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

TCGA-MZ-A5BI-01A-31R-A34R-07

293efd90-80e3-5ac3-9457-9935d3b890f5

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
overall_survival_months
0.049543379
sex
male

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+0.400
  • INFLAMMATORY_RESPONSE+0.260
  • DNA_REPAIR+0.220
  • TNFA_SIGNALING_VIA_NFKB+0.210
  • E2F_TARGETS+0.200
  • KRAS_SIGNALING_DN+0.170
  • PANCREAS_BETA_CELLS+0.170
  • IL2_STAT5_SIGNALING+0.160
  • IL6_JAK_STAT3_SIGNALING+0.160
  • INTERFERON_GAMMA_RESPONSE+0.140

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.490
  • PROTEIN_SECRETION-0.460
  • MITOTIC_SPINDLE-0.400
  • UV_RESPONSE_DN-0.360
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.350
  • MYOGENESIS-0.320
  • ANDROGEN_RESPONSE-0.280
  • MYC_TARGETS_V2-0.280
  • MTORC1_SIGNALING-0.250
  • HEME_METABOLISM-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-GM-A2DO-01A-11R-A18M-07
breast-umap@18
D0.775
2TCGA-CX-A4AQ-01A-11R-A24Z-07
head-neck@1
0.763
3MNG913
mng-umap@100
0.742
4289b3dee-bd46-4286-8e7b-86ffb573d37e
melanoma-umap@29
0.731
5SRR9879287
lung-landscapes@6
cohortA10.725
6b03d2223-38c1-4bb3-be8b-27db05f87b66
melanoma-umap@29
0.723
7SRR25617834
breast-umap@18
D0.720
8TCGA-E2-A1B6-01A-31R-A12P-07
breast-umap@18
D0.718
9SRR1313153
breast-umap@18
D0.707
10MNG88
mng-umap@100
0.703

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.400Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.260Idelalisib— uncovered
DNA_REPAIR0.220Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.210Inavolisib— uncovered
E2F_TARGETS0.200Inavolisib— uncovered
KRAS_SIGNALING_DN0.170Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.170Cobimetinib— uncovered
IL2_STAT5_SIGNALING0.160Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.160Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.140Idelalisib— uncovered
KRAS_SIGNALING_UP0.120Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.120Inavolisib— uncovered
SPERMATOGENESIS0.120Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.100Remibrutinib— uncovered
UV_RESPONSE_UP0.100Idelalisib— uncovered
ANGIOGENESIS0.060Remibrutinib— uncovered
APICAL_SURFACE0.040Temsirolimus— uncovered
INTERFERON_ALPHA_RESPONSE0.030Inavolisib— uncovered
COMPLEMENT0.020Inavolisib— uncovered