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

TCGA-BH-A0C3-01A-21R-A12P-07

· A

ff5e68cb-2176-55c7-be22-d92350919ea6

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
A
subtype
A
overall_survival_months
90

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ADIPOGENESIS+0.420
  • INTERFERON_ALPHA_RESPONSE+0.390
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.380
  • IL6_JAK_STAT3_SIGNALING+0.370
  • UV_RESPONSE_DN+0.360
  • INTERFERON_GAMMA_RESPONSE+0.350
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.350
  • KRAS_SIGNALING_UP+0.320
  • ANGIOGENESIS+0.310
  • FATTY_ACID_METABOLISM+0.310

Top 10 suppressed

  • MYC_TARGETS_V1-0.440
  • MYC_TARGETS_V2-0.420
  • DNA_REPAIR-0.350
  • E2F_TARGETS-0.270
  • OXIDATIVE_PHOSPHORYLATION-0.220
  • UNFOLDED_PROTEIN_RESPONSE-0.200
  • G2M_CHECKPOINT-0.160
  • GLYCOLYSIS-0.130
  • KRAS_SIGNALING_DN-0.110
  • APICAL_SURFACE-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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-78-7160-01A-11R-2039-07
lung-landscapes@6
cohortA40.861
2BS_RRAEQZ97
brain-umap@2
pilocytic astrocytoma0.843
36059e3d0-6430-4875-99df-9252a508974c
melanoma-umap@29
0.835
4TCGA-44-6777-01A-11R-1858-07
lung-landscapes@6
cohortA10.834
5BS_V89HGTET
brain-umap@2
pilocytic astrocytoma0.833
6BS_NRPG5K4K
brain-umap@2
low-grade glioma0.826
7653522fe-3289-4e1f-9373-c81f923893a3
melanoma-umap@29
0.826
8SRR8518191
breast-umap@18
D0.825
9SRR5088929
melanoma-umap@29
0.824
10TCGA-AC-A2B8-01A-11R-A17B-07
breast-umap@18
A0.819

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
ADIPOGENESIS0.420Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.390Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.380Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.370Inavolisib— uncovered
UV_RESPONSE_DN0.360Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.350Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.350Inavolisib— uncovered
KRAS_SIGNALING_UP0.320Inavolisib— uncovered
ANGIOGENESIS0.310Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.310Inavolisib— uncovered
IL2_STAT5_SIGNALING0.310Idelalisib— uncovered
ALLOGRAFT_REJECTION0.300Idelalisib— uncovered
BILE_ACID_METABOLISM0.290Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.270Idelalisib— uncovered
MYOGENESIS0.270Inavolisib— uncovered
PEROXISOME0.270Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.250Inavolisib— uncovered
HEME_METABOLISM0.240Temsirolimus— uncovered
NOTCH_SIGNALING0.240Inavolisib— uncovered
APOPTOSIS0.230Idelalisib— uncovered