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

DRR168531

6e1ad19f-cf66-58c8-a13f-d30d4a468366

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

  • PROTEIN_SECRETION+0.440
  • ANDROGEN_RESPONSE+0.330
  • ANGIOGENESIS+0.320
  • UV_RESPONSE_DN+0.320
  • MYC_TARGETS_V1+0.310
  • TGF_BETA_SIGNALING+0.300
  • KRAS_SIGNALING_UP+0.270
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.230
  • WNT_BETA_CATENIN_SIGNALING+0.200
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.170

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.440
  • INTERFERON_GAMMA_RESPONSE-0.340
  • IL6_JAK_STAT3_SIGNALING-0.270
  • MYC_TARGETS_V2-0.230
  • DNA_REPAIR-0.220
  • ALLOGRAFT_REJECTION-0.200
  • E2F_TARGETS-0.170
  • MYOGENESIS-0.140
  • XENOBIOTIC_METABOLISM-0.130
  • BILE_ACID_METABOLISM-0.090

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
1SRR4195651
colon-landscapes@1
0.767
220020076.Her2HRpos
breast-umap@18
C0.745
3SRR25617938
breast-umap@18
B0.736
4SRR25617942
breast-umap@18
C0.726
5MBCProject_0067_T1_RNA
breast-umap@18
A0.725
65b6bd2fd-de8e-4d58-9b38-c3b2bf2ed418
melanoma-umap@29
0.723
7TCGA-CN-4731-01A-01R-1436-07
head-neck@1
0.719
8a7bda5b9-9c95-4f90-bab6-10ab15ee2b48
melanoma-umap@29
0.714
9R420
bladder-landscape@3
0.703
10R140
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 26 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.440Remibrutinib— uncovered
ANDROGEN_RESPONSE0.330Inavolisib— uncovered
ANGIOGENESIS0.320Remibrutinib— uncovered
UV_RESPONSE_DN0.320Inavolisib— uncovered
MYC_TARGETS_V10.310Inavolisib— uncovered
TGF_BETA_SIGNALING0.300Inavolisib— uncovered
KRAS_SIGNALING_UP0.270Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.230Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.170Inavolisib— uncovered
COAGULATION0.160Binimetinib— uncovered
ESTROGEN_RESPONSE_EARLY0.150Inavolisib— uncovered
HEDGEHOG_SIGNALING0.150Inavolisib— uncovered
HYPOXIA0.140Idelalisib— uncovered
MTORC1_SIGNALING0.130Inavolisib— uncovered
NOTCH_SIGNALING0.130Inavolisib— uncovered
APOPTOSIS0.100Idelalisib— uncovered
PANCREAS_BETA_CELLS0.090Cobimetinib— uncovered
PEROXISOME0.070Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.070Inavolisib— uncovered