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

TCGA-AR-A2LM-01A-11R-A180-07

· A

ee25d7d3-5d15-52ca-9002-bd89c480e67c

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
64

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • UV_RESPONSE_DN+0.550
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.430
  • TGF_BETA_SIGNALING+0.420
  • HEDGEHOG_SIGNALING+0.370
  • APICAL_JUNCTION+0.260
  • WNT_BETA_CATENIN_SIGNALING+0.250
  • ANGIOGENESIS+0.210
  • NOTCH_SIGNALING+0.200
  • TNFA_SIGNALING_VIA_NFKB+0.200
  • KRAS_SIGNALING_UP+0.150

Top 10 suppressed

  • MYC_TARGETS_V2-0.620
  • E2F_TARGETS-0.580
  • OXIDATIVE_PHOSPHORYLATION-0.580
  • MYC_TARGETS_V1-0.560
  • MTORC1_SIGNALING-0.500
  • G2M_CHECKPOINT-0.490
  • INTERFERON_ALPHA_RESPONSE-0.460
  • DNA_REPAIR-0.440
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.440
  • CHOLESTEROL_HOMEOSTASIS-0.370

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-AR-A1AL-01A-21R-A12P-07
breast-umap@18
A0.935
2TCGA-EW-A1IX-01A-12R-A144-07
breast-umap@18
A0.928
3SRR8613708
breast-umap@18
A0.917
4TCGA-E2-A1IO-01A-11R-A144-07
breast-umap@18
A0.910
5f65f4ed5-9726-4eff-8638-63752686d2c9
colon-landscapes@1
0.906
6TCGA-B6-A0IH-01A-11R-A115-07
breast-umap@18
A0.904
77900174d-af00-444f-a5b2-226a45f7e76a
colon-landscapes@1
0.901
8TCGA-BH-A1FH-01A-12R-A13Q-07
breast-umap@18
A0.896
9TCGA-BH-A0H3-01A-11R-A12P-07
breast-umap@18
A0.893
10MBCProject_3896_T1_RNA
breast-umap@18
A0.893

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
UV_RESPONSE_DN0.550Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.430Inavolisib— uncovered
TGF_BETA_SIGNALING0.420Inavolisib— uncovered
HEDGEHOG_SIGNALING0.370Inavolisib— uncovered
APICAL_JUNCTION0.260Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.250Inavolisib— uncovered
ANGIOGENESIS0.210Remibrutinib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.200Inavolisib— uncovered
KRAS_SIGNALING_UP0.150Inavolisib— uncovered
APICAL_SURFACE0.140Temsirolimus— uncovered
APOPTOSIS0.110Idelalisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered
MITOTIC_SPINDLE0.100Inavolisib— uncovered
MYOGENESIS0.070Inavolisib— uncovered
PROTEIN_SECRETION0.060Remibrutinib— uncovered
P53_PATHWAY0.050Idelalisib— uncovered
IL2_STAT5_SIGNALING0.020Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.020Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.010Inavolisib— uncovered