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

MNG1105

6443f990-8129-5f8f-82b7-f59649bd5254

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

  • OXIDATIVE_PHOSPHORYLATION+0.318
  • HEDGEHOG_SIGNALING+0.308
  • WNT_BETA_CATENIN_SIGNALING+0.297
  • CHOLESTEROL_HOMEOSTASIS+0.258
  • FATTY_ACID_METABOLISM+0.188
  • ANGIOGENESIS+0.187
  • MYC_TARGETS_V2+0.181
  • APICAL_JUNCTION+0.145
  • GLYCOLYSIS+0.141
  • INTERFERON_ALPHA_RESPONSE+0.141

Top 10 suppressed

  • TNFA_SIGNALING_VIA_NFKB-0.425
  • ALLOGRAFT_REJECTION-0.279
  • IL6_JAK_STAT3_SIGNALING-0.258
  • INFLAMMATORY_RESPONSE-0.245
  • MYC_TARGETS_V1-0.236
  • PROTEIN_SECRETION-0.211
  • TGF_BETA_SIGNALING-0.207
  • INTERFERON_GAMMA_RESPONSE-0.187
  • PI3K_AKT_MTOR_SIGNALING-0.181
  • HYPOXIA-0.162

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
106114a88-396c-4815-8949-910e46345e47
colon-landscapes@1
0.659
2MNG457
mng-umap@100
0.657
3R21
bladder-landscape@3
0.655
4SJEPD032_D.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.649
572c16603-1f6c-479c-8cf0-95d499f328be
colon-landscapes@1
0.637
63698f158-b7ab-4ad0-9064-ee1269a17821
colon-landscapes@1
0.628
7MNG142
mng-umap@100
0.626
8DRR168602
bladder-landscape@3
0.619
9299f36bd-d9fd-41f5-8a29-3382e147a14f
colon-landscapes@1
0.617
10MNG841
mng-umap@100
0.617

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.318Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.308Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.297Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.258Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.188Inavolisib— uncovered
ANGIOGENESIS0.187Remibrutinib— uncovered
MYC_TARGETS_V20.181Idelalisib— uncovered
APICAL_JUNCTION0.145Inavolisib— uncovered
GLYCOLYSIS0.141Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.141Inavolisib— uncovered
MITOTIC_SPINDLE0.133Inavolisib— uncovered
ADIPOGENESIS0.113Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.079Inavolisib— uncovered
APICAL_SURFACE0.064Temsirolimus— uncovered
KRAS_SIGNALING_DN0.062Remibrutinib— uncovered
UV_RESPONSE_UP0.060Idelalisib— uncovered
MTORC1_SIGNALING0.054Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.051Inavolisib— uncovered
MYOGENESIS0.049Inavolisib— uncovered
SPERMATOGENESIS0.046Inavolisib— uncovered