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

BS_HSHN8PBB

low-grade glioma

67a1f6d9-e087-5d55-981c-43455feaffb7

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
age_years
5
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

  • INTERFERON_ALPHA_RESPONSE+0.628
  • CHOLESTEROL_HOMEOSTASIS+0.536
  • INTERFERON_GAMMA_RESPONSE+0.531
  • MYOGENESIS+0.375
  • ALLOGRAFT_REJECTION+0.361
  • IL6_JAK_STAT3_SIGNALING+0.332
  • NOTCH_SIGNALING+0.312
  • APICAL_SURFACE+0.306
  • ADIPOGENESIS+0.301
  • HEDGEHOG_SIGNALING+0.283

Top 10 suppressed

  • E2F_TARGETS-0.571
  • G2M_CHECKPOINT-0.487
  • MYC_TARGETS_V1-0.421
  • PANCREAS_BETA_CELLS-0.341
  • SPERMATOGENESIS-0.276
  • MYC_TARGETS_V2-0.195
  • ANGIOGENESIS-0.187
  • MITOTIC_SPINDLE-0.183
  • PROTEIN_SECRETION-0.164
  • UNFOLDED_PROTEIN_RESPONSE-0.131

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
1BS_EYSS0ZDS
brain-umap@2
low-grade glioma0.923
2BS_WG203ECV
brain-umap@2
pilocytic astrocytoma0.892
3BS_0J9SHHSC
brain-umap@2
low-grade glioma0.870
4BS_V3REENH9
brain-umap@2
pilocytic astrocytoma0.870
5BS_NB5XWMJT
brain-umap@2
low-grade glioma0.869
6BS_DSS3S5XD
brain-umap@2
low-grade glioma0.867
7BS_4Y6BCYK5
brain-umap@2
pilocytic astrocytoma0.865
8BS_JH29M4KG
brain-umap@2
pilocytic astrocytoma0.862
9BS_EFEZB0ZH
brain-umap@2
low-grade glioma0.853
10BS_K2VYFVKZ
brain-umap@2
low-grade glioma0.852

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.628Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.536Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.531Idelalisib— uncovered
MYOGENESIS0.375Inavolisib— uncovered
ALLOGRAFT_REJECTION0.361Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.332Inavolisib— uncovered
NOTCH_SIGNALING0.312Inavolisib— uncovered
APICAL_SURFACE0.306Temsirolimus— uncovered
ADIPOGENESIS0.301Inavolisib— uncovered
HEDGEHOG_SIGNALING0.283Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.276Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.258Inavolisib— uncovered
COAGULATION0.251Binimetinib— uncovered
APICAL_JUNCTION0.245Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.239Inavolisib— uncovered
IL2_STAT5_SIGNALING0.228Idelalisib— uncovered
BILE_ACID_METABOLISM0.220Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.202Inavolisib— uncovered
FATTY_ACID_METABOLISM0.197Inavolisib— uncovered
COMPLEMENT0.190Inavolisib— uncovered