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

MNG1025

485f8265-3b16-5247-9b26-1e43b6041f49

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

  • PROTEIN_SECRETION+0.473
  • MITOTIC_SPINDLE+0.446
  • UV_RESPONSE_DN+0.341
  • WNT_BETA_CATENIN_SIGNALING+0.300
  • PI3K_AKT_MTOR_SIGNALING+0.256
  • ANGIOGENESIS+0.255
  • TGF_BETA_SIGNALING+0.250
  • IL2_STAT5_SIGNALING+0.235
  • HYPOXIA+0.229
  • ANDROGEN_RESPONSE+0.218

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.377
  • MYC_TARGETS_V2-0.303
  • KRAS_SIGNALING_DN-0.282
  • PANCREAS_BETA_CELLS-0.241
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.228
  • SPERMATOGENESIS-0.204
  • FATTY_ACID_METABOLISM-0.173
  • COAGULATION-0.151
  • ESTROGEN_RESPONSE_LATE-0.150
  • UV_RESPONSE_UP-0.132

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
1MNG1221
mng-umap@100
0.823
2MNG454
mng-umap@100
0.808
3SJEPD030943_D1.RNA-Seq
medullo-epn-umap@date-based
EPNMyxopapillary EPN0.795
4MNG609
mng-umap@100
0.779
5f5e6497a-ed39-408d-9034-a965baaafbf7
melanoma-umap@29
0.764
6MNG1013
mng-umap@100
0.760
7EE52CA48-EBE4-4BCA-B9BA-9AB39F8E7986
brain-umap@2
0.746
8TCGA-44-6775-01A-11R-A278-07
lung-landscapes@6
cohortMD20.719
9MNG502
mng-umap@100
0.708
10TCGA-55-6642-01A-11R-1858-07
lung-landscapes@6
cohortA30.706

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.473Remibrutinib— uncovered
MITOTIC_SPINDLE0.446Inavolisib— uncovered
UV_RESPONSE_DN0.341Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.300Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.256Inavolisib— uncovered
ANGIOGENESIS0.255Remibrutinib— uncovered
TGF_BETA_SIGNALING0.250Inavolisib— uncovered
IL2_STAT5_SIGNALING0.235Idelalisib— uncovered
HYPOXIA0.229Idelalisib— uncovered
ANDROGEN_RESPONSE0.218Inavolisib— uncovered
NOTCH_SIGNALING0.205Inavolisib— uncovered
KRAS_SIGNALING_UP0.161Inavolisib— uncovered
HEME_METABOLISM0.129Temsirolimus— uncovered
APOPTOSIS0.119Idelalisib— uncovered
HEDGEHOG_SIGNALING0.108Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.101Inavolisib— uncovered
DNA_REPAIR0.100Idelalisib— uncovered
G2M_CHECKPOINT0.087Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.066Inavolisib— uncovered
COMPLEMENT0.045Inavolisib— uncovered