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

BS_SXRS2P6T

low-grade glioma

86b84a4b-48b6-5178-9c3b-46d247a10d82

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
3.2
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

  • INTERFERON_ALPHA_RESPONSE+0.686
  • INTERFERON_GAMMA_RESPONSE+0.548
  • IL6_JAK_STAT3_SIGNALING+0.500
  • CHOLESTEROL_HOMEOSTASIS+0.474
  • TNFA_SIGNALING_VIA_NFKB+0.445
  • PROTEIN_SECRETION+0.443
  • ALLOGRAFT_REJECTION+0.423
  • ANDROGEN_RESPONSE+0.402
  • COMPLEMENT+0.373
  • INFLAMMATORY_RESPONSE+0.365

Top 10 suppressed

  • E2F_TARGETS-0.440
  • G2M_CHECKPOINT-0.414
  • SPERMATOGENESIS-0.285
  • MITOTIC_SPINDLE-0.156
  • MYC_TARGETS_V1-0.155
  • PANCREAS_BETA_CELLS-0.149
  • APICAL_SURFACE-0.096
  • DNA_REPAIR-0.075
  • NOTCH_SIGNALING-0.067
  • KRAS_SIGNALING_DN-0.042

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_VW85Q4XJ
brain-umap@2
low-grade glioma0.923
2BS_CB6VK7PB
brain-umap@2
pilocytic astrocytoma0.918
3BS_42Y3YANN
brain-umap@2
pilocytic astrocytoma0.910
4BS_MBSTWZA6
brain-umap@2
pilocytic astrocytoma0.909
5BS_SQX5E15Z
brain-umap@2
pilocytic astrocytoma0.907
6BS_HX0S30NE
brain-umap@2
pilocytic astrocytoma0.903
7BS_E94QRJDW
brain-umap@2
low-grade glioma0.900
8BS_S1KK7XRH
brain-umap@2
low-grade glioma0.898
9BS_MF9X3PKH
brain-umap@2
low-grade glioma0.896
10BS_BKQZ550R
brain-umap@2
pilocytic astrocytoma0.895

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
INTERFERON_ALPHA_RESPONSE0.686Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.548Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.500Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.474Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.445Inavolisib— uncovered
PROTEIN_SECRETION0.443Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.423Idelalisib— uncovered
ANDROGEN_RESPONSE0.402Inavolisib— uncovered
COMPLEMENT0.373Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.365Idelalisib— uncovered
P53_PATHWAY0.305Idelalisib— uncovered
TGF_BETA_SIGNALING0.305Inavolisib— uncovered
ANGIOGENESIS0.297Remibrutinib— uncovered
IL2_STAT5_SIGNALING0.290Idelalisib— uncovered
KRAS_SIGNALING_UP0.287Inavolisib— uncovered
MTORC1_SIGNALING0.270Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.269Idelalisib— uncovered
COAGULATION0.250Binimetinib— uncovered
FATTY_ACID_METABOLISM0.244Inavolisib— uncovered
HEME_METABOLISM0.239Temsirolimus— uncovered