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

TCGA-E2-A1B5-01A-21R-A12P-07

· D

466621ca-ca17-5c9b-a9d3-e179f861af87

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
D
subtype
D
overall_survival_months
33

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ALLOGRAFT_REJECTION+0.570
  • INTERFERON_GAMMA_RESPONSE+0.500
  • INTERFERON_ALPHA_RESPONSE+0.440
  • IL6_JAK_STAT3_SIGNALING+0.420
  • INFLAMMATORY_RESPONSE+0.400
  • TNFA_SIGNALING_VIA_NFKB+0.390
  • COMPLEMENT+0.370
  • KRAS_SIGNALING_UP+0.370
  • IL2_STAT5_SIGNALING+0.300
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.230

Top 10 suppressed

  • MITOTIC_SPINDLE-0.480
  • G2M_CHECKPOINT-0.470
  • E2F_TARGETS-0.430
  • GLYCOLYSIS-0.300
  • MYC_TARGETS_V2-0.280
  • PROTEIN_SECRETION-0.260
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.250
  • APICAL_JUNCTION-0.200
  • ESTROGEN_RESPONSE_EARLY-0.190
  • CHOLESTEROL_HOMEOSTASIS-0.160

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
1R13
bladder-landscape@3
0.871
2SRR25617878
breast-umap@18
D0.869
3ad2bbb19-6d02-480f-b011-d4327c3c5607
melanoma-umap@29
0.868
4SRR8518388
breast-umap@18
D0.850
5TCGA-BH-A0B6-01A-11R-A19W-07
breast-umap@18
D0.845
6da7cbc0a-95dc-4303-a5dd-75857c066f3b
melanoma-umap@29
0.840
7TCGA-67-3773-01A-01R-0946-07
lung-landscapes@6
cohortA10.835
8MNG1252
mng-umap@100
0.832
9f5760366-59eb-417d-a935-3f78e999dd42
melanoma-umap@29
0.829
10SAMN03290925
melanoma-umap@29
0.829

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.570Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.500Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.440Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.420Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.400Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.390Inavolisib— uncovered
COMPLEMENT0.370Inavolisib— uncovered
KRAS_SIGNALING_UP0.370Inavolisib— uncovered
IL2_STAT5_SIGNALING0.300Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.230Inavolisib— uncovered
P53_PATHWAY0.220Idelalisib— uncovered
PANCREAS_BETA_CELLS0.200Cobimetinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.190Remibrutinib— uncovered
KRAS_SIGNALING_DN0.170Remibrutinib— uncovered
ADIPOGENESIS0.160Inavolisib— uncovered
FATTY_ACID_METABOLISM0.160Inavolisib— uncovered
COAGULATION0.150Binimetinib— uncovered
APOPTOSIS0.140Idelalisib— uncovered
UV_RESPONSE_UP0.100Idelalisib— uncovered
ANDROGEN_RESPONSE0.060Inavolisib— uncovered