Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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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
age_years
64

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1BS_5P1TN10Z
brain-umap@2
Embryonal tumors0.912
2MDT-AP-3401
medullo-epn-umap@date-based
MedMedulloblastoma0.895
3TCGA-56-7730-01A-11R-2125-07
lung-landscapes@6
cohortSQ20.891
4BS_K25F4J3V
brain-umap@2
ATRT0.891
5MNG704
mng-umap@100
0.891
6SRR10900597
melanoma-umap@29
0.888
7TCGA-66-2793-01A-01R-1201-07
lung-landscapes@6
cohortMD10.886
8SRR650141
bladder-landscape@3
0.883
9TCGA-63-7023-01A-11R-1949-07
lung-landscapes@6
cohortSQ20.881
10BS_8SKZ7BRN
brain-umap@2
low-grade glioma0.880

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.580Inavolisib— uncovered
G2M_CHECKPOINT0.550Inavolisib— uncovered
MYC_TARGETS_V20.520Idelalisib— uncovered
MYC_TARGETS_V10.450Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.350Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.270Remibrutinib— uncovered
DNA_REPAIR0.230Idelalisib— uncovered
MITOTIC_SPINDLE0.210Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.140Idelalisib— uncovered
SPERMATOGENESIS0.110Inavolisib— uncovered
MTORC1_SIGNALING0.080Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.050Inavolisib— uncovered
PEROXISOME0.020Idelalisib— uncovered