Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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SRR2016956

ef31f38c-89fe-55a9-bb93-6bb587bc53b3

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
sex
female

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
1SRR12202489
bladder-landscape@3
0.882
2SRR5088856
melanoma-umap@29
0.882
3R230
bladder-landscape@3
0.869
4TCGA-LL-A6FP-01A-11R-A31O-07
breast-umap@18
B0.863
5ERR2208933
melanoma-umap@29
0.857
6MNG42
mng-umap@100
0.850
7cf2834ac-00ed-4372-be25-042f38241196
melanoma-umap@29
0.848
8SRR5088853
melanoma-umap@29
0.848
9TCGA-GU-A763-01A-11R-A32O-07
bladder-landscape@3
0.844
10SRR8518209
breast-umap@18
C0.843

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_V20.310Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.300Remibrutinib— uncovered
DNA_REPAIR0.290Idelalisib— uncovered
MYC_TARGETS_V10.270Inavolisib— uncovered
PEROXISOME0.160Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.100Remibrutinib— uncovered
BILE_ACID_METABOLISM0.090Inavolisib— uncovered
KRAS_SIGNALING_DN0.080Remibrutinib— uncovered
P53_PATHWAY0.080Idelalisib— uncovered
PANCREAS_BETA_CELLS0.070Cobimetinib— uncovered
ESTROGEN_RESPONSE_LATE0.060Idelalisib— uncovered
MTORC1_SIGNALING0.030Inavolisib— uncovered