHOLESTEROL_HOMEOSTASIS+0.210

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.460
  • ALLOGRAFT_REJECTION-0.360
  • E2F_TARGETS-0.350
  • INTERFERON_GAMMA_RESPONSE-0.290
  • G2M_CHECKPOINT-0.220
  • BILE_ACID_METABOLISM-0.200
  • ADIPOGENESIS-0.170
  • KRAS_SIGNALING_DN-0.160
  • SPERMATOGENESIS-0.130
  • OXIDATIVE_PHOSPHORYLATION-0.120

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
1BS_KP735TJ6
brain-umap@2
high-grade glioma0.866
2ERR2278862
head-neck@1
0.789
3SRR5088827
melanoma-umap@29
0.771
4eaecaea1-2cb7-472c-b549-ff779e5e1d30
melanoma-umap@29
0.755
5SRR6079987
head-neck@1
0.750
6MNG20
mng-umap@100
0.733
7TCGA-77-8130-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.732
8TCGA-FT-A3EE-01A-11R-A206-07
bladder-landscape@3
0.713
9SRR10842375
melanoma-umap@29
0.707
10SRR1313119
breast-umap@18
A0.692

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.390Inavolisib— uncovered
HYPOXIA0.360Idelalisib— uncovered
MYC_TARGETS_V10.330Inavolisib— uncovered
TGF_BETA_SIGNALING0.290Inavolisib— uncovered
ANDROGEN_RESPONSE0.240Inavolisib— uncovered
P53_PATHWAY0.240Idelalisib— uncovered
PROTEIN_SECRETION0.230Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.230Idelalisib— uncovered
GLYCOLYSIS0.220Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.210Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.210Cobimetinib— uncovered
ANGIOGENESIS0.190Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.190Inavolisib— uncovered
MTORC1_SIGNALING0.170Inavolisib— uncovered
UV_RESPONSE_UP0.150Idelalisib— uncovered
APICAL_JUNCTION0.130Inavolisib— uncovered
COAGULATION0.120Binimetinib— uncovered
APOPTOSIS0.110Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.100Inavolisib— uncovered
MYC_TARGETS_V20.100Idelalisib— uncovered