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

TCGA-A2-A04N-01A-11R-A115-07

· A

563a4cd4-3267-58d8-870f-f764b3fba949

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
A
subtype
A
overall_survival_months
145
os_event
false

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+0.410
  • ESTROGEN_RESPONSE_EARLY+0.350
  • UV_RESPONSE_DN+0.230
  • TGF_BETA_SIGNALING+0.220
  • ANGIOGENESIS+0.210
  • WNT_BETA_CATENIN_SIGNALING+0.200
  • ESTROGEN_RESPONSE_LATE+0.120
  • APICAL_JUNCTION+0.110
  • P53_PATHWAY+0.100
  • APICAL_SURFACE+0.090

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.590
  • E2F_TARGETS-0.530
  • G2M_CHECKPOINT-0.500
  • INTERFERON_GAMMA_RESPONSE-0.480
  • ALLOGRAFT_REJECTION-0.370
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.330
  • MITOTIC_SPINDLE-0.320
  • IL6_JAK_STAT3_SIGNALING-0.270
  • INFLAMMATORY_RESPONSE-0.270
  • MYC_TARGETS_V1-0.250

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-OL-A66K-01A-11R-A29R-07
breast-umap@18
B0.871
2AUR-AEPZ-TTP1-A-1-1-R-A742-41
breast-umap@18
B0.819
3SRR25617895
breast-umap@18
B0.818
420060260.Her2HRpos
breast-umap@18
A0.810
520030017.LumA
breast-umap@18
B0.807
6TCGA-B6-A0RN-01A-12R-A084-07
breast-umap@18
B0.805
7SRR8518225
breast-umap@18
B0.804
8TCGA-E2-A570-01A-11R-A29R-07
breast-umap@18
B0.797
9TCGA-A8-A09B-01A-11R-A00Z-07
breast-umap@18
B0.797
10C3L-02165
lung-landscapes@6
cohortA20.787

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.410Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.350Inavolisib— uncovered
UV_RESPONSE_DN0.230Inavolisib— uncovered
TGF_BETA_SIGNALING0.220Inavolisib— uncovered
ANGIOGENESIS0.210Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.120Idelalisib— uncovered
APICAL_JUNCTION0.110Inavolisib— uncovered
P53_PATHWAY0.100Idelalisib— uncovered
APICAL_SURFACE0.090Temsirolimus— uncovered
BILE_ACID_METABOLISM0.090Inavolisib— uncovered
COAGULATION0.070Binimetinib— uncovered
APOPTOSIS0.060Idelalisib— uncovered
FATTY_ACID_METABOLISM0.060Inavolisib— uncovered
PEROXISOME0.060Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.050Inavolisib— uncovered
PANCREAS_BETA_CELLS0.020Cobimetinib— uncovered
MYOGENESIS0.010Inavolisib— uncovered