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

24F914FE-3DF0-4286-9231-9D525A777306

04d44240-db90-5218-b68e-8c120eaaecff

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
36.530880420499344
age_years
43
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+0.486
  • TGF_BETA_SIGNALING+0.479
  • PROTEIN_SECRETION+0.462
  • MYC_TARGETS_V1+0.366
  • WNT_BETA_CATENIN_SIGNALING+0.363
  • MITOTIC_SPINDLE+0.338
  • DNA_REPAIR+0.334
  • G2M_CHECKPOINT+0.303
  • UNFOLDED_PROTEIN_RESPONSE+0.264
  • HEDGEHOG_SIGNALING+0.243

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.456
  • SPERMATOGENESIS-0.268
  • COAGULATION-0.266
  • TNFA_SIGNALING_VIA_NFKB-0.265
  • PANCREAS_BETA_CELLS-0.256
  • INFLAMMATORY_RESPONSE-0.217
  • ALLOGRAFT_REJECTION-0.213
  • MYOGENESIS-0.199
  • ANGIOGENESIS-0.188
  • UV_RESPONSE_UP-0.184

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
1SRR934870
brain-umap@2
0.909
24A4E96B0-5AC6-4B7D-AB1C-F814C338589C
brain-umap@2
0.905
3SRR934724
brain-umap@2
0.904
47779D220-647F-4D6C-890B-022208B51F57
brain-umap@2
0.901
51F4B7E2E-E242-410A-AE78-8FC412D3C0A9
brain-umap@2
0.890
6CBB97C4E-43C7-4257-A85E-1F72BA71EF91
brain-umap@2
0.886
7DEB3BE77-120D-4EC5-AA7A-4B2952F2C832
brain-umap@2
0.886
8B7B9B5C1-C11D-47B8-B2F8-A5660AB961C1
brain-umap@2
0.883
963204446-7AA0-40DC-996D-440F4E19AD0F
brain-umap@2
0.883
107ACD648E-76FD-4C83-86AA-51F581A0B09C
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 27 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
NOTCH_SIGNALING0.486Inavolisib— uncovered
TGF_BETA_SIGNALING0.479Inavolisib— uncovered
PROTEIN_SECRETION0.462Remibrutinib— uncovered
MYC_TARGETS_V10.366Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.363Inavolisib— uncovered
MITOTIC_SPINDLE0.338Inavolisib— uncovered
DNA_REPAIR0.334Idelalisib— uncovered
G2M_CHECKPOINT0.303Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.264Idelalisib— uncovered
HEDGEHOG_SIGNALING0.243Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.239Remibrutinib— uncovered
MYC_TARGETS_V20.235Idelalisib— uncovered
UV_RESPONSE_DN0.223Inavolisib— uncovered
ADIPOGENESIS0.208Inavolisib— uncovered
MTORC1_SIGNALING0.202Inavolisib— uncovered
E2F_TARGETS0.188Inavolisib— uncovered
PEROXISOME0.163Idelalisib— uncovered
BILE_ACID_METABOLISM0.142Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.139Inavolisib— uncovered
HEME_METABOLISM0.138Temsirolimus— uncovered