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

MNG565

0d6d5048-a419-5cec-a69f-8b6bda45aac1

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

  • CHOLESTEROL_HOMEOSTASIS+0.456
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.445
  • INTERFERON_ALPHA_RESPONSE+0.407
  • E2F_TARGETS+0.364
  • OXIDATIVE_PHOSPHORYLATION+0.288
  • DNA_REPAIR+0.287
  • INTERFERON_GAMMA_RESPONSE+0.269
  • G2M_CHECKPOINT+0.266
  • BILE_ACID_METABOLISM+0.256
  • APOPTOSIS+0.252

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.335
  • TGF_BETA_SIGNALING-0.271
  • WNT_BETA_CATENIN_SIGNALING-0.266
  • ANDROGEN_RESPONSE-0.204
  • KRAS_SIGNALING_UP-0.172
  • UV_RESPONSE_DN-0.168
  • PROTEIN_SECRETION-0.148
  • PANCREAS_BETA_CELLS-0.136
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.084
  • HEME_METABOLISM-0.034

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-BA-A6DD-01A-12R-A31N-07
head-neck@1
0.805
2MNG1266
mng-umap@100
0.802
3SRR25617850
breast-umap@18
C0.802
41a68a242-045b-4566-afd7-192df87b02d3
colon-landscapes@1
0.784
577907EB2-E529-4633-A580-C6DD7993A704
brain-umap@2
0.779
6MNG477
mng-umap@100
0.772
7TCGA-39-5011-01A-01R-1443-07
lung-landscapes@6
cohortA10.770
8TCGA-AO-A0J2-01A-11R-A034-07
breast-umap@18
C0.759
9MBCProject_2741_T1_RNA
breast-umap@18
B0.758
10TCGA-A8-A07Z-01A-11R-A00Z-07
breast-umap@18
B0.757

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
CHOLESTEROL_HOMEOSTASIS0.456Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.445Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.407Inavolisib— uncovered
E2F_TARGETS0.364Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.288Remibrutinib— uncovered
DNA_REPAIR0.287Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.269Idelalisib— uncovered
G2M_CHECKPOINT0.266Inavolisib— uncovered
BILE_ACID_METABOLISM0.256Inavolisib— uncovered
APOPTOSIS0.252Idelalisib— uncovered
GLYCOLYSIS0.230Inavolisib— uncovered
P53_PATHWAY0.224Idelalisib— uncovered
FATTY_ACID_METABOLISM0.220Inavolisib— uncovered
ADIPOGENESIS0.203Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.203Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.202Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.192Idelalisib— uncovered
ALLOGRAFT_REJECTION0.173Idelalisib— uncovered
COAGULATION0.164Binimetinib— uncovered
COMPLEMENT0.160Inavolisib— uncovered