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

GSM5359441

3f8dbc9b-113d-5e7b-9dc1-aa47cff13200

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

  • ALLOGRAFT_REJECTION+0.580
  • INTERFERON_ALPHA_RESPONSE+0.570
  • INTERFERON_GAMMA_RESPONSE+0.560
  • INFLAMMATORY_RESPONSE+0.480
  • COMPLEMENT+0.440
  • IL6_JAK_STAT3_SIGNALING+0.440
  • PANCREAS_BETA_CELLS+0.430
  • COAGULATION+0.390
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.390
  • APOPTOSIS+0.380

Top 10 suppressed

  • MYC_TARGETS_V2-0.400
  • G2M_CHECKPOINT-0.150
  • WNT_BETA_CATENIN_SIGNALING-0.150
  • MITOTIC_SPINDLE-0.020
  • NOTCH_SIGNALING+0.000
  • TGF_BETA_SIGNALING+0.010
  • HYPOXIA+0.040
  • UNFOLDED_PROTEIN_RESPONSE+0.060
  • UV_RESPONSE_DN+0.060
  • DNA_REPAIR+0.080

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
1BS_KEA474HN
brain-umap@2
low-grade glioma0.865
2BS_VARR255N
brain-umap@2
pilocytic astrocytoma0.864
3TCGA-BH-A0BC-01A-22R-A084-07
breast-umap@18
A0.862
4SJEPD031285_D1.RNA-Seq
medullo-epn-umap@date-based
EPNEPN Tumor0.860
5MDT-AP-2149
medullo-epn-umap@date-based
MedMedulloblastoma0.857
6BS_9HSGV9TJ
brain-umap@2
pleomorphic xanthoastrocytoma(PXA)0.855
7TCGA-39-5022-01A-21R-1820-07
lung-landscapes@6
cohortSQ10.854
82c10534e-5fb7-49b0-8f57-584cb31f3a08
colon-landscapes@1
0.854
9BS_1TPWFSK6
brain-umap@2
subependymal giant cell astrocytoma(SEGA)0.854
10b428d434-2904-4f67-a66f-b7928e2951e3
melanoma-umap@29
0.853

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.580Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.570Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.560Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.480Idelalisib— uncovered
COMPLEMENT0.440Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.440Inavolisib— uncovered
PANCREAS_BETA_CELLS0.430Cobimetinib— uncovered
COAGULATION0.390Binimetinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.390Inavolisib— uncovered
APOPTOSIS0.380Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.380Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.380Inavolisib— uncovered
IL2_STAT5_SIGNALING0.380Idelalisib— uncovered
APICAL_SURFACE0.360Temsirolimus— uncovered
KRAS_SIGNALING_UP0.360Inavolisib— uncovered
PROTEIN_SECRETION0.360Remibrutinib— uncovered
ANDROGEN_RESPONSE0.350Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.330Idelalisib— uncovered
APICAL_JUNCTION0.320Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.300Remibrutinib— uncovered