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

MNG135

488aa22d-cbf8-5232-bba5-c602dfaf20cf

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

  • INTERFERON_ALPHA_RESPONSE+0.464
  • INTERFERON_GAMMA_RESPONSE+0.396
  • UNFOLDED_PROTEIN_RESPONSE+0.360
  • MYC_TARGETS_V2+0.340
  • IL6_JAK_STAT3_SIGNALING+0.329
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.301
  • ALLOGRAFT_REJECTION+0.282
  • NOTCH_SIGNALING+0.272
  • WNT_BETA_CATENIN_SIGNALING+0.271
  • TGF_BETA_SIGNALING+0.263

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.298
  • SPERMATOGENESIS-0.274
  • KRAS_SIGNALING_DN-0.152
  • BILE_ACID_METABOLISM-0.069
  • FATTY_ACID_METABOLISM-0.058
  • XENOBIOTIC_METABOLISM-0.024
  • ESTROGEN_RESPONSE_LATE-0.020
  • ESTROGEN_RESPONSE_EARLY-0.006
  • ANDROGEN_RESPONSE+0.000
  • IL2_STAT5_SIGNALING+0.029

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
1A678E1E5-E02D-49A1-BB2B-C91A60E6382E
brain-umap@2
0.891
2A9B59C46-7F32-4DD1-9649-B1788CA5E909
brain-umap@2
0.891
3SRR934949
brain-umap@2
0.884
4SRR934946
brain-umap@2
0.880
562966348-1C16-4A6D-AA82-707B3F759D5C
brain-umap@2
0.876
6TCGA-FD-A5BU-01A-31R-A26T-07
bladder-landscape@3
0.874
71B1E827B-A98A-465E-AC6F-448C076E829D
brain-umap@2
0.872
8C33EDB64-C7B9-49A1-AE73-1D293F8522F6
brain-umap@2
0.871
9SRR934722
brain-umap@2
0.870
10TCGA-UY-A9PB-01A-11R-A38B-07
bladder-landscape@3
0.870

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.464Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.396Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.360Idelalisib— uncovered
MYC_TARGETS_V20.340Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.329Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.301Inavolisib— uncovered
ALLOGRAFT_REJECTION0.282Idelalisib— uncovered
NOTCH_SIGNALING0.272Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.271Inavolisib— uncovered
TGF_BETA_SIGNALING0.263Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.248Inavolisib— uncovered
MYC_TARGETS_V10.236Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.234Remibrutinib— uncovered
APICAL_JUNCTION0.214Inavolisib— uncovered
DNA_REPAIR0.200Idelalisib— uncovered
MITOTIC_SPINDLE0.187Inavolisib— uncovered
P53_PATHWAY0.187Idelalisib— uncovered
APOPTOSIS0.177Idelalisib— uncovered
MTORC1_SIGNALING0.165Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.164Inavolisib— uncovered