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TCGA-CF-A3MF-01A-12R-A21D-07

fc7fefbd-26ee-515f-9162-a8ca50d4cfe2

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
overall_survival_months
12.58212878
os_event
false
sex
Male

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+0.460
  • PANCREAS_BETA_CELLS+0.460
  • SPERMATOGENESIS+0.310
  • BILE_ACID_METABOLISM+0.070
  • COAGULATION+0.030
  • MYOGENESIS+0.030
  • KRAS_SIGNALING_UP-0.020
  • ESTROGEN_RESPONSE_LATE-0.100
  • HEDGEHOG_SIGNALING-0.100
  • XENOBIOTIC_METABOLISM-0.110

Top 10 suppressed

  • MYC_TARGETS_V1-0.660
  • PROTEIN_SECRETION-0.620
  • UNFOLDED_PROTEIN_RESPONSE-0.620
  • TGF_BETA_SIGNALING-0.610
  • MTORC1_SIGNALING-0.600
  • MITOTIC_SPINDLE-0.590
  • MYC_TARGETS_V2-0.580
  • PI3K_AKT_MTOR_SIGNALING-0.570
  • G2M_CHECKPOINT-0.560
  • OXIDATIVE_PHOSPHORYLATION-0.550

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-DK-A1A7-01A-11R-A13Y-07
bladder-landscape@3
0.990
208e3d239-3d8a-4eee-9e08-ac2bcb3f2619
melanoma-umap@29
0.985
3MNG597
mng-umap@100
0.985
4msclc569389_S35.txt
lung-landscapes@6
cohortMD10.984
5MDT-AP-0706
medullo-epn-umap@date-based
MedMedulloblastoma0.983
6c7d31245-5d71-4a23-8a33-4f83c4718e20
melanoma-umap@29
0.982
78ad884fa-e426-4bc0-960d-08db42d341da
melanoma-umap@29
0.976
8MNG599
mng-umap@100
0.976
9SRR12696761
melanoma-umap@29
0.976
10MNG598
mng-umap@100
0.973

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
KRAS_SIGNALING_DN0.460Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.460Cobimetinib— uncovered
SPERMATOGENESIS0.310Inavolisib— uncovered
BILE_ACID_METABOLISM0.070Inavolisib— uncovered
COAGULATION0.030Binimetinib— uncovered
MYOGENESIS0.030Inavolisib— uncovered