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

X25d3a106.8a9a.4285.9b02.1ba01b7a9ad2

· cohortMD2

507907f2-5c06-5a25-816b-4bb3d079bad7

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
cohortMD2
subtype
cohortMD2
age_years
71

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TNFA_SIGNALING_VIA_NFKB+0.630
  • INFLAMMATORY_RESPONSE+0.570
  • IL6_JAK_STAT3_SIGNALING+0.540
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.510
  • ALLOGRAFT_REJECTION+0.500
  • ANGIOGENESIS+0.480
  • APICAL_SURFACE+0.460
  • COAGULATION+0.430
  • COMPLEMENT+0.410
  • IL2_STAT5_SIGNALING+0.410

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.480
  • MYC_TARGETS_V1-0.420
  • DNA_REPAIR-0.390
  • PROTEIN_SECRETION-0.390
  • UNFOLDED_PROTEIN_RESPONSE-0.290
  • E2F_TARGETS-0.260
  • GLYCOLYSIS-0.220
  • MTORC1_SIGNALING-0.190
  • PEROXISOME-0.180
  • CHOLESTEROL_HOMEOSTASIS-0.140

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
1AUR-AD9G-TTM3-A-1-1-R-A542-39
breast-umap@18
D0.927
2BS_G1Y281HX
brain-umap@2
Neuroblastoma0.925
3MNG721
mng-umap@100
0.921
4X46c96724.b37b.46c0.9cae.a4a1a5604bf0
lung-landscapes@6
cohortMD20.918
5MDT-AP-1128
medullo-epn-umap@date-based
MedMedulloblastoma0.914
6BS_Z28VKGNS
brain-umap@2
Neurofibroma0.909
7TCGA-85-8049-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.908
8BS_TA9WP4TH
medullo-epn-umap@date-based
MedMedulloblastoma0.908
9C3L-02170
lung-landscapes@6
cohortMD20.905
10SRR12202494
bladder-landscape@3
0.904

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.630Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.570Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.540Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.510Inavolisib— uncovered
ALLOGRAFT_REJECTION0.500Idelalisib— uncovered
ANGIOGENESIS0.480Remibrutinib— uncovered
APICAL_SURFACE0.460Temsirolimus— uncovered
COAGULATION0.430Binimetinib— uncovered
COMPLEMENT0.410Inavolisib— uncovered
IL2_STAT5_SIGNALING0.410Idelalisib— uncovered
KRAS_SIGNALING_UP0.390Inavolisib— uncovered
MYOGENESIS0.380Inavolisib— uncovered
HYPOXIA0.350Idelalisib— uncovered
APICAL_JUNCTION0.340Inavolisib— uncovered
APOPTOSIS0.330Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.330Idelalisib— uncovered
P53_PATHWAY0.260Idelalisib— uncovered
KRAS_SIGNALING_DN0.250Remibrutinib— uncovered
TGF_BETA_SIGNALING0.250Inavolisib— uncovered
UV_RESPONSE_DN0.240Inavolisib— uncovered