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

GSM5359409

6e2ce56c-94ea-50c7-8d9b-b22f40d74b98

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

  • INFLAMMATORY_RESPONSE+0.560
  • TNFA_SIGNALING_VIA_NFKB+0.560
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.510
  • IL6_JAK_STAT3_SIGNALING+0.510
  • ALLOGRAFT_REJECTION+0.500
  • INTERFERON_GAMMA_RESPONSE+0.490
  • COAGULATION+0.480
  • COMPLEMENT+0.470
  • INTERFERON_ALPHA_RESPONSE+0.470
  • ANGIOGENESIS+0.430

Top 10 suppressed

  • E2F_TARGETS-0.640
  • G2M_CHECKPOINT-0.580
  • MYC_TARGETS_V1-0.520
  • MYC_TARGETS_V2-0.350
  • MITOTIC_SPINDLE-0.300
  • DNA_REPAIR-0.280
  • SPERMATOGENESIS-0.260
  • MTORC1_SIGNALING-0.200
  • UNFOLDED_PROTEIN_RESPONSE-0.140
  • GLYCOLYSIS-0.100

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.

3 twins match this tumor's tissue · 7 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_Z0AVVB1V
brain-umap@2
pilocytic astrocytoma0.942
2SRR1797296
lung-landscapes@6
cohortMD20.932
3BS_ZV9Z3SY6
brain-umap@2
pilocytic astrocytoma0.932
4BS_RRAEQZ97
brain-umap@2
pilocytic astrocytoma0.932
5BS_KXH37MPN
brain-umap@2
DNET0.929
6BS_AP0SZ364
brain-umap@2
low-grade glioma0.927
7SRR8518191
breast-umap@18
D0.927
8BS_MF9X3PKH
brain-umap@2
low-grade glioma0.926
9TCGA-A2-A0EN-01A-13R-A084-07
breast-umap@18
A0.925
10BS_EFEZB0ZH
brain-umap@2
low-grade glioma0.924

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INFLAMMATORY_RESPONSE0.560Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.560Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.510Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.510Inavolisib— uncovered
ALLOGRAFT_REJECTION0.500Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.490Idelalisib— uncovered
COAGULATION0.480Binimetinib— uncovered
COMPLEMENT0.470Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.470Inavolisib— uncovered
ANGIOGENESIS0.430Remibrutinib— uncovered
IL2_STAT5_SIGNALING0.420Idelalisib— uncovered
KRAS_SIGNALING_UP0.390Inavolisib— uncovered
APOPTOSIS0.350Idelalisib— uncovered
BILE_ACID_METABOLISM0.300Inavolisib— uncovered
UV_RESPONSE_DN0.300Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.300Inavolisib— uncovered
FATTY_ACID_METABOLISM0.290Inavolisib— uncovered
HEDGEHOG_SIGNALING0.280Inavolisib— uncovered
MYOGENESIS0.280Inavolisib— uncovered
NOTCH_SIGNALING0.280Inavolisib— uncovered