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

E16AD7E1-29DA-4B8F-8B12-A8A6BBAA9174

b62700a8-77da-5ac8-b9ff-309334bdca16

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
16.918528252299605
age_years
38
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+0.547
  • MYC_TARGETS_V1+0.495
  • MYC_TARGETS_V2+0.475
  • INTERFERON_GAMMA_RESPONSE+0.433
  • PROTEIN_SECRETION+0.368
  • NOTCH_SIGNALING+0.364
  • UNFOLDED_PROTEIN_RESPONSE+0.360
  • DNA_REPAIR+0.353
  • ALLOGRAFT_REJECTION+0.352
  • OXIDATIVE_PHOSPHORYLATION+0.308

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.409
  • ANGIOGENESIS-0.377
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.350
  • MYOGENESIS-0.312
  • SPERMATOGENESIS-0.305
  • COAGULATION-0.241
  • APICAL_JUNCTION-0.219
  • HYPOXIA-0.211
  • ESTROGEN_RESPONSE_LATE-0.167
  • ESTROGEN_RESPONSE_EARLY-0.156

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
157AA1143-0FA1-4197-8CBE-517F6B885753
brain-umap@2
0.914
237DF227E-8B22-4757-A65C-87C6F28F87D4
brain-umap@2
0.908
337E6F027-C405-4671-80BD-CC40684DE803
brain-umap@2
0.903
4SRR934891
brain-umap@2
0.893
57E7AAFFD-6EEB-4357-88AD-9EB12BB78602
brain-umap@2
0.881
676987B28-B56B-4A1F-B77C-1E08B8EFEF90
brain-umap@2
0.875
767B2F9CD-759E-4300-8F4B-1B5C4F9E0B1C
brain-umap@2
0.861
863204446-7AA0-40DC-996D-440F4E19AD0F
brain-umap@2
0.856
927C775C6-ABAD-44BE-B995-21DC4C68C399
brain-umap@2
0.855
10E0173AAB-678A-46E0-B701-C79A6BE9B9D8
brain-umap@2
0.851

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
INTERFERON_ALPHA_RESPONSE0.547Inavolisib— uncovered
MYC_TARGETS_V10.495Inavolisib— uncovered
MYC_TARGETS_V20.475Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.433Idelalisib— uncovered
PROTEIN_SECRETION0.368Remibrutinib— uncovered
NOTCH_SIGNALING0.364Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.360Idelalisib— uncovered
DNA_REPAIR0.353Idelalisib— uncovered
ALLOGRAFT_REJECTION0.352Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.308Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.298Remibrutinib— uncovered
MTORC1_SIGNALING0.292Inavolisib— uncovered
E2F_TARGETS0.282Inavolisib— uncovered
TGF_BETA_SIGNALING0.272Inavolisib— uncovered
G2M_CHECKPOINT0.270Inavolisib— uncovered
ADIPOGENESIS0.211Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.204Inavolisib— uncovered
MITOTIC_SPINDLE0.197Inavolisib— uncovered
HEDGEHOG_SIGNALING0.173Inavolisib— uncovered
UV_RESPONSE_UP0.128Idelalisib— uncovered