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

MNG702

bc07a68a-9e26-5096-982a-a584a01415d4

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+0.491
  • TNFA_SIGNALING_VIA_NFKB+0.375
  • NOTCH_SIGNALING+0.336
  • ESTROGEN_RESPONSE_EARLY+0.278
  • UV_RESPONSE_UP+0.262
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.256
  • APOPTOSIS+0.250
  • MITOTIC_SPINDLE+0.230
  • DNA_REPAIR+0.208
  • ESTROGEN_RESPONSE_LATE+0.179

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.314
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.298
  • ALLOGRAFT_REJECTION-0.255
  • INTERFERON_GAMMA_RESPONSE-0.188
  • KRAS_SIGNALING_UP-0.146
  • SPERMATOGENESIS-0.105
  • GLYCOLYSIS-0.103
  • UV_RESPONSE_DN-0.073
  • INTERFERON_ALPHA_RESPONSE-0.067
  • ANGIOGENESIS-0.061

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
1MNG1111
mng-umap@100
0.795
2MNG127
mng-umap@100
0.752
3MNG1051
mng-umap@100
0.678
4MNG1079
mng-umap@100
0.654
5MNG1104
mng-umap@100
0.605
6TCGA-CR-6491-01A-11R-1873-07
head-neck@1
0.592
7MNG1013
mng-umap@100
0.589
89CD6C527-4E98-427F-9770-7155A1C6CB70
brain-umap@2
0.587
9MNG176
mng-umap@100
0.577
10MNG407
mng-umap@100
0.574

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.491Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.375Inavolisib— uncovered
NOTCH_SIGNALING0.336Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.278Inavolisib— uncovered
UV_RESPONSE_UP0.262Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.256Inavolisib— uncovered
APOPTOSIS0.250Idelalisib— uncovered
MITOTIC_SPINDLE0.230Inavolisib— uncovered
DNA_REPAIR0.208Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.179Idelalisib— uncovered
APICAL_JUNCTION0.177Inavolisib— uncovered
G2M_CHECKPOINT0.160Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.147Inavolisib— uncovered
HYPOXIA0.146Idelalisib— uncovered
HEME_METABOLISM0.144Temsirolimus— uncovered
COAGULATION0.142Binimetinib— uncovered
MYC_TARGETS_V20.139Idelalisib— uncovered
P53_PATHWAY0.126Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.120Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.100Idelalisib— uncovered