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

MNG40

9b548c75-6d83-5444-b31e-c8f1d1ced08f

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+0.400
  • CHOLESTEROL_HOMEOSTASIS+0.295
  • HEDGEHOG_SIGNALING+0.241
  • KRAS_SIGNALING_DN+0.225
  • MYOGENESIS+0.213
  • WNT_BETA_CATENIN_SIGNALING+0.163
  • INTERFERON_GAMMA_RESPONSE+0.158
  • SPERMATOGENESIS+0.148
  • ESTROGEN_RESPONSE_LATE+0.117
  • E2F_TARGETS+0.113

Top 10 suppressed

  • PROTEIN_SECRETION-0.465
  • TGF_BETA_SIGNALING-0.351
  • KRAS_SIGNALING_UP-0.303
  • UNFOLDED_PROTEIN_RESPONSE-0.300
  • UV_RESPONSE_DN-0.279
  • ANGIOGENESIS-0.272
  • OXIDATIVE_PHOSPHORYLATION-0.272
  • MTORC1_SIGNALING-0.251
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.234
  • MITOTIC_SPINDLE-0.211

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
1MNG1086
mng-umap@100
0.740
2TCGA-94-7033-01A-11R-1949-07
lung-landscapes@6
cohortSQ10.735
3MBCProject_4423_T1_RNA
breast-umap@18
B0.733
4R30
bladder-landscape@3
0.720
5SRR12202495
bladder-landscape@3
0.714
6R94
bladder-landscape@3
0.702
7TCGA-33-AASL-01A-11R-A405-07
lung-landscapes@6
cohortSQ20.698
8SRR2932834
head-neck@1
0.674
9C3N-02252
lung-landscapes@6
cohortSQ20.674
10MDT-AP-0398
medullo-epn-umap@date-based
MedMedulloblastoma0.671

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.400Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.295Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.241Inavolisib— uncovered
KRAS_SIGNALING_DN0.225Remibrutinib— uncovered
MYOGENESIS0.213Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.163Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.158Idelalisib— uncovered
SPERMATOGENESIS0.148Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.117Idelalisib— uncovered
E2F_TARGETS0.113Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.109Inavolisib— uncovered
PANCREAS_BETA_CELLS0.091Cobimetinib— uncovered
DNA_REPAIR0.087Idelalisib— uncovered
MYC_TARGETS_V20.079Idelalisib— uncovered
COAGULATION0.061Binimetinib— uncovered
NOTCH_SIGNALING0.054Inavolisib— uncovered
HYPOXIA0.044Idelalisib— uncovered
UV_RESPONSE_UP0.033Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.029Inavolisib— uncovered
APICAL_JUNCTION0.025Inavolisib— uncovered