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

385ECC71-2BF4-4E14-B2CC-8423E79BDEBE

1ddeec33-646a-5ae9-909f-3bfa8898dd5c

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
0.49277266754270693
age_years
60
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

  • INTERFERON_ALPHA_RESPONSE+0.637
  • INTERFERON_GAMMA_RESPONSE+0.547
  • NOTCH_SIGNALING+0.529
  • PROTEIN_SECRETION+0.434
  • UV_RESPONSE_DN+0.392
  • TGF_BETA_SIGNALING+0.391
  • IL6_JAK_STAT3_SIGNALING+0.376
  • TNFA_SIGNALING_VIA_NFKB+0.375
  • IL2_STAT5_SIGNALING+0.360
  • APOPTOSIS+0.342

Top 10 suppressed

  • SPERMATOGENESIS-0.366
  • KRAS_SIGNALING_DN-0.315
  • PANCREAS_BETA_CELLS-0.310
  • MYOGENESIS-0.194
  • HEDGEHOG_SIGNALING-0.010
  • APICAL_JUNCTION-0.003
  • ESTROGEN_RESPONSE_LATE+0.021
  • APICAL_SURFACE+0.022
  • P53_PATHWAY+0.048
  • GLYCOLYSIS+0.060

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
1B583566B-A014-417A-A973-41204DC35ECF
brain-umap@2
0.938
2928D2F99-A86B-47CA-A961-A8CAE7B44E78
brain-umap@2
0.936
3BA28EC2F-5186-4DED-8814-5F0464AB8B87
brain-umap@2
0.934
4738B9C39-A73F-4BD5-A8D4-3F75B9E14569
brain-umap@2
0.932
56292335B-7CBB-45BE-AA2A-B39FFDA8768D
brain-umap@2
0.931
6E5FB107A-9555-419F-84BF-2A59873104B9
brain-umap@2
0.923
7SRR934807
brain-umap@2
0.922
84942E435-61E6-4A43-B031-4E08F0B41186
brain-umap@2
0.918
9SRR934942
brain-umap@2
0.916
108C34CD93-1AC0-4920-9E72-439EED0CF85D
brain-umap@2
0.915

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.637Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.547Idelalisib— uncovered
NOTCH_SIGNALING0.529Inavolisib— uncovered
PROTEIN_SECRETION0.434Remibrutinib— uncovered
UV_RESPONSE_DN0.392Inavolisib— uncovered
TGF_BETA_SIGNALING0.391Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.376Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.375Inavolisib— uncovered
IL2_STAT5_SIGNALING0.360Idelalisib— uncovered
APOPTOSIS0.342Idelalisib— uncovered
ANDROGEN_RESPONSE0.337Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.335Idelalisib— uncovered
MITOTIC_SPINDLE0.296Inavolisib— uncovered
BILE_ACID_METABOLISM0.293Inavolisib— uncovered
ALLOGRAFT_REJECTION0.275Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.273Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.267Inavolisib— uncovered
MTORC1_SIGNALING0.263Inavolisib— uncovered
ANGIOGENESIS0.253Remibrutinib— uncovered
COMPLEMENT0.249Inavolisib— uncovered