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

7e314d4a-7158-4d60-a431-013abe183071

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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
40

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.530
  • INTERFERON_GAMMA_RESPONSE+0.530
  • ALLOGRAFT_REJECTION+0.460
  • ANGIOGENESIS+0.450
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.440
  • INFLAMMATORY_RESPONSE+0.340
  • IL6_JAK_STAT3_SIGNALING+0.330
  • E2F_TARGETS+0.300
  • COMPLEMENT+0.230
  • TNFA_SIGNALING_VIA_NFKB+0.190

Top 10 suppressed

  • BILE_ACID_METABOLISM-0.320
  • CHOLESTEROL_HOMEOSTASIS-0.300
  • OXIDATIVE_PHOSPHORYLATION-0.300
  • PEROXISOME-0.300
  • PI3K_AKT_MTOR_SIGNALING-0.270
  • ANDROGEN_RESPONSE-0.250
  • ESTROGEN_RESPONSE_LATE-0.230
  • PANCREAS_BETA_CELLS-0.230
  • ESTROGEN_RESPONSE_EARLY-0.220
  • HEME_METABOLISM-0.180

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
1BSR_08_0248_H3_S58
breast-umap@18
D0.810
2TCGA-49-AAR3-01A-11R-A41B-07
lung-landscapes@6
cohortA10.804
3R50
bladder-landscape@3
0.802
4BSR_05_0113_A2_S101
breast-umap@18
D0.797
5TCGA-BT-A42E-01A-11R-A23W-07
bladder-landscape@3
0.792
6BS_GAGRGSSX
brain-umap@2
ATRT0.791
7TCGA-PL-A8LZ-01A-31R-A36F-07
breast-umap@18
D0.790
8TCGA-MP-A4TI-01A-21R-A24X-07
lung-landscapes@6
cohortA10.787
9TCGA-A2-A04Q-01A-21R-A034-07
breast-umap@18
D0.786
10X55db60cd.e752.41b4.aa3e.f68d676031f7
lung-landscapes@6
cohortA10.784

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
INTERFERON_ALPHA_RESPONSE0.530Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.530Idelalisib— uncovered
ALLOGRAFT_REJECTION0.460Idelalisib— uncovered
ANGIOGENESIS0.450Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.440Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.340Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.330Inavolisib— uncovered
E2F_TARGETS0.300Inavolisib— uncovered
COMPLEMENT0.230Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.190Inavolisib— uncovered
IL2_STAT5_SIGNALING0.180Idelalisib— uncovered
KRAS_SIGNALING_UP0.130Inavolisib— uncovered
APICAL_SURFACE0.110Temsirolimus— uncovered
APOPTOSIS0.100Idelalisib— uncovered
MYC_TARGETS_V20.100Idelalisib— uncovered
APICAL_JUNCTION0.090Inavolisib— uncovered
KRAS_SIGNALING_DN0.090Remibrutinib— uncovered
G2M_CHECKPOINT0.080Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.070Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.070Idelalisib— uncovered