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

11LU013

· cohortA1

b6776e9e-3447-572b-a2f8-27f3f55c0aa3

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
59.21149897

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.340
  • ANGIOGENESIS+0.320
  • CHOLESTEROL_HOMEOSTASIS+0.230
  • NOTCH_SIGNALING+0.200
  • ANDROGEN_RESPONSE+0.140
  • OXIDATIVE_PHOSPHORYLATION+0.140
  • GLYCOLYSIS+0.100
  • APICAL_JUNCTION+0.090
  • FATTY_ACID_METABOLISM+0.070
  • HEDGEHOG_SIGNALING+0.070

Top 10 suppressed

  • IL6_JAK_STAT3_SIGNALING-0.320
  • ALLOGRAFT_REJECTION-0.290
  • P53_PATHWAY-0.290
  • TNFA_SIGNALING_VIA_NFKB-0.260
  • UNFOLDED_PROTEIN_RESPONSE-0.230
  • INTERFERON_GAMMA_RESPONSE-0.200
  • MITOTIC_SPINDLE-0.190
  • PANCREAS_BETA_CELLS-0.190
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.190
  • APOPTOSIS-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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG841
mng-umap@100
0.669
2e2ac493b-9157-4756-8949-edf4b7f334cd
melanoma-umap@29
0.667
3733aa64f-0d61-4f6a-8353-0299d4678704
melanoma-umap@29
0.647
4204241b7-1e28-43f8-a681-f872b52fa3f8
melanoma-umap@29
0.638
5TCGA-69-7979-01A-11R-2187-07
lung-landscapes@6
cohortA10.637
6SRR6013521
lung-landscapes@6
cohortA10.636
7MBCproject_0036_T1_RNA
breast-umap@18
C0.635
8BSR_19_0079_A1_S53
breast-umap@18
B0.623
9MNG740
mng-umap@100
0.622
10TCGA-BH-A18K-01A-11R-A12D-07
breast-umap@18
C0.622

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
EPITHELIAL_MESENCHYMAL_TRANSITION0.340Inavolisib— uncovered
ANGIOGENESIS0.320Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.230Remibrutinib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
ANDROGEN_RESPONSE0.140Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.140Remibrutinib— uncovered
GLYCOLYSIS0.100Inavolisib— uncovered
APICAL_JUNCTION0.090Inavolisib— uncovered
FATTY_ACID_METABOLISM0.070Inavolisib— uncovered
HEDGEHOG_SIGNALING0.070Inavolisib— uncovered
SPERMATOGENESIS0.070Inavolisib— uncovered
APICAL_SURFACE0.060Temsirolimus— uncovered
COAGULATION0.030Binimetinib— uncovered
MYOGENESIS0.030Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.010Inavolisib— uncovered