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

C3N-01419

· cohortA1

f40fe29a-877e-54ee-9ae9-beafea5f9417

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
cohortA1
subtype
cohortA1
age_years
58.65023956

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_V2+0.570
  • MYC_TARGETS_V1+0.460
  • OXIDATIVE_PHOSPHORYLATION+0.440
  • GLYCOLYSIS+0.380
  • E2F_TARGETS+0.370
  • ADIPOGENESIS+0.330
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.330
  • P53_PATHWAY+0.320
  • INTERFERON_ALPHA_RESPONSE+0.310
  • DNA_REPAIR+0.290

Top 10 suppressed

  • UV_RESPONSE_DN-0.350
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.340
  • HEDGEHOG_SIGNALING-0.340
  • TGF_BETA_SIGNALING-0.320
  • ANGIOGENESIS-0.290
  • INFLAMMATORY_RESPONSE-0.250
  • APICAL_SURFACE-0.230
  • ANDROGEN_RESPONSE-0.220
  • IL2_STAT5_SIGNALING-0.210
  • PROTEIN_SECRETION-0.200

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
1MNG713
mng-umap@100
0.843
28c76ce45-f110-4f6a-b413-13a1a1aeddef
colon-landscapes@1
0.836
32d83a9e6-da2d-47e1-b2e7-4b07b108f7bd
colon-landscapes@1
0.827
4TCGA-62-A471-01A-12R-A24H-07
lung-landscapes@6
cohortA40.821
548128da3-329b-45c5-be65-c8cbeccddb97
colon-landscapes@1
0.813
6SRR25043614
head-neck@1
0.805
7SRR8526731
lung-landscapes@6
cohortA40.805
8TCGA-XF-A9T6-01A-11R-A42T-07
bladder-landscape@3
0.804
9TCGA-39-5036-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.803
10cdef9a7f-9daa-4a33-b196-08a12a2ed203
colon-landscapes@1
0.803

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.570Idelalisib— uncovered
MYC_TARGETS_V10.460Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.440Remibrutinib— uncovered
GLYCOLYSIS0.380Inavolisib— uncovered
E2F_TARGETS0.370Inavolisib— uncovered
ADIPOGENESIS0.330Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.330Inavolisib— uncovered
P53_PATHWAY0.320Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.310Inavolisib— uncovered
DNA_REPAIR0.290Idelalisib— uncovered
HYPOXIA0.240Idelalisib— uncovered
FATTY_ACID_METABOLISM0.230Inavolisib— uncovered
MTORC1_SIGNALING0.210Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.180Inavolisib— uncovered
G2M_CHECKPOINT0.160Inavolisib— uncovered
PEROXISOME0.160Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.130Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.110Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.100Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.100Idelalisib— uncovered