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

TCGA-CN-5366-01A-01R-1436-07

63c6579b-4aac-5087-97b7-66c2966ff5e0

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
0.082191781
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

  • ANGIOGENESIS+0.490
  • HEDGEHOG_SIGNALING+0.410
  • WNT_BETA_CATENIN_SIGNALING+0.390
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.370
  • COAGULATION+0.300
  • APICAL_JUNCTION+0.270
  • CHOLESTEROL_HOMEOSTASIS+0.230
  • MYOGENESIS+0.230
  • UV_RESPONSE_DN+0.220
  • PROTEIN_SECRETION+0.210

Top 10 suppressed

  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.360
  • TNFA_SIGNALING_VIA_NFKB-0.290
  • ESTROGEN_RESPONSE_LATE-0.200
  • OXIDATIVE_PHOSPHORYLATION-0.190
  • ESTROGEN_RESPONSE_EARLY-0.150
  • UV_RESPONSE_UP-0.150
  • BILE_ACID_METABOLISM-0.130
  • G2M_CHECKPOINT-0.120
  • KRAS_SIGNALING_DN-0.110
  • ADIPOGENESIS-0.100

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
1MBCProject_0471_T1A_RNA
breast-umap@18
C0.748
2ERR2278864
head-neck@1
0.683
3SRR2932815
head-neck@1
0.672
4b83d70ab.05fd.49f1.bcae.ea9ce0add52f
lung-landscapes@6
cohortMD20.668
5SRR5088914
melanoma-umap@29
0.664
6TCGA-34-5928-01A-11R-1820-07
lung-landscapes@6
cohortSQ10.661
7SRR5903555
lung-landscapes@6
cohortSQ10.641
8SRR26320091
bladder-landscape@3
0.638
9TCGA-XF-AAMT-01A-11R-A42T-07
bladder-landscape@3
0.637
10s0122188
melanoma-umap@29
0.636

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.490Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.410Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.390Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.370Inavolisib— uncovered
COAGULATION0.300Binimetinib— uncovered
APICAL_JUNCTION0.270Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.230Remibrutinib— uncovered
MYOGENESIS0.230Inavolisib— uncovered
UV_RESPONSE_DN0.220Inavolisib— uncovered
PROTEIN_SECRETION0.210Remibrutinib— uncovered
MYC_TARGETS_V10.190Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.160Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.160Idelalisib— uncovered
KRAS_SIGNALING_UP0.140Inavolisib— uncovered
TGF_BETA_SIGNALING0.130Inavolisib— uncovered
NOTCH_SIGNALING0.110Inavolisib— uncovered
MTORC1_SIGNALING0.090Inavolisib— uncovered
ALLOGRAFT_REJECTION0.080Idelalisib— uncovered
APICAL_SURFACE0.080Temsirolimus— uncovered
DNA_REPAIR0.080Idelalisib— uncovered