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

MNG248

6f8d624f-9d39-5ba3-a7a5-5b8b7f450e35

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

  • WNT_BETA_CATENIN_SIGNALING+0.462
  • HEDGEHOG_SIGNALING+0.428
  • INTERFERON_ALPHA_RESPONSE+0.407
  • ALLOGRAFT_REJECTION+0.381
  • MITOTIC_SPINDLE+0.372
  • INTERFERON_GAMMA_RESPONSE+0.365
  • KRAS_SIGNALING_UP+0.311
  • ANGIOGENESIS+0.302
  • TGF_BETA_SIGNALING+0.301
  • APICAL_SURFACE+0.300

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.397
  • P53_PATHWAY-0.226
  • PEROXISOME-0.214
  • MYC_TARGETS_V1-0.200
  • MYC_TARGETS_V2-0.192
  • GLYCOLYSIS-0.149
  • ESTROGEN_RESPONSE_EARLY-0.145
  • FATTY_ACID_METABOLISM-0.137
  • XENOBIOTIC_METABOLISM-0.128
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.127

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
1MNG530
mng-umap@100
0.829
2TCGA-FD-A3SP-01A-31R-A22U-07
bladder-landscape@3
0.817
3TCGA-CR-7377-01A-11R-2016-07
head-neck@1
0.811
4TCGA-CR-7382-01A-11R-2132-07
head-neck@1
0.803
5TCGA-85-8287-01A-11R-2296-07
lung-landscapes@6
cohortSQ10.798
6SRR5088879
melanoma-umap@29
0.798
7TCGA-56-8625-01A-11R-2403-07
lung-landscapes@6
cohortSQ10.793
8TCGA-56-8309-01A-11R-2296-07
lung-landscapes@6
cohortSQ10.791
9BSR_10_0229_A4_S93
breast-umap@18
D0.785
10TCGA-CV-7090-01A-11R-2016-07
head-neck@1
0.783

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
WNT_BETA_CATENIN_SIGNALING0.462Inavolisib— uncovered
HEDGEHOG_SIGNALING0.428Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.407Inavolisib— uncovered
ALLOGRAFT_REJECTION0.381Idelalisib— uncovered
MITOTIC_SPINDLE0.372Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.365Idelalisib— uncovered
KRAS_SIGNALING_UP0.311Inavolisib— uncovered
ANGIOGENESIS0.302Remibrutinib— uncovered
TGF_BETA_SIGNALING0.301Inavolisib— uncovered
APICAL_SURFACE0.300Temsirolimus— uncovered
UV_RESPONSE_DN0.282Inavolisib— uncovered
MYOGENESIS0.231Inavolisib— uncovered
IL2_STAT5_SIGNALING0.228Idelalisib— uncovered
APICAL_JUNCTION0.208Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.184Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.175Inavolisib— uncovered
COMPLEMENT0.140Inavolisib— uncovered
NOTCH_SIGNALING0.138Inavolisib— uncovered
HYPOXIA0.133Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.123Idelalisib— uncovered