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

56BBED6E-8ADB-430B-A85C-D3773F929447

8b006a9f-3517-5a28-bc58-52652f4af7e0

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
26.379763469119577
age_years
69
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

  • INTERFERON_ALPHA_RESPONSE+0.496
  • ANGIOGENESIS+0.476
  • DNA_REPAIR+0.460
  • INTERFERON_GAMMA_RESPONSE+0.446
  • E2F_TARGETS+0.422
  • ALLOGRAFT_REJECTION+0.410
  • MYC_TARGETS_V1+0.372
  • IL6_JAK_STAT3_SIGNALING+0.360
  • OXIDATIVE_PHOSPHORYLATION+0.360
  • MYC_TARGETS_V2+0.347

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.419
  • KRAS_SIGNALING_DN-0.348
  • ESTROGEN_RESPONSE_EARLY-0.283
  • ANDROGEN_RESPONSE-0.269
  • SPERMATOGENESIS-0.253
  • PANCREAS_BETA_CELLS-0.226
  • MYOGENESIS-0.220
  • UV_RESPONSE_DN-0.218
  • MITOTIC_SPINDLE-0.203
  • APICAL_SURFACE-0.130

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
14EA4A8AE-581A-4170-8062-99645CB41337
brain-umap@2
0.935
2B99430AD-6309-4B90-A0AA-A5B2FA746246
brain-umap@2
0.931
3A2170829-B80C-49F2-8FB6-39B8ACFB27CB
brain-umap@2
0.925
4FCD3124F-0F41-448E-B2B9-D9934D4EC1A7
brain-umap@2
0.919
5FFECD0E9-70C2-44BD-B0B4-E8C4B60B793A
brain-umap@2
0.916
6SRR934883
brain-umap@2
0.914
74B4647B5-1964-49A9-AC25-89AB4A669341
brain-umap@2
0.913
8CC9815B3-88D0-4376-B96F-B979E1FBD0C7
brain-umap@2
0.912
991E04630-B2A7-448E-8C80-580818C9D7E6
brain-umap@2
0.911
10E92DD0CC-DD0F-469D-8357-228A4A67DBD6
brain-umap@2
0.902

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.496Inavolisib— uncovered
ANGIOGENESIS0.476Remibrutinib— uncovered
DNA_REPAIR0.460Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.446Idelalisib— uncovered
E2F_TARGETS0.422Inavolisib— uncovered
ALLOGRAFT_REJECTION0.410Idelalisib— uncovered
MYC_TARGETS_V10.372Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.360Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.360Remibrutinib— uncovered
MYC_TARGETS_V20.347Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.337Inavolisib— uncovered
COAGULATION0.336Binimetinib— uncovered
NOTCH_SIGNALING0.322Inavolisib— uncovered
G2M_CHECKPOINT0.296Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.289Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.278Idelalisib— uncovered
APOPTOSIS0.275Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.262Inavolisib— uncovered
MTORC1_SIGNALING0.255Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.247Idelalisib— uncovered