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

8fba9293-e3f1-41ef-b79e-499a02826174

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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
75

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • OXIDATIVE_PHOSPHORYLATION+0.380
  • WNT_BETA_CATENIN_SIGNALING+0.300
  • FATTY_ACID_METABOLISM+0.210
  • CHOLESTEROL_HOMEOSTASIS+0.170
  • PEROXISOME+0.140
  • BILE_ACID_METABOLISM+0.130
  • HEDGEHOG_SIGNALING+0.110
  • ADIPOGENESIS+0.090
  • TGF_BETA_SIGNALING+0.080
  • KRAS_SIGNALING_DN+0.070

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.560
  • INTERFERON_GAMMA_RESPONSE-0.540
  • IL6_JAK_STAT3_SIGNALING-0.470
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.460
  • INFLAMMATORY_RESPONSE-0.440
  • TNFA_SIGNALING_VIA_NFKB-0.420
  • ALLOGRAFT_REJECTION-0.410
  • COMPLEMENT-0.410
  • E2F_TARGETS-0.390
  • G2M_CHECKPOINT-0.360

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
168fda9a5-c6eb-4445-91f7-bd0078080b9d
colon-landscapes@1
0.901
2MBCProject_0004_T1_RNA
breast-umap@18
C0.847
3SRR25617889
breast-umap@18
B0.838
4TCGA-CN-6992-01A-11R-1915-07
head-neck@1
0.836
5SRR35579848
breast-umap@18
B0.835
6SRR650196
bladder-landscape@3
0.833
7MBCProject_0343_T1_RNA
breast-umap@18
B0.831
8725c9ca0-31db-4dda-ac6d-9be7565e7cfe
colon-landscapes@1
0.829
9SRR1072504
brain-umap@2
GTEX0.827
10SRR8518272
breast-umap@18
E0.825

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.380Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.300Inavolisib— uncovered
FATTY_ACID_METABOLISM0.210Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.170Remibrutinib— uncovered
PEROXISOME0.140Idelalisib— uncovered
BILE_ACID_METABOLISM0.130Inavolisib— uncovered
HEDGEHOG_SIGNALING0.110Inavolisib— uncovered
ADIPOGENESIS0.090Inavolisib— uncovered
TGF_BETA_SIGNALING0.080Inavolisib— uncovered
KRAS_SIGNALING_DN0.070Remibrutinib— uncovered
APICAL_SURFACE0.060Temsirolimus— uncovered
PROTEIN_SECRETION0.040Remibrutinib— uncovered