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

928D2F99-A86B-47CA-A961-A8CAE7B44E78

954ebb16-d6c8-57f3-b002-fd45bf3ec424

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
6.3731931668856765
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

  • ALLOGRAFT_REJECTION+0.579
  • INTERFERON_GAMMA_RESPONSE+0.565
  • INTERFERON_ALPHA_RESPONSE+0.533
  • NOTCH_SIGNALING+0.517
  • IL6_JAK_STAT3_SIGNALING+0.516
  • INFLAMMATORY_RESPONSE+0.515
  • TNFA_SIGNALING_VIA_NFKB+0.508
  • TGF_BETA_SIGNALING+0.493
  • MYC_TARGETS_V1+0.460
  • PROTEIN_SECRETION+0.431

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.352
  • SPERMATOGENESIS-0.339
  • MYOGENESIS-0.209
  • PANCREAS_BETA_CELLS-0.188
  • APICAL_SURFACE-0.095
  • HEDGEHOG_SIGNALING+0.001
  • BILE_ACID_METABOLISM+0.034
  • APICAL_JUNCTION+0.041
  • GLYCOLYSIS+0.059
  • CHOLESTEROL_HOMEOSTASIS+0.071

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
19ECB653A-A04F-457C-92FC-D13424511A47
brain-umap@2
0.956
2165395C6-1028-49DF-B15D-4D8064D00995
brain-umap@2
0.951
3SRR934921
brain-umap@2
0.943
48730AABF-0720-4754-82B0-722150A485B8
brain-umap@2
0.943
56292335B-7CBB-45BE-AA2A-B39FFDA8768D
brain-umap@2
0.941
6B583566B-A014-417A-A973-41204DC35ECF
brain-umap@2
0.939
7SRR934807
brain-umap@2
0.937
81B1E827B-A98A-465E-AC6F-448C076E829D
brain-umap@2
0.936
9385ECC71-2BF4-4E14-B2CC-8423E79BDEBE
brain-umap@2
0.936
10C13F6AB6-41C0-4F51-A240-BA4F4410B68E
brain-umap@2
0.936

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.579Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.565Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.533Inavolisib— uncovered
NOTCH_SIGNALING0.517Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.516Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.515Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.508Inavolisib— uncovered
TGF_BETA_SIGNALING0.493Inavolisib— uncovered
MYC_TARGETS_V10.460Inavolisib— uncovered
PROTEIN_SECRETION0.431Remibrutinib— uncovered
APOPTOSIS0.420Idelalisib— uncovered
COMPLEMENT0.401Inavolisib— uncovered
IL2_STAT5_SIGNALING0.378Idelalisib— uncovered
KRAS_SIGNALING_UP0.374Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.353Idelalisib— uncovered
G2M_CHECKPOINT0.349Inavolisib— uncovered
MTORC1_SIGNALING0.319Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.312Inavolisib— uncovered
ANDROGEN_RESPONSE0.297Inavolisib— uncovered
MITOTIC_SPINDLE0.293Inavolisib— uncovered