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

MNG946

08175423-bec6-5d86-af39-d51b3de988bc

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+0.312
  • UV_RESPONSE_DN+0.289
  • ANGIOGENESIS+0.249
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.245
  • WNT_BETA_CATENIN_SIGNALING+0.241
  • NOTCH_SIGNALING+0.210
  • PROTEIN_SECRETION+0.159
  • TGF_BETA_SIGNALING+0.148
  • APICAL_SURFACE+0.098
  • BILE_ACID_METABOLISM+0.085

Top 10 suppressed

  • MYC_TARGETS_V2-0.497
  • OXIDATIVE_PHOSPHORYLATION-0.472
  • TNFA_SIGNALING_VIA_NFKB-0.455
  • CHOLESTEROL_HOMEOSTASIS-0.401
  • MTORC1_SIGNALING-0.390
  • UV_RESPONSE_UP-0.368
  • MYC_TARGETS_V1-0.367
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.317
  • IL6_JAK_STAT3_SIGNALING-0.314
  • GLYCOLYSIS-0.309

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
1X84315f98.9366.4174.be54.3cdd1fd9db07
lung-landscapes@6
cohortA10.830
2TCGA-QK-A8Z9-01B-11R-A39I-07
head-neck@1
0.784
3TCGA-CN-5361-01A-01R-1436-07
head-neck@1
0.783
465f86d9a-828b-4e8b-a656-38baba5a54f7
colon-landscapes@1
0.778
5SRR1313107
breast-umap@18
F0.778
6TCGA-44-6147-01A-11R-1755-07
lung-landscapes@6
cohortA10.771
7d7bbb44a-3fe0-4455-99d0-90be213f2a31
colon-landscapes@1
0.768
8SRR1319158
brain-umap@2
GTEX0.767
94f0b1ac0-c503-4852-9a44-cb4231f4b17b
colon-landscapes@1
0.766
10SRR29022838
breast-umap@18
A0.765

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.312Inavolisib— uncovered
UV_RESPONSE_DN0.289Inavolisib— uncovered
ANGIOGENESIS0.249Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.245Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.241Inavolisib— uncovered
NOTCH_SIGNALING0.210Inavolisib— uncovered
PROTEIN_SECRETION0.159Remibrutinib— uncovered
TGF_BETA_SIGNALING0.148Inavolisib— uncovered
APICAL_SURFACE0.098Temsirolimus— uncovered
BILE_ACID_METABOLISM0.085Inavolisib— uncovered
HEME_METABOLISM0.075Temsirolimus— uncovered
KRAS_SIGNALING_DN0.071Remibrutinib— uncovered
MITOTIC_SPINDLE0.069Inavolisib— uncovered
PANCREAS_BETA_CELLS0.050Cobimetinib— uncovered
APICAL_JUNCTION0.041Inavolisib— uncovered
HEDGEHOG_SIGNALING0.014Inavolisib— uncovered
IL2_STAT5_SIGNALING0.004Idelalisib— uncovered