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

58c2404d-b213-4a7f-a8fc-11081a88091b

8ad03948-c46f-5e13-8095-b4ce9df34202

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
age_years
58

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
1SRR8518289
breast-umap@18
E0.911
2SRR8518323
breast-umap@18
E0.896
3TCGA-A2-A4S3-01A-21R-A266-07
breast-umap@18
B0.879
4KG1_HAEMATOPOIETIC_AND_LYMPHOID_TISSUE
ccle-aml@v2024.1
AML0.869
5e8381a92.5379.4ece.8414.230d0f0026e1
lung-landscapes@6
cohortA10.866
620020093.Her2HRneg
breast-umap@18
E0.862
7TCGA-18-3416-01A-01R-0980-07
lung-landscapes@6
cohortSQ20.861
8SRR6013522
lung-landscapes@6
cohortSQ10.855
9TCGA-AR-A0TU-01A-31R-A109-07
breast-umap@18
E0.854
10SRR33346961
bladder-landscape@3
0.854

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.640Inavolisib— uncovered
MYC_TARGETS_V20.590Idelalisib— uncovered
G2M_CHECKPOINT0.550Inavolisib— uncovered
MYC_TARGETS_V10.480Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.400Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.390Inavolisib— uncovered
ALLOGRAFT_REJECTION0.340Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.340Idelalisib— uncovered
MITOTIC_SPINDLE0.300Inavolisib— uncovered
MTORC1_SIGNALING0.270Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.250Inavolisib— uncovered
SPERMATOGENESIS0.250Inavolisib— uncovered
DNA_REPAIR0.230Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.170Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.150Idelalisib— uncovered
GLYCOLYSIS0.040Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.040Inavolisib— uncovered
UV_RESPONSE_UP0.030Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.020Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.010Idelalisib— uncovered