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

DRR168542

9c6e34a9-1988-5f15-9c94-e43500b458a7

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
sex
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.670
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.510
  • INTERFERON_GAMMA_RESPONSE+0.500
  • OXIDATIVE_PHOSPHORYLATION+0.500
  • ADIPOGENESIS+0.380
  • ALLOGRAFT_REJECTION+0.350
  • MYC_TARGETS_V2+0.330
  • IL6_JAK_STAT3_SIGNALING+0.320
  • DNA_REPAIR+0.300
  • PROTEIN_SECRETION+0.300

Top 10 suppressed

  • E2F_TARGETS-0.460
  • SPERMATOGENESIS-0.390
  • G2M_CHECKPOINT-0.380
  • PANCREAS_BETA_CELLS-0.340
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.210
  • KRAS_SIGNALING_DN-0.200
  • MYOGENESIS-0.170
  • CHOLESTEROL_HOMEOSTASIS-0.130
  • HEDGEHOG_SIGNALING-0.120
  • APICAL_SURFACE-0.110

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR13311160
bladder-landscape@3
0.872
2MNG415
mng-umap@100
0.817
3MNG1167
mng-umap@100
0.801
4BS_JK0VPG1T
brain-umap@2
Schwannoma0.800
5BS_CQEETJ66
brain-umap@2
Schwannoma0.798
6DRR168598
bladder-landscape@3
0.788
7BS_HBJZR69P
brain-umap@2
Schwannoma0.786
8BS_W72364MN
brain-umap@2
Meningioma0.780
9MNG634
mng-umap@100
0.780
103BCD8BE5-753D-43EF-B830-EA4356620A5C
brain-umap@2
0.779

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.670Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.510Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.500Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.500Remibrutinib— uncovered
ADIPOGENESIS0.380Inavolisib— uncovered
ALLOGRAFT_REJECTION0.350Idelalisib— uncovered
MYC_TARGETS_V20.330Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.320Inavolisib— uncovered
DNA_REPAIR0.300Idelalisib— uncovered
PROTEIN_SECRETION0.300Remibrutinib— uncovered
P53_PATHWAY0.290Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.250Inavolisib— uncovered
APOPTOSIS0.230Idelalisib— uncovered
HEME_METABOLISM0.230Temsirolimus— uncovered
PEROXISOME0.230Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.230Idelalisib— uncovered
TGF_BETA_SIGNALING0.220Inavolisib— uncovered
ANGIOGENESIS0.210Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.210Inavolisib— uncovered
APICAL_JUNCTION0.200Inavolisib— uncovered