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

TCGA-PE-A5DD-01A-12R-A27Q-07

· A

4047854a-e62a-5341-846a-24f91a8c6181

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
65
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

  • ANGIOGENESIS+0.330
  • MYOGENESIS+0.300
  • NOTCH_SIGNALING+0.270
  • WNT_BETA_CATENIN_SIGNALING+0.260
  • HEDGEHOG_SIGNALING+0.230
  • COAGULATION+0.130
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.070
  • KRAS_SIGNALING_DN+0.070
  • P53_PATHWAY+0.050
  • APICAL_JUNCTION+0.040

Top 10 suppressed

  • MYC_TARGETS_V1-0.510
  • PROTEIN_SECRETION-0.510
  • MTORC1_SIGNALING-0.470
  • E2F_TARGETS-0.390
  • G2M_CHECKPOINT-0.380
  • ANDROGEN_RESPONSE-0.360
  • UNFOLDED_PROTEIN_RESPONSE-0.340
  • OXIDATIVE_PHOSPHORYLATION-0.290
  • MITOTIC_SPINDLE-0.270
  • MYC_TARGETS_V2-0.260

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-A7-A426-01A-22R-A24H-07
breast-umap@18
A0.905
2TCGA-AC-A3W7-01A-11R-A22K-07
breast-umap@18
A0.872
3MBCProject_0003_T2_RNA
breast-umap@18
A0.861
4SRR25617847
breast-umap@18
C0.854
59176b038-65e3-469d-a867-d99bc732e45d
colon-landscapes@1
0.844
6SRR1313107
breast-umap@18
F0.834
7TCGA-MN-A4N4-01A-12R-A24X-07
lung-landscapes@6
cohortA10.834
812305e97-f72f-4de7-9735-4cdbecb60296
melanoma-umap@29
0.829
9R37
bladder-landscape@3
0.828
10SRR27320690
colon-landscapes@1
0.827

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.330Remibrutinib— uncovered
MYOGENESIS0.300Inavolisib— uncovered
NOTCH_SIGNALING0.270Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.260Inavolisib— uncovered
HEDGEHOG_SIGNALING0.230Inavolisib— uncovered
COAGULATION0.130Binimetinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.070Inavolisib— uncovered
KRAS_SIGNALING_DN0.070Remibrutinib— uncovered
P53_PATHWAY0.050Idelalisib— uncovered
APICAL_JUNCTION0.040Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.040Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.030Inavolisib— uncovered