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

6114E89B-B007-4F1B-B086-21ADE26F4573

5d5eff77-2fda-5934-8b07-4e41130749a2

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
39.12614980289093
age_years
25
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

  • CHOLESTEROL_HOMEOSTASIS+0.511
  • TGF_BETA_SIGNALING+0.465
  • NOTCH_SIGNALING+0.423
  • WNT_BETA_CATENIN_SIGNALING+0.411
  • MYC_TARGETS_V2+0.359
  • MITOTIC_SPINDLE+0.345
  • HEDGEHOG_SIGNALING+0.330
  • DNA_REPAIR+0.310
  • UNFOLDED_PROTEIN_RESPONSE+0.286
  • TNFA_SIGNALING_VIA_NFKB+0.275

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.397
  • SPERMATOGENESIS-0.305
  • ALLOGRAFT_REJECTION-0.186
  • PANCREAS_BETA_CELLS-0.115
  • ANGIOGENESIS-0.104
  • COAGULATION-0.101
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.092
  • MYOGENESIS-0.074
  • GLYCOLYSIS-0.022
  • COMPLEMENT-0.021

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1C6ACBA34-164B-419D-9C2B-ED2DC3C68FDD
brain-umap@2
0.910
28441B707-EC45-4A38-8B83-99B8D83CCF8B
brain-umap@2
0.907
367B5E93E-6F06-4247-86DD-A914279EFFC5
brain-umap@2
0.903
4SRR934756
brain-umap@2
0.880
57E9D6B6D-3276-4240-B5C5-F3F982076358
brain-umap@2
0.867
67CE18C10-61E6-45FA-B9AF-408CD673C0C9
brain-umap@2
0.859
753BA607F-7939-40D9-BEFA-DC4ABDC7630B
brain-umap@2
0.859
8AE32CA37-A422-42E3-AA29-0149CF1A3019
brain-umap@2
0.859
9SRR934764
brain-umap@2
0.854
1053426017-24F2-4348-BEE1-05E80B6A0E6B
brain-umap@2
0.843

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
CHOLESTEROL_HOMEOSTASIS0.511Remibrutinib— uncovered
TGF_BETA_SIGNALING0.465Inavolisib— uncovered
NOTCH_SIGNALING0.423Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.411Inavolisib— uncovered
MYC_TARGETS_V20.359Idelalisib— uncovered
MITOTIC_SPINDLE0.345Inavolisib— uncovered
HEDGEHOG_SIGNALING0.330Inavolisib— uncovered
DNA_REPAIR0.310Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.286Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.275Inavolisib— uncovered
P53_PATHWAY0.274Idelalisib— uncovered
MYC_TARGETS_V10.261Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.219Inavolisib— uncovered
FATTY_ACID_METABOLISM0.195Inavolisib— uncovered
ADIPOGENESIS0.191Inavolisib— uncovered
MTORC1_SIGNALING0.188Inavolisib— uncovered
BILE_ACID_METABOLISM0.185Inavolisib— uncovered
APOPTOSIS0.182Idelalisib— uncovered
PROTEIN_SECRETION0.155Remibrutinib— uncovered
G2M_CHECKPOINT0.152Inavolisib— uncovered