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

DF749F48-6A86-4640-9C62-31B4A7C5D1A9

4442d8a5-51e5-5867-8b47-e2b2159e6f1e

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
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

  • G2M_CHECKPOINT+0.651
  • E2F_TARGETS+0.641
  • MYC_TARGETS_V1+0.574
  • WNT_BETA_CATENIN_SIGNALING+0.446
  • DNA_REPAIR+0.435
  • NOTCH_SIGNALING+0.432
  • MYC_TARGETS_V2+0.424
  • MITOTIC_SPINDLE+0.407
  • UNFOLDED_PROTEIN_RESPONSE+0.397
  • TGF_BETA_SIGNALING+0.351

Top 10 suppressed

  • MYOGENESIS-0.403
  • INFLAMMATORY_RESPONSE-0.378
  • IL6_JAK_STAT3_SIGNALING-0.350
  • KRAS_SIGNALING_UP-0.323
  • ALLOGRAFT_REJECTION-0.320
  • COMPLEMENT-0.318
  • COAGULATION-0.317
  • XENOBIOTIC_METABOLISM-0.317
  • INTERFERON_GAMMA_RESPONSE-0.285
  • INTERFERON_ALPHA_RESPONSE-0.275

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_Z7890YNR
medullo-epn-umap@date-based
EPNSupratentorial EPN0.914
2BS_Z7890YNR
brain-umap@2
Supratentorial Ependymoma0.901
3DD5AA3F8-E3EE-4EDD-8152-B1CC07B70A08
brain-umap@2
0.885
4BS_DS438CXE
brain-umap@2
high-grade glioma0.873
5TCGA-21-5783-01A-41R-2187-07
lung-landscapes@6
cohortMD10.872
6SRR650181
bladder-landscape@3
0.867
7A3153235-3128-40AC-9371-AFA1F61E3E59
brain-umap@2
0.867
8C635C019-A66D-42B7-911C-4D0742CAF95A
brain-umap@2
0.865
9MNG1000
mng-umap@100
0.862
10ERR2598180
medullo-epn-umap@date-based
fetalfetal0.862

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.651Inavolisib— uncovered
E2F_TARGETS0.641Inavolisib— uncovered
MYC_TARGETS_V10.574Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.446Inavolisib— uncovered
DNA_REPAIR0.435Idelalisib— uncovered
NOTCH_SIGNALING0.432Inavolisib— uncovered
MYC_TARGETS_V20.424Idelalisib— uncovered
MITOTIC_SPINDLE0.407Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.397Idelalisib— uncovered
TGF_BETA_SIGNALING0.351Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.267Inavolisib— uncovered
GLYCOLYSIS0.231Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.221Inavolisib— uncovered
MTORC1_SIGNALING0.199Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.153Remibrutinib— uncovered
UV_RESPONSE_DN0.152Inavolisib— uncovered
PROTEIN_SECRETION0.146Remibrutinib— uncovered
ANGIOGENESIS0.128Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.127Inavolisib— uncovered
UV_RESPONSE_UP0.124Idelalisib— uncovered