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

BS_X59HSFGG

low-grade glioma

092181d9-b310-5ecf-9cfa-9b1a975579aa

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
57.68725361366623
age_years
13.926
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+0.634
  • INTERFERON_GAMMA_RESPONSE+0.584
  • MYC_TARGETS_V2+0.484
  • CHOLESTEROL_HOMEOSTASIS+0.481
  • ANDROGEN_RESPONSE+0.477
  • ALLOGRAFT_REJECTION+0.476
  • IL6_JAK_STAT3_SIGNALING+0.449
  • UNFOLDED_PROTEIN_RESPONSE+0.448
  • MTORC1_SIGNALING+0.443
  • TNFA_SIGNALING_VIA_NFKB+0.435

Top 10 suppressed

  • SPERMATOGENESIS-0.203
  • WNT_BETA_CATENIN_SIGNALING-0.180
  • PANCREAS_BETA_CELLS-0.177
  • HEDGEHOG_SIGNALING-0.143
  • KRAS_SIGNALING_DN-0.141
  • HEME_METABOLISM-0.039
  • APICAL_SURFACE-0.022
  • UV_RESPONSE_DN-0.007
  • BILE_ACID_METABOLISM+0.006
  • APICAL_JUNCTION+0.060

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
17876A884-F031-42AB-ADC0-89589760FB6B
brain-umap@2
0.921
2EC7327B2-6767-4005-9C51-005957C1F923
brain-umap@2
0.918
3DE370889-1057-4355-AFD8-CCFCDC6CD00F
brain-umap@2
0.917
46D1D9992-DA2B-419A-A80A-9EBCDA831754
brain-umap@2
0.916
5SRR934921
brain-umap@2
0.916
6SRR8942975
bladder-landscape@3
0.916
7C3F0BD22-6891-44F0-B023-02FC6EDFA7EB
brain-umap@2
0.915
8A0396799-AB5C-401F-81FF-7C829A3CF1E4
brain-umap@2
0.911
98730AABF-0720-4754-82B0-722150A485B8
brain-umap@2
0.909
105C40F9B6-4A54-4861-9DE5-8852BF4B13E7
brain-umap@2
0.907

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.634Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.584Idelalisib— uncovered
MYC_TARGETS_V20.484Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.481Remibrutinib— uncovered
ANDROGEN_RESPONSE0.477Inavolisib— uncovered
ALLOGRAFT_REJECTION0.476Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.449Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.448Idelalisib— uncovered
MTORC1_SIGNALING0.443Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.435Inavolisib— uncovered
COMPLEMENT0.425Inavolisib— uncovered
E2F_TARGETS0.425Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.370Idelalisib— uncovered
MYC_TARGETS_V10.370Inavolisib— uncovered
G2M_CHECKPOINT0.367Inavolisib— uncovered
PROTEIN_SECRETION0.355Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.353Remibrutinib— uncovered
ADIPOGENESIS0.289Inavolisib— uncovered
COAGULATION0.286Binimetinib— uncovered
FATTY_ACID_METABOLISM0.279Inavolisib— uncovered