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

TCGA-LD-A7W5-01A-22R-A352-07

· A

ba66059d-d104-51cd-9284-6362c9e74a5b

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ALLOGRAFT_REJECTION+0.400
  • INTERFERON_ALPHA_RESPONSE+0.380
  • INTERFERON_GAMMA_RESPONSE+0.370
  • IL6_JAK_STAT3_SIGNALING+0.310
  • MYOGENESIS+0.260
  • KRAS_SIGNALING_DN+0.180
  • COAGULATION+0.170
  • WNT_BETA_CATENIN_SIGNALING+0.150
  • APICAL_JUNCTION+0.100
  • TNFA_SIGNALING_VIA_NFKB+0.100

Top 10 suppressed

  • PROTEIN_SECRETION-0.560
  • MTORC1_SIGNALING-0.480
  • ANDROGEN_RESPONSE-0.450
  • CHOLESTEROL_HOMEOSTASIS-0.410
  • E2F_TARGETS-0.410
  • MYC_TARGETS_V1-0.390
  • OXIDATIVE_PHOSPHORYLATION-0.380
  • G2M_CHECKPOINT-0.360
  • GLYCOLYSIS-0.350
  • UNFOLDED_PROTEIN_RESPONSE-0.330

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
1SRR13311155
bladder-landscape@3
0.885
2SRR8518409
breast-umap@18
D0.882
3MBCProject_0375_T1_B_RNA
breast-umap@18
D0.879
4MNG450
mng-umap@100
0.876
5TCGA-93-A4JO-01A-21R-A24X-07
lung-landscapes@6
cohortA10.859
6MNG1248
mng-umap@100
0.857
7s0112296
melanoma-umap@29
0.855
8SRR8518166
breast-umap@18
D0.855
9BS_G5QBBHDV
brain-umap@2
low-grade glioma0.852
10SRR12202481
bladder-landscape@3
0.842

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.400Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.380Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.370Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.310Inavolisib— uncovered
MYOGENESIS0.260Inavolisib— uncovered
KRAS_SIGNALING_DN0.180Remibrutinib— uncovered
COAGULATION0.170Binimetinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.150Inavolisib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.100Inavolisib— uncovered
HEDGEHOG_SIGNALING0.070Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.070Idelalisib— uncovered
KRAS_SIGNALING_UP0.060Inavolisib— uncovered
PANCREAS_BETA_CELLS0.050Cobimetinib— uncovered
XENOBIOTIC_METABOLISM0.050Inavolisib— uncovered
IL2_STAT5_SIGNALING0.040Idelalisib— uncovered