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

BE71F250-1529-43BD-84F3-3AFE1B42D77D

be676b60-83d1-5254-9c69-c4ca3d6ade71

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
16.491458607095925
age_years
23
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+0.555
  • MYC_TARGETS_V1+0.510
  • CHOLESTEROL_HOMEOSTASIS+0.484
  • MYC_TARGETS_V2+0.443
  • E2F_TARGETS+0.396
  • G2M_CHECKPOINT+0.392
  • UNFOLDED_PROTEIN_RESPONSE+0.341
  • ADIPOGENESIS+0.338
  • MITOTIC_SPINDLE+0.338
  • MTORC1_SIGNALING+0.336

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.342
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.235
  • SPERMATOGENESIS-0.197
  • MYOGENESIS-0.196
  • ALLOGRAFT_REJECTION-0.132
  • INTERFERON_GAMMA_RESPONSE-0.126
  • ANGIOGENESIS-0.122
  • COAGULATION-0.102
  • ESTROGEN_RESPONSE_LATE-0.080
  • INTERFERON_ALPHA_RESPONSE-0.072

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
1A0A24949-483B-4250-B11E-2BCE49F302AC
brain-umap@2
0.922
2B7B9B5C1-C11D-47B8-B2F8-A5660AB961C1
brain-umap@2
0.908
3D0F8B6CA-5F3B-4B66-BCC5-72C17325DABF
brain-umap@2
0.897
41F4B7E2E-E242-410A-AE78-8FC412D3C0A9
brain-umap@2
0.892
5SRR934969
brain-umap@2
0.891
663204446-7AA0-40DC-996D-440F4E19AD0F
brain-umap@2
0.891
7431CF176-101C-482F-B2A4-617ADF6475A8
brain-umap@2
0.891
86990AABF-A5F4-4784-91FF-286A0EE6A618
brain-umap@2
0.886
967B5E93E-6F06-4247-86DD-A914279EFFC5
brain-umap@2
0.884
10BE6A3670-34C4-4FD3-9794-C5B3254D9224
brain-umap@2
0.883

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
NOTCH_SIGNALING0.555Inavolisib— uncovered
MYC_TARGETS_V10.510Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.484Remibrutinib— uncovered
MYC_TARGETS_V20.443Idelalisib— uncovered
E2F_TARGETS0.396Inavolisib— uncovered
G2M_CHECKPOINT0.392Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.341Idelalisib— uncovered
ADIPOGENESIS0.338Inavolisib— uncovered
MITOTIC_SPINDLE0.338Inavolisib— uncovered
MTORC1_SIGNALING0.336Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.323Inavolisib— uncovered
DNA_REPAIR0.315Idelalisib— uncovered
TGF_BETA_SIGNALING0.304Inavolisib— uncovered
ANDROGEN_RESPONSE0.263Inavolisib— uncovered
PROTEIN_SECRETION0.262Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.247Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.217Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.195Inavolisib— uncovered
PEROXISOME0.165Idelalisib— uncovered
APOPTOSIS0.119Idelalisib— uncovered