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

MNG486

b56b9624-34cb-5525-8c0e-cd960c7c2b5e

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

  • ANGIOGENESIS+0.522
  • OXIDATIVE_PHOSPHORYLATION+0.414
  • HYPOXIA+0.378
  • GLYCOLYSIS+0.324
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.310
  • ADIPOGENESIS+0.309
  • CHOLESTEROL_HOMEOSTASIS+0.282
  • P53_PATHWAY+0.269
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.245
  • TNFA_SIGNALING_VIA_NFKB+0.236

Top 10 suppressed

  • UV_RESPONSE_DN-0.237
  • MYC_TARGETS_V1-0.232
  • INTERFERON_ALPHA_RESPONSE-0.223
  • SPERMATOGENESIS-0.184
  • MITOTIC_SPINDLE-0.156
  • INTERFERON_GAMMA_RESPONSE-0.155
  • TGF_BETA_SIGNALING-0.148
  • ANDROGEN_RESPONSE-0.128
  • PROTEIN_SECRETION-0.081
  • G2M_CHECKPOINT-0.054

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
19a4f9e4a-dc97-4f8d-9075-537b62fb98d3
melanoma-umap@29
0.834
2d25af392-21ad-4aa6-8669-34656bf71af5
colon-landscapes@1
0.788
3AUR-AFEC-TTM4-A-1-1-R-A742-41
breast-umap@18
C0.727
4MNG413
mng-umap@100
0.726
5MBCProject_1151_T1_RNA
breast-umap@18
B0.721
6SRR6013489
lung-landscapes@6
cohortA10.717
7349c48ca-ced2-42db-8a50-ea3293116623
colon-landscapes@1
0.716
8TCGA-AC-A5EH-01A-11R-A28M-07
breast-umap@18
C0.714
9MNG278
mng-umap@100
0.712
10AUR-AERY-TTM1-A-1-1-R-A742-41
breast-umap@18
C0.701

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
ANGIOGENESIS0.522Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.414Remibrutinib— uncovered
HYPOXIA0.378Idelalisib— uncovered
GLYCOLYSIS0.324Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.310Inavolisib— uncovered
ADIPOGENESIS0.309Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.282Remibrutinib— uncovered
P53_PATHWAY0.269Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.245Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.236Inavolisib— uncovered
DNA_REPAIR0.228Idelalisib— uncovered
FATTY_ACID_METABOLISM0.192Inavolisib— uncovered
PEROXISOME0.176Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.172Inavolisib— uncovered
KRAS_SIGNALING_DN0.169Remibrutinib— uncovered
MTORC1_SIGNALING0.169Inavolisib— uncovered
COAGULATION0.165Binimetinib— uncovered
ESTROGEN_RESPONSE_LATE0.161Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.153Inavolisib— uncovered
APOPTOSIS0.141Idelalisib— uncovered