Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
KIRhub 2.0
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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
1TCGA-GU-A763-01A-11R-A32O-07
bladder-landscape@3
0.866
2TCGA-MT-A67A-01A-11R-A30B-07
head-neck@1
0.845
3SRR5088856
melanoma-umap@29
0.833
479e77cb6-d567-4e9b-99df-e38e6e05d72e
melanoma-umap@29
0.807
5SRR2016956
head-neck@1
0.802
6MDT-AP-1302
medullo-epn-umap@date-based
MedMedulloblastoma0.800
7SRR10900578
melanoma-umap@29
0.800
8C3N-01071
lung-landscapes@6
cohortA40.796
9TCGA-D6-A74Q-01A-11R-A34R-07
head-neck@1
0.790
10BS_TNRHHYNC
brain-umap@2
Spinal Cord Ependymoma0.789

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.500Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.400Remibrutinib— uncovered
DNA_REPAIR0.300Idelalisib— uncovered
MYC_TARGETS_V10.200Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.200Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.100Remibrutinib— uncovered
GLYCOLYSIS0.100Inavolisib— uncovered
KRAS_SIGNALING_DN0.100Remibrutinib— uncovered
P53_PATHWAY0.100Idelalisib— uncovered
PANCREAS_BETA_CELLS0.100Cobimetinib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered
UV_RESPONSE_UP0.100Idelalisib— uncovered