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

R224

85016e8c-f691-523a-9923-c109d671d276

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
74
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

  • PROTEIN_SECRETION+0.320
  • MITOTIC_SPINDLE+0.310
  • MYC_TARGETS_V2+0.290
  • PI3K_AKT_MTOR_SIGNALING+0.240
  • DNA_REPAIR+0.170
  • MYC_TARGETS_V1+0.170
  • UNFOLDED_PROTEIN_RESPONSE+0.170
  • G2M_CHECKPOINT+0.150
  • OXIDATIVE_PHOSPHORYLATION+0.150
  • ANDROGEN_RESPONSE+0.120

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.460
  • INFLAMMATORY_RESPONSE-0.430
  • ANGIOGENESIS-0.420
  • ALLOGRAFT_REJECTION-0.400
  • INTERFERON_ALPHA_RESPONSE-0.360
  • IL6_JAK_STAT3_SIGNALING-0.340
  • INTERFERON_GAMMA_RESPONSE-0.330
  • PANCREAS_BETA_CELLS-0.320
  • TNFA_SIGNALING_VIA_NFKB-0.320
  • CHOLESTEROL_HOMEOSTASIS-0.270

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
1SRR26320097
bladder-landscape@3
0.896
2MDT-AP-1353
medullo-epn-umap@date-based
MedMedulloblastoma0.887
3MDT-AP-0211
medullo-epn-umap@date-based
MedMedulloblastoma0.885
4SRR26320084
bladder-landscape@3
0.878
5TCGA-56-A4BY-01A-11R-A24H-07
lung-landscapes@6
cohortSQ20.866
6SRR660812
brain-umap@2
GTEX0.866
7MDT-AP-0188
medullo-epn-umap@date-based
MedMedulloblastoma0.863
815d39440-6bb8-4ecb-add1-9ae8b007dc70
melanoma-umap@29
0.861
9SRR1797243
lung-landscapes@6
cohortSC0.859
10SRR8943005
bladder-landscape@3
0.856

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.320Remibrutinib— uncovered
MITOTIC_SPINDLE0.310Inavolisib— uncovered
MYC_TARGETS_V20.290Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.240Inavolisib— uncovered
DNA_REPAIR0.170Idelalisib— uncovered
MYC_TARGETS_V10.170Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.170Idelalisib— uncovered
G2M_CHECKPOINT0.150Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.150Remibrutinib— uncovered
ANDROGEN_RESPONSE0.120Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.120Inavolisib— uncovered
E2F_TARGETS0.100Inavolisib— uncovered
P53_PATHWAY0.090Idelalisib— uncovered
ADIPOGENESIS0.080Inavolisib— uncovered
HEME_METABOLISM0.050Temsirolimus— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.030Inavolisib— uncovered