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

AUR-AFR4-TTM1-A-1-1-R-A743-41

· E

f52dd3fe-0604-5d82-81e4-4b087e35d84e

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
E
subtype
E

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V1+0.410
  • PANCREAS_BETA_CELLS+0.380
  • SPERMATOGENESIS+0.340
  • MYC_TARGETS_V2+0.310
  • E2F_TARGETS+0.290
  • OXIDATIVE_PHOSPHORYLATION+0.290
  • G2M_CHECKPOINT+0.240
  • MTORC1_SIGNALING+0.240
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.160
  • KRAS_SIGNALING_DN+0.150

Top 10 suppressed

  • ANGIOGENESIS-0.510
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.500
  • UV_RESPONSE_DN-0.370
  • TNFA_SIGNALING_VIA_NFKB-0.360
  • IL6_JAK_STAT3_SIGNALING-0.350
  • TGF_BETA_SIGNALING-0.340
  • APOPTOSIS-0.320
  • COAGULATION-0.320
  • ANDROGEN_RESPONSE-0.270
  • APICAL_JUNCTION-0.270

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-66-2754-01A-01R-0980-07
lung-landscapes@6
cohortA30.859
2TCGA-33-4582-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.848
3SRR1313148
breast-umap@18
E0.845
4SRR25617827
breast-umap@18
E0.841
5SRR4195684
colon-landscapes@1
0.841
6TCGA-HD-A634-01A-11R-A28V-07
head-neck@1
0.840
7BS_YETBN0RQ
brain-umap@2
medulloblastoma0.840
8SRR650205
bladder-landscape@3
0.839
9SRR8518130
breast-umap@18
E0.838
10SRR12696795
melanoma-umap@29
0.838

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.410Inavolisib— uncovered
PANCREAS_BETA_CELLS0.380Cobimetinib— uncovered
SPERMATOGENESIS0.340Inavolisib— uncovered
MYC_TARGETS_V20.310Idelalisib— uncovered
E2F_TARGETS0.290Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.290Remibrutinib— uncovered
G2M_CHECKPOINT0.240Inavolisib— uncovered
MTORC1_SIGNALING0.240Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.160Inavolisib— uncovered
KRAS_SIGNALING_DN0.150Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.110Inavolisib— uncovered
GLYCOLYSIS0.070Inavolisib— uncovered
PROTEIN_SECRETION0.070Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.030Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.020Idelalisib— uncovered