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

MNG1101

bef5d4e1-eb80-5210-9937-2ec9daedc72c

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+0.300
  • MYOGENESIS+0.298
  • KRAS_SIGNALING_DN+0.286
  • APICAL_SURFACE+0.217
  • ANGIOGENESIS+0.188
  • COAGULATION+0.160
  • ESTROGEN_RESPONSE_LATE+0.067
  • P53_PATHWAY+0.058
  • APICAL_JUNCTION+0.047
  • SPERMATOGENESIS+0.042

Top 10 suppressed

  • UNFOLDED_PROTEIN_RESPONSE-0.544
  • MYC_TARGETS_V1-0.512
  • TGF_BETA_SIGNALING-0.459
  • PROTEIN_SECRETION-0.453
  • MTORC1_SIGNALING-0.446
  • G2M_CHECKPOINT-0.425
  • MITOTIC_SPINDLE-0.425
  • MYC_TARGETS_V2-0.424
  • ANDROGEN_RESPONSE-0.422
  • INTERFERON_ALPHA_RESPONSE-0.410

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1TCGA-CF-A3MI-01A-11R-A20F-07
bladder-landscape@3
0.948
2MNG923
mng-umap@100
0.936
3SRR1500405
brain-umap@2
GTEX0.935
4MNG771
mng-umap@100
0.934
5SRR1340301
brain-umap@2
GTEX0.931
6BS_23W9EPFE
brain-umap@2
Ganglioglioma0.930
7MNG1259
mng-umap@100
0.929
8MNG436
mng-umap@100
0.925
9MDT-AP-1190
medullo-epn-umap@date-based
MedMedulloblastoma0.924
10SRR1442195
brain-umap@2
GTEX0.922

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.300Cobimetinib— uncovered
MYOGENESIS0.298Inavolisib— uncovered
KRAS_SIGNALING_DN0.286Remibrutinib— uncovered
APICAL_SURFACE0.217Temsirolimus— uncovered
ANGIOGENESIS0.188Remibrutinib— uncovered
COAGULATION0.160Binimetinib— uncovered
ESTROGEN_RESPONSE_LATE0.067Idelalisib— uncovered
P53_PATHWAY0.058Idelalisib— uncovered
APICAL_JUNCTION0.047Inavolisib— uncovered
SPERMATOGENESIS0.042Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.017Inavolisib— uncovered
KRAS_SIGNALING_UP0.014Inavolisib— uncovered