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

DC01D165-E257-49D6-8B9B-37CA7DE398F6

d3648fe6-aad6-5dd0-be28-b1e167ce51d9

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
5.946123521681997
age_years
50
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

  • E2F_TARGETS+0.548
  • MYC_TARGETS_V1+0.537
  • PROTEIN_SECRETION+0.522
  • MTORC1_SIGNALING+0.497
  • G2M_CHECKPOINT+0.489
  • NOTCH_SIGNALING+0.469
  • TGF_BETA_SIGNALING+0.466
  • ANGIOGENESIS+0.443
  • DNA_REPAIR+0.434
  • TNFA_SIGNALING_VIA_NFKB+0.418

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.450
  • SPERMATOGENESIS-0.271
  • PANCREAS_BETA_CELLS-0.242
  • MYOGENESIS-0.200
  • APICAL_SURFACE-0.082
  • ESTROGEN_RESPONSE_LATE-0.080
  • ESTROGEN_RESPONSE_EARLY-0.030
  • BILE_ACID_METABOLISM-0.018
  • XENOBIOTIC_METABOLISM+0.100
  • HEME_METABOLISM+0.105

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
10E66EFB0-712B-4A52-8F75-A37F030CABEF
brain-umap@2
0.977
21A9B5D3A-CEB0-4225-9C3D-CBE98A007A3A
brain-umap@2
0.976
365F93AB7-AA99-49B5-8D59-7D0DE9CA9E34
brain-umap@2
0.976
47876A884-F031-42AB-ADC0-89589760FB6B
brain-umap@2
0.973
59BFF7746-9003-4941-9590-0B813E00B326
brain-umap@2
0.972
666FF1C46-83F0-4EEC-9871-448C8C7EA3AE
brain-umap@2
0.971
730D8578D-0B48-4D03-9E39-6425494ECD5C
brain-umap@2
0.968
8DD203D19-D635-4112-AF75-9724E0A64A0B
brain-umap@2
0.967
9825AC0F8-4D16-4109-AA6A-4648934E3C35
brain-umap@2
0.966
108730AABF-0720-4754-82B0-722150A485B8
brain-umap@2
0.966

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.548Inavolisib— uncovered
MYC_TARGETS_V10.537Inavolisib— uncovered
PROTEIN_SECRETION0.522Remibrutinib— uncovered
MTORC1_SIGNALING0.497Inavolisib— uncovered
G2M_CHECKPOINT0.489Inavolisib— uncovered
NOTCH_SIGNALING0.469Inavolisib— uncovered
TGF_BETA_SIGNALING0.466Inavolisib— uncovered
ANGIOGENESIS0.443Remibrutinib— uncovered
DNA_REPAIR0.434Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.418Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.417Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.416Inavolisib— uncovered
APOPTOSIS0.408Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.403Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.390Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.372Inavolisib— uncovered
IL2_STAT5_SIGNALING0.362Idelalisib— uncovered
COMPLEMENT0.360Inavolisib— uncovered
MYC_TARGETS_V20.357Idelalisib— uncovered
ALLOGRAFT_REJECTION0.348Idelalisib— uncovered