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

AUR-AD9F-TTM2-A-1-1-R-A542-39

· D

6ef1db16-3fca-504e-a1ad-ac806ad3fa6d

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
D
subtype
D

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+0.530
  • IL6_JAK_STAT3_SIGNALING+0.470
  • INTERFERON_GAMMA_RESPONSE+0.410
  • COMPLEMENT+0.350
  • INTERFERON_ALPHA_RESPONSE+0.340
  • IL2_STAT5_SIGNALING+0.320
  • KRAS_SIGNALING_UP+0.290
  • INFLAMMATORY_RESPONSE+0.230
  • APOPTOSIS+0.220
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.220

Top 10 suppressed

  • MYC_TARGETS_V1-0.430
  • PROTEIN_SECRETION-0.320
  • CHOLESTEROL_HOMEOSTASIS-0.290
  • UNFOLDED_PROTEIN_RESPONSE-0.280
  • GLYCOLYSIS-0.270
  • MTORC1_SIGNALING-0.250
  • MYC_TARGETS_V2-0.250
  • OXIDATIVE_PHOSPHORYLATION-0.200
  • G2M_CHECKPOINT-0.190
  • PEROXISOME-0.150

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-PE-A5DE-01A-11R-A27Q-07
breast-umap@18
D0.859
2MNG303
mng-umap@100
0.851
3TCGA-55-8208-01A-11R-2241-07
lung-landscapes@6
cohortMD20.851
4e5b29c06-2ed0-4913-bf24-5bfde047defc
melanoma-umap@29
0.847
5TCGA-AC-A2FE-01A-11R-A19W-07
breast-umap@18
A0.837
6MNG728
mng-umap@100
0.833
7BS_JBGZ7HHZ
brain-umap@2
ganglioneuroblastoma0.833
8SRR8518127
breast-umap@18
D0.833
9TCGA-BH-A0B6-01A-11R-A19W-07
breast-umap@18
D0.829
10TCGA-D8-A73U-01A-11R-A33J-07
breast-umap@18
D0.827

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.530Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.470Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.410Idelalisib— uncovered
COMPLEMENT0.350Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.340Inavolisib— uncovered
IL2_STAT5_SIGNALING0.320Idelalisib— uncovered
KRAS_SIGNALING_UP0.290Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.230Idelalisib— uncovered
APOPTOSIS0.220Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.220Inavolisib— uncovered
COAGULATION0.190Binimetinib— uncovered
PANCREAS_BETA_CELLS0.150Cobimetinib— uncovered
ANGIOGENESIS0.140Remibrutinib— uncovered
APICAL_JUNCTION0.120Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.120Inavolisib— uncovered
BILE_ACID_METABOLISM0.110Inavolisib— uncovered
P53_PATHWAY0.110Idelalisib— uncovered
HEDGEHOG_SIGNALING0.100Inavolisib— uncovered
ANDROGEN_RESPONSE0.090Inavolisib— uncovered
MYOGENESIS0.090Inavolisib— uncovered