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c01b5135.b754.4c57.a81d.68a951803fab

· cohortMD1

190beae0-6f4b-5b12-acfd-a59a24cba5bf

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
cohortMD1
subtype
cohortMD1
age_years
77

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • E2F_TARGETS+0.500
  • G2M_CHECKPOINT+0.390
  • SPERMATOGENESIS+0.190
  • DNA_REPAIR+0.160
  • MITOTIC_SPINDLE+0.120
  • MYC_TARGETS_V2+0.040
  • KRAS_SIGNALING_DN+0.020
  • MYOGENESIS-0.130
  • CHOLESTEROL_HOMEOSTASIS-0.150
  • ESTROGEN_RESPONSE_EARLY-0.150

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.560
  • INFLAMMATORY_RESPONSE-0.470
  • ANGIOGENESIS-0.460
  • IL2_STAT5_SIGNALING-0.460
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.440
  • IL6_JAK_STAT3_SIGNALING-0.440
  • PROTEIN_SECRETION-0.440
  • OXIDATIVE_PHOSPHORYLATION-0.430
  • UNFOLDED_PROTEIN_RESPONSE-0.430
  • ADIPOGENESIS-0.420

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
1SAMN03290905
melanoma-umap@29
0.942
2C3N-03886
lung-landscapes@6
cohortMD10.922
3BS_4W68NV3M
brain-umap@2
medulloblastoma0.919
4SRR8518343
breast-umap@18
E0.918
5BS_VAAHBH60
medullo-epn-umap@date-based
EPNSupratentorial EPN0.917
6BS_3NWQXPQV
brain-umap@2
medulloblastoma0.917
7BS_VAAHBH60
brain-umap@2
Supratentorial Ependymoma0.911
8MBCProject_0381_T1_RNA
breast-umap@18
B0.910
9BS_NZ71XCG3
brain-umap@2
medulloblastoma0.905
10TCGA-50-5946-01A-11R-1755-07
lung-landscapes@6
cohortA10.903

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.500Inavolisib— uncovered
G2M_CHECKPOINT0.390Inavolisib— uncovered
SPERMATOGENESIS0.190Inavolisib— uncovered
DNA_REPAIR0.160Idelalisib— uncovered
MITOTIC_SPINDLE0.120Inavolisib— uncovered
MYC_TARGETS_V20.040Idelalisib— uncovered
KRAS_SIGNALING_DN0.020Remibrutinib— uncovered