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

C884FB38-DE5C-48BA-95F1-4ABD2991E833

4f321b66-a87a-59b1-a3ae-dc9df6fe2043

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
13.501971090670171
age_years
54
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

  • OXIDATIVE_PHOSPHORYLATION+0.541
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.471
  • APOPTOSIS+0.422
  • XENOBIOTIC_METABOLISM+0.409
  • INTERFERON_ALPHA_RESPONSE+0.393
  • FATTY_ACID_METABOLISM+0.388
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.386
  • ADIPOGENESIS+0.385
  • DNA_REPAIR+0.372
  • INTERFERON_GAMMA_RESPONSE+0.349

Top 10 suppressed

  • MITOTIC_SPINDLE-0.352
  • G2M_CHECKPOINT-0.311
  • SPERMATOGENESIS-0.183
  • E2F_TARGETS-0.165
  • HEDGEHOG_SIGNALING-0.155
  • KRAS_SIGNALING_DN-0.153
  • ANDROGEN_RESPONSE-0.003
  • PROTEIN_SECRETION+0.003
  • UV_RESPONSE_DN+0.010
  • APICAL_JUNCTION+0.029

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
165DAB913-D39C-4AC4-BB1C-10E58914571F
brain-umap@2
0.908
2SRR3147741
colon-landscapes@1
0.897
35B9D33F5-1B4F-4C06-A73A-CC723C1EF409
brain-umap@2
0.889
45B9DEC62-3DC7-4DE2-8B20-3E191594FCB4
brain-umap@2
0.881
5MNG919
mng-umap@100
0.880
6MDT-AP-2001
medullo-epn-umap@date-based
MedMedulloblastoma0.875
70E9EAAED-A9A2-41E7-AC3A-49E94C933432
brain-umap@2
0.874
8TCGA-64-5781-01A-01R-1628-07
lung-landscapes@6
cohortA40.866
96F4F72B3-E2B1-48DD-B9F4-C03AFCE79566
brain-umap@2
0.865
1031550B35-DA39-4294-8368-811A412B2E3A
brain-umap@2
0.860

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
OXIDATIVE_PHOSPHORYLATION0.541Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.471Inavolisib— uncovered
APOPTOSIS0.422Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.409Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.393Inavolisib— uncovered
FATTY_ACID_METABOLISM0.388Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.386Inavolisib— uncovered
ADIPOGENESIS0.385Inavolisib— uncovered
DNA_REPAIR0.372Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.349Idelalisib— uncovered
PANCREAS_BETA_CELLS0.345Cobimetinib— uncovered
UV_RESPONSE_UP0.340Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.331Inavolisib— uncovered
MYC_TARGETS_V10.326Inavolisib— uncovered
P53_PATHWAY0.309Idelalisib— uncovered
ALLOGRAFT_REJECTION0.296Idelalisib— uncovered
NOTCH_SIGNALING0.279Inavolisib— uncovered
KRAS_SIGNALING_UP0.275Inavolisib— uncovered
MTORC1_SIGNALING0.275Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.270Idelalisib— uncovered