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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c6e243ee-b2d9-408e-ac05-ccbcffa805ab

0ad01129-5e41-54b5-8371-1c62260735b0

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-AN-A0AK-01A-21R-A00Z-07
breast-umap@18
C0.925
2BS_YBJBSRHV
brain-umap@2
Embryonal tumors0.924
34e2a5058-c190-49de-97f4-0ba7be7ebfe8
colon-landscapes@1
0.919
4TCGA-C8-A1HN-01A-11R-A137-07
breast-umap@18
B0.913
5MNG1063
mng-umap@100
0.905
6BS_052PZFMK
brain-umap@2
high-grade glioma0.902
7SRR12202462
bladder-landscape@3
0.902
8AUR-AFR3-TTM1-A-1-1-R-A743-41
breast-umap@18
C0.901
9SRR10900021
melanoma-umap@29
0.901
10BS_G23JJAZY
medullo-epn-umap@date-based
EPNSupratentorial EPN0.901

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.600Remibrutinib— uncovered
E2F_TARGETS0.500Inavolisib— uncovered
MYC_TARGETS_V10.500Inavolisib— uncovered
PROTEIN_SECRETION0.500Remibrutinib— uncovered
G2M_CHECKPOINT0.400Inavolisib— uncovered
MYC_TARGETS_V20.400Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.400Idelalisib— uncovered
DNA_REPAIR0.300Idelalisib— uncovered
MITOTIC_SPINDLE0.300Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.300Inavolisib— uncovered
ADIPOGENESIS0.200Inavolisib— uncovered
FATTY_ACID_METABOLISM0.200Inavolisib— uncovered
GLYCOLYSIS0.200Inavolisib— uncovered
MTORC1_SIGNALING0.200Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.200Inavolisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered
PEROXISOME0.100Idelalisib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered