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

BS_E94QRJDW

low-grade glioma

746704e2-14dd-5c25-ba60-136e96af092e

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
low-grade glioma
cancer_type_detailed
subtype
cancer_type
low-grade glioma
overall_survival_months
35.611038107752954
age_years
2.205
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

  • CHOLESTEROL_HOMEOSTASIS+0.554
  • IL6_JAK_STAT3_SIGNALING+0.519
  • TNFA_SIGNALING_VIA_NFKB+0.515
  • INTERFERON_GAMMA_RESPONSE+0.509
  • ALLOGRAFT_REJECTION+0.502
  • INFLAMMATORY_RESPONSE+0.469
  • INTERFERON_ALPHA_RESPONSE+0.467
  • COMPLEMENT+0.434
  • ANDROGEN_RESPONSE+0.416
  • KRAS_SIGNALING_UP+0.322

Top 10 suppressed

  • E2F_TARGETS-0.393
  • G2M_CHECKPOINT-0.376
  • DNA_REPAIR-0.248
  • MITOTIC_SPINDLE-0.219
  • SPERMATOGENESIS-0.136
  • OXIDATIVE_PHOSPHORYLATION-0.069
  • HEME_METABOLISM-0.050
  • PEROXISOME-0.048
  • WNT_BETA_CATENIN_SIGNALING-0.046
  • BILE_ACID_METABOLISM-0.034

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_SQX5E15Z
brain-umap@2
pilocytic astrocytoma0.924
2BS_X91K8KMG
brain-umap@2
pilocytic astrocytoma0.919
3BS_HX0S30NE
brain-umap@2
pilocytic astrocytoma0.906
4BS_SXRS2P6T
brain-umap@2
low-grade glioma0.900
5BS_EN2VK7NY
brain-umap@2
low-grade glioma0.894
6BS_MF9X3PKH
brain-umap@2
low-grade glioma0.890
7BS_WRHDP7WF
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.886
8BS_N1E0H8YQ
brain-umap@2
low-grade glioma0.885
9BS_FAQQ0GCQ
brain-umap@2
Ganglioglioma0.884
10BS_MBSTWZA6
brain-umap@2
pilocytic astrocytoma0.882

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
CHOLESTEROL_HOMEOSTASIS0.554Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.519Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.515Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.509Idelalisib— uncovered
ALLOGRAFT_REJECTION0.502Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.469Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.467Inavolisib— uncovered
COMPLEMENT0.434Inavolisib— uncovered
ANDROGEN_RESPONSE0.416Inavolisib— uncovered
KRAS_SIGNALING_UP0.322Inavolisib— uncovered
IL2_STAT5_SIGNALING0.314Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.313Idelalisib— uncovered
TGF_BETA_SIGNALING0.301Inavolisib— uncovered
PROTEIN_SECRETION0.298Remibrutinib— uncovered
ANGIOGENESIS0.292Remibrutinib— uncovered
COAGULATION0.292Binimetinib— uncovered
APICAL_SURFACE0.285Temsirolimus— uncovered
MTORC1_SIGNALING0.280Inavolisib— uncovered
HYPOXIA0.277Idelalisib— uncovered
P53_PATHWAY0.269Idelalisib— uncovered