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

R165

796dcfdc-2c37-5c8e-a0b5-3e77da33253d

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
overall_survival_months
69
sex
Male

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+0.370
  • WNT_BETA_CATENIN_SIGNALING+0.220
  • DNA_REPAIR+0.180
  • NOTCH_SIGNALING+0.130
  • UNFOLDED_PROTEIN_RESPONSE+0.130
  • HEME_METABOLISM+0.090
  • P53_PATHWAY+0.070
  • ADIPOGENESIS+0.040
  • BILE_ACID_METABOLISM+0.040
  • FATTY_ACID_METABOLISM+0.000

Top 10 suppressed

  • ANGIOGENESIS-0.410
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.400
  • COAGULATION-0.370
  • INTERFERON_ALPHA_RESPONSE-0.360
  • ANDROGEN_RESPONSE-0.340
  • INFLAMMATORY_RESPONSE-0.340
  • INTERFERON_GAMMA_RESPONSE-0.340
  • MTORC1_SIGNALING-0.340
  • TGF_BETA_SIGNALING-0.340
  • TNFA_SIGNALING_VIA_NFKB-0.340

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.

2 twins match this tumor's tissue · 8 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1R176
bladder-landscape@3
0.878
2MDT-AP-1357
medullo-epn-umap@date-based
MedMedulloblastoma0.873
3MDT-AP-0578
medullo-epn-umap@date-based
MedMedulloblastoma0.868
4SRR663681
brain-umap@2
GTEX0.862
5MDT-AP-1120
medullo-epn-umap@date-based
MedMedulloblastoma0.857
6SRR1318407
brain-umap@2
GTEX0.853
7MDT-AP-1134
medullo-epn-umap@date-based
MedMedulloblastoma0.849
8ERR2208948
melanoma-umap@29
0.848
9MDT-AP-1345
medullo-epn-umap@date-based
MedMedulloblastoma0.844
10SRR1415215
brain-umap@2
GTEX0.832

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.370Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.220Inavolisib— uncovered
DNA_REPAIR0.180Idelalisib— uncovered
NOTCH_SIGNALING0.130Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.130Idelalisib— uncovered
HEME_METABOLISM0.090Temsirolimus— uncovered
P53_PATHWAY0.070Idelalisib— uncovered
ADIPOGENESIS0.040Inavolisib— uncovered
BILE_ACID_METABOLISM0.040Inavolisib— uncovered