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

E3818BAA-BA28-4CE4-A745-BB3692883888

3aedddd5-39df-5816-a735-e014bcf01cf6

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
48.29172141918528
age_years
39
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • NOTCH_SIGNALING+0.499
  • OXIDATIVE_PHOSPHORYLATION+0.285
  • UV_RESPONSE_DN+0.270
  • MTORC1_SIGNALING+0.267
  • TGF_BETA_SIGNALING+0.258
  • WNT_BETA_CATENIN_SIGNALING+0.249
  • HEDGEHOG_SIGNALING+0.244
  • MYC_TARGETS_V1+0.238
  • MYC_TARGETS_V2+0.215
  • MITOTIC_SPINDLE+0.194

Top 10 suppressed

  • IL6_JAK_STAT3_SIGNALING-0.453
  • INTERFERON_ALPHA_RESPONSE-0.432
  • INTERFERON_GAMMA_RESPONSE-0.431
  • TNFA_SIGNALING_VIA_NFKB-0.430
  • ALLOGRAFT_REJECTION-0.399
  • ANGIOGENESIS-0.356
  • IL2_STAT5_SIGNALING-0.316
  • INFLAMMATORY_RESPONSE-0.312
  • APOPTOSIS-0.295
  • COAGULATION-0.283

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1BAA2D0D4-DD8C-4F80-8D37-986AFC578536
brain-umap@2
0.899
29F204EEA-9026-4367-8586-C2127D55AC5E
brain-umap@2
0.888
3713B4DA5-FA8A-4E52-BACF-19B912467FBB
brain-umap@2
0.883
4EF7D394C-BAB6-4826-AE09-9E5E884E0023
brain-umap@2
0.870
50D8C7EC1-9BFB-44A1-8AF8-05D2A6BBE0F9
brain-umap@2
0.868
6ERR2598195
medullo-epn-umap@date-based
fetalfetal0.859
7D47BE4CF-FF4F-4422-89AE-9AFAE192309C
brain-umap@2
0.857
89E2420C3-FD2A-45BB-B5A3-DC25D9F7CB3C
brain-umap@2
0.857
94549956C-8D25-4B37-894C-E82D5C7684F0
brain-umap@2
0.852
10A770E81F-8898-4632-A839-7950EED7CF7A
brain-umap@2
0.849

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
NOTCH_SIGNALING0.499Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.285Remibrutinib— uncovered
UV_RESPONSE_DN0.270Inavolisib— uncovered
MTORC1_SIGNALING0.267Inavolisib— uncovered
TGF_BETA_SIGNALING0.258Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.249Inavolisib— uncovered
HEDGEHOG_SIGNALING0.244Inavolisib— uncovered
MYC_TARGETS_V10.238Inavolisib— uncovered
MYC_TARGETS_V20.215Idelalisib— uncovered
MITOTIC_SPINDLE0.194Inavolisib— uncovered
G2M_CHECKPOINT0.179Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.167Idelalisib— uncovered
E2F_TARGETS0.148Inavolisib— uncovered
PROTEIN_SECRETION0.134Remibrutinib— uncovered
ADIPOGENESIS0.127Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.110Remibrutinib— uncovered
DNA_REPAIR0.101Idelalisib— uncovered
PANCREAS_BETA_CELLS0.094Cobimetinib— uncovered
ESTROGEN_RESPONSE_EARLY0.061Inavolisib— uncovered
PEROXISOME0.050Idelalisib— uncovered