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

TCGA-A8-A07E-01A-11R-A034-07

· A

42616d15-1406-5648-892b-273e898c3fb1

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
20
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+0.540
  • UV_RESPONSE_DN+0.490
  • TGF_BETA_SIGNALING+0.450
  • G2M_CHECKPOINT+0.420
  • HEDGEHOG_SIGNALING+0.410
  • MITOTIC_SPINDLE+0.410
  • ANGIOGENESIS+0.400
  • NOTCH_SIGNALING+0.400
  • ANDROGEN_RESPONSE+0.390
  • PI3K_AKT_MTOR_SIGNALING+0.340

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.380
  • INTERFERON_ALPHA_RESPONSE-0.310
  • DNA_REPAIR-0.210
  • CHOLESTEROL_HOMEOSTASIS-0.180
  • MYC_TARGETS_V2-0.180
  • FATTY_ACID_METABOLISM-0.130
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.100
  • GLYCOLYSIS-0.080
  • KRAS_SIGNALING_DN-0.070
  • MTORC1_SIGNALING-0.050

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-55-7726-01A-11R-2170-07
lung-landscapes@6
cohortSQ10.856
2TCGA-HD-7753-01A-11R-2081-07
head-neck@1
0.838
3DRR168609
bladder-landscape@3
0.835
4TCGA-BH-A0C1-01B-11R-A12D-07
breast-umap@18
A0.833
5TCGA-BH-A1FU-01A-11R-A14D-07
breast-umap@18
C0.825
6TCGA-BH-A0AV-01A-31R-A115-07
breast-umap@18
E0.823
7TCGA-60-2704-01A-11R-2045-07
lung-landscapes@6
cohortSQ10.809
8SAMN03290934
melanoma-umap@29
0.805
9TCGA-A7-A26G-01A-21R-A169-07
breast-umap@18
D0.799
10MDT-AP-3263
medullo-epn-umap@date-based
MedMedulloblastoma0.798

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.540Inavolisib— uncovered
UV_RESPONSE_DN0.490Inavolisib— uncovered
TGF_BETA_SIGNALING0.450Inavolisib— uncovered
G2M_CHECKPOINT0.420Inavolisib— uncovered
HEDGEHOG_SIGNALING0.410Inavolisib— uncovered
MITOTIC_SPINDLE0.410Inavolisib— uncovered
ANGIOGENESIS0.400Remibrutinib— uncovered
NOTCH_SIGNALING0.400Inavolisib— uncovered
ANDROGEN_RESPONSE0.390Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.340Inavolisib— uncovered
KRAS_SIGNALING_UP0.330Inavolisib— uncovered
E2F_TARGETS0.320Inavolisib— uncovered
IL2_STAT5_SIGNALING0.290Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.290Inavolisib— uncovered
COAGULATION0.280Binimetinib— uncovered
APICAL_JUNCTION0.270Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.270Inavolisib— uncovered
COMPLEMENT0.260Inavolisib— uncovered
ALLOGRAFT_REJECTION0.230Idelalisib— uncovered
PROTEIN_SECRETION0.210Remibrutinib— uncovered