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

TCGA-LL-A5YO-01A-21R-A28M-07

· D

c6f067b6-3f79-5f37-aaeb-670e5dc1e023

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
15
os_event
false

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+0.600
  • INTERFERON_GAMMA_RESPONSE+0.500
  • INTERFERON_ALPHA_RESPONSE+0.470
  • IL6_JAK_STAT3_SIGNALING+0.410
  • INFLAMMATORY_RESPONSE+0.390
  • COMPLEMENT+0.360
  • OXIDATIVE_PHOSPHORYLATION+0.300
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.290
  • IL2_STAT5_SIGNALING+0.260
  • XENOBIOTIC_METABOLISM+0.240

Top 10 suppressed

  • ESTROGEN_RESPONSE_EARLY-0.450
  • PROTEIN_SECRETION-0.450
  • TGF_BETA_SIGNALING-0.450
  • UV_RESPONSE_DN-0.420
  • MITOTIC_SPINDLE-0.330
  • ANGIOGENESIS-0.280
  • ESTROGEN_RESPONSE_LATE-0.280
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.270
  • NOTCH_SIGNALING-0.250
  • HYPOXIA-0.230

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-E2-A1B6-01A-31R-A12P-07
breast-umap@18
D0.878
2TCGA-EW-A1IZ-01A-11R-A13Q-07
breast-umap@18
D0.855
3TCGA-EW-A1PB-01A-11R-A144-07
breast-umap@18
E0.855
4SRR8392897
lung-landscapes@6
cohortSQ20.842
5SRR9879287
lung-landscapes@6
cohortA10.837
6TCGA-EW-A6SB-01A-12R-A32P-07
breast-umap@18
E0.831
7TCGA-A2-A04X-01A-21R-A034-07
breast-umap@18
C0.829
8TCGA-AC-A6IW-01A-12R-A33J-07
breast-umap@18
E0.826
920030081.TNBC
breast-umap@18
D0.822
10SRR25617828
breast-umap@18
D0.821

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.600Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.500Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.470Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.410Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.390Idelalisib— uncovered
COMPLEMENT0.360Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.300Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.290Inavolisib— uncovered
IL2_STAT5_SIGNALING0.260Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.240Inavolisib— uncovered
COAGULATION0.200Binimetinib— uncovered
KRAS_SIGNALING_DN0.200Remibrutinib— uncovered
E2F_TARGETS0.190Inavolisib— uncovered
PANCREAS_BETA_CELLS0.180Cobimetinib— uncovered
UV_RESPONSE_UP0.160Idelalisib— uncovered
MYC_TARGETS_V20.140Idelalisib— uncovered
DNA_REPAIR0.120Idelalisib— uncovered
KRAS_SIGNALING_UP0.110Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.100Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.080Remibrutinib— uncovered