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

DRR168584

30683613-912a-5ae7-b49c-df65c73b7862

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

  • OXIDATIVE_PHOSPHORYLATION+0.320
  • P53_PATHWAY+0.310
  • ESTROGEN_RESPONSE_EARLY+0.290
  • ESTROGEN_RESPONSE_LATE+0.270
  • ANGIOGENESIS+0.260
  • COAGULATION+0.260
  • XENOBIOTIC_METABOLISM+0.260
  • MYC_TARGETS_V2+0.250
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.240
  • ADIPOGENESIS+0.230

Top 10 suppressed

  • G2M_CHECKPOINT-0.490
  • E2F_TARGETS-0.430
  • MITOTIC_SPINDLE-0.390
  • PROTEIN_SECRETION-0.390
  • ANDROGEN_RESPONSE-0.320
  • PI3K_AKT_MTOR_SIGNALING-0.240
  • UV_RESPONSE_DN-0.240
  • MTORC1_SIGNALING-0.230
  • UNFOLDED_PROTEIN_RESPONSE-0.210
  • WNT_BETA_CATENIN_SIGNALING-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
1SRR23303751
bladder-landscape@3
0.829
2TCGA-LL-A9Q3-01A-11R-A41B-07
breast-umap@18
B0.787
3MBCProject_0988_T1_RNA
breast-umap@18
B0.782
4SRR25043613
head-neck@1
0.775
5TCGA-LL-A6FQ-01A-11R-A31O-07
breast-umap@18
B0.760
6TCGA-V7-A7HQ-01A-11R-A33J-07
breast-umap@18
B0.752
7TCGA-AC-A3QP-01A-11R-A22U-07
breast-umap@18
B0.750
89c8140ab-454c-4f62-aa6e-d1cfe4e498e0
colon-landscapes@1
0.747
9TCGA-B6-A0I5-01A-11R-A034-07
breast-umap@18
B0.746
10TCGA-OL-A66L-01A-12R-A31O-07
breast-umap@18
B0.744

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.320Remibrutinib— uncovered
P53_PATHWAY0.310Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.290Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.270Idelalisib— uncovered
ANGIOGENESIS0.260Remibrutinib— uncovered
COAGULATION0.260Binimetinib— uncovered
XENOBIOTIC_METABOLISM0.260Inavolisib— uncovered
MYC_TARGETS_V20.250Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.240Inavolisib— uncovered
ADIPOGENESIS0.230Inavolisib— uncovered
BILE_ACID_METABOLISM0.210Inavolisib— uncovered
MYOGENESIS0.210Inavolisib— uncovered
PANCREAS_BETA_CELLS0.210Cobimetinib— uncovered
KRAS_SIGNALING_DN0.190Remibrutinib— uncovered
NOTCH_SIGNALING0.190Inavolisib— uncovered
GLYCOLYSIS0.180Inavolisib— uncovered
UV_RESPONSE_UP0.180Idelalisib— uncovered
PEROXISOME0.170Idelalisib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered
APICAL_SURFACE0.100Temsirolimus— uncovered