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

MNG1062

5dc04329-70bb-5f87-a6c9-f4beeb050e90

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+0.499
  • MITOTIC_SPINDLE+0.467
  • WNT_BETA_CATENIN_SIGNALING+0.386
  • TGF_BETA_SIGNALING+0.361
  • UV_RESPONSE_DN+0.306
  • HEME_METABOLISM+0.264
  • NOTCH_SIGNALING+0.245
  • ANDROGEN_RESPONSE+0.228
  • PI3K_AKT_MTOR_SIGNALING+0.216
  • G2M_CHECKPOINT+0.194

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.434
  • INFLAMMATORY_RESPONSE-0.361
  • INTERFERON_GAMMA_RESPONSE-0.348
  • INTERFERON_ALPHA_RESPONSE-0.312
  • PANCREAS_BETA_CELLS-0.311
  • COAGULATION-0.255
  • IL6_JAK_STAT3_SIGNALING-0.246
  • MYC_TARGETS_V2-0.231
  • TNFA_SIGNALING_VIA_NFKB-0.231
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.230

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
1MNG502
mng-umap@100
0.869
2MNG677
mng-umap@100
0.800
3589A94F8-2432-4D6D-94EB-B327ECA291AF
brain-umap@2
0.777
4SRR934986
brain-umap@2
0.776
5BAA2D0D4-DD8C-4F80-8D37-986AFC578536
brain-umap@2
0.766
6MNG420
mng-umap@100
0.766
7TCGA-A8-A08O-01A-21R-A056-07
breast-umap@18
B0.765
8MNG335
mng-umap@100
0.758
9C138638F-C6CB-439B-BFF0-CF097E0B421E
brain-umap@2
0.758
10MNG1056
mng-umap@100
0.756

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.499Remibrutinib— uncovered
MITOTIC_SPINDLE0.467Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.386Inavolisib— uncovered
TGF_BETA_SIGNALING0.361Inavolisib— uncovered
UV_RESPONSE_DN0.306Inavolisib— uncovered
HEME_METABOLISM0.264Temsirolimus— uncovered
NOTCH_SIGNALING0.245Inavolisib— uncovered
ANDROGEN_RESPONSE0.228Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.216Inavolisib— uncovered
G2M_CHECKPOINT0.194Inavolisib— uncovered
HEDGEHOG_SIGNALING0.181Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.152Inavolisib— uncovered
DNA_REPAIR0.135Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.133Idelalisib— uncovered
HYPOXIA0.113Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.111Remibrutinib— uncovered
GLYCOLYSIS0.086Inavolisib— uncovered
APICAL_JUNCTION0.073Inavolisib— uncovered
ADIPOGENESIS0.069Inavolisib— uncovered
APICAL_SURFACE0.061Temsirolimus— uncovered