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

C3N-02089

· cohortA4

3d382dfb-aed3-52ff-9f81-40fdc0d568ec

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
cohortA4
subtype
cohortA4
age_years
76.41341547

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+0.590
  • MYC_TARGETS_V1+0.560
  • E2F_TARGETS+0.440
  • OXIDATIVE_PHOSPHORYLATION+0.390
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.380
  • G2M_CHECKPOINT+0.360
  • PANCREAS_BETA_CELLS+0.360
  • SPERMATOGENESIS+0.340
  • MTORC1_SIGNALING+0.310
  • UNFOLDED_PROTEIN_RESPONSE+0.280

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.490
  • INTERFERON_ALPHA_RESPONSE-0.440
  • UV_RESPONSE_DN-0.390
  • NOTCH_SIGNALING-0.370
  • APICAL_JUNCTION-0.350
  • HEDGEHOG_SIGNALING-0.350
  • INTERFERON_GAMMA_RESPONSE-0.340
  • MYOGENESIS-0.340
  • TGF_BETA_SIGNALING-0.300
  • APOPTOSIS-0.260

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
1SRR8392889
lung-landscapes@6
cohortMD10.876
2SRR8518298
breast-umap@18
E0.859
320090275.TNBC
breast-umap@18
E0.859
4TCGA-YC-A9TC-01A-22R-A39I-07
bladder-landscape@3
0.859
5TCGA-AN-A04C-01A-21R-A034-07
breast-umap@18
C0.854
6TCGA-66-2754-01A-01R-0980-07
lung-landscapes@6
cohortA30.853
7SRR8518376
breast-umap@18
E0.852
8AUR-AFUM-TTM1-A-1-1-R-A743-41
breast-umap@18
E0.852
9TCGA-86-A4D0-01A-11R-A24H-07
lung-landscapes@6
cohortA30.846
10TCGA-22-4613-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.838

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.590Idelalisib— uncovered
MYC_TARGETS_V10.560Inavolisib— uncovered
E2F_TARGETS0.440Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.390Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.380Inavolisib— uncovered
G2M_CHECKPOINT0.360Inavolisib— uncovered
PANCREAS_BETA_CELLS0.360Cobimetinib— uncovered
SPERMATOGENESIS0.340Inavolisib— uncovered
MTORC1_SIGNALING0.310Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.280Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.200Inavolisib— uncovered
DNA_REPAIR0.110Idelalisib— uncovered
FATTY_ACID_METABOLISM0.090Inavolisib— uncovered
GLYCOLYSIS0.070Inavolisib— uncovered
UV_RESPONSE_UP0.070Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.040Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.030Inavolisib— uncovered
ADIPOGENESIS0.020Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.010Idelalisib— uncovered