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

C3N-04382

· cohortMD1

05f47f78-3242-5b31-b6d1-de3a5b829b3f

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
cohortMD1
subtype
cohortMD1
age_years
47.86858316

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.600
  • E2F_TARGETS+0.560
  • G2M_CHECKPOINT+0.480
  • INTERFERON_GAMMA_RESPONSE+0.460
  • MYC_TARGETS_V1+0.440
  • ALLOGRAFT_REJECTION+0.370
  • DNA_REPAIR+0.280
  • SPERMATOGENESIS+0.270
  • MITOTIC_SPINDLE+0.260
  • MYC_TARGETS_V2+0.220

Top 10 suppressed

  • ANGIOGENESIS-0.540
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.460
  • NOTCH_SIGNALING-0.410
  • CHOLESTEROL_HOMEOSTASIS-0.400
  • COAGULATION-0.340
  • MYOGENESIS-0.340
  • ESTROGEN_RESPONSE_EARLY-0.330
  • PANCREAS_BETA_CELLS-0.310
  • ESTROGEN_RESPONSE_LATE-0.290
  • HEDGEHOG_SIGNALING-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
1SRR11296816
colon-landscapes@1
0.896
2TCGA-AR-A24H-01A-11R-A169-07
breast-umap@18
B0.872
3MBCProject_0454_T1_RNA
breast-umap@18
B0.871
4s0112318
melanoma-umap@29
0.868
51b0a23c2-785d-4a14-b673-86c97ceff401
melanoma-umap@29
0.856
6MBCProject_1542_T2_RNA
breast-umap@18
D0.854
777f39159-497c-47a0-bc8a-fb05dcd1826b
colon-landscapes@1
0.851
8TCGA-58-A46M-01A-11R-A24H-07
lung-landscapes@6
cohortSQ20.850
9SRR8518297
breast-umap@18
E0.850
1058c2404d-b213-4a7f-a8fc-11081a88091b
colon-landscapes@1
0.845

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.600Inavolisib— uncovered
E2F_TARGETS0.560Inavolisib— uncovered
G2M_CHECKPOINT0.480Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.460Idelalisib— uncovered
MYC_TARGETS_V10.440Inavolisib— uncovered
ALLOGRAFT_REJECTION0.370Idelalisib— uncovered
DNA_REPAIR0.280Idelalisib— uncovered
SPERMATOGENESIS0.270Inavolisib— uncovered
MITOTIC_SPINDLE0.260Inavolisib— uncovered
MYC_TARGETS_V20.220Idelalisib— uncovered
MTORC1_SIGNALING0.210Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.110Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.060Inavolisib— uncovered
COMPLEMENT0.010Inavolisib— uncovered