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

DRR168566

c6c87753-b2af-5f15-94e1-11275bfe2384

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

  • NOTCH_SIGNALING+0.270
  • MYC_TARGETS_V2+0.250
  • PROTEIN_SECRETION+0.230
  • UV_RESPONSE_DN+0.230
  • ADIPOGENESIS+0.190
  • CHOLESTEROL_HOMEOSTASIS+0.190
  • WNT_BETA_CATENIN_SIGNALING+0.190
  • DNA_REPAIR+0.160
  • TGF_BETA_SIGNALING+0.160
  • UNFOLDED_PROTEIN_RESPONSE+0.160

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.590
  • INTERFERON_GAMMA_RESPONSE-0.450
  • INFLAMMATORY_RESPONSE-0.350
  • ALLOGRAFT_REJECTION-0.340
  • IL6_JAK_STAT3_SIGNALING-0.300
  • COMPLEMENT-0.290
  • TNFA_SIGNALING_VIA_NFKB-0.270
  • APOPTOSIS-0.260
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.230
  • KRAS_SIGNALING_UP-0.170

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-B6-A0I8-01A-11R-A034-07
breast-umap@18
B0.802
2TCGA-C8-A3M8-01A-11R-A213-07
breast-umap@18
B0.791
3MNG268
mng-umap@100
0.781
4MNG1102
mng-umap@100
0.762
5131546
medullo-epn-umap@date-based
EPNEPN Tumor0.749
6SRR11296875
colon-landscapes@1
0.748
7TCGA-86-8279-01A-11R-2287-07
lung-landscapes@6
cohortA10.746
8SRR2932825
head-neck@1
0.738
99f9dec84-0c2c-4f85-8024-b8fb1de1eb81
colon-landscapes@1
0.732
10SRR13311175
bladder-landscape@3
0.728

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
NOTCH_SIGNALING0.270Inavolisib— uncovered
MYC_TARGETS_V20.250Idelalisib— uncovered
PROTEIN_SECRETION0.230Remibrutinib— uncovered
UV_RESPONSE_DN0.230Inavolisib— uncovered
ADIPOGENESIS0.190Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.190Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.190Inavolisib— uncovered
DNA_REPAIR0.160Idelalisib— uncovered
TGF_BETA_SIGNALING0.160Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.160Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.150Remibrutinib— uncovered
UV_RESPONSE_UP0.140Idelalisib— uncovered
PEROXISOME0.110Idelalisib— uncovered
ANGIOGENESIS0.100Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.100Inavolisib— uncovered
GLYCOLYSIS0.100Inavolisib— uncovered
APICAL_JUNCTION0.090Inavolisib— uncovered
MYOGENESIS0.070Inavolisib— uncovered
MITOTIC_SPINDLE0.050Inavolisib— uncovered
SPERMATOGENESIS0.030Inavolisib— uncovered