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

MNG554

0fe1dffe-14b7-52b2-9b95-ef2396f4dab4

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

  • INTERFERON_ALPHA_RESPONSE+0.366
  • MYC_TARGETS_V1+0.350
  • PROTEIN_SECRETION+0.335
  • OXIDATIVE_PHOSPHORYLATION+0.315
  • ANDROGEN_RESPONSE+0.276
  • CHOLESTEROL_HOMEOSTASIS+0.233
  • PEROXISOME+0.223
  • INTERFERON_GAMMA_RESPONSE+0.211
  • TGF_BETA_SIGNALING+0.204
  • GLYCOLYSIS+0.200

Top 10 suppressed

  • MYC_TARGETS_V2-0.445
  • IL6_JAK_STAT3_SIGNALING-0.275
  • APICAL_SURFACE-0.208
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.199
  • IL2_STAT5_SIGNALING-0.181
  • INFLAMMATORY_RESPONSE-0.144
  • KRAS_SIGNALING_UP-0.144
  • MYOGENESIS-0.125
  • E2F_TARGETS-0.046
  • G2M_CHECKPOINT-0.042

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
1MNG747
mng-umap@100
0.751
2TCGA-C8-A26V-01A-11R-A16F-07
breast-umap@18
B0.677
3713c3ad2-c1d0-45ed-b69e-f6cedd57933a
colon-landscapes@1
0.666
4TCGA-CV-5439-01A-01R-1686-07
head-neck@1
0.647
5SRR6013523
lung-landscapes@6
cohortA10.643
6TCGA-CV-A6K2-01A-11R-A31N-07
head-neck@1
0.635
7MNG949
mng-umap@100
0.632
8TCGA-B6-A0WW-01A-11R-A109-07
breast-umap@18
B0.619
9SRR1313114
breast-umap@18
B0.608
10SRR23303763
bladder-landscape@3
0.607

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.366Inavolisib— uncovered
MYC_TARGETS_V10.350Inavolisib— uncovered
PROTEIN_SECRETION0.335Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.315Remibrutinib— uncovered
ANDROGEN_RESPONSE0.276Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.233Remibrutinib— uncovered
PEROXISOME0.223Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.211Idelalisib— uncovered
TGF_BETA_SIGNALING0.204Inavolisib— uncovered
GLYCOLYSIS0.200Inavolisib— uncovered
BILE_ACID_METABOLISM0.182Inavolisib— uncovered
HEME_METABOLISM0.179Temsirolimus— uncovered
ESTROGEN_RESPONSE_EARLY0.164Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.164Idelalisib— uncovered
HEDGEHOG_SIGNALING0.158Inavolisib— uncovered
HYPOXIA0.142Idelalisib— uncovered
P53_PATHWAY0.138Idelalisib— uncovered
MTORC1_SIGNALING0.137Inavolisib— uncovered
DNA_REPAIR0.118Idelalisib— uncovered
COMPLEMENT0.117Inavolisib— uncovered