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

s0122188

b4b38c74-f957-5471-9ecd-a4b292e8f354

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

  • ANGIOGENESIS+0.500
  • INTERFERON_ALPHA_RESPONSE+0.500
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.300
  • HEDGEHOG_SIGNALING+0.300
  • INTERFERON_GAMMA_RESPONSE+0.300
  • APICAL_JUNCTION+0.200
  • GLYCOLYSIS+0.200
  • MITOTIC_SPINDLE+0.200
  • MYOGENESIS+0.200
  • TGF_BETA_SIGNALING+0.200

Top 10 suppressed

  • MYC_TARGETS_V2-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.300
  • PEROXISOME-0.300
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.300
  • BILE_ACID_METABOLISM-0.200
  • E2F_TARGETS-0.200
  • HEME_METABOLISM-0.200
  • MYC_TARGETS_V1-0.200
  • SPERMATOGENESIS-0.200
  • ADIPOGENESIS-0.100

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-CQ-6224-01A-11R-1915-07
head-neck@1
0.755
2TCGA-XF-AAMT-01A-11R-A42T-07
bladder-landscape@3
0.741
3TCGA-E9-A229-01A-31R-A157-07
breast-umap@18
A0.730
4MNG530
mng-umap@100
0.712
5TCGA-D8-A73W-01A-22R-A352-07
breast-umap@18
B0.705
6ERR2278864
head-neck@1
0.705
7SRR8613792
breast-umap@18
D0.705
8TCGA-AR-A24V-01A-21R-A169-07
breast-umap@18
A0.704
9TCGA-CV-7090-01A-11R-2016-07
head-neck@1
0.703
10TCGA-FD-A3SP-01A-31R-A22U-07
bladder-landscape@3
0.699

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.500Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.500Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.300Inavolisib— uncovered
HEDGEHOG_SIGNALING0.300Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.300Idelalisib— uncovered
APICAL_JUNCTION0.200Inavolisib— uncovered
GLYCOLYSIS0.200Inavolisib— uncovered
MITOTIC_SPINDLE0.200Inavolisib— uncovered
MYOGENESIS0.200Inavolisib— uncovered
TGF_BETA_SIGNALING0.200Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.200Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered
COAGULATION0.100Binimetinib— uncovered
HYPOXIA0.100Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.100Idelalisib— uncovered
KRAS_SIGNALING_UP0.100Inavolisib— uncovered
PROTEIN_SECRETION0.100Remibrutinib— uncovered