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

MNG922

ae4091dd-5cb1-5df0-9b49-4af7543a7d1b

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_V2+0.641
  • E2F_TARGETS+0.602
  • G2M_CHECKPOINT+0.526
  • UNFOLDED_PROTEIN_RESPONSE+0.519
  • MYC_TARGETS_V1+0.489
  • MTORC1_SIGNALING+0.452
  • OXIDATIVE_PHOSPHORYLATION+0.413
  • DNA_REPAIR+0.391
  • MITOTIC_SPINDLE+0.361
  • GLYCOLYSIS+0.340

Top 10 suppressed

  • COAGULATION-0.329
  • KRAS_SIGNALING_DN-0.303
  • MYOGENESIS-0.269
  • APICAL_SURFACE-0.236
  • TGF_BETA_SIGNALING-0.232
  • INTERFERON_ALPHA_RESPONSE-0.226
  • BILE_ACID_METABOLISM-0.211
  • ESTROGEN_RESPONSE_EARLY-0.160
  • KRAS_SIGNALING_UP-0.159
  • INTERFERON_GAMMA_RESPONSE-0.156

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
1SJEPD030367_D1.RNA-Seq
medullo-epn-umap@date-based
EPNAnaplastic EPN0.853
2SRR934893
brain-umap@2
0.851
30D600773-1B42-4F04-BCEA-39F658DF63F1
brain-umap@2
0.851
4E0DE33EA-C3DF-478E-9C4D-86E3C7B3A1D9
brain-umap@2
0.848
5EE4F9349-F750-4471-BFE7-7230784569E1
brain-umap@2
0.846
6SRR23036890
head-neck@1
0.843
7DD5AA3F8-E3EE-4EDD-8152-B1CC07B70A08
brain-umap@2
0.842
8FB7673F7-FF7F-4C3C-A8C6-9C11C6BB71D5
brain-umap@2
0.835
9TCGA-39-5021-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.833
10MNG646
mng-umap@100
0.833

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.641Idelalisib— uncovered
E2F_TARGETS0.602Inavolisib— uncovered
G2M_CHECKPOINT0.526Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.519Idelalisib— uncovered
MYC_TARGETS_V10.489Inavolisib— uncovered
MTORC1_SIGNALING0.452Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.413Remibrutinib— uncovered
DNA_REPAIR0.391Idelalisib— uncovered
MITOTIC_SPINDLE0.361Inavolisib— uncovered
GLYCOLYSIS0.340Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.309Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.245Inavolisib— uncovered
PROTEIN_SECRETION0.220Remibrutinib— uncovered
UV_RESPONSE_UP0.164Idelalisib— uncovered
ADIPOGENESIS0.140Inavolisib— uncovered
ALLOGRAFT_REJECTION0.124Idelalisib— uncovered
SPERMATOGENESIS0.113Inavolisib— uncovered
FATTY_ACID_METABOLISM0.109Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.100Inavolisib— uncovered
HEDGEHOG_SIGNALING0.088Inavolisib— uncovered