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

GSM5359419

0ab020a1-f7b6-5915-9177-9f1d803c095b

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

  • TGF_BETA_SIGNALING+0.450
  • P53_PATHWAY+0.340
  • PANCREAS_BETA_CELLS+0.310
  • PROTEIN_SECRETION+0.290
  • HYPOXIA+0.280
  • PEROXISOME+0.280
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.270
  • FATTY_ACID_METABOLISM+0.260
  • XENOBIOTIC_METABOLISM+0.260
  • ADIPOGENESIS+0.230

Top 10 suppressed

  • E2F_TARGETS-0.520
  • G2M_CHECKPOINT-0.490
  • ALLOGRAFT_REJECTION-0.370
  • MYC_TARGETS_V2-0.270
  • INFLAMMATORY_RESPONSE-0.260
  • MITOTIC_SPINDLE-0.260
  • HEDGEHOG_SIGNALING-0.210
  • MYC_TARGETS_V1-0.200
  • IL6_JAK_STAT3_SIGNALING-0.190
  • NOTCH_SIGNALING-0.190

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
1367ce5cb-52f9-4c87-aaa3-2808fca08bef
colon-landscapes@1
0.798
2TCGA-69-8253-01A-11R-2287-07
lung-landscapes@6
cohortA20.705
3TCGA-44-7671-01A-11R-2066-07
lung-landscapes@6
cohortA20.703
4TCGA-73-4677-01A-01R-1206-07
lung-landscapes@6
cohortA20.701
5MNG1099
mng-umap@100
0.686
6SRR8518177
breast-umap@18
F0.681
7SRR6079992
head-neck@1
0.670
8e94b6daf-3aed-4496-b64b-1b1a7d8e2011
colon-landscapes@1
0.668
9MNG1112
mng-umap@100
0.664
10SRR8943013
bladder-landscape@3
0.662

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.450Inavolisib— uncovered
P53_PATHWAY0.340Idelalisib— uncovered
PANCREAS_BETA_CELLS0.310Cobimetinib— uncovered
PROTEIN_SECRETION0.290Remibrutinib— uncovered
HYPOXIA0.280Idelalisib— uncovered
PEROXISOME0.280Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.270Inavolisib— uncovered
FATTY_ACID_METABOLISM0.260Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.260Inavolisib— uncovered
ADIPOGENESIS0.230Inavolisib— uncovered
KRAS_SIGNALING_DN0.220Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.220Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.220Inavolisib— uncovered
GLYCOLYSIS0.210Inavolisib— uncovered
APICAL_JUNCTION0.190Inavolisib— uncovered
APOPTOSIS0.190Idelalisib— uncovered
MTORC1_SIGNALING0.180Inavolisib— uncovered
ANDROGEN_RESPONSE0.160Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.160Inavolisib— uncovered
COAGULATION0.150Binimetinib— uncovered