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

MNG1284

00b3501f-24d4-5cd4-bcb2-0ae9a488782c

Score in workbench →

Clinical attributes

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

cancer_type
cancer_type_detailed
subtype

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • TNFA_SIGNALING_VIA_NFKB+0.502
  • ANGIOGENESIS+0.471
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.447
  • CHOLESTEROL_HOMEOSTASIS+0.406
  • ANDROGEN_RESPONSE+0.396
  • APICAL_SURFACE+0.369
  • PANCREAS_BETA_CELLS+0.343
  • TGF_BETA_SIGNALING+0.341
  • INFLAMMATORY_RESPONSE+0.339
  • MYOGENESIS+0.325

Top 10 suppressed

  • E2F_TARGETS-0.431
  • DNA_REPAIR-0.386
  • G2M_CHECKPOINT-0.354
  • WNT_BETA_CATENIN_SIGNALING-0.301
  • MYC_TARGETS_V2-0.299
  • PI3K_AKT_MTOR_SIGNALING-0.271
  • MYC_TARGETS_V1-0.239
  • MITOTIC_SPINDLE-0.229
  • OXIDATIVE_PHOSPHORYLATION-0.123
  • SPERMATOGENESIS-0.094

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_6P50QTPP
brain-umap@2
low-grade glioma0.903
259627_S122
lung-landscapes@6
cohortA40.897
3BS_5YJEPPTP
brain-umap@2
pilocytic astrocytoma0.884
4TCGA-AN-A03X-01A-21R-A00Z-07
breast-umap@18
A0.882
5BS_5NWDARXG
brain-umap@2
pilocytic astrocytoma0.875
6BS_8VAZSJEN
brain-umap@2
pilocytic astrocytoma0.871
72eaa09cd-8e3e-4de9-ab96-7a290d780a01
colon-landscapes@1
0.868
8TCGA-38-4626-01A-01R-1206-07
lung-landscapes@6
cohortMD20.867
9BS_52426AMF
brain-umap@2
low-grade glioma0.864
10SRR2932845
head-neck@1
0.864

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
TNFA_SIGNALING_VIA_NFKB0.502Inavolisib— uncovered
ANGIOGENESIS0.471Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.447Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.406Remibrutinib— uncovered
ANDROGEN_RESPONSE0.396Inavolisib— uncovered
APICAL_SURFACE0.369Temsirolimus— uncovered
PANCREAS_BETA_CELLS0.343Cobimetinib— uncovered
TGF_BETA_SIGNALING0.341Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.339Idelalisib— uncovered
MYOGENESIS0.325Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.319Inavolisib— uncovered
HEDGEHOG_SIGNALING0.307Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.305Inavolisib— uncovered
KRAS_SIGNALING_DN0.305Remibrutinib— uncovered
HYPOXIA0.287Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.264Idelalisib— uncovered
ADIPOGENESIS0.240Inavolisib— uncovered
APOPTOSIS0.240Idelalisib— uncovered
KRAS_SIGNALING_UP0.228Inavolisib— uncovered
UV_RESPONSE_DN0.223Inavolisib— uncovered