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

CEEF1D8C-DC91-4862-86A0-F345C2C770C0

f8e42461-400e-549c-ae03-1851db8d2836

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
11.629434954007884
age_years
64
sex
Female

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+0.627
  • MYC_TARGETS_V1+0.507
  • E2F_TARGETS+0.502
  • G2M_CHECKPOINT+0.496
  • DNA_REPAIR+0.414
  • WNT_BETA_CATENIN_SIGNALING+0.384
  • UNFOLDED_PROTEIN_RESPONSE+0.372
  • MITOTIC_SPINDLE+0.285
  • NOTCH_SIGNALING+0.194
  • OXIDATIVE_PHOSPHORYLATION+0.180

Top 10 suppressed

  • INFLAMMATORY_RESPONSE-0.394
  • IL6_JAK_STAT3_SIGNALING-0.365
  • KRAS_SIGNALING_DN-0.340
  • TNFA_SIGNALING_VIA_NFKB-0.280
  • ALLOGRAFT_REJECTION-0.268
  • INTERFERON_GAMMA_RESPONSE-0.253
  • HYPOXIA-0.222
  • SPERMATOGENESIS-0.219
  • KRAS_SIGNALING_UP-0.210
  • COMPLEMENT-0.202

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
194F9B9B1-A23E-4947-BD09-67CBA3052C51
brain-umap@2
0.945
2CA9E9B92-5D16-4455-ACC8-ACBFDFB754C5
brain-umap@2
0.930
35F991EDF-3871-4111-9A04-BF6CA02648CA
brain-umap@2
0.923
43E5F6B52-112E-4F87-B49C-061B9DFD1E2D
brain-umap@2
0.921
5E528D9EE-41C3-4D4C-B16F-ABBDD6E31B84
brain-umap@2
0.916
685D3FB91-4738-4B8A-B86E-115FDEF10166
brain-umap@2
0.913
730906368-89BC-42E0-8F7B-81B1DEDE812D
brain-umap@2
0.909
84FD9ED95-21E7-440D-AAA9-86DDDF12B37A
brain-umap@2
0.908
9SRR934879
brain-umap@2
0.907
10208643FA-0388-44A3-8131-B41AC280107C
brain-umap@2
0.907

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.627Idelalisib— uncovered
MYC_TARGETS_V10.507Inavolisib— uncovered
E2F_TARGETS0.502Inavolisib— uncovered
G2M_CHECKPOINT0.496Inavolisib— uncovered
DNA_REPAIR0.414Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.384Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.372Idelalisib— uncovered
MITOTIC_SPINDLE0.285Inavolisib— uncovered
NOTCH_SIGNALING0.194Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.180Remibrutinib— uncovered
PROTEIN_SECRETION0.152Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.150Inavolisib— uncovered
MTORC1_SIGNALING0.138Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.129Remibrutinib— uncovered
UV_RESPONSE_UP0.076Idelalisib— uncovered
FATTY_ACID_METABOLISM0.032Inavolisib— uncovered
P53_PATHWAY0.026Idelalisib— uncovered
ADIPOGENESIS0.024Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.023Inavolisib— uncovered
GLYCOLYSIS0.019Inavolisib— uncovered