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

MNG406

cd2c4f9b-1dc9-578c-9a96-9f9b3470ca5f

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+0.717
  • INTERFERON_GAMMA_RESPONSE+0.619
  • ALLOGRAFT_REJECTION+0.398
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.376
  • PEROXISOME+0.331
  • IL6_JAK_STAT3_SIGNALING+0.309
  • COMPLEMENT+0.270
  • IL2_STAT5_SIGNALING+0.264
  • DNA_REPAIR+0.250
  • ADIPOGENESIS+0.246

Top 10 suppressed

  • ANGIOGENESIS-0.388
  • PANCREAS_BETA_CELLS-0.324
  • SPERMATOGENESIS-0.209
  • HYPOXIA-0.203
  • TNFA_SIGNALING_VIA_NFKB-0.159
  • CHOLESTEROL_HOMEOSTASIS-0.124
  • KRAS_SIGNALING_DN-0.097
  • GLYCOLYSIS-0.087
  • ESTROGEN_RESPONSE_EARLY-0.056
  • HEDGEHOG_SIGNALING-0.044

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
1MNG181
mng-umap@100
0.819
2TCGA-CQ-5327-01A-01R-1686-07
head-neck@1
0.782
3B4E10042-052D-4DC4-BC94-FF1D5D4632C0
brain-umap@2
0.780
4TCGA-CQ-5331-01A-02R-1873-07
head-neck@1
0.765
5TCGA-55-8301-01A-11R-2287-07
lung-landscapes@6
cohortA10.760
6MNG57
mng-umap@100
0.760
7TCGA-22-5474-01A-01R-1635-07
lung-landscapes@6
cohortSQ20.759
8896B5096-D888-4DC3-9C70-152BDE083E26
brain-umap@2
0.758
9MNG596
mng-umap@100
0.753
10SRR934833
brain-umap@2
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 36 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.717Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.619Idelalisib— uncovered
ALLOGRAFT_REJECTION0.398Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.376Inavolisib— uncovered
PEROXISOME0.331Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.309Inavolisib— uncovered
COMPLEMENT0.270Inavolisib— uncovered
IL2_STAT5_SIGNALING0.264Idelalisib— uncovered
DNA_REPAIR0.250Idelalisib— uncovered
ADIPOGENESIS0.246Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.230Inavolisib— uncovered
MYC_TARGETS_V10.225Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.217Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.215Idelalisib— uncovered
MYC_TARGETS_V20.190Idelalisib— uncovered
APICAL_JUNCTION0.155Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.135Inavolisib— uncovered
HEME_METABOLISM0.131Temsirolimus— uncovered
MITOTIC_SPINDLE0.108Inavolisib— uncovered
NOTCH_SIGNALING0.096Inavolisib— uncovered