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

R149

fcf07dd3-f6d6-559b-958f-bb12e9a19261

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
11
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

  • INTERFERON_ALPHA_RESPONSE+0.640
  • INTERFERON_GAMMA_RESPONSE+0.530
  • PROTEIN_SECRETION+0.530
  • MTORC1_SIGNALING+0.420
  • OXIDATIVE_PHOSPHORYLATION+0.420
  • UNFOLDED_PROTEIN_RESPONSE+0.380
  • ADIPOGENESIS+0.370
  • CHOLESTEROL_HOMEOSTASIS+0.340
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.340
  • BILE_ACID_METABOLISM+0.330

Top 10 suppressed

  • WNT_BETA_CATENIN_SIGNALING-0.450
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.420
  • ANGIOGENESIS-0.350
  • APICAL_JUNCTION-0.290
  • HEDGEHOG_SIGNALING-0.290
  • MYOGENESIS-0.290
  • COAGULATION-0.270
  • ESTROGEN_RESPONSE_EARLY-0.220
  • HYPOXIA-0.220
  • MITOTIC_SPINDLE-0.180

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
1131536
medullo-epn-umap@date-based
EPNEPN Tumor0.819
2SRR12696744
melanoma-umap@29
0.799
3TCGA-AR-A0TW-01A-11R-A084-07
breast-umap@18
B0.797
4BS_W80TJC27
brain-umap@2
Supratentorial Ependymoma0.795
5a3b44031-71ef-476f-a8bd-3694226ce026
colon-landscapes@1
0.794
6BS_W80TJC27
medullo-epn-umap@date-based
EPNSupratentorial EPN0.792
720040027.LumB
breast-umap@18
C0.791
84769f22f-eeaf-4108-9555-55cc5d6ae27b
colon-landscapes@1
0.790
9MNG510
mng-umap@100
0.789
10db087000-74fa-4044-812f-01842b99f448
colon-landscapes@1
0.787

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.640Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.530Idelalisib— uncovered
PROTEIN_SECRETION0.530Remibrutinib— uncovered
MTORC1_SIGNALING0.420Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.420Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.380Idelalisib— uncovered
ADIPOGENESIS0.370Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.340Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.340Inavolisib— uncovered
BILE_ACID_METABOLISM0.330Inavolisib— uncovered
PEROXISOME0.330Idelalisib— uncovered
ALLOGRAFT_REJECTION0.280Idelalisib— uncovered
FATTY_ACID_METABOLISM0.270Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.250Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.240Inavolisib— uncovered
ANDROGEN_RESPONSE0.200Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.200Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.180Inavolisib— uncovered
HEME_METABOLISM0.170Temsirolimus— uncovered
TGF_BETA_SIGNALING0.160Inavolisib— uncovered