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

57AA1143-0FA1-4197-8CBE-517F6B885753

3c46d7d1-bb57-5f94-a167-9ee5662b5664

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
43.856767411300915
age_years
44
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

  • INTERFERON_ALPHA_RESPONSE+0.671
  • INTERFERON_GAMMA_RESPONSE+0.525
  • MYC_TARGETS_V1+0.465
  • NOTCH_SIGNALING+0.445
  • DNA_REPAIR+0.377
  • G2M_CHECKPOINT+0.370
  • PROTEIN_SECRETION+0.366
  • E2F_TARGETS+0.360
  • UNFOLDED_PROTEIN_RESPONSE+0.360
  • ALLOGRAFT_REJECTION+0.356

Top 10 suppressed

  • MYOGENESIS-0.346
  • KRAS_SIGNALING_DN-0.278
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.255
  • PANCREAS_BETA_CELLS-0.241
  • SPERMATOGENESIS-0.229
  • ANGIOGENESIS-0.176
  • HYPOXIA-0.135
  • ESTROGEN_RESPONSE_LATE-0.133
  • COAGULATION-0.108
  • TNFA_SIGNALING_VIA_NFKB-0.078

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
137E6F027-C405-4671-80BD-CC40684DE803
brain-umap@2
0.932
2B4E10042-052D-4DC4-BC94-FF1D5D4632C0
brain-umap@2
0.922
3E16AD7E1-29DA-4B8F-8B12-A8A6BBAA9174
brain-umap@2
0.914
4AAD8D181-FDC2-4722-B5CD-45344E0905E0
brain-umap@2
0.908
50F8BE394-BA6A-401C-87D0-9B3CF50FB0C8
brain-umap@2
0.904
6SRR934819
brain-umap@2
0.895
74880B586-BA92-48B2-A233-5C245D2E31C0
brain-umap@2
0.893
8C9523C23-CF9B-4C33-A256-4106AD46729D
brain-umap@2
0.888
97604968C-689A-458D-96BA-33B163B238F8
brain-umap@2
0.886
10C81B24AB-2DBA-4624-A1D4-D4DCAC714506
brain-umap@2
0.885

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.671Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.525Idelalisib— uncovered
MYC_TARGETS_V10.465Inavolisib— uncovered
NOTCH_SIGNALING0.445Inavolisib— uncovered
DNA_REPAIR0.377Idelalisib— uncovered
G2M_CHECKPOINT0.370Inavolisib— uncovered
PROTEIN_SECRETION0.366Remibrutinib— uncovered
E2F_TARGETS0.360Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.360Idelalisib— uncovered
ALLOGRAFT_REJECTION0.356Idelalisib— uncovered
MYC_TARGETS_V20.353Idelalisib— uncovered
MTORC1_SIGNALING0.345Inavolisib— uncovered
TGF_BETA_SIGNALING0.319Inavolisib— uncovered
ADIPOGENESIS0.307Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.294Remibrutinib— uncovered
PEROXISOME0.290Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.274Inavolisib— uncovered
MITOTIC_SPINDLE0.273Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.267Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.242Inavolisib— uncovered