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

GSM5359442

527b3e6b-b106-52ad-a2d8-fd402d5bf89f

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

  • PANCREAS_BETA_CELLS+0.430
  • KRAS_SIGNALING_DN+0.400
  • SPERMATOGENESIS+0.290
  • MYOGENESIS+0.170
  • CHOLESTEROL_HOMEOSTASIS+0.160
  • HEDGEHOG_SIGNALING+0.160
  • APICAL_SURFACE+0.150
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.140
  • HYPOXIA+0.120
  • NOTCH_SIGNALING+0.080

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.500
  • MYC_TARGETS_V2-0.480
  • OXIDATIVE_PHOSPHORYLATION-0.450
  • MYC_TARGETS_V1-0.420
  • INTERFERON_GAMMA_RESPONSE-0.400
  • PI3K_AKT_MTOR_SIGNALING-0.400
  • DNA_REPAIR-0.390
  • UNFOLDED_PROTEIN_RESPONSE-0.360
  • FATTY_ACID_METABOLISM-0.330
  • MITOTIC_SPINDLE-0.310

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.

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

#SampleCancer typeSubtypecos similarity
1SRR6013484
lung-landscapes@6
cohortA40.895
2SRR1361674
brain-umap@2
GTEX0.866
3MNG835
mng-umap@100
0.862
4SRR1516039
bladder-landscape@3
0.861
5SRR26320080
bladder-landscape@3
0.856
6SRR1352975
brain-umap@2
GTEX0.856
7BS_KPT2WPHW
brain-umap@2
Ganglioglioma0.854
8SRR12202469
bladder-landscape@3
0.854
982982
medullo-epn-umap@date-based
EPNSupratentorial EPN0.853
10SRR4296064
lung-landscapes@6
cohortA10.852

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.430Cobimetinib— uncovered
KRAS_SIGNALING_DN0.400Remibrutinib— uncovered
SPERMATOGENESIS0.290Inavolisib— uncovered
MYOGENESIS0.170Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.160Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.160Inavolisib— uncovered
APICAL_SURFACE0.150Temsirolimus— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.140Inavolisib— uncovered
HYPOXIA0.120Idelalisib— uncovered
NOTCH_SIGNALING0.080Inavolisib— uncovered
COAGULATION0.060Binimetinib— uncovered
ESTROGEN_RESPONSE_LATE0.050Idelalisib— uncovered
UV_RESPONSE_DN0.050Inavolisib— uncovered
KRAS_SIGNALING_UP0.040Inavolisib— uncovered
GLYCOLYSIS0.020Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.010Idelalisib— uncovered