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

C3L-02552

· cohortSQ1

0156a33d-6edf-5587-a78f-b0650198c1c5

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
68.75838467

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+0.670
  • ANGIOGENESIS+0.640
  • COAGULATION+0.500
  • HYPOXIA+0.430
  • MYOGENESIS+0.430
  • UV_RESPONSE_DN+0.430
  • HEDGEHOG_SIGNALING+0.410
  • APICAL_JUNCTION+0.400
  • IL2_STAT5_SIGNALING+0.400
  • NOTCH_SIGNALING+0.390

Top 10 suppressed

  • E2F_TARGETS-0.600
  • G2M_CHECKPOINT-0.540
  • MYC_TARGETS_V2-0.450
  • MYC_TARGETS_V1-0.340
  • SPERMATOGENESIS-0.240
  • MTORC1_SIGNALING-0.230
  • DNA_REPAIR-0.200
  • MITOTIC_SPINDLE-0.150
  • PROTEIN_SECRETION-0.120
  • 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.

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

#SampleCancer typeSubtypecos similarity
1SRR25617877
breast-umap@18
A0.941
2TCGA-BH-A0DV-01A-21R-A12P-07
breast-umap@18
A0.938
3MBCProject_0734_T1A_RNA
breast-umap@18
A0.925
4SRR8392884
lung-landscapes@6
cohortA10.924
5TCGA-73-4658-01A-01R-1755-07
lung-landscapes@6
cohortA10.919
6TCGA-BH-A0AZ-01A-21R-A12P-07
breast-umap@18
A0.916
7ERR2208941
melanoma-umap@29
0.915
845b4921e-fce7-41f8-bb63-ed98343ceec8
colon-landscapes@1
0.913
9TCGA-38-4627-01A-01R-1206-07
lung-landscapes@6
cohortA10.912
10TCGA-BH-A0DI-01A-21R-A12P-07
breast-umap@18
A0.907

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.670Inavolisib— uncovered
ANGIOGENESIS0.640Remibrutinib— uncovered
COAGULATION0.500Binimetinib— uncovered
HYPOXIA0.430Idelalisib— uncovered
MYOGENESIS0.430Inavolisib— uncovered
UV_RESPONSE_DN0.430Inavolisib— uncovered
HEDGEHOG_SIGNALING0.410Inavolisib— uncovered
APICAL_JUNCTION0.400Inavolisib— uncovered
IL2_STAT5_SIGNALING0.400Idelalisib— uncovered
NOTCH_SIGNALING0.390Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.350Idelalisib— uncovered
KRAS_SIGNALING_UP0.350Inavolisib— uncovered
APICAL_SURFACE0.320Temsirolimus— uncovered
TNFA_SIGNALING_VIA_NFKB0.320Inavolisib— uncovered
COMPLEMENT0.300Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.300Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.300Inavolisib— uncovered
ALLOGRAFT_REJECTION0.290Idelalisib— uncovered
P53_PATHWAY0.290Idelalisib— uncovered
APOPTOSIS0.270Idelalisib— uncovered