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

7ACD648E-76FD-4C83-86AA-51F581A0B09C

2330dea2-d208-5aaf-9943-1a4878856298

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
40.37450722733246
age_years
25
sex
Female

GSVA pathway preview (0 Hallmark scores)

MeasuredDerivedReference

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

No GSVA scores available for this sample.

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
10915FD2C-0C30-4437-83BA-DFBDF3CDBC61
brain-umap@2
0.882
224F914FE-3DF0-4286-9231-9D525A777306
brain-umap@2
0.881
351708DA2-649D-4817-BB26-7FD153C65965
brain-umap@2
0.879
47779D220-647F-4D6C-890B-022208B51F57
brain-umap@2
0.870
5SRR934870
brain-umap@2
0.861
653BA607F-7939-40D9-BEFA-DC4ABDC7630B
brain-umap@2
0.861
71F4B7E2E-E242-410A-AE78-8FC412D3C0A9
brain-umap@2
0.860
8SRR934724
brain-umap@2
0.856
917C2A071-0813-4992-96D8-5C432D6EC9E6
brain-umap@2
0.854
10E81FA8B7-3FFE-4F73-94AF-0B5257D7F81A
brain-umap@2
0.850

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
NOTCH_SIGNALING0.477Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.410Inavolisib— uncovered
MITOTIC_SPINDLE0.376Inavolisib— uncovered
MYC_TARGETS_V20.335Idelalisib— uncovered
DNA_REPAIR0.324Idelalisib— uncovered
TGF_BETA_SIGNALING0.313Inavolisib— uncovered
G2M_CHECKPOINT0.307Inavolisib— uncovered
ADIPOGENESIS0.247Inavolisib— uncovered
MYC_TARGETS_V10.230Inavolisib— uncovered
E2F_TARGETS0.220Inavolisib— uncovered
HEME_METABOLISM0.183Temsirolimus— uncovered
PROTEIN_SECRETION0.168Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.168Idelalisib— uncovered
PEROXISOME0.147Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.130Remibrutinib— uncovered
UV_RESPONSE_DN0.115Inavolisib— uncovered
FATTY_ACID_METABOLISM0.085Inavolisib— uncovered
HEDGEHOG_SIGNALING0.075Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.070Inavolisib— uncovered
BILE_ACID_METABOLISM0.067Inavolisib— uncovered