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

TCGA-D8-A1XO-01A-11R-A14M-07

· B

bc22a1f8-1260-5a53-94ad-915ce03d1c84

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
B
subtype
B
overall_survival_months
56

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+0.310
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.260
  • PROTEIN_SECRETION+0.250
  • TGF_BETA_SIGNALING+0.210
  • NOTCH_SIGNALING+0.160
  • ANDROGEN_RESPONSE+0.130
  • KRAS_SIGNALING_UP+0.130
  • APICAL_SURFACE+0.120
  • BILE_ACID_METABOLISM+0.120
  • MITOTIC_SPINDLE+0.120

Top 10 suppressed

  • MYC_TARGETS_V2-0.460
  • E2F_TARGETS-0.450
  • G2M_CHECKPOINT-0.400
  • DNA_REPAIR-0.370
  • MYC_TARGETS_V1-0.360
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.320
  • UV_RESPONSE_UP-0.320
  • OXIDATIVE_PHOSPHORYLATION-0.310
  • CHOLESTEROL_HOMEOSTASIS-0.270
  • MTORC1_SIGNALING-0.260

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-A2LM-01A-11R-A180-07
breast-umap@18
A0.862
2AUR-AFE4-TTP1-A-1-0-R-A741-41
breast-umap@18
D0.837
3TCGA-86-8668-01A-11R-2403-07
lung-landscapes@6
cohortA10.836
4TCGA-D8-A145-01A-11R-A115-07
breast-umap@18
A0.826
5102d912c-5882-4ae4-9eaf-cbd2f55f66af
melanoma-umap@29
0.822
6TCGA-A2-A1G0-01A-11R-A13Q-07
breast-umap@18
A0.821
7TCGA-D8-A27K-01A-11R-A16F-07
breast-umap@18
A0.814
8TCGA-05-4405-01A-21R-1858-07
lung-landscapes@6
cohortA10.814
9TCGA-AR-A24T-01A-11R-A169-07
breast-umap@18
A0.808
10TCGA-EW-A1IX-01A-12R-A144-07
breast-umap@18
A0.808

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
UV_RESPONSE_DN0.310Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.260Inavolisib— uncovered
PROTEIN_SECRETION0.250Remibrutinib— uncovered
TGF_BETA_SIGNALING0.210Inavolisib— uncovered
NOTCH_SIGNALING0.160Inavolisib— uncovered
ANDROGEN_RESPONSE0.130Inavolisib— uncovered
KRAS_SIGNALING_UP0.130Inavolisib— uncovered
APICAL_SURFACE0.120Temsirolimus— uncovered
BILE_ACID_METABOLISM0.120Inavolisib— uncovered
MITOTIC_SPINDLE0.120Inavolisib— uncovered
APOPTOSIS0.090Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.070Inavolisib— uncovered
HEME_METABOLISM0.060Temsirolimus— uncovered
ANGIOGENESIS0.040Remibrutinib— uncovered
MYOGENESIS0.020Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.020Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.010Idelalisib— uncovered