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

TCGA-58-A46K-01A-11R-A24H-07

· cohortSQ2

a5ff51f1-3198-5665-9cd7-64992868f803

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
cohortSQ2
subtype
cohortSQ2
age_years
59

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • E2F_TARGETS+0.460
  • G2M_CHECKPOINT+0.450
  • MYC_TARGETS_V1+0.440
  • MYC_TARGETS_V2+0.420
  • MTORC1_SIGNALING+0.410
  • UNFOLDED_PROTEIN_RESPONSE+0.400
  • OXIDATIVE_PHOSPHORYLATION+0.340
  • MITOTIC_SPINDLE+0.320
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.280
  • DNA_REPAIR+0.230

Top 10 suppressed

  • COAGULATION-0.460
  • IL6_JAK_STAT3_SIGNALING-0.450
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.440
  • KRAS_SIGNALING_UP-0.420
  • COMPLEMENT-0.400
  • INFLAMMATORY_RESPONSE-0.390
  • ALLOGRAFT_REJECTION-0.380
  • TNFA_SIGNALING_VIA_NFKB-0.380
  • ANGIOGENESIS-0.370
  • PANCREAS_BETA_CELLS-0.350

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
1C3N-03882
lung-landscapes@6
cohortSQ20.901
2TCGA-70-6723-01A-11R-1820-07
lung-landscapes@6
cohortSQ20.895
3TCGA-A8-A092-01A-11R-A00Z-07
breast-umap@18
B0.890
4TCGA-85-8070-01A-11R-2247-07
lung-landscapes@6
cohortSQ20.888
5TCGA-4Z-AA80-01A-11R-A39I-07
bladder-landscape@3
0.888
6BS_H4NXBD2D
brain-umap@2
Supratentorial Ependymoma0.880
7TCGA-51-4080-01A-01R-1100-07
lung-landscapes@6
cohortSQ20.874
8f354d13d-89ec-4ed6-821d-df3ab230fc91
melanoma-umap@29
0.873
9TCGA-33-AASJ-01A-11R-A405-07
lung-landscapes@6
cohortSQ20.870
10TCGA-DK-A3X2-01A-11R-A22U-07
bladder-landscape@3
0.869

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.460Inavolisib— uncovered
G2M_CHECKPOINT0.450Inavolisib— uncovered
MYC_TARGETS_V10.440Inavolisib— uncovered
MYC_TARGETS_V20.420Idelalisib— uncovered
MTORC1_SIGNALING0.410Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.400Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.340Remibrutinib— uncovered
MITOTIC_SPINDLE0.320Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.280Inavolisib— uncovered
DNA_REPAIR0.230Idelalisib— uncovered
PROTEIN_SECRETION0.230Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.220Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.180Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.100Remibrutinib— uncovered
GLYCOLYSIS0.090Inavolisib— uncovered
FATTY_ACID_METABOLISM0.080Inavolisib— uncovered
SPERMATOGENESIS0.070Inavolisib— uncovered
P53_PATHWAY0.060Idelalisib— uncovered
PEROXISOME0.050Idelalisib— uncovered
BILE_ACID_METABOLISM0.040Inavolisib— uncovered