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

DRR168592

f9441f6d-9ac8-5f50-8073-26fbf56bab01

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+0.510
  • ALLOGRAFT_REJECTION+0.420
  • IL6_JAK_STAT3_SIGNALING+0.400
  • INTERFERON_GAMMA_RESPONSE+0.400
  • INTERFERON_ALPHA_RESPONSE+0.390
  • COMPLEMENT+0.370
  • PROTEIN_SECRETION+0.370
  • FATTY_ACID_METABOLISM+0.350
  • COAGULATION+0.310
  • E2F_TARGETS+0.310

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.390
  • WNT_BETA_CATENIN_SIGNALING-0.300
  • MYC_TARGETS_V2-0.240
  • UV_RESPONSE_DN-0.180
  • KRAS_SIGNALING_DN-0.160
  • TNFA_SIGNALING_VIA_NFKB-0.140
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.130
  • HYPOXIA-0.130
  • MYOGENESIS-0.130
  • APICAL_JUNCTION-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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-K4-A5RJ-01A-11R-A28M-07
bladder-landscape@3
0.830
249df6599-2159-457c-a94f-980cab788dbf
colon-landscapes@1
0.783
3TCGA-A2-A0SW-01A-11R-A084-07
breast-umap@18
C0.780
4TCGA-E7-A7DV-01A-11R-A33J-07
bladder-landscape@3
0.759
5608d8ca8-8eeb-40a1-a95b-57eefcabbdab
colon-landscapes@1
0.755
6TCGA-05-5425-01A-02R-1628-07
lung-landscapes@6
cohortA40.752
7TCGA-39-5011-01A-01R-1443-07
lung-landscapes@6
cohortA10.751
8ff02e85e-2f87-4832-aaea-3322db33c57a
colon-landscapes@1
0.748
9TCGA-A8-A094-01A-11R-A00Z-07
breast-umap@18
C0.745
10AUR-AERW-TTM1-A-1-1-R-A742-41
breast-umap@18
C0.738

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.510Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.420Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.400Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.400Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.390Inavolisib— uncovered
COMPLEMENT0.370Inavolisib— uncovered
PROTEIN_SECRETION0.370Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.350Inavolisib— uncovered
COAGULATION0.310Binimetinib— uncovered
E2F_TARGETS0.310Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.290Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.280Inavolisib— uncovered
ADIPOGENESIS0.270Inavolisib— uncovered
ANDROGEN_RESPONSE0.230Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.230Idelalisib— uncovered
BILE_ACID_METABOLISM0.210Inavolisib— uncovered
DNA_REPAIR0.190Idelalisib— uncovered
PEROXISOME0.190Idelalisib— uncovered
IL2_STAT5_SIGNALING0.170Idelalisib— uncovered
PANCREAS_BETA_CELLS0.170Cobimetinib— uncovered