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

9E2420C3-FD2A-45BB-B5A3-DC25D9F7CB3C

0fc3d772-0902-589d-b09f-4ce10517eb12

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
14.520367936925098
age_years
29
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

  • PROTEIN_SECRETION+0.409
  • OXIDATIVE_PHOSPHORYLATION+0.386
  • HEDGEHOG_SIGNALING+0.375
  • MITOTIC_SPINDLE+0.373
  • NOTCH_SIGNALING+0.368
  • UV_RESPONSE_DN+0.355
  • MTORC1_SIGNALING+0.299
  • WNT_BETA_CATENIN_SIGNALING+0.293
  • CHOLESTEROL_HOMEOSTASIS+0.269
  • UNFOLDED_PROTEIN_RESPONSE+0.247

Top 10 suppressed

  • IL6_JAK_STAT3_SIGNALING-0.386
  • COAGULATION-0.370
  • ALLOGRAFT_REJECTION-0.351
  • ANGIOGENESIS-0.339
  • INTERFERON_GAMMA_RESPONSE-0.327
  • INTERFERON_ALPHA_RESPONSE-0.304
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.299
  • TNFA_SIGNALING_VIA_NFKB-0.297
  • KRAS_SIGNALING_DN-0.250
  • MYOGENESIS-0.196

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
1EF7D394C-BAB6-4826-AE09-9E5E884E0023
brain-umap@2
0.942
2DE406E2B-39AF-4A24-B2BE-0F7CDCBE9D85
brain-umap@2
0.937
3BAA2D0D4-DD8C-4F80-8D37-986AFC578536
brain-umap@2
0.925
4BB79CABB-0912-4E02-ACD9-82EF3AB8B598
brain-umap@2
0.909
5713B4DA5-FA8A-4E52-BACF-19B912467FBB
brain-umap@2
0.901
692A04345-2DCA-49F5-801F-926B59255925
brain-umap@2
0.898
70EF566D2-B40C-4BA1-8314-05AAE647869D
brain-umap@2
0.888
8E79FE058-F03E-45F3-A939-356B0427E1B7
brain-umap@2
0.888
9DE716AF0-930E-4747-B7FE-4AFAA45212DC
brain-umap@2
0.882
10SRR934798
brain-umap@2
0.881

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.409Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.386Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.375Inavolisib— uncovered
MITOTIC_SPINDLE0.373Inavolisib— uncovered
NOTCH_SIGNALING0.368Inavolisib— uncovered
UV_RESPONSE_DN0.355Inavolisib— uncovered
MTORC1_SIGNALING0.299Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.293Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.269Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.247Idelalisib— uncovered
G2M_CHECKPOINT0.245Inavolisib— uncovered
MYC_TARGETS_V10.241Inavolisib— uncovered
ADIPOGENESIS0.233Inavolisib— uncovered
ANDROGEN_RESPONSE0.224Inavolisib— uncovered
HEME_METABOLISM0.221Temsirolimus— uncovered
PEROXISOME0.196Idelalisib— uncovered
MYC_TARGETS_V20.194Idelalisib— uncovered
PANCREAS_BETA_CELLS0.185Cobimetinib— uncovered
TGF_BETA_SIGNALING0.177Inavolisib— uncovered
BILE_ACID_METABOLISM0.154Inavolisib— uncovered