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

R403

f490efa9-bca0-5ef9-9156-909c04c37fb5

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
2
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

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.440
  • E2F_TARGETS+0.350
  • SPERMATOGENESIS+0.340
  • G2M_CHECKPOINT+0.330
  • APICAL_SURFACE+0.300
  • KRAS_SIGNALING_DN+0.230
  • ESTROGEN_RESPONSE_LATE+0.200
  • APICAL_JUNCTION+0.160
  • ANGIOGENESIS+0.150
  • COAGULATION+0.150

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.430
  • PROTEIN_SECRETION-0.350
  • PI3K_AKT_MTOR_SIGNALING-0.340
  • UNFOLDED_PROTEIN_RESPONSE-0.340
  • MTORC1_SIGNALING-0.300
  • INTERFERON_ALPHA_RESPONSE-0.280
  • IL6_JAK_STAT3_SIGNALING-0.260
  • INTERFERON_GAMMA_RESPONSE-0.260
  • P53_PATHWAY-0.260
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MDT-AP-0317
medullo-epn-umap@date-based
MedMedulloblastoma0.822
2SRR1516036
bladder-landscape@3
0.811
382982
medullo-epn-umap@date-based
EPNSupratentorial EPN0.800
4MDT-AP-3175
medullo-epn-umap@date-based
MedMedulloblastoma0.798
5SRR12202490
bladder-landscape@3
0.792
6SRR1797259
lung-landscapes@6
cohortSC0.780
7MNG35
mng-umap@100
0.767
8SRR1516070
bladder-landscape@3
0.764
9MDT-AP-0374
medullo-epn-umap@date-based
MedMedulloblastoma0.762
10MNG472
mng-umap@100
0.753

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.440Inavolisib— uncovered
E2F_TARGETS0.350Inavolisib— uncovered
SPERMATOGENESIS0.340Inavolisib— uncovered
G2M_CHECKPOINT0.330Inavolisib— uncovered
APICAL_SURFACE0.300Temsirolimus— uncovered
KRAS_SIGNALING_DN0.230Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.200Idelalisib— uncovered
APICAL_JUNCTION0.160Inavolisib— uncovered
ANGIOGENESIS0.150Remibrutinib— uncovered
COAGULATION0.150Binimetinib— uncovered
MYOGENESIS0.140Inavolisib— uncovered
PANCREAS_BETA_CELLS0.130Cobimetinib— uncovered
XENOBIOTIC_METABOLISM0.120Inavolisib— uncovered
BILE_ACID_METABOLISM0.030Inavolisib— uncovered
KRAS_SIGNALING_UP0.010Inavolisib— uncovered