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

2B311620-94F3-4B53-B66A-81AC0A32453B

e0260860-3a89-5c61-ab03-b01375c0767a

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
5.7490144546649145
age_years
60
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

  • TNFA_SIGNALING_VIA_NFKB+0.625
  • E2F_TARGETS+0.578
  • INTERFERON_ALPHA_RESPONSE+0.562
  • INTERFERON_GAMMA_RESPONSE+0.554
  • IL6_JAK_STAT3_SIGNALING+0.547
  • G2M_CHECKPOINT+0.543
  • ANGIOGENESIS+0.526
  • MYC_TARGETS_V1+0.507
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.461
  • MYC_TARGETS_V2+0.461

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.377
  • PANCREAS_BETA_CELLS-0.296
  • SPERMATOGENESIS-0.180
  • BILE_ACID_METABOLISM-0.173
  • MYOGENESIS-0.061
  • HEME_METABOLISM-0.047
  • UV_RESPONSE_DN-0.010
  • HEDGEHOG_SIGNALING+0.003
  • ESTROGEN_RESPONSE_EARLY+0.012
  • WNT_BETA_CATENIN_SIGNALING+0.025

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
1SRR934874
brain-umap@2
0.978
265F93AB7-AA99-49B5-8D59-7D0DE9CA9E34
brain-umap@2
0.976
3A678E1E5-E02D-49A1-BB2B-C91A60E6382E
brain-umap@2
0.974
4C33EDB64-C7B9-49A1-AE73-1D293F8522F6
brain-umap@2
0.972
5SRR934722
brain-umap@2
0.971
6AF0A7BAA-D031-4C9F-91B7-7034F2C49D72
brain-umap@2
0.970
7SRR934965
brain-umap@2
0.969
8795FBB8C-0E74-477F-AA27-1CE97A4E90B9
brain-umap@2
0.969
99BFF7746-9003-4941-9590-0B813E00B326
brain-umap@2
0.968
1030D8578D-0B48-4D03-9E39-6425494ECD5C
brain-umap@2
0.968

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.625Inavolisib— uncovered
E2F_TARGETS0.578Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.562Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.554Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.547Inavolisib— uncovered
G2M_CHECKPOINT0.543Inavolisib— uncovered
ANGIOGENESIS0.526Remibrutinib— uncovered
MYC_TARGETS_V10.507Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.461Inavolisib— uncovered
MYC_TARGETS_V20.461Idelalisib— uncovered
ALLOGRAFT_REJECTION0.459Idelalisib— uncovered
MTORC1_SIGNALING0.456Inavolisib— uncovered
NOTCH_SIGNALING0.446Inavolisib— uncovered
DNA_REPAIR0.441Idelalisib— uncovered
HYPOXIA0.440Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.431Idelalisib— uncovered
APOPTOSIS0.416Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.409Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.394Idelalisib— uncovered
GLYCOLYSIS0.379Inavolisib— uncovered