Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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MNG599

f78226fb-678d-53ad-8cae-8c73cb464e13

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

  • PANCREAS_BETA_CELLS+0.450
  • KRAS_SIGNALING_DN+0.360
  • SPERMATOGENESIS+0.229
  • MYOGENESIS+0.030
  • COAGULATION-0.006
  • BILE_ACID_METABOLISM-0.085
  • APICAL_SURFACE-0.113
  • XENOBIOTIC_METABOLISM-0.141
  • KRAS_SIGNALING_UP-0.172
  • APICAL_JUNCTION-0.189

Top 10 suppressed

  • PROTEIN_SECRETION-0.623
  • UNFOLDED_PROTEIN_RESPONSE-0.571
  • MYC_TARGETS_V2-0.568
  • TGF_BETA_SIGNALING-0.565
  • MTORC1_SIGNALING-0.559
  • MITOTIC_SPINDLE-0.552
  • MYC_TARGETS_V1-0.519
  • G2M_CHECKPOINT-0.515
  • TNFA_SIGNALING_VIA_NFKB-0.493
  • ANDROGEN_RESPONSE-0.482

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
1MNG1246
mng-umap@100
0.979
28ad884fa-e426-4bc0-960d-08db42d341da
melanoma-umap@29
0.977
308e3d239-3d8a-4eee-9e08-ac2bcb3f2619
melanoma-umap@29
0.976
4MDT-AP-0706
medullo-epn-umap@date-based
MedMedulloblastoma0.976
5MNG597
mng-umap@100
0.976
6TCGA-CF-A3MF-01A-12R-A21D-07
bladder-landscape@3
0.976
7msclc569389_S35.txt
lung-landscapes@6
cohortMD10.975
8c7d31245-5d71-4a23-8a33-4f83c4718e20
melanoma-umap@29
0.973
9SRR8942981
bladder-landscape@3
0.968
10SRR12696761
melanoma-umap@29
0.968

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.450Cobimetinib— uncovered
KRAS_SIGNALING_DN0.360Remibrutinib— uncovered
SPERMATOGENESIS0.229Inavolisib— uncovered
MYOGENESIS0.030Inavolisib— uncovered