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

569BCFB6-7B4D-459A-962A-4C148889CE2C

c22822d0-a368-5c6f-982f-9376cf369223

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
19.842312746386334
age_years
59
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

  • E2F_TARGETS+0.543
  • G2M_CHECKPOINT+0.507
  • MYC_TARGETS_V2+0.498
  • MYC_TARGETS_V1+0.462
  • DNA_REPAIR+0.461
  • NOTCH_SIGNALING+0.421
  • ANGIOGENESIS+0.417
  • WNT_BETA_CATENIN_SIGNALING+0.407
  • INTERFERON_ALPHA_RESPONSE+0.384
  • UNFOLDED_PROTEIN_RESPONSE+0.317

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.360
  • PANCREAS_BETA_CELLS-0.201
  • SPERMATOGENESIS-0.188
  • ESTROGEN_RESPONSE_EARLY-0.182
  • INFLAMMATORY_RESPONSE-0.180
  • MYOGENESIS-0.145
  • HEDGEHOG_SIGNALING-0.136
  • APICAL_SURFACE-0.114
  • ESTROGEN_RESPONSE_LATE-0.096
  • IL6_JAK_STAT3_SIGNALING-0.077

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
1SRR934817
brain-umap@2
0.934
24FE5EDE2-7790-4A75-9BB6-93260A8154A0
brain-umap@2
0.929
35B474B14-FB1C-4B54-A9E8-3D652ADE6BA4
brain-umap@2
0.916
4A4821960-9921-4B07-98CE-C4FDCA15146D
brain-umap@2
0.914
5F226F6D3-DE88-4B15-A0F1-63EDB55E8F9D
brain-umap@2
0.911
64BB9587B-88CB-4BD9-BE1D-2CDF61337579
brain-umap@2
0.900
7C8E7072F-6FBB-4BF8-8917-0C0CBDAF7605
brain-umap@2
0.898
83941F338-3165-4CCA-9108-65A110186E6B
brain-umap@2
0.898
92F382D6A-B26F-450A-A156-9407D14538CD
brain-umap@2
0.897
1055E3F1FB-D55D-42F8-A9E1-7828F7BFF595
brain-umap@2
0.896

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.543Inavolisib— uncovered
G2M_CHECKPOINT0.507Inavolisib— uncovered
MYC_TARGETS_V20.498Idelalisib— uncovered
MYC_TARGETS_V10.462Inavolisib— uncovered
DNA_REPAIR0.461Idelalisib— uncovered
NOTCH_SIGNALING0.421Inavolisib— uncovered
ANGIOGENESIS0.417Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.407Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.384Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.317Idelalisib— uncovered
MITOTIC_SPINDLE0.309Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.299Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.299Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.293Inavolisib— uncovered
PROTEIN_SECRETION0.275Remibrutinib— uncovered
MTORC1_SIGNALING0.273Inavolisib— uncovered
ADIPOGENESIS0.264Inavolisib— uncovered
TGF_BETA_SIGNALING0.243Inavolisib— uncovered
APOPTOSIS0.235Idelalisib— uncovered
ANDROGEN_RESPONSE0.230Inavolisib— uncovered