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

TCGA-AN-A0FT-01A-11R-A034-07

· B

7de898da-d792-5191-a778-253463087bb6

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
B
subtype
B
overall_survival_months
7

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+0.490
  • MYOGENESIS+0.340
  • COAGULATION+0.330
  • MYC_TARGETS_V2+0.270
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.260
  • APICAL_SURFACE+0.230
  • ESTROGEN_RESPONSE_LATE+0.220
  • CHOLESTEROL_HOMEOSTASIS+0.200
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.200
  • OXIDATIVE_PHOSPHORYLATION+0.190

Top 10 suppressed

  • MITOTIC_SPINDLE-0.470
  • G2M_CHECKPOINT-0.420
  • INTERFERON_ALPHA_RESPONSE-0.400
  • E2F_TARGETS-0.380
  • UNFOLDED_PROTEIN_RESPONSE-0.320
  • INTERFERON_GAMMA_RESPONSE-0.280
  • UV_RESPONSE_DN-0.210
  • PROTEIN_SECRETION-0.190
  • SPERMATOGENESIS-0.170
  • ANDROGEN_RESPONSE-0.150

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-XF-A9SU-01A-31R-A39I-07
bladder-landscape@3
0.830
2MNG589
mng-umap@100
0.796
3TCGA-B6-A0I5-01A-11R-A034-07
breast-umap@18
B0.791
4773b41d4-8c43-4777-99b8-190c7e7793e0
melanoma-umap@29
0.790
5TCGA-AC-A3QP-01A-11R-A22U-07
breast-umap@18
B0.784
6MBCProject_0988_T1_RNA
breast-umap@18
B0.766
7MNG756
mng-umap@100
0.745
8TCGA-OL-A66N-01A-12R-A31O-07
breast-umap@18
B0.744
909f758e5-6be1-4f29-ac92-869d92f8fbcf
melanoma-umap@29
0.741
10TCGA-E2-A1IF-01A-11R-A144-07
breast-umap@18
A0.740

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
ANGIOGENESIS0.490Remibrutinib— uncovered
MYOGENESIS0.340Inavolisib— uncovered
COAGULATION0.330Binimetinib— uncovered
MYC_TARGETS_V20.270Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.260Inavolisib— uncovered
APICAL_SURFACE0.230Temsirolimus— uncovered
ESTROGEN_RESPONSE_LATE0.220Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.200Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.200Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.190Remibrutinib— uncovered
UV_RESPONSE_UP0.160Idelalisib— uncovered
PANCREAS_BETA_CELLS0.130Cobimetinib— uncovered
COMPLEMENT0.120Inavolisib— uncovered
FATTY_ACID_METABOLISM0.120Inavolisib— uncovered
KRAS_SIGNALING_DN0.110Remibrutinib— uncovered
KRAS_SIGNALING_UP0.110Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.100Inavolisib— uncovered
PEROXISOME0.090Idelalisib— uncovered
ADIPOGENESIS0.070Inavolisib— uncovered
APICAL_JUNCTION0.060Inavolisib— uncovered