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

AFE1F307-45A7-4155-8D51-FEBD6C92947C

96d6d025-e2c3-5762-a9a3-37a4befc046c

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
9.395532194480946
age_years
74
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+0.626
  • INTERFERON_ALPHA_RESPONSE+0.570
  • G2M_CHECKPOINT+0.558
  • MYC_TARGETS_V1+0.555
  • DNA_REPAIR+0.517
  • MYC_TARGETS_V2+0.503
  • INTERFERON_GAMMA_RESPONSE+0.481
  • MTORC1_SIGNALING+0.470
  • ANGIOGENESIS+0.451
  • UNFOLDED_PROTEIN_RESPONSE+0.451

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.394
  • PANCREAS_BETA_CELLS-0.316
  • HEDGEHOG_SIGNALING-0.245
  • APICAL_SURFACE-0.208
  • SPERMATOGENESIS-0.156
  • ESTROGEN_RESPONSE_EARLY-0.131
  • MYOGENESIS-0.057
  • KRAS_SIGNALING_UP-0.015
  • UV_RESPONSE_DN-0.003
  • ANDROGEN_RESPONSE+0.033

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
1EC1C727A-1F71-4C09-B867-7F163424D463
brain-umap@2
0.964
233800B09-6DCC-4BE8-891C-5F34ADAC65B3
brain-umap@2
0.964
3C3F0BD22-6891-44F0-B023-02FC6EDFA7EB
brain-umap@2
0.961
494640BD8-E1D9-482D-A597-4790F6EEA6B7
brain-umap@2
0.958
5CC9815B3-88D0-4376-B96F-B979E1FBD0C7
brain-umap@2
0.956
6A462D32E-3A6A-4E00-A4A7-BAF374D6009C
brain-umap@2
0.956
79BB12A25-E833-4055-8CEF-814EA5454F11
brain-umap@2
0.955
8DE370889-1057-4355-AFD8-CCFCDC6CD00F
brain-umap@2
0.954
930D8578D-0B48-4D03-9E39-6425494ECD5C
brain-umap@2
0.952
10821FCEC2-41D4-48D9-8B75-D87405D075F7
brain-umap@2
0.950

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.626Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.570Inavolisib— uncovered
G2M_CHECKPOINT0.558Inavolisib— uncovered
MYC_TARGETS_V10.555Inavolisib— uncovered
DNA_REPAIR0.517Idelalisib— uncovered
MYC_TARGETS_V20.503Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.481Idelalisib— uncovered
MTORC1_SIGNALING0.470Inavolisib— uncovered
ANGIOGENESIS0.451Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.451Idelalisib— uncovered
HYPOXIA0.439Idelalisib— uncovered
GLYCOLYSIS0.427Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.414Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.389Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.387Inavolisib— uncovered
ALLOGRAFT_REJECTION0.376Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.374Inavolisib— uncovered
APOPTOSIS0.350Idelalisib— uncovered
UV_RESPONSE_UP0.341Idelalisib— uncovered
P53_PATHWAY0.337Idelalisib— uncovered