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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005ce9cd-c71c-5526-9df6-def2fcd217bc

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR12475107
colon-landscapes@1
0.877
2TCGA-AC-A6NO-01A-12R-A33J-07
breast-umap@18
B0.873
3SRR2932822
head-neck@1
0.870
479227609-ce40-4cf9-a9eb-16732cc2bfc5
colon-landscapes@1
0.864
5TCGA-QK-A8Z7-01A-11R-A39I-07
head-neck@1
0.864
6TCGA-60-2716-01A-01R-0851-07
lung-landscapes@6
cohortSQ10.862
7TCGA-AN-A0AR-01A-11R-A00Z-07
breast-umap@18
E0.862
82d8478f6-41ac-47f5-ac3c-337af7245f5b
colon-landscapes@1
0.858
9BS_4D9DD103
brain-umap@2
medulloblastoma0.858
10MNG662
mng-umap@100
0.857

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.510Idelalisib— uncovered
MYC_TARGETS_V10.260Inavolisib— uncovered
DNA_REPAIR0.220Idelalisib— uncovered
E2F_TARGETS0.160Inavolisib— uncovered
BILE_ACID_METABOLISM0.130Inavolisib— uncovered
APICAL_SURFACE0.120Temsirolimus— uncovered
G2M_CHECKPOINT0.120Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.110Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.080Remibrutinib— uncovered
PEROXISOME0.070Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.060Inavolisib— uncovered
UV_RESPONSE_UP0.050Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.020Inavolisib— uncovered
MITOTIC_SPINDLE0.010Inavolisib— uncovered