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

TCGA-BH-A18M-01A-11R-A12D-07

· A

9bb303be-d156-5a03-ac25-a5098fd2c592

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
74
os_event
true

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+0.510
  • INTERFERON_ALPHA_RESPONSE+0.480
  • UV_RESPONSE_DN+0.480
  • TGF_BETA_SIGNALING+0.460
  • ESTROGEN_RESPONSE_EARLY+0.350
  • INTERFERON_GAMMA_RESPONSE+0.320
  • TNFA_SIGNALING_VIA_NFKB+0.310
  • HEDGEHOG_SIGNALING+0.300
  • WNT_BETA_CATENIN_SIGNALING+0.270
  • ANDROGEN_RESPONSE+0.260

Top 10 suppressed

  • E2F_TARGETS-0.260
  • G2M_CHECKPOINT-0.240
  • OXIDATIVE_PHOSPHORYLATION-0.240
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.240
  • MYC_TARGETS_V2-0.230
  • SPERMATOGENESIS-0.190
  • GLYCOLYSIS-0.130
  • ALLOGRAFT_REJECTION-0.110
  • MYC_TARGETS_V1-0.110
  • DNA_REPAIR-0.090

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-A1-A0SD-01A-11R-A115-07
breast-umap@18
A0.867
2TCGA-AC-A2B8-01A-11R-A17B-07
breast-umap@18
A0.805
3MNG575
mng-umap@100
0.804
4TCGA-CN-4742-01A-02R-1514-07
head-neck@1
0.796
5SRR934720
brain-umap@2
0.795
6TCGA-64-5815-01A-01R-1628-07
lung-landscapes@6
cohortA10.795
7SRR13780273
lung-landscapes@6
cohortMD20.793
8BS_69V8P8A0
brain-umap@2
Neurofibroma0.791
9TCGA-AR-A24V-01A-21R-A169-07
breast-umap@18
A0.779
10BS_014EVM2D
brain-umap@2
low-grade glioma0.777

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.510Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.480Inavolisib— uncovered
UV_RESPONSE_DN0.480Inavolisib— uncovered
TGF_BETA_SIGNALING0.460Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.350Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.320Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.310Inavolisib— uncovered
HEDGEHOG_SIGNALING0.300Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.270Inavolisib— uncovered
ANDROGEN_RESPONSE0.260Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.250Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.250Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.240Remibrutinib— uncovered
ADIPOGENESIS0.220Inavolisib— uncovered
APICAL_JUNCTION0.220Inavolisib— uncovered
APOPTOSIS0.220Idelalisib— uncovered
ANGIOGENESIS0.210Remibrutinib— uncovered
BILE_ACID_METABOLISM0.210Inavolisib— uncovered
KRAS_SIGNALING_UP0.190Inavolisib— uncovered
MITOTIC_SPINDLE0.190Inavolisib— uncovered