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

BS_TMTV769C

low-grade glioma

4be27096-808e-58bb-bbc1-113d86ec13dd

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
145.10512483574243
age_years
5.038
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

  • KRAS_SIGNALING_DN+0.347
  • BILE_ACID_METABOLISM+0.345
  • MYOGENESIS+0.239
  • ANDROGEN_RESPONSE+0.222
  • UV_RESPONSE_DN+0.193
  • PANCREAS_BETA_CELLS+0.184
  • HEME_METABOLISM+0.155
  • ESTROGEN_RESPONSE_EARLY+0.154
  • XENOBIOTIC_METABOLISM+0.130
  • ESTROGEN_RESPONSE_LATE+0.116

Top 10 suppressed

  • MYC_TARGETS_V2-0.627
  • E2F_TARGETS-0.559
  • MYC_TARGETS_V1-0.555
  • DNA_REPAIR-0.537
  • G2M_CHECKPOINT-0.522
  • UNFOLDED_PROTEIN_RESPONSE-0.435
  • ANGIOGENESIS-0.399
  • OXIDATIVE_PHOSPHORYLATION-0.393
  • WNT_BETA_CATENIN_SIGNALING-0.381
  • IL6_JAK_STAT3_SIGNALING-0.307

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_ME3HKN2C
brain-umap@2
Ganglioglioma0.947
2BS_SFKZSJN1
brain-umap@2
low-grade glioma0.928
3BS_G9XE3N9T
brain-umap@2
pilocytic astrocytoma0.891
4C3L-02958
lung-landscapes@6
cohortA10.873
5BS_3PYESPHA
brain-umap@2
Ganglioglioma0.873
6BS_7N0B2CY1
brain-umap@2
Ganglioglioma0.873
7BS_DMZP9G1H
brain-umap@2
Ganglioglioma0.872
8BS_258RRGDM
brain-umap@2
low-grade glioma0.869
9C3L-03679
lung-landscapes@6
cohortA10.868
10SRR1339387
brain-umap@2
GTEX0.866

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
KRAS_SIGNALING_DN0.347Remibrutinib— uncovered
BILE_ACID_METABOLISM0.345Inavolisib— uncovered
MYOGENESIS0.239Inavolisib— uncovered
ANDROGEN_RESPONSE0.222Inavolisib— uncovered
UV_RESPONSE_DN0.193Inavolisib— uncovered
PANCREAS_BETA_CELLS0.184Cobimetinib— uncovered
HEME_METABOLISM0.155Temsirolimus— uncovered
ESTROGEN_RESPONSE_EARLY0.154Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.130Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.116Idelalisib— uncovered
FATTY_ACID_METABOLISM0.116Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.096Remibrutinib— uncovered
PROTEIN_SECRETION0.077Remibrutinib— uncovered
NOTCH_SIGNALING0.073Inavolisib— uncovered
SPERMATOGENESIS0.050Inavolisib— uncovered
KRAS_SIGNALING_UP0.035Inavolisib— uncovered
APICAL_SURFACE0.031Temsirolimus— uncovered