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

DRR168535

fcc8b094-d25b-515c-a725-57075bcfb95c

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

  • E2F_TARGETS+0.490
  • G2M_CHECKPOINT+0.490
  • PROTEIN_SECRETION+0.470
  • MTORC1_SIGNALING+0.420
  • ANDROGEN_RESPONSE+0.370
  • MYC_TARGETS_V1+0.370
  • UNFOLDED_PROTEIN_RESPONSE+0.370
  • SPERMATOGENESIS+0.350
  • PANCREAS_BETA_CELLS+0.310
  • CHOLESTEROL_HOMEOSTASIS+0.300

Top 10 suppressed

  • ANGIOGENESIS-0.430
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.370
  • WNT_BETA_CATENIN_SIGNALING-0.350
  • HEDGEHOG_SIGNALING-0.340
  • P53_PATHWAY-0.300
  • NOTCH_SIGNALING-0.250
  • COAGULATION-0.220
  • APICAL_JUNCTION-0.210
  • TGF_BETA_SIGNALING-0.210
  • DNA_REPAIR-0.130

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-AO-A0JD-01A-11R-A056-07
breast-umap@18
C0.795
2SRR1797278
lung-landscapes@6
cohortSC0.794
3DRR168588
bladder-landscape@3
0.785
4SRR11296733
colon-landscapes@1
0.746
5TCGA-BH-A18U-01A-21R-A12D-07
breast-umap@18
C0.744
6SRR1797281
lung-landscapes@6
cohortSC0.739
7SRR2932839
head-neck@1
0.737
8feccc57b-a987-4dd7-babf-1a8982bd64cc
colon-landscapes@1
0.735
9SRR1516045
bladder-landscape@3
0.731
10TCGA-FD-A6TE-01A-12R-A33J-07
bladder-landscape@3
0.731

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.490Inavolisib— uncovered
G2M_CHECKPOINT0.490Inavolisib— uncovered
PROTEIN_SECRETION0.470Remibrutinib— uncovered
MTORC1_SIGNALING0.420Inavolisib— uncovered
ANDROGEN_RESPONSE0.370Inavolisib— uncovered
MYC_TARGETS_V10.370Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.370Idelalisib— uncovered
SPERMATOGENESIS0.350Inavolisib— uncovered
PANCREAS_BETA_CELLS0.310Cobimetinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.300Remibrutinib— uncovered
PEROXISOME0.190Idelalisib— uncovered
FATTY_ACID_METABOLISM0.180Inavolisib— uncovered
MITOTIC_SPINDLE0.180Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.170Idelalisib— uncovered
KRAS_SIGNALING_DN0.170Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.160Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.150Inavolisib— uncovered
GLYCOLYSIS0.140Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.140Inavolisib— uncovered
ADIPOGENESIS0.080Inavolisib— uncovered