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

R370

1dc0474b-5891-500b-8ffe-34b1d494aa45

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
105
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

  • ANDROGEN_RESPONSE+0.290
  • MYC_TARGETS_V1+0.280
  • UV_RESPONSE_DN+0.260
  • PROTEIN_SECRETION+0.250
  • WNT_BETA_CATENIN_SIGNALING+0.160
  • TGF_BETA_SIGNALING+0.140
  • MITOTIC_SPINDLE+0.110
  • NOTCH_SIGNALING+0.110
  • OXIDATIVE_PHOSPHORYLATION+0.110
  • PEROXISOME+0.090

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.360
  • INFLAMMATORY_RESPONSE-0.350
  • TNFA_SIGNALING_VIA_NFKB-0.340
  • IL6_JAK_STAT3_SIGNALING-0.320
  • ANGIOGENESIS-0.300
  • E2F_TARGETS-0.300
  • INTERFERON_GAMMA_RESPONSE-0.300
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.280
  • INTERFERON_ALPHA_RESPONSE-0.270
  • EPITHELIAL_MESENCHYMAL_TRANSITION-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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR8943016
bladder-landscape@3
0.844
2MNG1176
mng-umap@100
0.838
3SRR26320097
bladder-landscape@3
0.828
4SRR12202452
bladder-landscape@3
0.826
5DRR168534
bladder-landscape@3
0.822
628541e4e-2e2b-4772-9566-acf35b31a581
melanoma-umap@29
0.816
7MDT-AP-0211
medullo-epn-umap@date-based
MedMedulloblastoma0.814
8SJEPD031010_D1.RNA-Seq
medullo-epn-umap@date-based
EPNEPN Tumor0.809
9131546
medullo-epn-umap@date-based
EPNEPN Tumor0.803
10DRR168565
bladder-landscape@3
0.794

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANDROGEN_RESPONSE0.290Inavolisib— uncovered
MYC_TARGETS_V10.280Inavolisib— uncovered
UV_RESPONSE_DN0.260Inavolisib— uncovered
PROTEIN_SECRETION0.250Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.160Inavolisib— uncovered
TGF_BETA_SIGNALING0.140Inavolisib— uncovered
MITOTIC_SPINDLE0.110Inavolisib— uncovered
NOTCH_SIGNALING0.110Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.110Remibrutinib— uncovered
PEROXISOME0.090Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.080Inavolisib— uncovered
GLYCOLYSIS0.030Inavolisib— uncovered
P53_PATHWAY0.030Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.030Idelalisib— uncovered
FATTY_ACID_METABOLISM0.020Inavolisib— uncovered
ADIPOGENESIS0.010Inavolisib— uncovered
MYC_TARGETS_V20.010Idelalisib— uncovered