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

TCGA-4P-AA8J-01A-11R-A39I-07

fb40acd3-d6bf-50aa-89e4-1a5c8f280bd2

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
sex
male

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+0.460
  • MYOGENESIS+0.390
  • PANCREAS_BETA_CELLS+0.340
  • COAGULATION+0.310
  • ANGIOGENESIS+0.240
  • APICAL_JUNCTION+0.210
  • DNA_REPAIR+0.160
  • OXIDATIVE_PHOSPHORYLATION+0.160
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.120
  • KRAS_SIGNALING_DN+0.090

Top 10 suppressed

  • G2M_CHECKPOINT-0.520
  • E2F_TARGETS-0.510
  • MITOTIC_SPINDLE-0.430
  • PROTEIN_SECRETION-0.410
  • MTORC1_SIGNALING-0.360
  • ANDROGEN_RESPONSE-0.340
  • HEME_METABOLISM-0.330
  • CHOLESTEROL_HOMEOSTASIS-0.310
  • MYC_TARGETS_V1-0.300
  • TNFA_SIGNALING_VIA_NFKB-0.300

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
1TCGA-OL-A66N-01A-12R-A31O-07
breast-umap@18
B0.814
2TCGA-XF-A9SP-01A-11R-A39I-07
bladder-landscape@3
0.813
3TCGA-AO-A126-01A-11R-A10J-07
breast-umap@18
A0.811
4SRR15069599
head-neck@1
0.809
5TCGA-GM-A5PX-01A-12R-A28M-07
breast-umap@18
A0.808
6TCGA-5L-AAT0-01A-12R-A41B-07
breast-umap@18
A0.798
7TCGA-AC-A3QP-01A-11R-A22U-07
breast-umap@18
B0.794
8SRR2932812
head-neck@1
0.791
9TCGA-AC-A2QJ-01A-12R-A19W-07
breast-umap@18
A0.791
10TCGA-GM-A2D9-01A-11R-A18M-07
breast-umap@18
B0.789

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.460Inavolisib— uncovered
MYOGENESIS0.390Inavolisib— uncovered
PANCREAS_BETA_CELLS0.340Cobimetinib— uncovered
COAGULATION0.310Binimetinib— uncovered
ANGIOGENESIS0.240Remibrutinib— uncovered
APICAL_JUNCTION0.210Inavolisib— uncovered
DNA_REPAIR0.160Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.160Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.120Inavolisib— uncovered
KRAS_SIGNALING_DN0.090Remibrutinib— uncovered
NOTCH_SIGNALING0.080Inavolisib— uncovered
ALLOGRAFT_REJECTION0.050Idelalisib— uncovered
COMPLEMENT0.050Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.030Inavolisib— uncovered
BILE_ACID_METABOLISM0.020Inavolisib— uncovered
IL2_STAT5_SIGNALING0.020Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.020Inavolisib— uncovered
ADIPOGENESIS0.010Inavolisib— uncovered