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

MNG1091

4d9cb01b-d05b-5e6d-ad99-d3e97dacf238

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

  • IL6_JAK_STAT3_SIGNALING+0.492
  • ALLOGRAFT_REJECTION+0.388
  • INTERFERON_ALPHA_RESPONSE+0.386
  • OXIDATIVE_PHOSPHORYLATION+0.382
  • INTERFERON_GAMMA_RESPONSE+0.372
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.357
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.347
  • MYC_TARGETS_V2+0.341
  • DNA_REPAIR+0.269
  • COAGULATION+0.242

Top 10 suppressed

  • PROTEIN_SECRETION-0.338
  • ANDROGEN_RESPONSE-0.280
  • UV_RESPONSE_DN-0.243
  • HEME_METABOLISM-0.215
  • CHOLESTEROL_HOMEOSTASIS-0.198
  • ESTROGEN_RESPONSE_EARLY-0.187
  • HEDGEHOG_SIGNALING-0.186
  • SPERMATOGENESIS-0.174
  • PANCREAS_BETA_CELLS-0.164
  • BILE_ACID_METABOLISM-0.116

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
1TCGA-O2-A52Q-01A-11R-A26W-07
lung-landscapes@6
cohortA10.786
277907EB2-E529-4633-A580-C6DD7993A704
brain-umap@2
0.777
321f65654-07a2-4b27-b511-2497fa298d0e
colon-landscapes@1
0.771
4SRR8518316
breast-umap@18
D0.770
5MDT-AP-0825
medullo-epn-umap@date-based
MedMedulloblastoma0.763
6MNG1097
mng-umap@100
0.762
7TCGA-GU-A762-01A-11R-A33J-07
bladder-landscape@3
0.762
8E00A399D-E6C3-439D-8E70-A7AD5DF5F5E2
brain-umap@2
0.761
9TCGA-GU-A766-01A-11R-A32O-07
bladder-landscape@3
0.753
10DRR168610
bladder-landscape@3
0.751

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
IL6_JAK_STAT3_SIGNALING0.492Inavolisib— uncovered
ALLOGRAFT_REJECTION0.388Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.386Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.382Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.372Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.357Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.347Inavolisib— uncovered
MYC_TARGETS_V20.341Idelalisib— uncovered
DNA_REPAIR0.269Idelalisib— uncovered
COAGULATION0.242Binimetinib— uncovered
INFLAMMATORY_RESPONSE0.235Idelalisib— uncovered
FATTY_ACID_METABOLISM0.207Inavolisib— uncovered
APOPTOSIS0.200Idelalisib— uncovered
P53_PATHWAY0.194Idelalisib— uncovered
KRAS_SIGNALING_UP0.179Inavolisib— uncovered
ADIPOGENESIS0.176Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.169Inavolisib— uncovered
MYOGENESIS0.148Inavolisib— uncovered
GLYCOLYSIS0.135Inavolisib— uncovered
E2F_TARGETS0.126Inavolisib— uncovered