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

MNG1220

44545b90-2247-56e6-b84a-3ea73780f705

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

  • E2F_TARGETS+0.356
  • PROTEIN_SECRETION+0.343
  • MITOTIC_SPINDLE+0.307
  • G2M_CHECKPOINT+0.299
  • PI3K_AKT_MTOR_SIGNALING+0.235
  • DNA_REPAIR+0.209
  • UV_RESPONSE_DN+0.196
  • MYC_TARGETS_V1+0.189
  • PEROXISOME+0.166
  • UNFOLDED_PROTEIN_RESPONSE+0.129

Top 10 suppressed

  • ANGIOGENESIS-0.514
  • TNFA_SIGNALING_VIA_NFKB-0.409
  • PANCREAS_BETA_CELLS-0.386
  • HEDGEHOG_SIGNALING-0.375
  • P53_PATHWAY-0.326
  • HYPOXIA-0.318
  • KRAS_SIGNALING_DN-0.255
  • OXIDATIVE_PHOSPHORYLATION-0.255
  • ESTROGEN_RESPONSE_LATE-0.249
  • APOPTOSIS-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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MDT-AP-2641
medullo-epn-umap@date-based
MedMedulloblastoma0.825
2MDT-AP-3288
medullo-epn-umap@date-based
MedMedulloblastoma0.818
3MNG388
mng-umap@100
0.805
4MNG1027
mng-umap@100
0.801
5MNG274
mng-umap@100
0.787
6MNG504
mng-umap@100
0.785
7MNG909
mng-umap@100
0.778
8MNG724
mng-umap@100
0.774
9R181
bladder-landscape@3
0.774
10MNG642
mng-umap@100
0.773

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.356Inavolisib— uncovered
PROTEIN_SECRETION0.343Remibrutinib— uncovered
MITOTIC_SPINDLE0.307Inavolisib— uncovered
G2M_CHECKPOINT0.299Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.235Inavolisib— uncovered
DNA_REPAIR0.209Idelalisib— uncovered
UV_RESPONSE_DN0.196Inavolisib— uncovered
MYC_TARGETS_V10.189Inavolisib— uncovered
PEROXISOME0.166Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.129Idelalisib— uncovered
HEME_METABOLISM0.128Temsirolimus— uncovered
INTERFERON_ALPHA_RESPONSE0.096Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.094Idelalisib— uncovered
TGF_BETA_SIGNALING0.069Inavolisib— uncovered
MYC_TARGETS_V20.064Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.035Inavolisib— uncovered
ANDROGEN_RESPONSE0.017Inavolisib— uncovered