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

MNG411

1862c2e1-152e-52ab-8fa2-d622228b9a5c

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

  • P53_PATHWAY+0.325
  • MYC_TARGETS_V2+0.311
  • WNT_BETA_CATENIN_SIGNALING+0.296
  • PEROXISOME+0.275
  • FATTY_ACID_METABOLISM+0.257
  • DNA_REPAIR+0.250
  • XENOBIOTIC_METABOLISM+0.227
  • NOTCH_SIGNALING+0.212
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.195
  • HEME_METABOLISM+0.190

Top 10 suppressed

  • KRAS_SIGNALING_UP-0.326
  • G2M_CHECKPOINT-0.320
  • E2F_TARGETS-0.311
  • PROTEIN_SECRETION-0.289
  • ALLOGRAFT_REJECTION-0.280
  • PANCREAS_BETA_CELLS-0.280
  • MTORC1_SIGNALING-0.258
  • ANDROGEN_RESPONSE-0.230
  • INFLAMMATORY_RESPONSE-0.227
  • SPERMATOGENESIS-0.227

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
1MNG571
mng-umap@100
0.756
2MNG545
mng-umap@100
0.690
3SRR23303772
bladder-landscape@3
0.682
4SRR12475127
colon-landscapes@1
0.659
5DRR168554
bladder-landscape@3
0.646
6SRR12475123
colon-landscapes@1
0.639
7MNG321
mng-umap@100
0.637
81e82995c-f318-4225-96d4-f1e98bcbf60b
colon-landscapes@1
0.623
9TCGA-E2-A14U-01A-11R-A22K-07
breast-umap@18
A0.622
10DRR168596
bladder-landscape@3
0.620

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
P53_PATHWAY0.325Idelalisib— uncovered
MYC_TARGETS_V20.311Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.296Inavolisib— uncovered
PEROXISOME0.275Idelalisib— uncovered
FATTY_ACID_METABOLISM0.257Inavolisib— uncovered
DNA_REPAIR0.250Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.227Inavolisib— uncovered
NOTCH_SIGNALING0.212Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.195Inavolisib— uncovered
HEME_METABOLISM0.190Temsirolimus— uncovered
UV_RESPONSE_UP0.180Idelalisib— uncovered
TGF_BETA_SIGNALING0.177Inavolisib— uncovered
MYOGENESIS0.144Inavolisib— uncovered
ADIPOGENESIS0.140Inavolisib— uncovered
APOPTOSIS0.133Idelalisib— uncovered
COAGULATION0.108Binimetinib— uncovered
APICAL_JUNCTION0.107Inavolisib— uncovered
BILE_ACID_METABOLISM0.093Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.075Inavolisib— uncovered