Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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MNG1044

d030ce56-1980-5be7-92c3-5c31c5503417

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

  • KRAS_SIGNALING_DN+0.406
  • PANCREAS_BETA_CELLS+0.372
  • SPERMATOGENESIS+0.247
  • MYOGENESIS+0.060
  • BILE_ACID_METABOLISM+0.051
  • ESTROGEN_RESPONSE_LATE+0.043
  • COAGULATION+0.032
  • APICAL_SURFACE-0.017
  • ESTROGEN_RESPONSE_EARLY-0.021
  • APICAL_JUNCTION-0.084

Top 10 suppressed

  • MYC_TARGETS_V2-0.587
  • UNFOLDED_PROTEIN_RESPONSE-0.582
  • MYC_TARGETS_V1-0.571
  • TGF_BETA_SIGNALING-0.569
  • PROTEIN_SECRETION-0.507
  • E2F_TARGETS-0.487
  • G2M_CHECKPOINT-0.475
  • DNA_REPAIR-0.472
  • MITOTIC_SPINDLE-0.472
  • TNFA_SIGNALING_VIA_NFKB-0.472

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG226
mng-umap@100
0.974
2TCGA-CF-A3MF-01A-12R-A21D-07
bladder-landscape@3
0.969
3SRR602927
brain-umap@2
GTEX0.969
48ad884fa-e426-4bc0-960d-08db42d341da
melanoma-umap@29
0.966
5MNG599
mng-umap@100
0.963
6SRR1336379
brain-umap@2
GTEX0.963
708e3d239-3d8a-4eee-9e08-ac2bcb3f2619
melanoma-umap@29
0.962
8MNG1133
mng-umap@100
0.962
9SRR1490465
brain-umap@2
GTEX0.961
10TCGA-CF-A8HX-01A-11R-A36F-07
bladder-landscape@3
0.960

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
KRAS_SIGNALING_DN0.406Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.372Cobimetinib— uncovered
SPERMATOGENESIS0.247Inavolisib— uncovered
MYOGENESIS0.060Inavolisib— uncovered
BILE_ACID_METABOLISM0.051Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.043Idelalisib— uncovered
COAGULATION0.032Binimetinib— uncovered