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

56D3154E-E779-4C27-8305-FEE7310B6762

231f94cb-c1f1-5bab-8f94-89ca013bb668

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
23.160315374507228
age_years
29
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+0.630
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.505
  • MYC_TARGETS_V1+0.501
  • PROTEIN_SECRETION+0.466
  • MTORC1_SIGNALING+0.394
  • ADIPOGENESIS+0.360
  • DNA_REPAIR+0.340
  • FATTY_ACID_METABOLISM+0.325
  • ANDROGEN_RESPONSE+0.324
  • UNFOLDED_PROTEIN_RESPONSE+0.312

Top 10 suppressed

  • IL6_JAK_STAT3_SIGNALING-0.428
  • ANGIOGENESIS-0.391
  • INTERFERON_GAMMA_RESPONSE-0.379
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.378
  • INTERFERON_ALPHA_RESPONSE-0.332
  • ALLOGRAFT_REJECTION-0.318
  • INFLAMMATORY_RESPONSE-0.309
  • TNFA_SIGNALING_VIA_NFKB-0.270
  • KRAS_SIGNALING_DN-0.237
  • COAGULATION-0.233

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
1BB79CABB-0912-4E02-ACD9-82EF3AB8B598
brain-umap@2
0.878
25085CE66-190D-478B-9AB6-55AE71C41CCF
brain-umap@2
0.842
33DC38276-A6D2-49C6-8F54-3F50F6BFAD0C
brain-umap@2
0.834
428E176DE-49DB-4F39-B022-C89235590CAC
brain-umap@2
0.831
502F669D8-FB9F-45AF-A999-5886E5C2DAF0
brain-umap@2
0.830
6SRR6013593
lung-landscapes@6
cohortA10.827
70A4681EC-A57A-45CD-BB97-3E90A8CDECDD
brain-umap@2
0.825
8SJEPD030784_D1.RNA-Seq
medullo-epn-umap@date-based
EPNMyxopapillary EPN0.824
9SRR12696800
melanoma-umap@29
0.820
10TCGA-BH-A0H9-01A-11R-A056-07
breast-umap@18
B0.818

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.630Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.505Inavolisib— uncovered
MYC_TARGETS_V10.501Inavolisib— uncovered
PROTEIN_SECRETION0.466Remibrutinib— uncovered
MTORC1_SIGNALING0.394Inavolisib— uncovered
ADIPOGENESIS0.360Inavolisib— uncovered
DNA_REPAIR0.340Idelalisib— uncovered
FATTY_ACID_METABOLISM0.325Inavolisib— uncovered
ANDROGEN_RESPONSE0.324Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.312Idelalisib— uncovered
UV_RESPONSE_UP0.308Idelalisib— uncovered
UV_RESPONSE_DN0.246Inavolisib— uncovered
HEME_METABOLISM0.232Temsirolimus— uncovered
PANCREAS_BETA_CELLS0.225Cobimetinib— uncovered
PEROXISOME0.219Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.205Inavolisib— uncovered
TGF_BETA_SIGNALING0.176Inavolisib— uncovered
MYC_TARGETS_V20.150Idelalisib— uncovered
GLYCOLYSIS0.133Inavolisib— uncovered
HEDGEHOG_SIGNALING0.095Inavolisib— uncovered