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

24E79135-8904-49F9-A748-AC059F325450

b39d9d48-f222-5736-bb56-f8877d9abf54

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
11.268068331143231
age_years
71
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

  • MYC_TARGETS_V1+0.563
  • E2F_TARGETS+0.524
  • DNA_REPAIR+0.505
  • G2M_CHECKPOINT+0.478
  • INTERFERON_ALPHA_RESPONSE+0.461
  • OXIDATIVE_PHOSPHORYLATION+0.449
  • INTERFERON_GAMMA_RESPONSE+0.409
  • NOTCH_SIGNALING+0.407
  • PROTEIN_SECRETION+0.380
  • UNFOLDED_PROTEIN_RESPONSE+0.356

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.427
  • MYOGENESIS-0.196
  • SPERMATOGENESIS-0.183
  • APICAL_SURFACE-0.117
  • HEDGEHOG_SIGNALING-0.098
  • APICAL_JUNCTION-0.096
  • ESTROGEN_RESPONSE_EARLY-0.004
  • COAGULATION+0.029
  • CHOLESTEROL_HOMEOSTASIS+0.033
  • ESTROGEN_RESPONSE_LATE+0.063

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
1812834CD-DA8F-4C0C-A49E-31D4A882D0E0
brain-umap@2
0.956
2BB96C5BA-CA50-40B4-B22A-3FCFE46AB11C
brain-umap@2
0.943
3C14BEAAE-A766-4ADE-A9B4-674D8717591F
brain-umap@2
0.939
440CDF034-0EBC-42A1-BBD8-492C1494086E
brain-umap@2
0.935
56B8CAF74-45C6-4C20-8126-A99F73346198
brain-umap@2
0.935
668B73B22-487B-43D8-9B68-06AD1022F46D
brain-umap@2
0.935
793A7AA5D-FA07-470A-9FD3-306EA577D3C4
brain-umap@2
0.931
894640BD8-E1D9-482D-A597-4790F6EEA6B7
brain-umap@2
0.928
9EB8F7B74-694A-4F9F-9C0B-F04006033CA4
brain-umap@2
0.926
10SRR934929
brain-umap@2
0.926

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.563Inavolisib— uncovered
E2F_TARGETS0.524Inavolisib— uncovered
DNA_REPAIR0.505Idelalisib— uncovered
G2M_CHECKPOINT0.478Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.461Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.449Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.409Idelalisib— uncovered
NOTCH_SIGNALING0.407Inavolisib— uncovered
PROTEIN_SECRETION0.380Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.356Idelalisib— uncovered
MYC_TARGETS_V20.346Idelalisib— uncovered
TGF_BETA_SIGNALING0.339Inavolisib— uncovered
ANGIOGENESIS0.329Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.326Idelalisib— uncovered
APOPTOSIS0.323Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.323Inavolisib— uncovered
ADIPOGENESIS0.317Inavolisib— uncovered
KRAS_SIGNALING_UP0.317Inavolisib— uncovered
MTORC1_SIGNALING0.308Inavolisib— uncovered
P53_PATHWAY0.286Idelalisib— uncovered