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

MNG489

0c15a32c-39dd-51f4-a222-4194696792ad

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

  • MYC_TARGETS_V1+0.411
  • G2M_CHECKPOINT+0.328
  • MYC_TARGETS_V2+0.316
  • E2F_TARGETS+0.312
  • BILE_ACID_METABOLISM+0.223
  • PEROXISOME+0.211
  • ANDROGEN_RESPONSE+0.205
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.189
  • CHOLESTEROL_HOMEOSTASIS+0.188
  • FATTY_ACID_METABOLISM+0.163

Top 10 suppressed

  • ANGIOGENESIS-0.460
  • HEDGEHOG_SIGNALING-0.450
  • APICAL_SURFACE-0.449
  • ALLOGRAFT_REJECTION-0.412
  • IL6_JAK_STAT3_SIGNALING-0.391
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.389
  • MYOGENESIS-0.347
  • INFLAMMATORY_RESPONSE-0.335
  • COMPLEMENT-0.287
  • KRAS_SIGNALING_UP-0.279

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-A8-A06Q-01A-11R-A034-07
breast-umap@18
C0.877
2TCGA-P3-A5QF-01A-11R-A28V-07
head-neck@1
0.866
31ac3f1b2-5b83-470c-b1d3-d35d813f3e65
colon-landscapes@1
0.862
4TCGA-BA-A6DL-01A-21R-A30B-07
head-neck@1
0.852
5SRR12475110
colon-landscapes@1
0.846
6TCGA-E2-A14W-01A-11R-A12D-07
breast-umap@18
B0.840
7TCGA-B6-A0X5-01A-21R-A109-07
breast-umap@18
B0.838
8bbeadeec-bb57-4762-8828-3bd1696748fb
colon-landscapes@1
0.837
9a8ce7460-8ccd-4638-a854-55c4068af6ec
colon-landscapes@1
0.837
10TCGA-BH-A1FJ-01A-11R-A13Q-07
breast-umap@18
B0.835

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.411Inavolisib— uncovered
G2M_CHECKPOINT0.328Inavolisib— uncovered
MYC_TARGETS_V20.316Idelalisib— uncovered
E2F_TARGETS0.312Inavolisib— uncovered
BILE_ACID_METABOLISM0.223Inavolisib— uncovered
PEROXISOME0.211Idelalisib— uncovered
ANDROGEN_RESPONSE0.205Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.189Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.188Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.163Inavolisib— uncovered
DNA_REPAIR0.158Idelalisib— uncovered
PROTEIN_SECRETION0.155Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.129Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.088Inavolisib— uncovered
MTORC1_SIGNALING0.066Inavolisib— uncovered
HEME_METABOLISM0.039Temsirolimus— uncovered
GLYCOLYSIS0.034Inavolisib— uncovered
SPERMATOGENESIS0.018Inavolisib— uncovered
P53_PATHWAY0.014Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.007Idelalisib— uncovered