Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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MNG1231

628d9e15-0465-5545-9f23-87aa2bdb7437

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+0.398
  • KRAS_SIGNALING_DN+0.353
  • SPERMATOGENESIS+0.140
  • MYOGENESIS+0.091
  • APICAL_SURFACE+0.021
  • KRAS_SIGNALING_UP-0.057
  • COAGULATION-0.062
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.097
  • APICAL_JUNCTION-0.098
  • ESTROGEN_RESPONSE_LATE-0.104

Top 10 suppressed

  • MYC_TARGETS_V1-0.571
  • UNFOLDED_PROTEIN_RESPONSE-0.517
  • INTERFERON_ALPHA_RESPONSE-0.512
  • PROTEIN_SECRETION-0.500
  • MTORC1_SIGNALING-0.476
  • DNA_REPAIR-0.471
  • E2F_TARGETS-0.465
  • INTERFERON_GAMMA_RESPONSE-0.456
  • OXIDATIVE_PHOSPHORYLATION-0.448
  • G2M_CHECKPOINT-0.445

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR650204
bladder-landscape@3
0.975
2c7d31245-5d71-4a23-8a33-4f83c4718e20
melanoma-umap@29
0.971
308e3d239-3d8a-4eee-9e08-ac2bcb3f2619
melanoma-umap@29
0.969
4MNG598
mng-umap@100
0.967
5msclc569389_S35.txt
lung-landscapes@6
cohortMD10.965
6MNG560
mng-umap@100
0.965
78ad884fa-e426-4bc0-960d-08db42d341da
melanoma-umap@29
0.964
8MNG226
mng-umap@100
0.964
9MNG1259
mng-umap@100
0.963
10MNG597
mng-umap@100
0.961

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.398Cobimetinib— uncovered
KRAS_SIGNALING_DN0.353Remibrutinib— uncovered
SPERMATOGENESIS0.140Inavolisib— uncovered
MYOGENESIS0.091Inavolisib— uncovered
APICAL_SURFACE0.021Temsirolimus— uncovered