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

C3N-02153

· cohortA1

627a2dc2-aad5-5383-96f4-72089863c72c

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
55.41683778

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PROTEIN_SECRETION+0.470
  • OXIDATIVE_PHOSPHORYLATION+0.430
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.420
  • UNFOLDED_PROTEIN_RESPONSE+0.370
  • ADIPOGENESIS+0.310
  • PEROXISOME+0.280
  • FATTY_ACID_METABOLISM+0.270
  • PANCREAS_BETA_CELLS+0.260
  • CHOLESTEROL_HOMEOSTASIS+0.250
  • DNA_REPAIR+0.250

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.450
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.390
  • G2M_CHECKPOINT-0.350
  • INFLAMMATORY_RESPONSE-0.350
  • INTERFERON_GAMMA_RESPONSE-0.350
  • E2F_TARGETS-0.330
  • COMPLEMENT-0.300
  • IL2_STAT5_SIGNALING-0.290
  • IL6_JAK_STAT3_SIGNALING-0.290
  • TNFA_SIGNALING_VIA_NFKB-0.290

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
1ULC1533T_S61
lung-landscapes@6
cohortA20.875
2TCGA-D8-A1JS-01A-11R-A13Q-07
breast-umap@18
B0.865
3SRR8943024
bladder-landscape@3
0.859
4MNG1094
mng-umap@100
0.855
5TCGA-BH-A18S-01A-11R-A12D-07
breast-umap@18
B0.849
6SRR1072797
brain-umap@2
GTEX0.832
7X265fd2ee.a8d9.4142.bf96.86a40f37234e
lung-landscapes@6
cohortA20.827
8TCGA-TN-A7HJ-01A-12R-A34R-07
head-neck@1
0.826
9C3L-02961
lung-landscapes@6
cohortA20.824
10SRR8518211
breast-umap@18
C0.821

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.470Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.430Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.420Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.370Idelalisib— uncovered
ADIPOGENESIS0.310Inavolisib— uncovered
PEROXISOME0.280Idelalisib— uncovered
FATTY_ACID_METABOLISM0.270Inavolisib— uncovered
PANCREAS_BETA_CELLS0.260Cobimetinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.250Remibrutinib— uncovered
DNA_REPAIR0.250Idelalisib— uncovered
GLYCOLYSIS0.240Inavolisib— uncovered
MYC_TARGETS_V10.240Inavolisib— uncovered
MTORC1_SIGNALING0.160Inavolisib— uncovered
ANDROGEN_RESPONSE0.120Inavolisib— uncovered
P53_PATHWAY0.110Idelalisib— uncovered
HEME_METABOLISM0.070Temsirolimus— uncovered
BILE_ACID_METABOLISM0.060Inavolisib— uncovered
MYC_TARGETS_V20.060Idelalisib— uncovered
UV_RESPONSE_UP0.060Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.020Inavolisib— uncovered