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

e8381a92.5379.4ece.8414.230d0f0026e1

· cohortA1

0f9ba454-7db1-5ac8-8269-4615fba7f486

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
63

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • E2F_TARGETS+0.620
  • MYC_TARGETS_V2+0.590
  • G2M_CHECKPOINT+0.560
  • MYC_TARGETS_V1+0.540
  • INTERFERON_ALPHA_RESPONSE+0.400
  • INTERFERON_GAMMA_RESPONSE+0.380
  • ALLOGRAFT_REJECTION+0.340
  • MTORC1_SIGNALING+0.340
  • GLYCOLYSIS+0.330
  • UNFOLDED_PROTEIN_RESPONSE+0.270

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.470
  • NOTCH_SIGNALING-0.430
  • MYOGENESIS-0.360
  • ESTROGEN_RESPONSE_EARLY-0.310
  • TGF_BETA_SIGNALING-0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.290
  • BILE_ACID_METABOLISM-0.260
  • CHOLESTEROL_HOMEOSTASIS-0.260
  • COAGULATION-0.260
  • KRAS_SIGNALING_DN-0.220

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
1C3N-00203
lung-landscapes@6
cohortA10.888
2TCGA-AR-A1AI-01A-11R-A12P-07
breast-umap@18
E0.869
358c2404d-b213-4a7f-a8fc-11081a88091b
colon-landscapes@1
0.866
4SRR8518289
breast-umap@18
E0.865
5TCGA-ZF-A9RF-01A-11R-A38B-07
bladder-landscape@3
0.862
6TCGA-E2-A1II-01A-11R-A144-07
breast-umap@18
E0.860
7c63f3f74-14fa-4a9e-9925-30b0f5da7dd9
colon-landscapes@1
0.850
8TCGA-AN-A0AJ-01A-11R-A00Z-07
breast-umap@18
C0.846
9TCGA-C8-A1HM-01A-12R-A137-07
breast-umap@18
C0.845
10TCGA-18-3416-01A-01R-0980-07
lung-landscapes@6
cohortSQ20.836

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
E2F_TARGETS0.620Inavolisib— uncovered
MYC_TARGETS_V20.590Idelalisib— uncovered
G2M_CHECKPOINT0.560Inavolisib— uncovered
MYC_TARGETS_V10.540Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.400Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.380Idelalisib— uncovered
ALLOGRAFT_REJECTION0.340Idelalisib— uncovered
MTORC1_SIGNALING0.340Inavolisib— uncovered
GLYCOLYSIS0.330Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.270Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.250Inavolisib— uncovered
SPERMATOGENESIS0.250Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.240Inavolisib— uncovered
MITOTIC_SPINDLE0.230Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.200Idelalisib— uncovered
DNA_REPAIR0.170Idelalisib— uncovered
HYPOXIA0.170Idelalisib— uncovered
APICAL_SURFACE0.150Temsirolimus— uncovered
OXIDATIVE_PHOSPHORYLATION0.150Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.120Inavolisib— uncovered