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

MNG1071

03dbdd7b-d510-567d-a4c2-22f71514c6cf

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+0.504
  • CHOLESTEROL_HOMEOSTASIS+0.417
  • ANDROGEN_RESPONSE+0.409
  • TGF_BETA_SIGNALING+0.374
  • MITOTIC_SPINDLE+0.362
  • HEME_METABOLISM+0.335
  • MTORC1_SIGNALING+0.329
  • ADIPOGENESIS+0.310
  • PI3K_AKT_MTOR_SIGNALING+0.307
  • PEROXISOME+0.302

Top 10 suppressed

  • MYC_TARGETS_V2-0.315
  • ALLOGRAFT_REJECTION-0.280
  • IL6_JAK_STAT3_SIGNALING-0.257
  • PANCREAS_BETA_CELLS-0.216
  • INFLAMMATORY_RESPONSE-0.193
  • P53_PATHWAY-0.173
  • INTERFERON_ALPHA_RESPONSE-0.168
  • INTERFERON_GAMMA_RESPONSE-0.167
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.159
  • KRAS_SIGNALING_DN-0.145

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
1TCGA-BH-A0BS-01A-11R-A12P-07
breast-umap@18
B0.851
2MNG1056
mng-umap@100
0.786
3MNG1026
mng-umap@100
0.782
4C138638F-C6CB-439B-BFF0-CF097E0B421E
brain-umap@2
0.775
5MNG1034
mng-umap@100
0.769
6TCGA-4Z-AA7Y-01A-11R-A39I-07
bladder-landscape@3
0.764
7MNG1193
mng-umap@100
0.757
8387C53ED-A9ED-481F-87D9-87090B690E0E
brain-umap@2
0.747
93DC38276-A6D2-49C6-8F54-3F50F6BFAD0C
brain-umap@2
0.746
101E2D87A6-48B8-47FA-A801-AFEA7E01E829
brain-umap@2
0.741

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.504Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.417Remibrutinib— uncovered
ANDROGEN_RESPONSE0.409Inavolisib— uncovered
TGF_BETA_SIGNALING0.374Inavolisib— uncovered
MITOTIC_SPINDLE0.362Inavolisib— uncovered
HEME_METABOLISM0.335Temsirolimus— uncovered
MTORC1_SIGNALING0.329Inavolisib— uncovered
ADIPOGENESIS0.310Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.307Inavolisib— uncovered
PEROXISOME0.302Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.263Remibrutinib— uncovered
UV_RESPONSE_DN0.250Inavolisib— uncovered
APICAL_SURFACE0.248Temsirolimus— uncovered
FATTY_ACID_METABOLISM0.248Inavolisib— uncovered
HEDGEHOG_SIGNALING0.235Inavolisib— uncovered
BILE_ACID_METABOLISM0.187Inavolisib— uncovered
GLYCOLYSIS0.187Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.160Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.154Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.151Idelalisib— uncovered