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

MNG517

e7a40ba6-e5e0-5b29-b5d6-ea6e72743e99

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

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1R25
bladder-landscape@3
0.861
2R309
bladder-landscape@3
0.837
3SRR5088864
melanoma-umap@29
0.818
4TCGA-39-5037-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.813
5SRR8518345
breast-umap@18
E0.806
6BS_74FS6GMW
brain-umap@2
ATRT0.800
7C3N-02434
lung-landscapes@6
cohortSQ20.799
8C3L-03965
lung-landscapes@6
cohortSQ20.799
9MDT-AP-0426
medullo-epn-umap@date-based
MedMedulloblastoma0.795
10C3N-01074
lung-landscapes@6
cohortA30.795

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.436Inavolisib— uncovered
MYC_TARGETS_V20.435Idelalisib— uncovered
G2M_CHECKPOINT0.366Inavolisib— uncovered
MYC_TARGETS_V10.339Inavolisib— uncovered
PANCREAS_BETA_CELLS0.305Cobimetinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.225Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.205Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.185Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.179Idelalisib— uncovered
FATTY_ACID_METABOLISM0.172Inavolisib— uncovered
MTORC1_SIGNALING0.171Inavolisib— uncovered
KRAS_SIGNALING_DN0.163Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.152Inavolisib— uncovered
UV_RESPONSE_UP0.119Idelalisib— uncovered
SPERMATOGENESIS0.113Inavolisib— uncovered
DNA_REPAIR0.105Idelalisib— uncovered
GLYCOLYSIS0.098Inavolisib— uncovered
BILE_ACID_METABOLISM0.088Inavolisib— uncovered
HYPOXIA0.077Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.073Inavolisib— uncovered