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

MNG714

4b5c7200-c746-57dc-ba60-4bb241f3dc59

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+0.307
  • MITOTIC_SPINDLE+0.267
  • INTERFERON_ALPHA_RESPONSE+0.218
  • NOTCH_SIGNALING+0.207
  • E2F_TARGETS+0.205
  • G2M_CHECKPOINT+0.199
  • PROTEIN_SECRETION+0.187
  • UNFOLDED_PROTEIN_RESPONSE+0.186
  • PI3K_AKT_MTOR_SIGNALING+0.184
  • UV_RESPONSE_DN+0.151

Top 10 suppressed

  • TNFA_SIGNALING_VIA_NFKB-0.413
  • HYPOXIA-0.370
  • ANGIOGENESIS-0.285
  • ESTROGEN_RESPONSE_LATE-0.224
  • COAGULATION-0.222
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.211
  • GLYCOLYSIS-0.209
  • APOPTOSIS-0.178
  • IL6_JAK_STAT3_SIGNALING-0.174
  • ESTROGEN_RESPONSE_EARLY-0.153

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
1MNG361
mng-umap@100
0.812
2MNG573
mng-umap@100
0.787
320d40b1a-fbe0-4710-b0db-5c190e00addd
melanoma-umap@29
0.768
4SJEPD031236_D1.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.756
5MNG196
mng-umap@100
0.746
6MNG909
mng-umap@100
0.742
7961CEC20-67F2-4615-8725-F35C12F0BC9B
brain-umap@2
0.739
8d708a0d7-edda-46a8-b717-1b48c073c828
melanoma-umap@29
0.734
9MNG1220
mng-umap@100
0.725
10MNG1027
mng-umap@100
0.721

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.307Idelalisib— uncovered
MITOTIC_SPINDLE0.267Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.218Inavolisib— uncovered
NOTCH_SIGNALING0.207Inavolisib— uncovered
E2F_TARGETS0.205Inavolisib— uncovered
G2M_CHECKPOINT0.199Inavolisib— uncovered
PROTEIN_SECRETION0.187Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.186Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.184Inavolisib— uncovered
UV_RESPONSE_DN0.151Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.120Inavolisib— uncovered
MYC_TARGETS_V10.118Inavolisib— uncovered
APICAL_JUNCTION0.116Inavolisib— uncovered
ALLOGRAFT_REJECTION0.100Idelalisib— uncovered
DNA_REPAIR0.095Idelalisib— uncovered
ADIPOGENESIS0.079Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.071Idelalisib— uncovered
HEDGEHOG_SIGNALING0.068Inavolisib— uncovered
PANCREAS_BETA_CELLS0.047Cobimetinib— uncovered
MTORC1_SIGNALING0.038Inavolisib— uncovered