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

C3L-00140

· cohortA2

622ea862-749c-50c1-b47a-3db8c94a23d6

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
cohortA2
subtype
cohortA2
age_years
70.82546201

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • OXIDATIVE_PHOSPHORYLATION+0.500
  • FATTY_ACID_METABOLISM+0.430
  • MYC_TARGETS_V1+0.360
  • BILE_ACID_METABOLISM+0.280
  • MYC_TARGETS_V2+0.270
  • ADIPOGENESIS+0.260
  • PANCREAS_BETA_CELLS+0.260
  • XENOBIOTIC_METABOLISM+0.210
  • PEROXISOME+0.190
  • PROTEIN_SECRETION+0.170

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.590
  • G2M_CHECKPOINT-0.540
  • E2F_TARGETS-0.500
  • MITOTIC_SPINDLE-0.450
  • NOTCH_SIGNALING-0.450
  • TGF_BETA_SIGNALING-0.430
  • ANGIOGENESIS-0.400
  • APICAL_JUNCTION-0.400
  • APICAL_SURFACE-0.390
  • HEDGEHOG_SIGNALING-0.380

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
1TCGA-55-6972-01A-11R-1949-07
lung-landscapes@6
cohortA20.875
2SRR8518209
breast-umap@18
C0.870
3TCGA-35-3615-01A-01R-0946-07
lung-landscapes@6
cohortA20.868
4SRR1313092
breast-umap@18
B0.868
5TCGA-LL-A6FP-01A-11R-A31O-07
breast-umap@18
B0.850
6SRR4296114
lung-landscapes@6
cohortA10.845
7TCGA-BH-A18S-01A-11R-A12D-07
breast-umap@18
B0.837
8TCGA-AC-A3YJ-01A-11R-A22U-07
breast-umap@18
B0.837
9TCGA-TN-A7HJ-01A-12R-A34R-07
head-neck@1
0.832
10s0095165
melanoma-umap@29
0.827

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.500Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.430Inavolisib— uncovered
MYC_TARGETS_V10.360Inavolisib— uncovered
BILE_ACID_METABOLISM0.280Inavolisib— uncovered
MYC_TARGETS_V20.270Idelalisib— uncovered
ADIPOGENESIS0.260Inavolisib— uncovered
PANCREAS_BETA_CELLS0.260Cobimetinib— uncovered
XENOBIOTIC_METABOLISM0.210Inavolisib— uncovered
PEROXISOME0.190Idelalisib— uncovered
PROTEIN_SECRETION0.170Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.150Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.120Idelalisib— uncovered
HEME_METABOLISM0.090Temsirolimus— uncovered
P53_PATHWAY0.030Idelalisib— uncovered
DNA_REPAIR0.020Idelalisib— uncovered