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

C3N-02143

· cohortA1

352b4376-8e94-57ec-aa0a-4852fb22beff

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.470
  • ANGIOGENESIS+0.360
  • COAGULATION+0.340
  • CHOLESTEROL_HOMEOSTASIS+0.300
  • KRAS_SIGNALING_DN+0.260
  • GLYCOLYSIS+0.190
  • NOTCH_SIGNALING+0.190
  • KRAS_SIGNALING_UP+0.180
  • COMPLEMENT+0.170
  • SPERMATOGENESIS+0.170

Top 10 suppressed

  • MYC_TARGETS_V2-0.550
  • MYC_TARGETS_V1-0.440
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.440
  • UNFOLDED_PROTEIN_RESPONSE-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.370
  • PROTEIN_SECRETION-0.300
  • ADIPOGENESIS-0.280
  • DNA_REPAIR-0.250
  • TGF_BETA_SIGNALING-0.250
  • PI3K_AKT_MTOR_SIGNALING-0.230

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1MNG686
mng-umap@100
0.774
2SRR1467212
brain-umap@2
GTEX0.756
3R216
bladder-landscape@3
0.752
4MNG934
mng-umap@100
0.750
5SRR1516036
bladder-landscape@3
0.745
6SRR1325964
brain-umap@2
GTEX0.742
7BS_YE1MAQYJ
medullo-epn-umap@date-based
EPNEPN Tumor0.737
8R396
bladder-landscape@3
0.730
9BS_A7Q8G0Y1
brain-umap@2
Diffuse intrinsic pontine glioma0.729
10MDT-AP-0317
medullo-epn-umap@date-based
MedMedulloblastoma0.724

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.470Inavolisib— uncovered
ANGIOGENESIS0.360Remibrutinib— uncovered
COAGULATION0.340Binimetinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.300Remibrutinib— uncovered
KRAS_SIGNALING_DN0.260Remibrutinib— uncovered
GLYCOLYSIS0.190Inavolisib— uncovered
NOTCH_SIGNALING0.190Inavolisib— uncovered
KRAS_SIGNALING_UP0.180Inavolisib— uncovered
COMPLEMENT0.170Inavolisib— uncovered
SPERMATOGENESIS0.170Inavolisib— uncovered
MYOGENESIS0.160Inavolisib— uncovered
APICAL_JUNCTION0.150Inavolisib— uncovered
E2F_TARGETS0.150Inavolisib— uncovered
HYPOXIA0.150Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.140Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.110Inavolisib— uncovered
G2M_CHECKPOINT0.100Inavolisib— uncovered
ANDROGEN_RESPONSE0.090Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.090Idelalisib— uncovered
APICAL_SURFACE0.080Temsirolimus— uncovered