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

MNG126

fe58fff6-d1ae-5b93-911e-369b4d9964d3

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

  • HEDGEHOG_SIGNALING+0.385
  • CHOLESTEROL_HOMEOSTASIS+0.349
  • NOTCH_SIGNALING+0.192
  • WNT_BETA_CATENIN_SIGNALING+0.180
  • PANCREAS_BETA_CELLS+0.173
  • BILE_ACID_METABOLISM+0.165
  • ESTROGEN_RESPONSE_EARLY+0.162
  • KRAS_SIGNALING_DN+0.152
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.150
  • TGF_BETA_SIGNALING+0.109

Top 10 suppressed

  • IL6_JAK_STAT3_SIGNALING-0.434
  • OXIDATIVE_PHOSPHORYLATION-0.353
  • ALLOGRAFT_REJECTION-0.350
  • INFLAMMATORY_RESPONSE-0.338
  • G2M_CHECKPOINT-0.281
  • MYC_TARGETS_V1-0.274
  • INTERFERON_GAMMA_RESPONSE-0.256
  • MTORC1_SIGNALING-0.243
  • E2F_TARGETS-0.239
  • KRAS_SIGNALING_UP-0.207

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
138aa467f-bd67-475e-9280-7e710bdc0cb3
colon-landscapes@1
0.762
2MNG290
mng-umap@100
0.761
3MNG1264
mng-umap@100
0.760
4MNG965
mng-umap@100
0.749
5SRR11296877
colon-landscapes@1
0.745
6MNG660
mng-umap@100
0.737
7TCGA-A8-A09B-01A-11R-A00Z-07
breast-umap@18
B0.733
8TCGA-B6-A0RQ-01A-11R-A115-07
breast-umap@18
A0.733
9SRR8613741
breast-umap@18
F0.731
10BS_AD4JPN9Q
brain-umap@2
Ganglioglioma0.724

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
HEDGEHOG_SIGNALING0.385Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.349Remibrutinib— uncovered
NOTCH_SIGNALING0.192Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.180Inavolisib— uncovered
PANCREAS_BETA_CELLS0.173Cobimetinib— uncovered
BILE_ACID_METABOLISM0.165Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.162Inavolisib— uncovered
KRAS_SIGNALING_DN0.152Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.150Inavolisib— uncovered
TGF_BETA_SIGNALING0.109Inavolisib— uncovered
MYOGENESIS0.106Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.087Idelalisib— uncovered
ANDROGEN_RESPONSE0.081Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.081Inavolisib— uncovered
APICAL_SURFACE0.075Temsirolimus— uncovered
COAGULATION0.056Binimetinib— uncovered
MYC_TARGETS_V20.051Idelalisib— uncovered
UV_RESPONSE_DN0.050Inavolisib— uncovered
ADIPOGENESIS0.041Inavolisib— uncovered
APOPTOSIS0.039Idelalisib— uncovered