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

MNG1024

b591a0fb-29a6-58d9-b8d7-1dfa8877a4e7

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+0.507
  • TGF_BETA_SIGNALING+0.449
  • NOTCH_SIGNALING+0.387
  • HEME_METABOLISM+0.305
  • ADIPOGENESIS+0.281
  • MITOTIC_SPINDLE+0.269
  • PI3K_AKT_MTOR_SIGNALING+0.251
  • ANDROGEN_RESPONSE+0.238
  • FATTY_ACID_METABOLISM+0.226
  • DNA_REPAIR+0.206

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.417
  • ALLOGRAFT_REJECTION-0.384
  • ANGIOGENESIS-0.338
  • MYC_TARGETS_V2-0.305
  • IL6_JAK_STAT3_SIGNALING-0.304
  • INFLAMMATORY_RESPONSE-0.269
  • INTERFERON_GAMMA_RESPONSE-0.263
  • TNFA_SIGNALING_VIA_NFKB-0.260
  • E2F_TARGETS-0.255
  • PANCREAS_BETA_CELLS-0.247

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
1MNG1007
mng-umap@100
0.886
2MNG1056
mng-umap@100
0.844
3TCGA-44-6146-01A-11R-A278-07
lung-landscapes@6
cohortA10.814
4MNG1209
mng-umap@100
0.813
5MNG677
mng-umap@100
0.812
6TCGA-BH-A0BS-01A-11R-A12P-07
breast-umap@18
B0.810
7MNG1043
mng-umap@100
0.808
8MNG1034
mng-umap@100
0.802
9TCGA-50-5932-01A-11R-1755-07
lung-landscapes@6
cohortA20.800
10MNG1051
mng-umap@100
0.785

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.507Remibrutinib— uncovered
TGF_BETA_SIGNALING0.449Inavolisib— uncovered
NOTCH_SIGNALING0.387Inavolisib— uncovered
HEME_METABOLISM0.305Temsirolimus— uncovered
ADIPOGENESIS0.281Inavolisib— uncovered
MITOTIC_SPINDLE0.269Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.251Inavolisib— uncovered
ANDROGEN_RESPONSE0.238Inavolisib— uncovered
FATTY_ACID_METABOLISM0.226Inavolisib— uncovered
DNA_REPAIR0.206Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.206Inavolisib— uncovered
PEROXISOME0.204Idelalisib— uncovered
UV_RESPONSE_DN0.180Inavolisib— uncovered
MYC_TARGETS_V10.176Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.151Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.135Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.115Idelalisib— uncovered
BILE_ACID_METABOLISM0.110Inavolisib— uncovered
APOPTOSIS0.087Idelalisib— uncovered
MTORC1_SIGNALING0.087Inavolisib— uncovered