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

TCGA-K4-A4AB-01B-12R-A28M-07

edd18c8a-14fb-50a1-86b1-907ccf2d4990

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
2.496714849
os_event
false
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

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.520
  • TNFA_SIGNALING_VIA_NFKB+0.510
  • ANGIOGENESIS+0.500
  • UV_RESPONSE_DN+0.460
  • NOTCH_SIGNALING+0.370
  • TGF_BETA_SIGNALING+0.370
  • MYOGENESIS+0.360
  • APICAL_JUNCTION+0.350
  • ESTROGEN_RESPONSE_EARLY+0.350
  • INFLAMMATORY_RESPONSE+0.350

Top 10 suppressed

  • E2F_TARGETS-0.670
  • G2M_CHECKPOINT-0.580
  • MYC_TARGETS_V2-0.550
  • MYC_TARGETS_V1-0.520
  • OXIDATIVE_PHOSPHORYLATION-0.380
  • DNA_REPAIR-0.300
  • MTORC1_SIGNALING-0.270
  • INTERFERON_ALPHA_RESPONSE-0.250
  • UNFOLDED_PROTEIN_RESPONSE-0.230
  • MITOTIC_SPINDLE-0.220

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-BH-A0DV-01A-21R-A12P-07
breast-umap@18
A0.943
24c7083b3-eccc-4d80-a31d-6fd3cd0222b4
colon-landscapes@1
0.928
3TCGA-DQ-5624-01A-01R-1873-07
head-neck@1
0.921
4TCGA-BH-A0AZ-01A-21R-A12P-07
breast-umap@18
A0.919
5TCGA-A2-A0EO-01A-11R-A034-07
breast-umap@18
A0.917
66b548699-9440-4acc-86b6-faeb367454a2
colon-landscapes@1
0.916
7TCGA-75-7030-01A-11R-1949-07
lung-landscapes@6
cohortA10.915
8SRR25617877
breast-umap@18
A0.914
9TCGA-A2-A0ES-01A-11R-A115-07
breast-umap@18
A0.911
1020030015.LumB
breast-umap@18
A0.910

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.520Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.510Inavolisib— uncovered
ANGIOGENESIS0.500Remibrutinib— uncovered
UV_RESPONSE_DN0.460Inavolisib— uncovered
NOTCH_SIGNALING0.370Inavolisib— uncovered
TGF_BETA_SIGNALING0.370Inavolisib— uncovered
MYOGENESIS0.360Inavolisib— uncovered
APICAL_JUNCTION0.350Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.350Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.350Idelalisib— uncovered
COAGULATION0.340Binimetinib— uncovered
HYPOXIA0.340Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.340Inavolisib— uncovered
KRAS_SIGNALING_UP0.330Inavolisib— uncovered
ANDROGEN_RESPONSE0.320Inavolisib— uncovered
HEDGEHOG_SIGNALING0.320Inavolisib— uncovered
APICAL_SURFACE0.260Temsirolimus— uncovered
WNT_BETA_CATENIN_SIGNALING0.260Inavolisib— uncovered
APOPTOSIS0.250Idelalisib— uncovered
COMPLEMENT0.250Inavolisib— uncovered