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

C3N-03662

· cohortSQ2

a2a829ac-3d56-553f-8035-39eae8212812

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
cohortSQ2
subtype
cohortSQ2
age_years
64.97467488

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
120110025.TNBC
breast-umap@18
E0.895
2TCGA-B6-A0I6-01A-11R-A034-07
breast-umap@18
E0.892
3TCGA-21-5783-01A-41R-2187-07
lung-landscapes@6
cohortMD10.892
4TCGA-51-4081-01A-01R-1100-07
lung-landscapes@6
cohortSQ20.879
5TCGA-22-4593-01A-21R-1820-07
lung-landscapes@6
cohortSQ10.872
6TCGA-AR-A0TP-01A-11R-A084-07
breast-umap@18
E0.869
7C3L-02168
lung-landscapes@6
cohortSQ20.867
8TCGA-43-6770-01A-11R-1820-07
lung-landscapes@6
cohortSQ20.857
9TCGA-AN-A0FX-01A-11R-A034-07
breast-umap@18
E0.841
1020130126.TNBC
breast-umap@18
E0.826

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
HEDGEHOG_SIGNALING0.520Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.500Inavolisib— uncovered
E2F_TARGETS0.470Inavolisib— uncovered
G2M_CHECKPOINT0.440Inavolisib— uncovered
MYC_TARGETS_V10.330Inavolisib— uncovered
TGF_BETA_SIGNALING0.330Inavolisib— uncovered
MITOTIC_SPINDLE0.320Inavolisib— uncovered
HYPOXIA0.300Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.300Inavolisib— uncovered
MYC_TARGETS_V20.290Idelalisib— uncovered
UV_RESPONSE_DN0.250Inavolisib— uncovered
APICAL_SURFACE0.230Temsirolimus— uncovered
MTORC1_SIGNALING0.230Inavolisib— uncovered
ANGIOGENESIS0.180Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.180Idelalisib— uncovered
MYOGENESIS0.160Inavolisib— uncovered
APICAL_JUNCTION0.150Inavolisib— uncovered
SPERMATOGENESIS0.130Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.120Inavolisib— uncovered
P53_PATHWAY0.080Idelalisib— uncovered