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

590d46bc-3db8-4e22-8550-b3e4ba0affba

9c522982-85f0-5300-86b6-68d3e26008bd

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
age_years
79

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ANGIOGENESIS+0.450
  • G2M_CHECKPOINT+0.370
  • MITOTIC_SPINDLE+0.360
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.350
  • UV_RESPONSE_DN+0.330
  • PROTEIN_SECRETION+0.310
  • INTERFERON_GAMMA_RESPONSE+0.300
  • INFLAMMATORY_RESPONSE+0.290
  • ANDROGEN_RESPONSE+0.270
  • HYPOXIA+0.270

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.320
  • DNA_REPAIR-0.300
  • MYC_TARGETS_V2-0.260
  • MYC_TARGETS_V1-0.230
  • WNT_BETA_CATENIN_SIGNALING-0.230
  • UV_RESPONSE_UP-0.220
  • PEROXISOME-0.200
  • PANCREAS_BETA_CELLS-0.150
  • PI3K_AKT_MTOR_SIGNALING-0.120
  • APICAL_SURFACE-0.080

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.

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

#SampleCancer typeSubtypecos similarity
1MDT-AP-2796
medullo-epn-umap@date-based
MedMedulloblastoma0.799
2MDT-AP-3280
medullo-epn-umap@date-based
MedMedulloblastoma0.793
3TCGA-GV-A3QG-01A-11R-A220-07
bladder-landscape@3
0.781
4TCGA-A1-A0SI-01A-11R-A144-07
breast-umap@18
C0.774
5MDT-AP-3264
medullo-epn-umap@date-based
MedMedulloblastoma0.772
6BS_0SCXXM6N
brain-umap@2
low-grade glioma0.764
7TCGA-55-6712-01A-11R-1858-07
lung-landscapes@6
cohortA10.763
8BS_PRAEF32W
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.758
9MDT-AP-2990
medullo-epn-umap@date-based
MedMedulloblastoma0.757
10TCGA-AR-A250-01A-31R-A169-07
breast-umap@18
C0.756

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.450Remibrutinib— uncovered
G2M_CHECKPOINT0.370Inavolisib— uncovered
MITOTIC_SPINDLE0.360Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.350Inavolisib— uncovered
UV_RESPONSE_DN0.330Inavolisib— uncovered
PROTEIN_SECRETION0.310Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.300Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.290Idelalisib— uncovered
ANDROGEN_RESPONSE0.270Inavolisib— uncovered
HYPOXIA0.270Idelalisib— uncovered
IL2_STAT5_SIGNALING0.270Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.250Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.250Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.220Inavolisib— uncovered
ALLOGRAFT_REJECTION0.210Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.210Remibrutinib— uncovered
KRAS_SIGNALING_UP0.210Inavolisib— uncovered
E2F_TARGETS0.200Inavolisib— uncovered
HEDGEHOG_SIGNALING0.190Inavolisib— uncovered
MYOGENESIS0.180Inavolisib— uncovered