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

BAA2D0D4-DD8C-4F80-8D37-986AFC578536

12d55ae0-5477-536e-a664-271862ac6e45

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
20.59789750328515
age_years
31
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

  • HEDGEHOG_SIGNALING+0.404
  • NOTCH_SIGNALING+0.402
  • PROTEIN_SECRETION+0.399
  • MITOTIC_SPINDLE+0.343
  • ANDROGEN_RESPONSE+0.295
  • CHOLESTEROL_HOMEOSTASIS+0.288
  • WNT_BETA_CATENIN_SIGNALING+0.284
  • OXIDATIVE_PHOSPHORYLATION+0.267
  • UV_RESPONSE_DN+0.247
  • MYC_TARGETS_V2+0.226

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.493
  • COAGULATION-0.433
  • IL6_JAK_STAT3_SIGNALING-0.423
  • INTERFERON_GAMMA_RESPONSE-0.414
  • INFLAMMATORY_RESPONSE-0.367
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.360
  • TNFA_SIGNALING_VIA_NFKB-0.347
  • COMPLEMENT-0.346
  • INTERFERON_ALPHA_RESPONSE-0.336
  • ANGIOGENESIS-0.334

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
1EF7D394C-BAB6-4826-AE09-9E5E884E0023
brain-umap@2
0.950
2713B4DA5-FA8A-4E52-BACF-19B912467FBB
brain-umap@2
0.929
39E2420C3-FD2A-45BB-B5A3-DC25D9F7CB3C
brain-umap@2
0.925
4D47BE4CF-FF4F-4422-89AE-9AFAE192309C
brain-umap@2
0.906
5DE406E2B-39AF-4A24-B2BE-0F7CDCBE9D85
brain-umap@2
0.903
6E3818BAA-BA28-4CE4-A745-BB3692883888
brain-umap@2
0.899
79F204EEA-9026-4367-8586-C2127D55AC5E
brain-umap@2
0.894
8A770E81F-8898-4632-A839-7950EED7CF7A
brain-umap@2
0.888
92C70D7BF-85C4-447B-B0F9-A129D6B49E77
brain-umap@2
0.886
10SRR934798
brain-umap@2
0.881

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
HEDGEHOG_SIGNALING0.404Inavolisib— uncovered
NOTCH_SIGNALING0.402Inavolisib— uncovered
PROTEIN_SECRETION0.399Remibrutinib— uncovered
MITOTIC_SPINDLE0.343Inavolisib— uncovered
ANDROGEN_RESPONSE0.295Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.288Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.284Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.267Remibrutinib— uncovered
UV_RESPONSE_DN0.247Inavolisib— uncovered
MYC_TARGETS_V20.226Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.198Idelalisib— uncovered
MTORC1_SIGNALING0.192Inavolisib— uncovered
G2M_CHECKPOINT0.181Inavolisib— uncovered
DNA_REPAIR0.157Idelalisib— uncovered
FATTY_ACID_METABOLISM0.147Inavolisib— uncovered
TGF_BETA_SIGNALING0.143Inavolisib— uncovered
ADIPOGENESIS0.114Inavolisib— uncovered
E2F_TARGETS0.106Inavolisib— uncovered
MYC_TARGETS_V10.106Inavolisib— uncovered
HEME_METABOLISM0.103Temsirolimus— uncovered