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

4099642A-F8D6-428C-AA12-1E76C27BB368

a51e8bfc-ab05-5ddf-a63d-105212eb4d35

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
57.55584756898817
age_years
36
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

  • NOTCH_SIGNALING+0.504
  • TGF_BETA_SIGNALING+0.471
  • PROTEIN_SECRETION+0.454
  • MITOTIC_SPINDLE+0.380
  • MYC_TARGETS_V1+0.373
  • WNT_BETA_CATENIN_SIGNALING+0.358
  • INTERFERON_ALPHA_RESPONSE+0.324
  • UV_RESPONSE_DN+0.285
  • DNA_REPAIR+0.282
  • G2M_CHECKPOINT+0.274

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.397
  • PANCREAS_BETA_CELLS-0.349
  • APICAL_SURFACE-0.243
  • MYOGENESIS-0.234
  • SPERMATOGENESIS-0.164
  • COAGULATION-0.127
  • UV_RESPONSE_UP-0.087
  • APICAL_JUNCTION-0.071
  • ESTROGEN_RESPONSE_LATE-0.055
  • ANGIOGENESIS-0.053

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
153BA607F-7939-40D9-BEFA-DC4ABDC7630B
brain-umap@2
0.938
2745233F1-DF41-4DDA-9146-1666DD59355E
brain-umap@2
0.919
30F8BE394-BA6A-401C-87D0-9B3CF50FB0C8
brain-umap@2
0.901
40A7A28BA-9D46-4D4F-A0A5-B3F9AA8DF29B
brain-umap@2
0.900
57604968C-689A-458D-96BA-33B163B238F8
brain-umap@2
0.898
68BA4F4D7-5FCD-42B8-B000-108067FE6885
brain-umap@2
0.897
7SRR934764
brain-umap@2
0.895
80CEC1ADC-1E8E-4CAC-8DFD-E1A760064E58
brain-umap@2
0.893
9BE6A3670-34C4-4FD3-9794-C5B3254D9224
brain-umap@2
0.891
108EFB3C39-094A-4F91-8B8D-EE8A32AC7E1F
brain-umap@2
0.886

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
NOTCH_SIGNALING0.504Inavolisib— uncovered
TGF_BETA_SIGNALING0.471Inavolisib— uncovered
PROTEIN_SECRETION0.454Remibrutinib— uncovered
MITOTIC_SPINDLE0.380Inavolisib— uncovered
MYC_TARGETS_V10.373Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.358Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.324Inavolisib— uncovered
UV_RESPONSE_DN0.285Inavolisib— uncovered
DNA_REPAIR0.282Idelalisib— uncovered
G2M_CHECKPOINT0.274Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.270Idelalisib— uncovered
ADIPOGENESIS0.254Inavolisib— uncovered
MYC_TARGETS_V20.252Idelalisib— uncovered
BILE_ACID_METABOLISM0.244Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.225Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.215Idelalisib— uncovered
MTORC1_SIGNALING0.209Inavolisib— uncovered
E2F_TARGETS0.208Inavolisib— uncovered
ANDROGEN_RESPONSE0.203Inavolisib— uncovered
PEROXISOME0.182Idelalisib— uncovered