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

SRR2932826

bbb4c2db-9a92-5008-955a-a33b99f0d856

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
female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.540
  • ANGIOGENESIS+0.400
  • HYPOXIA+0.390
  • APICAL_JUNCTION+0.320
  • PANCREAS_BETA_CELLS+0.310
  • WNT_BETA_CATENIN_SIGNALING+0.290
  • HEDGEHOG_SIGNALING+0.270
  • MYOGENESIS+0.240
  • GLYCOLYSIS+0.230
  • UV_RESPONSE_DN+0.230

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.350
  • E2F_TARGETS-0.340
  • ALLOGRAFT_REJECTION-0.320
  • INTERFERON_GAMMA_RESPONSE-0.290
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.290
  • ADIPOGENESIS-0.280
  • IL6_JAK_STAT3_SIGNALING-0.280
  • G2M_CHECKPOINT-0.250
  • SPERMATOGENESIS-0.240
  • BILE_ACID_METABOLISM-0.230

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
1SRR8613779
breast-umap@18
D0.833
2TCGA-BA-6868-01B-12R-1915-07
head-neck@1
0.820
3SRR8613703
breast-umap@18
D0.815
4TCGA-77-8145-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.811
5SRR975596
colon-landscapes@1
0.806
6TCGA-56-8626-01A-11R-2403-07
lung-landscapes@6
cohortSQ10.802
7f825534d-5882-4efe-a32e-af56741854f6
colon-landscapes@1
0.782
8MNG527
mng-umap@100
0.778
9SRR8613758
breast-umap@18
C0.777
10TCGA-OL-A97C-01A-32R-A41B-07
breast-umap@18
A0.774

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.540Inavolisib— uncovered
ANGIOGENESIS0.400Remibrutinib— uncovered
HYPOXIA0.390Idelalisib— uncovered
APICAL_JUNCTION0.320Inavolisib— uncovered
PANCREAS_BETA_CELLS0.310Cobimetinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.290Inavolisib— uncovered
HEDGEHOG_SIGNALING0.270Inavolisib— uncovered
MYOGENESIS0.240Inavolisib— uncovered
GLYCOLYSIS0.230Inavolisib— uncovered
UV_RESPONSE_DN0.230Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.220Remibrutinib— uncovered
NOTCH_SIGNALING0.190Inavolisib— uncovered
TGF_BETA_SIGNALING0.170Inavolisib— uncovered
COAGULATION0.160Binimetinib— uncovered
APICAL_SURFACE0.080Temsirolimus— uncovered
P53_PATHWAY0.050Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.040Idelalisib— uncovered
DNA_REPAIR0.030Idelalisib— uncovered
MTORC1_SIGNALING0.010Inavolisib— uncovered