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

GSM5359436

91409c21-9e28-5b9c-a101-4509440f02b2

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

  • PANCREAS_BETA_CELLS+0.500
  • INFLAMMATORY_RESPONSE+0.420
  • ALLOGRAFT_REJECTION+0.410
  • KRAS_SIGNALING_DN+0.410
  • KRAS_SIGNALING_UP+0.350
  • HEDGEHOG_SIGNALING+0.340
  • IL6_JAK_STAT3_SIGNALING+0.310
  • TNFA_SIGNALING_VIA_NFKB+0.310
  • APICAL_SURFACE+0.280
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.260

Top 10 suppressed

  • MYC_TARGETS_V1-0.560
  • OXIDATIVE_PHOSPHORYLATION-0.530
  • PROTEIN_SECRETION-0.510
  • DNA_REPAIR-0.430
  • TGF_BETA_SIGNALING-0.400
  • MYC_TARGETS_V2-0.380
  • UNFOLDED_PROTEIN_RESPONSE-0.370
  • MTORC1_SIGNALING-0.360
  • ADIPOGENESIS-0.350
  • NOTCH_SIGNALING-0.350

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.

4 twins match this tumor's tissue · 6 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1SRR1331289
brain-umap@2
GTEX0.934
2SRR13311178
bladder-landscape@3
0.930
3MNG1146
mng-umap@100
0.927
4SRR659472
brain-umap@2
GTEX0.918
5SRR8943034
bladder-landscape@3
0.918
6MNG272
mng-umap@100
0.916
7SRR602839
brain-umap@2
GTEX0.914
8SRR1375616
brain-umap@2
GTEX0.913
9SRR1429957
brain-umap@2
GTEX0.913
10SRR1418604
brain-umap@2
GTEX0.911

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.500Cobimetinib— uncovered
INFLAMMATORY_RESPONSE0.420Idelalisib— uncovered
ALLOGRAFT_REJECTION0.410Idelalisib— uncovered
KRAS_SIGNALING_DN0.410Remibrutinib— uncovered
KRAS_SIGNALING_UP0.350Inavolisib— uncovered
HEDGEHOG_SIGNALING0.340Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.310Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.310Inavolisib— uncovered
APICAL_SURFACE0.280Temsirolimus— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.260Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.230Idelalisib— uncovered
BILE_ACID_METABOLISM0.220Inavolisib— uncovered
MYOGENESIS0.220Inavolisib— uncovered
SPERMATOGENESIS0.210Inavolisib— uncovered
COMPLEMENT0.200Inavolisib— uncovered
IL2_STAT5_SIGNALING0.200Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.190Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.180Inavolisib— uncovered
COAGULATION0.140Binimetinib— uncovered
ANGIOGENESIS0.110Remibrutinib— uncovered