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

TCGA-ZF-AA51-01A-21R-A39I-07

94c417c6-a3f7-5928-a229-612750b0a4c9

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
56.30749014
os_event
false
sex
Female

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+0.550
  • INFLAMMATORY_RESPONSE+0.470
  • IL6_JAK_STAT3_SIGNALING+0.450
  • ANGIOGENESIS+0.430
  • TNFA_SIGNALING_VIA_NFKB+0.430
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.400
  • KRAS_SIGNALING_UP+0.400
  • COAGULATION+0.370
  • IL2_STAT5_SIGNALING+0.360
  • NOTCH_SIGNALING+0.340

Top 10 suppressed

  • PROTEIN_SECRETION-0.420
  • DNA_REPAIR-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.400
  • MITOTIC_SPINDLE-0.350
  • MYC_TARGETS_V1-0.350
  • E2F_TARGETS-0.340
  • G2M_CHECKPOINT-0.340
  • UNFOLDED_PROTEIN_RESPONSE-0.310
  • HEME_METABOLISM-0.300
  • ANDROGEN_RESPONSE-0.290

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
12d8d97e6-b599-4444-8e11-73adb55be0be
melanoma-umap@29
0.892
2DRR168569
bladder-landscape@3
0.891
3R101
bladder-landscape@3
0.880
4MDT-AP-1108
medullo-epn-umap@date-based
MedMedulloblastoma0.879
5TCGA-A2-A0EP-01A-52R-A22U-07
breast-umap@18
A0.876
6SRR1440082
brain-umap@2
GTEX0.876
7f2903ac6-88e3-4653-a966-ab593fba51bf
melanoma-umap@29
0.875
8TCGA-44-A47G-01A-21R-A24H-07
lung-landscapes@6
cohortA10.874
9TCGA-49-AARO-01A-12R-A41B-07
lung-landscapes@6
cohortA10.873
10SRR1316392
brain-umap@2
GTEX0.871

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.550Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.470Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.450Inavolisib— uncovered
ANGIOGENESIS0.430Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.430Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.400Inavolisib— uncovered
KRAS_SIGNALING_UP0.400Inavolisib— uncovered
COAGULATION0.370Binimetinib— uncovered
IL2_STAT5_SIGNALING0.360Idelalisib— uncovered
NOTCH_SIGNALING0.340Inavolisib— uncovered
HEDGEHOG_SIGNALING0.310Inavolisib— uncovered
APICAL_SURFACE0.270Temsirolimus— uncovered
COMPLEMENT0.270Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.260Idelalisib— uncovered
KRAS_SIGNALING_DN0.260Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.200Inavolisib— uncovered
PANCREAS_BETA_CELLS0.180Cobimetinib— uncovered
BILE_ACID_METABOLISM0.140Inavolisib— uncovered
APOPTOSIS0.120Idelalisib— uncovered
MYOGENESIS0.110Inavolisib— uncovered