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

TCGA-DQ-5624-01A-01R-1873-07

62f8b89e-ae59-571b-b0ad-c4b76ed64490

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
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

  • TNFA_SIGNALING_VIA_NFKB+0.570
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.560
  • ANGIOGENESIS+0.540
  • TGF_BETA_SIGNALING+0.530
  • MYOGENESIS+0.510
  • HYPOXIA+0.430
  • UV_RESPONSE_DN+0.410
  • APOPTOSIS+0.360
  • PROTEIN_SECRETION+0.360
  • COAGULATION+0.350

Top 10 suppressed

  • E2F_TARGETS-0.600
  • G2M_CHECKPOINT-0.530
  • MYC_TARGETS_V1-0.410
  • MYC_TARGETS_V2-0.300
  • OXIDATIVE_PHOSPHORYLATION-0.260
  • SPERMATOGENESIS-0.240
  • DNA_REPAIR-0.230
  • INTERFERON_ALPHA_RESPONSE-0.180
  • BILE_ACID_METABOLISM-0.140
  • FATTY_ACID_METABOLISM-0.100

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-K4-A4AB-01B-12R-A28M-07
bladder-landscape@3
0.921
2TCGA-A2-A0EO-01A-11R-A034-07
breast-umap@18
A0.907
3TCGA-CV-5970-01A-11R-1686-07
head-neck@1
0.900
420030015.LumB
breast-umap@18
A0.900
5TCGA-E2-A153-01A-12R-A12D-07
breast-umap@18
A0.898
6SRR25617877
breast-umap@18
A0.889
76b548699-9440-4acc-86b6-faeb367454a2
colon-landscapes@1
0.885
8TCGA-BA-5557-01A-01R-1514-07
head-neck@1
0.885
9TCGA-CR-6474-01A-11R-1873-07
head-neck@1
0.885
1022620634-aa34-4cb5-a37f-5a7b0c47cd0e
colon-landscapes@1
0.878

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.570Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.560Inavolisib— uncovered
ANGIOGENESIS0.540Remibrutinib— uncovered
TGF_BETA_SIGNALING0.530Inavolisib— uncovered
MYOGENESIS0.510Inavolisib— uncovered
HYPOXIA0.430Idelalisib— uncovered
UV_RESPONSE_DN0.410Inavolisib— uncovered
APOPTOSIS0.360Idelalisib— uncovered
PROTEIN_SECRETION0.360Remibrutinib— uncovered
COAGULATION0.350Binimetinib— uncovered
P53_PATHWAY0.330Idelalisib— uncovered
IL2_STAT5_SIGNALING0.320Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.320Idelalisib— uncovered
KRAS_SIGNALING_UP0.320Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.310Inavolisib— uncovered
APICAL_JUNCTION0.280Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.280Inavolisib— uncovered
PANCREAS_BETA_CELLS0.280Cobimetinib— uncovered
NOTCH_SIGNALING0.270Inavolisib— uncovered
APICAL_SURFACE0.260Temsirolimus— uncovered