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

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2efb70c6-43fb-5a19-a6f6-ba7a86899d10

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
age_years
71

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • E2F_TARGETS+0.600
  • MYC_TARGETS_V1+0.590
  • MTORC1_SIGNALING+0.560
  • G2M_CHECKPOINT+0.540
  • PROTEIN_SECRETION+0.450
  • UNFOLDED_PROTEIN_RESPONSE+0.430
  • MYC_TARGETS_V2+0.420
  • GLYCOLYSIS+0.400
  • OXIDATIVE_PHOSPHORYLATION+0.360
  • ANDROGEN_RESPONSE+0.340

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.420
  • ANGIOGENESIS-0.320
  • WNT_BETA_CATENIN_SIGNALING-0.310
  • APICAL_JUNCTION-0.280
  • MYOGENESIS-0.270
  • KRAS_SIGNALING_DN-0.200
  • COAGULATION-0.180
  • INTERFERON_ALPHA_RESPONSE-0.180
  • UV_RESPONSE_DN-0.150
  • APICAL_SURFACE-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
18824c0fd-764e-4525-952b-f25efa742772
colon-landscapes@1
0.900
2930630ee-1c36-4567-aeff-042eef1654e6
colon-landscapes@1
0.871
3TCGA-46-3765-01A-01R-0980-07
lung-landscapes@6
cohortSQ20.870
48027196b-a80b-4759-872d-b72c98905451
colon-landscapes@1
0.861
5TCGA-66-2727-01A-01R-0980-07
lung-landscapes@6
cohortSQ20.859
6TCGA-E9-A1RB-01A-11R-A157-07
breast-umap@18
C0.852
7TCGA-HQ-A5ND-01A-11R-A26T-07
bladder-landscape@3
0.850
8SRR6013495
lung-landscapes@6
cohortA10.848
9BS_M84H3KXA
medullo-epn-umap@date-based
MedMedulloblastoma0.844
10SRR1516095
bladder-landscape@3
0.842

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
E2F_TARGETS0.600Inavolisib— uncovered
MYC_TARGETS_V10.590Inavolisib— uncovered
MTORC1_SIGNALING0.560Inavolisib— uncovered
G2M_CHECKPOINT0.540Inavolisib— uncovered
PROTEIN_SECRETION0.450Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.430Idelalisib— uncovered
MYC_TARGETS_V20.420Idelalisib— uncovered
GLYCOLYSIS0.400Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.360Remibrutinib— uncovered
ANDROGEN_RESPONSE0.340Inavolisib— uncovered
DNA_REPAIR0.310Idelalisib— uncovered
SPERMATOGENESIS0.310Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.290Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.290Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.240Inavolisib— uncovered
ADIPOGENESIS0.230Inavolisib— uncovered
UV_RESPONSE_UP0.220Idelalisib— uncovered
PEROXISOME0.160Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.140Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.140Inavolisib— uncovered