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

TCGA-CN-4730-01A-01R-1436-07

e2da2b7d-48b2-5f3e-86fa-e22212629166

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
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

  • MYC_TARGETS_V1+0.640
  • MYC_TARGETS_V2+0.620
  • OXIDATIVE_PHOSPHORYLATION+0.500
  • E2F_TARGETS+0.490
  • G2M_CHECKPOINT+0.430
  • MTORC1_SIGNALING+0.390
  • PANCREAS_BETA_CELLS+0.370
  • DNA_REPAIR+0.290
  • FATTY_ACID_METABOLISM+0.240
  • SPERMATOGENESIS+0.210

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.500
  • INTERFERON_GAMMA_RESPONSE-0.410
  • ALLOGRAFT_REJECTION-0.370
  • NOTCH_SIGNALING-0.370
  • WNT_BETA_CATENIN_SIGNALING-0.350
  • IL6_JAK_STAT3_SIGNALING-0.340
  • TNFA_SIGNALING_VIA_NFKB-0.340
  • INFLAMMATORY_RESPONSE-0.330
  • APICAL_SURFACE-0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.290

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
1TCGA-AR-A0TY-01A-12R-A115-07
breast-umap@18
B0.925
2TCGA-66-2754-01A-01R-0980-07
lung-landscapes@6
cohortA30.898
34e2a5058-c190-49de-97f4-0ba7be7ebfe8
colon-landscapes@1
0.893
4ec51dd1b-5733-485c-a09a-8d50d1d9fda1
colon-landscapes@1
0.886
5TCGA-DQ-7588-01A-11R-2081-07
head-neck@1
0.882
6TCGA-33-4582-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.880
7SRR8518383
breast-umap@18
E0.874
8MNG1063
mng-umap@100
0.871
9AUR-AFUM-TTM1-A-1-1-R-A743-41
breast-umap@18
E0.870
10debb199a-24be-4e87-84ea-2df67673457a
colon-landscapes@1
0.867

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
MYC_TARGETS_V10.640Inavolisib— uncovered
MYC_TARGETS_V20.620Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.500Remibrutinib— uncovered
E2F_TARGETS0.490Inavolisib— uncovered
G2M_CHECKPOINT0.430Inavolisib— uncovered
MTORC1_SIGNALING0.390Inavolisib— uncovered
PANCREAS_BETA_CELLS0.370Cobimetinib— uncovered
DNA_REPAIR0.290Idelalisib— uncovered
FATTY_ACID_METABOLISM0.240Inavolisib— uncovered
SPERMATOGENESIS0.210Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.210Idelalisib— uncovered
ANDROGEN_RESPONSE0.200Inavolisib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.190Idelalisib— uncovered
PEROXISOME0.190Idelalisib— uncovered
ADIPOGENESIS0.170Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.150Inavolisib— uncovered
GLYCOLYSIS0.110Inavolisib— uncovered
HEME_METABOLISM0.080Temsirolimus— uncovered
BILE_ACID_METABOLISM0.070Inavolisib— uncovered