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

7465EA24-534F-45A3-8CD3-AD985E574BFF

0d765516-7f76-57cc-b590-3c3f0c65bafe

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
14.388961892247043
age_years
26
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

  • MYC_TARGETS_V2+0.567
  • CHOLESTEROL_HOMEOSTASIS+0.480
  • MYC_TARGETS_V1+0.473
  • DNA_REPAIR+0.470
  • E2F_TARGETS+0.447
  • G2M_CHECKPOINT+0.409
  • OXIDATIVE_PHOSPHORYLATION+0.408
  • WNT_BETA_CATENIN_SIGNALING+0.404
  • MTORC1_SIGNALING+0.320
  • NOTCH_SIGNALING+0.320

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.318
  • SPERMATOGENESIS-0.277
  • MYOGENESIS-0.230
  • COAGULATION-0.216
  • INFLAMMATORY_RESPONSE-0.212
  • TNFA_SIGNALING_VIA_NFKB-0.196
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.188
  • UV_RESPONSE_DN-0.168
  • HYPOXIA-0.167
  • IL6_JAK_STAT3_SIGNALING-0.155

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
1D837BDD1-8786-4548-8D5F-8506AECF2006
brain-umap@2
0.913
2913D6292-6507-4F86-A120-137CEACE5C9F
brain-umap@2
0.906
37E7AAFFD-6EEB-4357-88AD-9EB12BB78602
brain-umap@2
0.899
446AD8592-A823-48DA-AB51-3CEC34F53E04
brain-umap@2
0.896
5F9FA52F2-BD53-4CE8-B227-5936AE06B76A
brain-umap@2
0.889
683BB732E-132F-4677-B70D-5ADE69831226
brain-umap@2
0.889
7D0F8B6CA-5F3B-4B66-BCC5-72C17325DABF
brain-umap@2
0.887
8111625A4-390B-4D8C-BF80-020062CE9D89
brain-umap@2
0.870
937DF227E-8B22-4757-A65C-87C6F28F87D4
brain-umap@2
0.863
10840B7494-6E8E-4518-874A-0C98EF0CBB72
brain-umap@2
0.863

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.567Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.480Remibrutinib— uncovered
MYC_TARGETS_V10.473Inavolisib— uncovered
DNA_REPAIR0.470Idelalisib— uncovered
E2F_TARGETS0.447Inavolisib— uncovered
G2M_CHECKPOINT0.409Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.408Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.404Inavolisib— uncovered
MTORC1_SIGNALING0.320Inavolisib— uncovered
NOTCH_SIGNALING0.320Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.311Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.305Idelalisib— uncovered
P53_PATHWAY0.290Idelalisib— uncovered
FATTY_ACID_METABOLISM0.223Inavolisib— uncovered
HEDGEHOG_SIGNALING0.216Inavolisib— uncovered
ADIPOGENESIS0.206Inavolisib— uncovered
PANCREAS_BETA_CELLS0.202Cobimetinib— uncovered
INTERFERON_GAMMA_RESPONSE0.200Idelalisib— uncovered
MITOTIC_SPINDLE0.190Inavolisib— uncovered
PEROXISOME0.156Idelalisib— uncovered