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

MNG180

20b15f50-f488-57d2-b079-be29a196af49

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

  • TGF_BETA_SIGNALING+0.446
  • PROTEIN_SECRETION+0.355
  • ANDROGEN_RESPONSE+0.232
  • MITOTIC_SPINDLE+0.213
  • INTERFERON_ALPHA_RESPONSE+0.181
  • G2M_CHECKPOINT+0.161
  • HEME_METABOLISM+0.152
  • MYC_TARGETS_V1+0.140
  • NOTCH_SIGNALING+0.138
  • PI3K_AKT_MTOR_SIGNALING+0.098

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.427
  • ANGIOGENESIS-0.337
  • CHOLESTEROL_HOMEOSTASIS-0.308
  • MYOGENESIS-0.300
  • HYPOXIA-0.274
  • COAGULATION-0.257
  • OXIDATIVE_PHOSPHORYLATION-0.257
  • MYC_TARGETS_V2-0.244
  • ALLOGRAFT_REJECTION-0.243
  • INFLAMMATORY_RESPONSE-0.227

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SJEPD032426_D1.RNA-Seq
medullo-epn-umap@date-based
EPNAnaplastic EPN0.758
2R337
bladder-landscape@3
0.727
3TCGA-BH-A0W3-01A-11R-A109-07
breast-umap@18
B0.720
4MDT-AP-3288
medullo-epn-umap@date-based
MedMedulloblastoma0.714
5R357
bladder-landscape@3
0.710
6SRR3147748
colon-landscapes@1
0.706
7MNG1173
mng-umap@100
0.699
8TCGA-E2-A10A-01A-21R-A115-07
breast-umap@18
B0.699
9MDT-AP-3205
medullo-epn-umap@date-based
MedMedulloblastoma0.697
10MNG573
mng-umap@100
0.696

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.446Inavolisib— uncovered
PROTEIN_SECRETION0.355Remibrutinib— uncovered
ANDROGEN_RESPONSE0.232Inavolisib— uncovered
MITOTIC_SPINDLE0.213Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.181Inavolisib— uncovered
G2M_CHECKPOINT0.161Inavolisib— uncovered
HEME_METABOLISM0.152Temsirolimus— uncovered
MYC_TARGETS_V10.140Inavolisib— uncovered
NOTCH_SIGNALING0.138Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.098Inavolisib— uncovered
APOPTOSIS0.091Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.083Inavolisib— uncovered
UV_RESPONSE_DN0.082Inavolisib— uncovered
P53_PATHWAY0.069Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.059Idelalisib— uncovered
DNA_REPAIR0.046Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.035Idelalisib— uncovered
E2F_TARGETS0.030Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.026Inavolisib— uncovered
PANCREAS_BETA_CELLS0.007Cobimetinib— uncovered