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

MNG269

333e321a-baf9-5d55-a794-63b4875780de

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

  • UV_RESPONSE_DN+0.408
  • INTERFERON_ALPHA_RESPONSE+0.378
  • INTERFERON_GAMMA_RESPONSE+0.352
  • MITOTIC_SPINDLE+0.311
  • ALLOGRAFT_REJECTION+0.255
  • PROTEIN_SECRETION+0.236
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.208
  • IL6_JAK_STAT3_SIGNALING+0.175
  • TGF_BETA_SIGNALING+0.147
  • ANDROGEN_RESPONSE+0.128

Top 10 suppressed

  • ANGIOGENESIS-0.363
  • MYC_TARGETS_V2-0.342
  • NOTCH_SIGNALING-0.309
  • OXIDATIVE_PHOSPHORYLATION-0.258
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.251
  • PANCREAS_BETA_CELLS-0.224
  • XENOBIOTIC_METABOLISM-0.181
  • MTORC1_SIGNALING-0.156
  • ESTROGEN_RESPONSE_LATE-0.148
  • GLYCOLYSIS-0.142

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG1196
mng-umap@100
0.781
2MNG1006
mng-umap@100
0.771
3MNG442
mng-umap@100
0.737
4MNG642
mng-umap@100
0.736
5MNG310
mng-umap@100
0.720
6MNG827
mng-umap@100
0.718
7SRR4296088
lung-landscapes@6
cohortMD20.716
8TCGA-05-4427-01A-21R-1858-07
lung-landscapes@6
cohortA10.712
9TCGA-D8-A1Y0-01A-11R-A14M-07
breast-umap@18
A0.700
10MNG997
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 22 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
UV_RESPONSE_DN0.408Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.378Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.352Idelalisib— uncovered
MITOTIC_SPINDLE0.311Inavolisib— uncovered
ALLOGRAFT_REJECTION0.255Idelalisib— uncovered
PROTEIN_SECRETION0.236Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.208Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.175Inavolisib— uncovered
TGF_BETA_SIGNALING0.147Inavolisib— uncovered
ANDROGEN_RESPONSE0.128Inavolisib— uncovered
E2F_TARGETS0.122Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.099Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.090Idelalisib— uncovered
PEROXISOME0.081Idelalisib— uncovered
IL2_STAT5_SIGNALING0.062Idelalisib— uncovered
KRAS_SIGNALING_UP0.060Inavolisib— uncovered
MYOGENESIS0.055Inavolisib— uncovered
G2M_CHECKPOINT0.050Inavolisib— uncovered
HEDGEHOG_SIGNALING0.022Inavolisib— uncovered
DNA_REPAIR0.017Idelalisib— uncovered