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

MNG1007

129571d5-0cd7-5412-9d55-11d9a05de8bb

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+0.487
  • TGF_BETA_SIGNALING+0.466
  • ANDROGEN_RESPONSE+0.329
  • HEME_METABOLISM+0.310
  • FATTY_ACID_METABOLISM+0.260
  • ADIPOGENESIS+0.255
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.252
  • NOTCH_SIGNALING+0.243
  • DNA_REPAIR+0.233
  • MYC_TARGETS_V1+0.229

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.442
  • ALLOGRAFT_REJECTION-0.334
  • E2F_TARGETS-0.277
  • MYC_TARGETS_V2-0.266
  • ANGIOGENESIS-0.234
  • KRAS_SIGNALING_DN-0.202
  • MYOGENESIS-0.199
  • G2M_CHECKPOINT-0.178
  • COAGULATION-0.166
  • INTERFERON_GAMMA_RESPONSE-0.153

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
1MNG1214
mng-umap@100
0.887
2MNG1024
mng-umap@100
0.886
3MNG1034
mng-umap@100
0.836
4MNG995
mng-umap@100
0.806
5MNG1051
mng-umap@100
0.790
6MNG579
mng-umap@100
0.777
7SRR6013523
lung-landscapes@6
cohortA10.775
8R319
bladder-landscape@3
0.765
9TCGA-BH-A0BS-01A-11R-A12P-07
breast-umap@18
B0.763
10TCGA-44-6146-01A-11R-A278-07
lung-landscapes@6
cohortA10.746

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.487Remibrutinib— uncovered
TGF_BETA_SIGNALING0.466Inavolisib— uncovered
ANDROGEN_RESPONSE0.329Inavolisib— uncovered
HEME_METABOLISM0.310Temsirolimus— uncovered
FATTY_ACID_METABOLISM0.260Inavolisib— uncovered
ADIPOGENESIS0.255Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.252Inavolisib— uncovered
NOTCH_SIGNALING0.243Inavolisib— uncovered
DNA_REPAIR0.233Idelalisib— uncovered
MYC_TARGETS_V10.229Inavolisib— uncovered
APOPTOSIS0.183Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.171Inavolisib— uncovered
BILE_ACID_METABOLISM0.164Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.154Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.150Idelalisib— uncovered
PEROXISOME0.150Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.148Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.148Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.121Remibrutinib— uncovered
UV_RESPONSE_UP0.121Idelalisib— uncovered