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

47757643-A7B2-4782-8DAF-AE56BE8777D2

904f3183-8a6c-587d-a695-7a0619434071

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
31.077529566360052
age_years
52
sex
Male

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
128B7B2FC-8270-42E3-95ED-4CC4F0979EE9
brain-umap@2
0.857
2R205
bladder-landscape@3
0.852
3SRR934967
brain-umap@2
0.838
45282B52E-8573-4FC0-9BED-420AE3D2B096
brain-umap@2
0.822
5TCGA-BT-A20U-01A-11R-A14Y-07
bladder-landscape@3
0.817
6BDEB76B7-B7E0-4058-82A2-77E93748C936
brain-umap@2
0.811
7E2C7E2B8-BC9B-476C-A705-CBBCA51F7C26
brain-umap@2
0.808
8CD628EE7-84DE-4D82-840B-73718D006B6F
brain-umap@2
0.807
9TCGA-92-7341-01A-31R-2045-07
lung-landscapes@6
cohortSQ20.802
10SRR12696773
melanoma-umap@29
0.800

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.394Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.379Idelalisib— uncovered
HEDGEHOG_SIGNALING0.378Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.378Inavolisib— uncovered
G2M_CHECKPOINT0.361Inavolisib— uncovered
MYC_TARGETS_V20.355Idelalisib— uncovered
PROTEIN_SECRETION0.346Remibrutinib— uncovered
E2F_TARGETS0.343Inavolisib— uncovered
MITOTIC_SPINDLE0.339Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.324Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.311Remibrutinib— uncovered
UV_RESPONSE_DN0.307Inavolisib— uncovered
ANGIOGENESIS0.293Remibrutinib— uncovered
ANDROGEN_RESPONSE0.287Inavolisib— uncovered
MTORC1_SIGNALING0.282Inavolisib— uncovered
MYC_TARGETS_V10.260Inavolisib— uncovered
DNA_REPAIR0.234Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.227Inavolisib— uncovered
ADIPOGENESIS0.193Inavolisib— uncovered
APICAL_JUNCTION0.160Inavolisib— uncovered