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

R152

034ce65a-7001-5d07-9cce-d03cb096b9f6

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • E2F_TARGETS+0.550
  • MYC_TARGETS_V1+0.480
  • G2M_CHECKPOINT+0.470
  • PROTEIN_SECRETION+0.410
  • UNFOLDED_PROTEIN_RESPONSE+0.400
  • MTORC1_SIGNALING+0.290
  • DNA_REPAIR+0.260
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.250
  • MITOTIC_SPINDLE+0.220
  • INTERFERON_ALPHA_RESPONSE+0.210

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.340
  • APICAL_SURFACE-0.310
  • ESTROGEN_RESPONSE_EARLY-0.290
  • PANCREAS_BETA_CELLS-0.280
  • BILE_ACID_METABOLISM-0.250
  • ESTROGEN_RESPONSE_LATE-0.240
  • KRAS_SIGNALING_DN-0.230
  • XENOBIOTIC_METABOLISM-0.230
  • PEROXISOME-0.220
  • MYOGENESIS-0.210

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-G2-A2EF-01A-12R-A18C-07
bladder-landscape@3
0.844
2SRR934892
brain-umap@2
0.815
3592CC5DC-4DB7-4961-AB2B-89C8FE4A83D3
brain-umap@2
0.807
4SRR934912
brain-umap@2
0.805
5SRR934902
brain-umap@2
0.801
6SRR934878
brain-umap@2
0.799
7MNG1067
mng-umap@100
0.794
8SRR934804
brain-umap@2
0.793
95F350242-0CF6-43AC-AB06-2C130D85C5CC
brain-umap@2
0.791
10SRR934930
brain-umap@2
0.784

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.550Inavolisib— uncovered
MYC_TARGETS_V10.480Inavolisib— uncovered
G2M_CHECKPOINT0.470Inavolisib— uncovered
PROTEIN_SECRETION0.410Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.400Idelalisib— uncovered
MTORC1_SIGNALING0.290Inavolisib— uncovered
DNA_REPAIR0.260Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.250Inavolisib— uncovered
MITOTIC_SPINDLE0.220Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.210Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.200Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.190Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.190Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.170Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.170Inavolisib— uncovered
ANGIOGENESIS0.160Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.130Inavolisib— uncovered
MYC_TARGETS_V20.120Idelalisib— uncovered
P53_PATHWAY0.120Idelalisib— uncovered
COMPLEMENT0.110Inavolisib— uncovered