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

C3L-02660

· cohortSQ1

88d3f5b5-0eb0-5a2b-8633-a41d43141f34

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
cohortSQ1
subtype
cohortSQ1
age_years
72.14510609

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+0.550
  • TNFA_SIGNALING_VIA_NFKB+0.540
  • ANGIOGENESIS+0.450
  • HEDGEHOG_SIGNALING+0.400
  • MYOGENESIS+0.370
  • COAGULATION+0.320
  • TGF_BETA_SIGNALING+0.320
  • IL2_STAT5_SIGNALING+0.300
  • MYC_TARGETS_V2+0.290
  • INFLAMMATORY_RESPONSE+0.280

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.520
  • PROTEIN_SECRETION-0.340
  • OXIDATIVE_PHOSPHORYLATION-0.320
  • PANCREAS_BETA_CELLS-0.300
  • PEROXISOME-0.220
  • FATTY_ACID_METABOLISM-0.210
  • GLYCOLYSIS-0.200
  • INTERFERON_GAMMA_RESPONSE-0.180
  • SPERMATOGENESIS-0.170
  • PI3K_AKT_MTOR_SIGNALING-0.100

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
1TCGA-D6-8568-01A-11R-2403-07
head-neck@1
0.797
2C3N-02289
lung-landscapes@6
cohortSQ10.795
3TCGA-LL-A5YP-01A-21R-A28M-07
breast-umap@18
E0.793
4TCGA-BL-A5ZZ-01A-31R-A30C-07
bladder-landscape@3
0.779
5SRR8613814
breast-umap@18
D0.776
6TCGA-85-8353-01A-21R-2296-07
lung-landscapes@6
cohortSQ10.774
7SRR12475169
colon-landscapes@1
0.760
8b9cadac9-9bb4-4bc8-9303-d05ad06778cc
colon-landscapes@1
0.759
9TCGA-A7-A6VV-01A-22R-A33J-07
breast-umap@18
E0.759
10BS_QP6MSKRE
brain-umap@2
Spinal Cord Ependymoma0.757

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.550Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.540Inavolisib— uncovered
ANGIOGENESIS0.450Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.400Inavolisib— uncovered
MYOGENESIS0.370Inavolisib— uncovered
COAGULATION0.320Binimetinib— uncovered
TGF_BETA_SIGNALING0.320Inavolisib— uncovered
IL2_STAT5_SIGNALING0.300Idelalisib— uncovered
MYC_TARGETS_V20.290Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.280Idelalisib— uncovered
HYPOXIA0.250Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.230Inavolisib— uncovered
KRAS_SIGNALING_UP0.230Inavolisib— uncovered
UV_RESPONSE_UP0.230Idelalisib— uncovered
UV_RESPONSE_DN0.210Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.180Inavolisib— uncovered
ALLOGRAFT_REJECTION0.150Idelalisib— uncovered
APICAL_JUNCTION0.150Inavolisib— uncovered
DNA_REPAIR0.130Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.130Idelalisib— uncovered