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

064ec215-7600-4e5d-be51-e757284f3e54

4c499603-c4b0-57a6-a408-cf57a7b92276

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
74

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V2+0.520
  • E2F_TARGETS+0.440
  • G2M_CHECKPOINT+0.360
  • MYC_TARGETS_V1+0.360
  • MTORC1_SIGNALING+0.240
  • MITOTIC_SPINDLE+0.210
  • CHOLESTEROL_HOMEOSTASIS+0.200
  • OXIDATIVE_PHOSPHORYLATION+0.200
  • DNA_REPAIR+0.170
  • HEDGEHOG_SIGNALING+0.160

Top 10 suppressed

  • INTERFERON_GAMMA_RESPONSE-0.580
  • INTERFERON_ALPHA_RESPONSE-0.540
  • ALLOGRAFT_REJECTION-0.520
  • IL6_JAK_STAT3_SIGNALING-0.500
  • INFLAMMATORY_RESPONSE-0.500
  • COMPLEMENT-0.470
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.460
  • COAGULATION-0.440
  • IL2_STAT5_SIGNALING-0.380
  • KRAS_SIGNALING_UP-0.370

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-85-8352-01A-31R-2326-07
lung-landscapes@6
cohortMD10.916
2SRR12696755
melanoma-umap@29
0.913
3TCGA-56-7730-01A-11R-2125-07
lung-landscapes@6
cohortSQ20.912
4MNG392
mng-umap@100
0.910
5TCGA-J1-A4AH-01A-31R-A24H-07
lung-landscapes@6
cohortSQ20.908
6SRR6013537
lung-landscapes@6
cohortA30.905
7TCGA-AN-A0AR-01A-11R-A00Z-07
breast-umap@18
E0.903
8SRR8518365
breast-umap@18
E0.902
9BS_8SKZ7BRN
brain-umap@2
low-grade glioma0.901
10TCGA-66-2793-01A-01R-1201-07
lung-landscapes@6
cohortMD10.901

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.520Idelalisib— uncovered
E2F_TARGETS0.440Inavolisib— uncovered
G2M_CHECKPOINT0.360Inavolisib— uncovered
MYC_TARGETS_V10.360Inavolisib— uncovered
MTORC1_SIGNALING0.240Inavolisib— uncovered
MITOTIC_SPINDLE0.210Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.200Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.200Remibrutinib— uncovered
DNA_REPAIR0.170Idelalisib— uncovered
HEDGEHOG_SIGNALING0.160Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.160Idelalisib— uncovered
GLYCOLYSIS0.150Inavolisib— uncovered
SPERMATOGENESIS0.050Inavolisib— uncovered
APICAL_SURFACE0.010Temsirolimus— uncovered