Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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MNG1208

b4b6eace-28b7-5cd1-9972-f9120c9b6474

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+0.375
  • KRAS_SIGNALING_DN+0.254
  • SPERMATOGENESIS+0.232
  • HEDGEHOG_SIGNALING+0.092
  • INTERFERON_ALPHA_RESPONSE+0.074
  • E2F_TARGETS+0.066
  • G2M_CHECKPOINT+0.058
  • APICAL_SURFACE+0.004
  • KRAS_SIGNALING_UP-0.029
  • ESTROGEN_RESPONSE_LATE-0.048

Top 10 suppressed

  • ADIPOGENESIS-0.476
  • TGF_BETA_SIGNALING-0.461
  • UNFOLDED_PROTEIN_RESPONSE-0.446
  • PROTEIN_SECRETION-0.432
  • OXIDATIVE_PHOSPHORYLATION-0.425
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.417
  • NOTCH_SIGNALING-0.407
  • APOPTOSIS-0.400
  • ANDROGEN_RESPONSE-0.392
  • PI3K_AKT_MTOR_SIGNALING-0.389

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
1MNG598
mng-umap@100
0.903
2MNG1164
mng-umap@100
0.902
3MNG555
mng-umap@100
0.902
4MNG1131
mng-umap@100
0.902
5SRR13311179
bladder-landscape@3
0.898
6SRR1797291
lung-landscapes@6
cohortSC0.895
7SRR12696788
melanoma-umap@29
0.891
8msclc569389_S35.txt
lung-landscapes@6
cohortMD10.891
9MDT-AP-3189
medullo-epn-umap@date-based
MedMedulloblastoma0.887
10c7d31245-5d71-4a23-8a33-4f83c4718e20
melanoma-umap@29
0.887

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.375Cobimetinib— uncovered
KRAS_SIGNALING_DN0.254Remibrutinib— uncovered
SPERMATOGENESIS0.232Inavolisib— uncovered
HEDGEHOG_SIGNALING0.092Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.074Inavolisib— uncovered
E2F_TARGETS0.066Inavolisib— uncovered
G2M_CHECKPOINT0.058Inavolisib— uncovered
APICAL_SURFACE0.004Temsirolimus— uncovered