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

f7683b51.cca9.4079.9e34.b9a4fdd27d85

· cohortA1

83de31b6-fa12-58fc-bec8-ff079da5ae0e

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
cohortA1
subtype
cohortA1
age_years
79

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
1C3L-00893
lung-landscapes@6
cohortA10.862
2TCGA-73-7498-01A-12R-2187-07
lung-landscapes@6
cohortA20.859
3TCGA-E2-A1IL-01A-11R-A14D-07
breast-umap@18
B0.839
4BS_55P8HPYD
brain-umap@2
pilocytic astrocytoma0.838
5X2ea5b654.8b53.4e39.8f1a.129a46474ae2
lung-landscapes@6
cohortA10.836
6C3N-02973
lung-landscapes@6
cohortA10.834
7TCGA-55-8087-01A-11R-2241-07
lung-landscapes@6
cohortA10.823
8TCGA-69-7764-01A-11R-2170-07
lung-landscapes@6
cohortA20.813
9C3L-02958
lung-landscapes@6
cohortA10.813
10ULC0569T_S27
lung-landscapes@6
cohortA10.806

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
NOTCH_SIGNALING0.330Inavolisib— uncovered
PEROXISOME0.330Idelalisib— uncovered
BILE_ACID_METABOLISM0.270Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.240Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.210Inavolisib— uncovered
MYOGENESIS0.190Inavolisib— uncovered
FATTY_ACID_METABOLISM0.170Inavolisib— uncovered
ANDROGEN_RESPONSE0.120Inavolisib— uncovered
UV_RESPONSE_DN0.120Inavolisib— uncovered
PROTEIN_SECRETION0.110Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.100Inavolisib— uncovered
TGF_BETA_SIGNALING0.100Inavolisib— uncovered
ADIPOGENESIS0.090Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.090Inavolisib— uncovered
HEME_METABOLISM0.080Temsirolimus— uncovered
WNT_BETA_CATENIN_SIGNALING0.040Inavolisib— uncovered
APICAL_JUNCTION0.030Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.020Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.020Remibrutinib— uncovered